LOG:RUN_CV LOG:RUN_MODE = RUN_CV LOG:MRNA_EST_METHOD = BINNING_CV LOG:MSMS_EST_METHOD = LOGISTIC_REG LOG:TP_POLICY = TP_REF LOG:TRAIN_POLICY = TRAIN_TRAINSET LOG:TEST_POLICY = PP_ONLY LOG:META RANDOM SEED (FOR OVERALL 10X-10CV): 1170822945169 LOG:RUN=0, RANDOM SEED (for makeFolds): 973272771510176140 DEBUG:number of total foldees = 270 DEBUG:number of total nonTestFoldees = 4927 DEBUG:1. FOLDEE FOLD 0 SIZE = 27 DEBUG:1. FOLDEE FOLD 1 SIZE = 27 DEBUG:1. FOLDEE FOLD 2 SIZE = 27 DEBUG:1. FOLDEE FOLD 3 SIZE = 28 DEBUG:1. FOLDEE FOLD 4 SIZE = 27 DEBUG:1. FOLDEE FOLD 5 SIZE = 27 DEBUG:1. FOLDEE FOLD 6 SIZE = 27 DEBUG:1. FOLDEE FOLD 7 SIZE = 27 DEBUG:1. FOLDEE FOLD 8 SIZE = 27 DEBUG:1. FOLDEE FOLD 9 SIZE = 26 DEBUG:2. FOLDEE FOLD 0 SIZE = 83 DEBUG:2. FOLDEE FOLD 1 SIZE = 83 DEBUG:2. FOLDEE FOLD 2 SIZE = 82 DEBUG:2. FOLDEE FOLD 3 SIZE = 52 DEBUG:2. FOLDEE FOLD 4 SIZE = 78 DEBUG:2. FOLDEE FOLD 5 SIZE = 58 DEBUG:2. FOLDEE FOLD 6 SIZE = 69 DEBUG:2. FOLDEE FOLD 7 SIZE = 117 DEBUG:2. FOLDEE FOLD 8 SIZE = 77 DEBUG:2. FOLDEE FOLD 9 SIZE = 98 DEBUG:3. FOLD 0 SIZE = 524 DEBUG:3. FOLD 1 SIZE = 526 DEBUG:3. FOLD 2 SIZE = 521 DEBUG:3. FOLD 3 SIZE = 533 DEBUG:3. FOLD 4 SIZE = 521 DEBUG:3. FOLD 5 SIZE = 526 DEBUG:3. FOLD 6 SIZE = 526 DEBUG:3. FOLD 7 SIZE = 524 DEBUG:3. FOLD 8 SIZE = 523 DEBUG:3. FOLD 9 SIZE = 473 DEBUG:FOLDEE + NONTEST-FOLDEE 0 SIZE = 524 DEBUG:FOLDEE + NONTEST-FOLDEE 1 SIZE = 526 DEBUG:FOLDEE + NONTEST-FOLDEE 2 SIZE = 521 DEBUG:FOLDEE + NONTEST-FOLDEE 3 SIZE = 533 DEBUG:FOLDEE + NONTEST-FOLDEE 4 SIZE = 521 DEBUG:FOLDEE + NONTEST-FOLDEE 5 SIZE = 526 DEBUG:FOLDEE + NONTEST-FOLDEE 6 SIZE = 526 DEBUG:FOLDEE + NONTEST-FOLDEE 7 SIZE = 524 DEBUG:FOLDEE + NONTEST-FOLDEE 8 SIZE = 523 DEBUG:FOLDEE + NONTEST-FOLDEE 9 SIZE = 473 DEBUG:BUILDING P(K|MSMS) CLASSIFIER: DEBUG: ...DONE: FilteredClassifier using weka.classifiers.functions.Logistic -R 1.0E-8 -M -1 on data filtered through weka.filters.unsupervised.attribute.Remove -R 1 Filtered Header @relation pp-prots-weka.filters.unsupervised.attribute.Remove-R1 @attribute pp numeric @attribute msms-prot {1,0} @data Classifier Model Logistic Regression with ridge parameter of 1.0E-8 Coefficients... Variable Coeff. 1 3.8005 Intercept -3.1579 Odds Ratios... Variable O.R. 1 44.7242 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-2.0794415416798357,end_mrna=-1.3093333199837622,avg_mrna=-1.5066952333758459,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-1.3093333199837622,end_mrna=-1.0642108619507773,avg_mrna=-1.180399913041581,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-1.0642108619507773,end_mrna=-0.9675840262617056,avg_mrna=-1.006597999267173,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-0.9675840262617056,end_mrna=-0.8675005677047232,avg_mrna=-0.9089898106271257,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-0.8675005677047232,end_mrna=-0.8209805520698302,avg_mrna=-0.8405346491307613,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-0.8096809968158968,end_mrna=-0.7550225842780328,avg_mrna=-0.7834225315143903,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-0.7550225842780328,end_mrna=-0.6831968497067772,avg_mrna=-0.7185936163840905,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-0.6831968497067772,end_mrna=-0.6443570163905132,avg_mrna=-0.6625926559319546,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-0.6443570163905132,end_mrna=-0.5978370007556204,avg_mrna=-0.6193176253041556,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-0.5978370007556204,end_mrna=-0.5621189181535413,avg_mrna=-0.5809198635567584,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-0.5621189181535413,end_mrna=-0.527632742082372,avg_mrna=-0.5416804739223114,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-0.527632742082372,end_mrna=-0.4942963218147801,avg_mrna=-0.510630910185681,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-0.4942963218147801,end_mrna=-0.4700036292457356,avg_mrna=-0.4835510071778605,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-0.4700036292457356,end_mrna=-0.4307829160924542,avg_mrna=-0.4474016082873137,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-0.4307829160924542,end_mrna=-0.4155154439616658,avg_mrna=-0.42337106571890903,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-0.4155154439616658,end_mrna=-0.38566248081198456,avg_mrna=-0.39762529242967537,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-0.38566248081198456,end_mrna=-0.34955747616986843,avg_mrna=-0.36947412245401323,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-0.34955747616986843,end_mrna=-0.33267943838251673,avg_mrna=-0.3397992304734113,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-0.3285040669720361,end_mrna=-0.31471074483970024,avg_mrna=-0.3240644289201622,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-0.31471074483970024,end_mrna=-0.2876820724517809,avg_mrna=-0.30119605405994004,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-0.2876820724517809,end_mrna=-0.27049724769768,avg_mrna=-0.2794760177489857,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-0.27049724769768,end_mrna=-0.25489224962879004,avg_mrna=-0.2618776095114367,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-0.25489224962879004,end_mrna=-0.2294131643278051,avg_mrna=-0.24357492656570837,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-0.2294131643278051,end_mrna=-0.21691300156357363,avg_mrna=-0.22245458385924224,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-0.21691300156357363,end_mrna=-0.19845093872383832,avg_mrna=-0.20843766817353318,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-0.19845093872383832,end_mrna=-0.17793120849266178,avg_mrna=-0.1874383910318284,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-0.17793120849266178,end_mrna=-0.16251892949777494,avg_mrna=-0.17059886720656892,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-0.16251892949777494,end_mrna=-0.14502577205025774,avg_mrna=-0.15132888970366393,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-0.14502577205025774,end_mrna=-0.11653381625595151,avg_mrna=-0.13159699822518972,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-0.11653381625595151,end_mrna=-0.0998203352822109,avg_mrna=-0.10761741579558544,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-0.0998203352822109,end_mrna=-0.0779615414697118,avg_mrna=-0.08847127528174346,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-0.0779615414697118,end_mrna=-0.06187540371808753,avg_mrna=-0.07006256412122921,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-0.06187540371808753,end_mrna=-0.040821994520255166,avg_mrna=-0.05408767116976646,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-0.040821994520255166,end_mrna=-0.030459207484708574,avg_mrna=-0.036171368240998994,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-0.030459207484708574,end_mrna=-0.015113637810048184,avg_mrna=-0.022808961112095148,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-0.015113637810048184,end_mrna=0.002995508979798371,avg_mrna=-0.005839710257873455,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.002995508979798371,end_mrna=0.014888612493750559,avg_mrna=0.009524705157140588,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.014888612493750559,end_mrna=0.03440142671733232,avg_mrna=0.02546261428193871,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.03440142671733232,end_mrna=0.051643233151838386,avg_mrna=0.04350624952698691,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.051643233151838386,end_mrna=0.06765864847381486,avg_mrna=0.05871307842717715,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.06765864847381486,end_mrna=0.0861776962410524,avg_mrna=0.07560615013211365,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.0861776962410524,end_mrna=0.10436001532424286,avg_mrna=0.09383975217339868,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.10436001532424286,end_mrna=0.12221763272424911,avg_mrna=0.11254245663277221,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.12221763272424911,end_mrna=0.13976194237515863,avg_mrna=0.130250167791031,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.13976194237515863,end_mrna=0.16805358499624976,avg_mrna=0.15212000675995727,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.16974277458709455,end_mrna=0.1906203596086497,avg_mrna=0.1809844290730483,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.1906203596086497,end_mrna=0.2070141693843261,avg_mrna=0.19918205206363976,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.2070141693843261,end_mrna=0.23111172096338664,avg_mrna=0.21770723384185858,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.23111172096338664,end_mrna=0.24451357705040216,avg_mrna=0.23708241334856356,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.24451357705040216,end_mrna=0.26236426446749106,avg_mrna=0.25287953140430697,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.26236426446749106,end_mrna=0.28292075535007044,avg_mrna=0.27257094446591207,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.28292075535007044,end_mrna=0.30010459245033816,avg_mrna=0.29317145198513644,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.30010459245033816,end_mrna=0.32570013963930183,avg_mrna=0.312609528423964,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.32570013963930183,end_mrna=0.34358970439007686,avg_mrna=0.33557820615391815,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.34358970439007686,end_mrna=0.3667242797917339,avg_mrna=0.35663017488783677,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.3681093215643955,end_mrna=0.4007875185570534,avg_mrna=0.38348878096992084,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.4007875185570534,end_mrna=0.42330502623649535,avg_mrna=0.4126055333466757,bin_k_given_mrna=0.24074074074074073 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.4252677354043441,end_mrna=0.4478858239921165,avg_mrna=0.4347340605773242,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.44916296337388373,end_mrna=0.4700036292457356,avg_mrna=0.458222987493581,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.4700036292457356,end_mrna=0.4885800148186709,avg_mrna=0.47793755388557785,bin_k_given_mrna=0.24074074074074073 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.4885800148186709,end_mrna=0.5110256037686569,avg_mrna=0.5005306688373987,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.5110256037686569,end_mrna=0.5306282510621704,avg_mrna=0.5197385396019043,bin_k_given_mrna=0.2037037037037037 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.5306282510621704,end_mrna=0.5538851132264376,avg_mrna=0.5421670372426166,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.5538851132264376,end_mrna=0.5822156198526637,avg_mrna=0.566449778414203,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.5822156198526637,end_mrna=0.6151856390902335,avg_mrna=0.5954542825942464,bin_k_given_mrna=0.25925925925925924 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.6151856390902335,end_mrna=0.6523251860396901,avg_mrna=0.6359206097662997,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.6523251860396901,end_mrna=0.6916460544336782,avg_mrna=0.6734309850501782,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.6916460544336782,end_mrna=0.7241612340891148,avg_mrna=0.707649604584976,bin_k_given_mrna=0.2222222222222222 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.7251302264129961,end_mrna=0.7701082216960737,avg_mrna=0.7497387897859578,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.7701082216960737,end_mrna=0.8051356825079926,avg_mrna=0.7855910762293381,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.8051356825079926,end_mrna=0.8573896239539942,avg_mrna=0.8332666090450792,bin_k_given_mrna=0.2777777777777778 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.8586616190375187,end_mrna=0.9082585601768908,avg_mrna=0.8818411647738839,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.9082585601768908,end_mrna=0.9543569326806114,avg_mrna=0.9300070150014381,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.9555114450274365,end_mrna=0.9995283304442107,avg_mrna=0.9783164107634956,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=1.000631880307906,end_mrna=1.0553567799971526,avg_mrna=1.030684086939378,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=1.0567480845694108,end_mrna=1.11514159061932,avg_mrna=1.0850465520915205,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=1.11514159061932,end_mrna=1.172482137234565,avg_mrna=1.1452547338603394,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=1.1746469749441073,end_mrna=1.2547609711580412,avg_mrna=1.2110051372465582,bin_k_given_mrna=0.2037037037037037 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=1.2584609896100059,end_mrna=1.332366019094335,avg_mrna=1.2951668243757872,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=1.3336844108475931,end_mrna=1.4073217283119661,avg_mrna=1.368457748875875,bin_k_given_mrna=0.2222222222222222 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=1.4085449700547104,end_mrna=1.4929040961781488,avg_mrna=1.449511733744073,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=1.4929040961781488,end_mrna=1.6266882658406279,avg_mrna=1.5690239747980994,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=1.6266882658406279,end_mrna=1.766441661243765,avg_mrna=1.6983728472215245,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=1.776645831418007,end_mrna=1.9882852226379728,avg_mrna=1.8669978377526282,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=1.9885590452026627,end_mrna=2.1380641608255977,avg_mrna=2.0522167195649343,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=2.1427683915401605,end_mrna=2.4397349311412793,avg_mrna=2.2813747629321908,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=2.459845219192629,end_mrna=2.8597407143426428,avg_mrna=2.6919607067868827,bin_k_given_mrna=0.37037037037037035 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=2.8616292890305104,end_mrna=3.256287209866347,avg_mrna=3.0705875186261866,bin_k_given_mrna=0.5925925925925926 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=3.2607852279454104,end_mrna=3.5960237595945843,avg_mrna=3.403625904777695,bin_k_given_mrna=0.7962962962962963 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=45.0 (52),start_mrna=3.605144521894,end_mrna=5.422965671113147,avg_mrna=4.0028663304043155,bin_k_given_mrna=0.723404255319149 DEBUG:TRAINING FOLD #0 DEBUG:EVALUATE PR FOLD #0 DEBUG:(CONTROL) EVALUATE PR FOLD#0 DEBUG:BUILDING P(K|MSMS) CLASSIFIER: DEBUG: ...DONE: FilteredClassifier using weka.classifiers.functions.Logistic -R 1.0E-8 -M -1 on data filtered through weka.filters.unsupervised.attribute.Remove -R 1 Filtered Header @relation pp-prots-weka.filters.unsupervised.attribute.Remove-R1 @attribute pp numeric @attribute msms-prot {1,0} @data Classifier Model Logistic Regression with ridge parameter of 1.0E-8 Coefficients... Variable Coeff. 1 3.782 Intercept -3.1643 Odds Ratios... Variable O.R. 1 43.9031 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=-2.0794415416798357,end_mrna=-1.2378743560016174,avg_mrna=-1.4530828489873344,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=-1.2378743560016174,end_mrna=-1.0216512475319814,avg_mrna=-1.1244398286529536,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=-1.0216512475319814,end_mrna=-0.9416085398584448,avg_mrna=-0.9800372246748539,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=-0.9416085398584448,end_mrna=-0.8556661100577203,avg_mrna=-0.8947092022139712,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=-0.8556661100577203,end_mrna=-0.7657178733947807,avg_mrna=-0.8110137299038551,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=-0.7657178733947807,end_mrna=-0.7031975164134467,avg_mrna=-0.7246421762529521,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=-0.7031975164134467,end_mrna=-0.6539264674066639,avg_mrna=-0.6789658522453199,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=-0.6481738149172142,end_mrna=-0.6069694843188929,avg_mrna=-0.62754895094655,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=-0.6069694843188929,end_mrna=-0.5709295478356962,avg_mrna=-0.5895205893453627,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=-0.5709295478356962,end_mrna=-0.527632742082372,avg_mrna=-0.5496868958459847,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=-0.527632742082372,end_mrna=-0.5025268209512956,avg_mrna=-0.5164829802294103,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=-0.5025268209512956,end_mrna=-0.4620354595965587,avg_mrna=-0.48018577238749977,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=-0.4620354595965587,end_mrna=-0.4307829160924542,avg_mrna=-0.44314459440160037,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=-0.4307829160924542,end_mrna=-0.4079682383262829,avg_mrna=-0.42125423707876547,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=-0.4079682383262829,end_mrna=-0.38566248081198456,avg_mrna=-0.39488729190725047,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=-0.38566248081198456,end_mrna=-0.363843433417345,avg_mrna=-0.3757218993568403,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=-0.363843433417345,end_mrna=-0.34955747616986843,avg_mrna=-0.3569599174521492,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=-0.34955747616986843,end_mrna=-0.33267943838251673,avg_mrna=-0.3394710075455247,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=-0.33267943838251673,end_mrna=-0.31471074483970024,avg_mrna=-0.3251010843168632,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=-0.31471074483970024,end_mrna=-0.29437106060257756,avg_mrna=-0.30279783226792084,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=-0.29437106060257756,end_mrna=-0.2744368457017603,avg_mrna=-0.2821523740927113,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=-0.2744368457017603,end_mrna=-0.25489224962879004,avg_mrna=-0.2641298053285595,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=-0.25489224962879004,end_mrna=-0.2395270305647338,avg_mrna=-0.24719367049966756,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=-0.23572233352106983,end_mrna=-0.2231435513142097,avg_mrna=-0.22930500939758003,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=-0.2231435513142097,end_mrna=-0.21072103131565253,avg_mrna=-0.21663594630944877,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=-0.21072103131565253,end_mrna=-0.19845093872383832,avg_mrna=-0.20412967922391803,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=-0.1947990783050673,end_mrna=-0.17793120849266178,avg_mrna=-0.18321624602179443,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=-0.17793120849266178,end_mrna=-0.15899573149045795,avg_mrna=-0.1685693200233726,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=-0.15899573149045795,end_mrna=-0.1427163022015952,avg_mrna=-0.14960471142255619,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=-0.1427163022015952,end_mrna=-0.11991029667255755,avg_mrna=-0.12840233028907347,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=-0.11991029667255755,end_mrna=-0.0998203352822109,avg_mrna=-0.10928941358953363,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=-0.0998203352822109,end_mrna=-0.08338160893905101,avg_mrna=-0.09295016351609495,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=-0.08338160893905101,end_mrna=-0.06720874969344999,avg_mrna=-0.0744051453196419,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=-0.06720874969344999,end_mrna=-0.05129329438755058,avg_mrna=-0.059618532980211865,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=-0.05129329438755058,end_mrna=-0.03770186718401153,avg_mrna=-0.04472794432297253,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=-0.03770186718401153,end_mrna=-0.02326862693935433,avg_mrna=-0.031003378545763186,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=-0.020202707317519466,end_mrna=-0.005012541823544286,avg_mrna=-0.013856212742631789,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=-0.005012541823544286,end_mrna=0.014888612493750559,avg_mrna=0.004092364786275775,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=0.014888612493750559,end_mrna=0.036331929247390204,avg_mrna=0.02530703857312868,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=0.036331929247390204,end_mrna=0.051643233151838386,avg_mrna=0.04505654433219341,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=0.05354076692802976,end_mrna=0.06765864847381486,avg_mrna=0.059021067183369004,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=0.06765864847381486,end_mrna=0.0861776962410524,avg_mrna=0.07656687153504095,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=0.0861776962410524,end_mrna=0.09984533496971612,avg_mrna=0.09318213175244831,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=0.09984533496971612,end_mrna=0.12221763272424911,avg_mrna=0.11144549789669418,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=0.12221763272424911,end_mrna=0.13976194237515863,avg_mrna=0.1326450095125725,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=0.142367241286922,end_mrna=0.16805358499624976,avg_mrna=0.15518829846362955,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=0.16974277458709455,end_mrna=0.18647956694261839,avg_mrna=0.17908384327715623,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=0.18647956694261839,end_mrna=0.20945022418220732,avg_mrna=0.19464359445746787,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=0.2110709700799406,end_mrna=0.23111172096338664,avg_mrna=0.2201086038073668,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=0.23111172096338664,end_mrna=0.24294617861038942,avg_mrna=0.23681018348350993,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=0.24294617861038942,end_mrna=0.26236426446749106,avg_mrna=0.2526691003349568,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=0.26236426446749106,end_mrna=0.2874320411965716,avg_mrna=0.2740343946760611,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=0.28893129185221283,end_mrna=0.30968815271439554,avg_mrna=0.2986781507309612,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=0.30968815271439554,end_mrna=0.33289441527332897,avg_mrna=0.32062547272883674,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=0.33289441527332897,end_mrna=0.34854196070854343,avg_mrna=0.34054629240478157,bin_k_given_mrna=0.2222222222222222 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=0.35065687161316933,end_mrna=0.371563556432483,avg_mrna=0.36016666017080734,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=0.371563556432483,end_mrna=0.40346310543749137,avg_mrna=0.3881475067161759,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=0.4054651081081644,end_mrna=0.43178241642553783,avg_mrna=0.4198771187289969,bin_k_given_mrna=0.24074074074074073 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=0.4337285733810238,end_mrna=0.4605844073292439,avg_mrna=0.44727834862260923,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=0.461845441544272,end_mrna=0.4824261492442928,avg_mrna=0.4718581465513057,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=0.4824261492442928,end_mrna=0.5086232002107907,avg_mrna=0.49569533131666244,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=0.5086232002107907,end_mrna=0.5306282510621704,avg_mrna=0.5188460259712164,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=0.5306282510621704,end_mrna=0.5538851132264376,avg_mrna=0.5422665925868937,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=0.5538851132264376,end_mrna=0.5822156198526637,avg_mrna=0.567089638874691,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=0.5822156198526637,end_mrna=0.6097655716208943,avg_mrna=0.5945471558882394,bin_k_given_mrna=0.2222222222222222 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=0.6097655716208943,end_mrna=0.6471032420585384,avg_mrna=0.6278215281450699,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=0.6471032420585384,end_mrna=0.6830968447064438,avg_mrna=0.6643836706546392,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=0.6830968447064438,end_mrna=0.7178397931503168,avg_mrna=0.701819844114859,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=0.7178397931503168,end_mrna=0.7561219797213337,avg_mrna=0.7347296704217258,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=0.7561219797213337,end_mrna=0.7825307416946308,avg_mrna=0.7702486896535132,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=0.7852704694357512,end_mrna=0.8298610038757674,avg_mrna=0.8040543749024694,bin_k_given_mrna=0.2222222222222222 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=0.832909122935104,end_mrna=0.8754687373538999,avg_mrna=0.8560027435192314,bin_k_given_mrna=0.2222222222222222 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=0.8754687373538999,end_mrna=0.9270328284060572,avg_mrna=0.9032258063325881,bin_k_given_mrna=0.24074074074074073 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=0.9282193027394288,end_mrna=0.9783261227936078,avg_mrna=0.9542897829818501,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=0.9794533068317951,end_mrna=1.0331844833456545,avg_mrna=1.0056231102573472,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=1.03425152950772,end_mrna=1.085189268335969,avg_mrna=1.0569717021633558,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=1.085189268335969,end_mrna=1.1410330045520618,avg_mrna=1.1144810148605067,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=1.144222799920162,end_mrna=1.199964782928397,avg_mrna=1.1701579486732963,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=1.2008679893724572,end_mrna=1.2933563654606215,avg_mrna=1.2492799539305242,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=1.2947271675944,end_mrna=1.3937663759585917,avg_mrna=1.3488534390762768,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=1.3937663759585917,end_mrna=1.4854607326143894,avg_mrna=1.433405054803728,bin_k_given_mrna=0.2222222222222222 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=1.4861396960896067,end_mrna=1.6048272998764173,avg_mrna=1.548507121712723,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=1.6064334034138017,end_mrna=1.746587750581334,avg_mrna=1.6638457479238806,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=1.747459210331475,end_mrna=1.9179514944658145,avg_mrna=1.829593642000267,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=1.918832551791531,end_mrna=2.1110613254352915,avg_mrna=2.023206498822111,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=2.1122716862705384,end_mrna=2.459845219192629,avg_mrna=2.271300447875492,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=2.4610407786860184,end_mrna=2.8654527307870716,avg_mrna=2.6937927568116384,bin_k_given_mrna=0.4074074074074074 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=2.8918706340199005,end_mrna=3.2287073367814902,avg_mrna=3.0516120025299225,bin_k_given_mrna=0.6111111111111112 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=3.2308043957334744,end_mrna=3.525772116243786,avg_mrna=3.3638293487121436,bin_k_given_mrna=0.7592592592592593 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=43.0 (52),start_mrna=3.5409593240373143,end_mrna=5.422965671113147,avg_mrna=3.9315817889069655,bin_k_given_mrna=0.7333333333333333 DEBUG:TRAINING FOLD #1 DEBUG:EVALUATE PR FOLD #1 DEBUG:(CONTROL) EVALUATE PR FOLD#1 DEBUG:BUILDING P(K|MSMS) CLASSIFIER: DEBUG: ...DONE: FilteredClassifier using weka.classifiers.functions.Logistic -R 1.0E-8 -M -1 on data filtered through weka.filters.unsupervised.attribute.Remove -R 1 Filtered Header @relation pp-prots-weka.filters.unsupervised.attribute.Remove-R1 @attribute pp numeric @attribute msms-prot {1,0} @data Classifier Model Logistic Regression with ridge parameter of 1.0E-8 Coefficients... Variable Coeff. 1 3.9249 Intercept -3.2713 Odds Ratios... Variable O.R. 1 50.65 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=-2.0794415416798357,end_mrna=-1.3280254529959148,avg_mrna=-1.5129533564611273,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=-1.3093333199837622,end_mrna=-1.0788096613719298,avg_mrna=-1.1815077437532804,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=-1.0642108619507773,end_mrna=-0.916290731874155,avg_mrna=-0.9984899230843829,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=-0.916290731874155,end_mrna=-0.843970070294529,avg_mrna=-0.8806455187262816,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=-0.843970070294529,end_mrna=-0.7985076962177716,avg_mrna=-0.8206452506664262,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=-0.7874578600311866,end_mrna=-0.7339691750802004,avg_mrna=-0.7615946554095516,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=-0.7339691750802004,end_mrna=-0.6831968497067772,avg_mrna=-0.7068832485535373,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=-0.6831968497067772,end_mrna=-0.6443570163905132,avg_mrna=-0.6639396957315532,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=-0.6443570163905132,end_mrna=-0.5887871652357024,avg_mrna=-0.6113203544295194,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=-0.5887871652357024,end_mrna=-0.5533852381847867,avg_mrna=-0.5706559548240764,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=-0.5499130124740376,end_mrna=-0.5108256237659907,avg_mrna=-0.531731487385434,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=-0.5108256237659907,end_mrna=-0.4861330111756192,avg_mrna=-0.5013005429086475,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=-0.4861330111756192,end_mrna=-0.43850496218636453,avg_mrna=-0.4617669560449412,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=-0.43850496218636453,end_mrna=-0.4231200433468851,avg_mrna=-0.4312089168307016,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=-0.4231200433468851,end_mrna=-0.40047756659712525,avg_mrna=-0.41263696900704006,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=-0.40047756659712525,end_mrna=-0.37106368139083207,avg_mrna=-0.3863291415693994,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=-0.37106368139083207,end_mrna=-0.35667494393873245,avg_mrna=-0.3625308884414627,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=-0.35667494393873245,end_mrna=-0.33547273628812946,avg_mrna=-0.34560114139385784,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=-0.33547273628812946,end_mrna=-0.32158362412746233,avg_mrna=-0.3285170510220607,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=-0.3188288014486177,end_mrna=-0.2970592342643779,avg_mrna=-0.30790746846491285,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=-0.2970592342643779,end_mrna=-0.2678794451556012,avg_mrna=-0.2834649411931984,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=-0.2678794451556012,end_mrna=-0.25231492861448956,avg_mrna=-0.26017992826868186,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=-0.25231492861448956,end_mrna=-0.23572233352106983,avg_mrna=-0.24335845657428118,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=-0.23572233352106983,end_mrna=-0.21691300156357363,avg_mrna=-0.22366334644343822,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=-0.21691300156357363,end_mrna=-0.2045671657412744,avg_mrna=-0.21075208240315083,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=-0.2045671657412744,end_mrna=-0.18632957819149348,avg_mrna=-0.1954483505809958,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=-0.18632957819149348,end_mrna=-0.16841865162496322,avg_mrna=-0.17771678110915295,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=-0.16841865162496322,end_mrna=-0.14734058789870913,avg_mrna=-0.1573686296420792,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=-0.14734058789870913,end_mrna=-0.13353139262452263,avg_mrna=-0.14066602978691622,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=-0.13353139262452263,end_mrna=-0.11093156070728166,avg_mrna=-0.12110219091119917,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=-0.11093156070728166,end_mrna=-0.09431067947124129,avg_mrna=-0.10134336070250005,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=-0.09431067947124129,end_mrna=-0.07257069283483537,avg_mrna=-0.08163665655876061,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=-0.07257069283483537,end_mrna=-0.05657035148839435,avg_mrna=-0.06483393335507877,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=-0.05657035148839435,end_mrna=-0.040821994520255166,avg_mrna=-0.0493819821608999,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=-0.040821994520255166,end_mrna=-0.030459207484708574,avg_mrna=-0.035374230776726176,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=-0.030459207484708574,end_mrna=-0.015113637810048184,avg_mrna=-0.021628532675582797,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=-0.01308523954865548,end_mrna=0.004987541511038968,avg_mrna=-0.004408390648438323,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=0.004987541511038968,end_mrna=0.016857117066422806,avg_mrna=0.010476962670023524,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=0.016857117066422806,end_mrna=0.03440142671733232,avg_mrna=0.026887888277111454,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=0.036331929247390204,end_mrna=0.05354076692802976,avg_mrna=0.04681758326883892,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=0.05354076692802976,end_mrna=0.06765864847381486,avg_mrna=0.06092155123760931,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=0.06765864847381486,end_mrna=0.09075436326846412,avg_mrna=0.07937465177684279,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=0.09075436326846412,end_mrna=0.10705907229340778,avg_mrna=0.09924304983846179,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=0.10705907229340778,end_mrna=0.126632650933366,avg_mrna=0.11775646691894717,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=0.126632650933366,end_mrna=0.14842000511827322,avg_mrna=0.13897452500480195,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=0.14842000511827322,end_mrna=0.17142911562753102,avg_mrna=0.15820997181309954,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=0.17395330712343798,end_mrna=0.18647956694261839,avg_mrna=0.1809501523550844,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=0.18647956694261839,end_mrna=0.2070141693843261,avg_mrna=0.19855906524824168,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=0.20945022418220732,end_mrna=0.23111172096338664,avg_mrna=0.21971651000989406,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=0.23111172096338664,end_mrna=0.24294617861038942,avg_mrna=0.23703776920749078,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=0.24451357705040216,end_mrna=0.26236426446749106,avg_mrna=0.25372425604534915,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=0.26236426446749106,end_mrna=0.28517894223366247,avg_mrna=0.2748688820536351,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=0.28517894223366247,end_mrna=0.302324349188651,avg_mrna=0.294778100219404,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=0.3038014543316642,end_mrna=0.32425505268262117,avg_mrna=0.3140786616479753,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=0.32425505268262117,end_mrna=0.34358970439007686,avg_mrna=0.3342159344547767,bin_k_given_mrna=0.2222222222222222 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=0.34358970439007686,end_mrna=0.3667242797917339,avg_mrna=0.3544793664305329,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=0.3667242797917339,end_mrna=0.4007875185570534,avg_mrna=0.38600728937600937,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=0.4021262068426498,end_mrna=0.4252677354043441,avg_mrna=0.4135470801484945,bin_k_given_mrna=0.25925925925925924 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=0.4252677354043441,end_mrna=0.44916296337388373,avg_mrna=0.43565310780692185,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=0.44916296337388373,end_mrna=0.47312375658197914,avg_mrna=0.45950524761834427,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=0.47436908675537554,end_mrna=0.494696241836107,avg_mrna=0.48349545788323667,bin_k_given_mrna=0.2222222222222222 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=0.49652383905513103,end_mrna=0.5158131652770298,avg_mrna=0.5066518968056986,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=0.5158131652770298,end_mrna=0.5498540107334691,avg_mrna=0.5291365057101699,bin_k_given_mrna=0.24074074074074073 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=0.5498540107334691,end_mrna=0.5822156198526637,avg_mrna=0.5653109504936447,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=0.5822156198526637,end_mrna=0.6081338062329886,avg_mrna=0.5937025081872566,bin_k_given_mrna=0.2222222222222222 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=0.6081338062329886,end_mrna=0.6418538861723947,avg_mrna=0.6233890489301205,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=0.6418538861723947,end_mrna=0.6866259635696799,avg_mrna=0.6631952743923131,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=0.688134638736401,end_mrna=0.7178397931503168,avg_mrna=0.704265846295747,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=0.7178397931503168,end_mrna=0.7594029763370106,avg_mrna=0.7380935174627722,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=0.7594029763370106,end_mrna=0.7884573603642703,avg_mrna=0.7733508643567096,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=0.7884573603642703,end_mrna=0.8394096875381973,avg_mrna=0.8103608081452341,bin_k_given_mrna=0.2037037037037037 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=0.8394096875381973,end_mrna=0.8825271017213459,avg_mrna=0.8614469419230372,bin_k_given_mrna=0.24074074074074073 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=0.8837675401685949,end_mrna=0.9294043710195381,avg_mrna=0.9066085809085749,bin_k_given_mrna=0.2222222222222222 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=0.9294043710195381,end_mrna=0.9858167945227654,avg_mrna=0.9572285747941802,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=0.9858167945227654,end_mrna=1.0402767116551463,avg_mrna=1.0150677565150472,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=1.0402767116551463,end_mrna=1.0895715440159606,avg_mrna=1.065053601142655,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=1.0909160820336394,end_mrna=1.1505720275988207,avg_mrna=1.120966149878412,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=1.1505720275988207,end_mrna=1.211047717997898,avg_mrna=1.1790528158059048,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=1.2119409739751128,end_mrna=1.297463147413275,avg_mrna=1.2588039526660642,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=1.297463147413275,end_mrna=1.3775058550868113,avg_mrna=1.3395021084171468,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=1.3800247481062953,end_mrna=1.47932922708708,avg_mrna=1.4286073683396754,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=1.4800123649936425,end_mrna=1.602413297497136,avg_mrna=1.5389099334932488,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=1.6048272998764173,end_mrna=1.7263316639055997,avg_mrna=1.655693946022989,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=1.7404661748405044,end_mrna=1.915892670209165,avg_mrna=1.8230903532315677,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=1.915892670209165,end_mrna=2.087533711577172,avg_mrna=2.005438767970796,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=2.0881534822818573,end_mrna=2.3561258599220753,avg_mrna=2.2064488476603747,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=2.367436065313662,end_mrna=2.817024180329872,avg_mrna=2.575908637408489,bin_k_given_mrna=0.2962962962962963 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=2.8175023346632897,end_mrna=3.1454445467823176,avg_mrna=2.9853830473564247,bin_k_given_mrna=0.5925925925925926 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=3.152736022363656,end_mrna=3.492043064961732,avg_mrna=3.3296437994148413,bin_k_given_mrna=0.7777777777777778 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=48.0 (52),start_mrna=3.497325408756376,end_mrna=5.422965671113147,avg_mrna=3.9177464401020017,bin_k_given_mrna=0.74 DEBUG:TRAINING FOLD #2 DEBUG:EVALUATE PR FOLD #2 DEBUG:(CONTROL) EVALUATE PR FOLD#2 DEBUG:BUILDING P(K|MSMS) CLASSIFIER: DEBUG: ...DONE: FilteredClassifier using weka.classifiers.functions.Logistic -R 1.0E-8 -M -1 on data filtered through weka.filters.unsupervised.attribute.Remove -R 1 Filtered Header @relation pp-prots-weka.filters.unsupervised.attribute.Remove-R1 @attribute pp numeric @attribute msms-prot {1,0} @data Classifier Model Logistic Regression with ridge parameter of 1.0E-8 Coefficients... Variable Coeff. 1 4.1708 Intercept -3.4649 Odds Ratios... Variable O.R. 1 64.7697 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=-2.0794415416798357,end_mrna=-1.2909841813155656,avg_mrna=-1.4880406756584676,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=-1.2909841813155656,end_mrna=-1.0498221244986778,avg_mrna=-1.1616407469832124,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=-1.0498221244986778,end_mrna=-0.9416085398584448,avg_mrna=-0.9831048597207432,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=-0.9416085398584448,end_mrna=-0.8324092478934529,avg_mrna=-0.8809902682849455,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=-0.8324092478934529,end_mrna=-0.7657178733947807,avg_mrna=-0.8073015890499118,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=-0.7657178733947807,end_mrna=-0.7031975164134467,avg_mrna=-0.7340945867245658,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=-0.7031975164134467,end_mrna=-0.6635883783184009,avg_mrna=-0.685840637149245,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=-0.6635883783184009,end_mrna=-0.616186139423817,avg_mrna=-0.6407908003099563,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=-0.616186139423817,end_mrna=-0.5709295478356962,avg_mrna=-0.5980950732623866,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=-0.5709295478356962,end_mrna=-0.5361434317502807,avg_mrna=-0.5520867554649905,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=-0.5327304591540407,end_mrna=-0.5025268209512956,avg_mrna=-0.5164268305763111,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=-0.5025268209512956,end_mrna=-0.4780358009429998,avg_mrna=-0.4895202524059715,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=-0.4700036292457356,end_mrna=-0.4416105547445176,avg_mrna=-0.45753761720198877,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=-0.43850496218636453,end_mrna=-0.4231200433468851,avg_mrna=-0.43310134949918194,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=-0.4231200433468851,end_mrna=-0.40047756659712525,avg_mrna=-0.41568499472335396,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=-0.40047756659712525,end_mrna=-0.38566248081198456,avg_mrna=-0.3927749037178627,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=-0.38566248081198456,end_mrna=-0.363843433417345,avg_mrna=-0.373204316965151,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=-0.363843433417345,end_mrna=-0.342490308946776,avg_mrna=-0.3542500364356177,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=-0.342490308946776,end_mrna=-0.3285040669720361,avg_mrna=-0.33650613153824566,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=-0.3285040669720361,end_mrna=-0.31471074483970024,avg_mrna=-0.3222076355561938,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=-0.31471074483970024,end_mrna=-0.29437106060257756,avg_mrna=-0.30174502589220403,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=-0.29437106060257756,end_mrna=-0.2744368457017603,avg_mrna=-0.2838628973136931,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=-0.2744368457017603,end_mrna=-0.25747623039471507,avg_mrna=-0.2659594014746927,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=-0.25747623039471507,end_mrna=-0.24207156119972859,avg_mrna=-0.24941087212419183,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=-0.24207156119972859,end_mrna=-0.2231435513142097,avg_mrna=-0.23243421126420885,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=-0.2231435513142097,end_mrna=-0.21072103131565253,avg_mrna=-0.21878599784766076,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=-0.21072103131565253,end_mrna=-0.19845093872383832,avg_mrna=-0.20625334909557827,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=-0.19845093872383832,end_mrna=-0.17793120849266178,avg_mrna=-0.18716749454850434,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=-0.17793120849266178,end_mrna=-0.16251892949777494,avg_mrna=-0.17018677754239311,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=-0.16251892949777494,end_mrna=-0.13926206733350766,avg_mrna=-0.1475610462643828,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=-0.13926206733350766,end_mrna=-0.11653381625595151,avg_mrna=-0.12732738872732624,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=-0.11653381625595151,end_mrna=-0.09431067947124129,avg_mrna=-0.10571040361503864,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=-0.09431067947124129,end_mrna=-0.07257069283483537,avg_mrna=-0.08570124365165016,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=-0.07257069283483537,end_mrna=-0.05129329438755058,avg_mrna=-0.06622344328489806,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=-0.05129329438755058,end_mrna=-0.03770186718401153,avg_mrna=-0.04655755952344895,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=-0.03770186718401153,end_mrna=-0.027371196796132015,avg_mrna=-0.033025695818278904,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=-0.025317807984289897,end_mrna=-0.007024614936964466,avg_mrna=-0.017107430210113024,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=-0.005012541823544286,end_mrna=0.014888612493750559,avg_mrna=0.0056202259151530935,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=0.014888612493750559,end_mrna=0.03246719013750141,avg_mrna=0.02294747986221603,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=0.03246719013750141,end_mrna=0.05354076692802976,avg_mrna=0.042593748596352,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=0.05354076692802976,end_mrna=0.06765864847381486,avg_mrna=0.06092155123760931,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=0.06765864847381486,end_mrna=0.0861776962410524,avg_mrna=0.07845523440399632,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=0.0861776962410524,end_mrna=0.10165365372649982,avg_mrna=0.09460065386617272,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=0.10165365372649982,end_mrna=0.11778303565638346,avg_mrna=0.11127011743665803,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=0.11955923505763925,end_mrna=0.13714983814723367,avg_mrna=0.1283278109136179,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=0.13714983814723367,end_mrna=0.16551443847757333,avg_mrna=0.15289621283183846,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=0.16551443847757333,end_mrna=0.18481843699254188,avg_mrna=0.1772295146350847,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=0.18481843699254188,end_mrna=0.2070141693843261,avg_mrna=0.19539550229919428,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=0.2070141693843261,end_mrna=0.22314355131420976,avg_mrna=0.21306424743962746,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=0.22314355131420976,end_mrna=0.23901690047049992,avg_mrna=0.23054958403261339,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=0.23901690047049992,end_mrna=0.26236426446749106,avg_mrna=0.24916649671724755,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=0.26236426446749106,end_mrna=0.2814124594381855,avg_mrna=0.27128083218257715,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=0.2814124594381855,end_mrna=0.3126185577418125,avg_mrna=0.29470012836443443,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=0.3126185577418125,end_mrna=0.3343270802748248,avg_mrna=0.3244015860997166,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=0.3343270802748248,end_mrna=0.35276731910771536,avg_mrna=0.3429083583540505,bin_k_given_mrna=0.24074074074074073 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=0.35276731910771536,end_mrna=0.37843643572024505,avg_mrna=0.36397617334258686,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=0.37843643572024505,end_mrna=0.40746311077083736,avg_mrna=0.3945780587414011,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=0.40879289820083897,end_mrna=0.43178241642553783,avg_mrna=0.4207578786270767,bin_k_given_mrna=0.24074074074074073 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=0.4337285733810238,end_mrna=0.4605844073292439,avg_mrna=0.4490004532720099,bin_k_given_mrna=0.2037037037037037 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=0.461845441544272,end_mrna=0.4885800148186709,avg_mrna=0.4740604568518394,bin_k_given_mrna=0.2037037037037037 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=0.4885800148186709,end_mrna=0.5098251234324072,avg_mrna=0.4996904631150195,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=0.5098251234324072,end_mrna=0.5323914016805513,avg_mrna=0.5227623133235727,bin_k_given_mrna=0.2037037037037037 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=0.5323914016805513,end_mrna=0.5636078092049601,avg_mrna=0.548140203729435,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=0.5653138090500605,end_mrna=0.5905605917848442,avg_mrna=0.578782394692799,bin_k_given_mrna=0.2037037037037037 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=0.5905605917848442,end_mrna=0.6168059473032227,avg_mrna=0.6049155765484285,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=0.6178846960593984,end_mrna=0.6575200029167941,avg_mrna=0.6398411197282683,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=0.6575200029167941,end_mrna=0.6956440607585325,avg_mrna=0.6792316397044331,bin_k_given_mrna=0.24074074074074073 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=0.6956440607585325,end_mrna=0.7227059828014898,avg_mrna=0.7096419042639164,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=0.7227059828014898,end_mrna=0.7654678421395714,avg_mrna=0.7436429664285781,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=0.7654678421395714,end_mrna=0.8006553882752305,avg_mrna=0.7817502383391547,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=0.8006553882752305,end_mrna=0.8531379168688864,avg_mrna=0.8249278340727894,bin_k_given_mrna=0.25925925925925924 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=0.8531379168688864,end_mrna=0.9062403960206536,avg_mrna=0.8785898121677932,bin_k_given_mrna=0.24074074074074073 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=0.9082585601768908,end_mrna=0.9535865166178521,avg_mrna=0.9276259557241453,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=0.9535865166178521,end_mrna=1.0090522119554661,avg_mrna=0.979780473320967,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=1.009781074961494,end_mrna=1.0577902941478545,avg_mrna=1.0348338431353792,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=1.058831418656265,end_mrna=1.114157500003572,avg_mrna=1.0839950359507229,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=1.11514159061932,end_mrna=1.170932950247736,avg_mrna=1.1407619627031031,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=1.170932950247736,end_mrna=1.2547609711580412,avg_mrna=1.2128177962003077,bin_k_given_mrna=0.2037037037037037 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=1.2584609896100059,end_mrna=1.3336844108475931,avg_mrna=1.2964060064665368,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=1.3368414774003603,end_mrna=1.4122057429043917,avg_mrna=1.3763772260491736,bin_k_given_mrna=0.2037037037037037 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=1.4122057429043917,end_mrna=1.5260563034950492,avg_mrna=1.4640349640040813,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=1.52757688595378,end_mrna=1.6415178058975122,avg_mrna=1.5884186948838466,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=1.6448050562713916,end_mrna=1.7892563390099365,avg_mrna=1.7164793649521337,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=1.7959174793767188,end_mrna=1.9919755158985601,avg_mrna=1.8835553172823813,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=1.9933388426264242,end_mrna=2.1427683915401605,avg_mrna=2.0545050950532247,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=2.1447610078004784,end_mrna=2.464959011978304,avg_mrna=2.2935991951773507,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=2.4782176616372036,end_mrna=2.9223548037492155,avg_mrna=2.7225989144940685,bin_k_given_mrna=0.42592592592592593 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=2.9230002773878923,end_mrna=3.2677802682218036,avg_mrna=3.1135218059592784,bin_k_given_mrna=0.6296296296296297 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=3.269949095052201,end_mrna=3.6336309798834576,avg_mrna=3.434188233092167,bin_k_given_mrna=0.8148148148148148 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=36.0 (52),start_mrna=3.6458414644223676,end_mrna=5.422965671113147,avg_mrna=4.0038510317843885,bin_k_given_mrna=0.7368421052631579 DEBUG:TRAINING FOLD #3 DEBUG:EVALUATE PR FOLD #3 DEBUG:(CONTROL) EVALUATE PR FOLD#3 DEBUG:BUILDING P(K|MSMS) CLASSIFIER: DEBUG: ...DONE: FilteredClassifier using weka.classifiers.functions.Logistic -R 1.0E-8 -M -1 on data filtered through weka.filters.unsupervised.attribute.Remove -R 1 Filtered Header @relation pp-prots-weka.filters.unsupervised.attribute.Remove-R1 @attribute pp numeric @attribute msms-prot {1,0} @data Classifier Model Logistic Regression with ridge parameter of 1.0E-8 Coefficients... Variable Coeff. 1 3.5018 Intercept -2.9281 Odds Ratios... Variable O.R. 1 33.1751 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=-2.0794415416798357,end_mrna=-1.3093333199837622,avg_mrna=-1.4923723408044653,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=-1.2909841813155656,end_mrna=-1.0788096613719298,avg_mrna=-1.1814537159741223,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=-1.0788096613719298,end_mrna=-0.9675840262617056,avg_mrna=-1.0170120257312112,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=-0.9675840262617056,end_mrna=-0.8794767587514388,avg_mrna=-0.9275014375403781,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=-0.8794767587514388,end_mrna=-0.8209805520698302,avg_mrna=-0.8515269785003271,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=-0.8209805520698302,end_mrna=-0.7550225842780328,avg_mrna=-0.7923851361237084,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=-0.7550225842780328,end_mrna=-0.7031975164134467,avg_mrna=-0.7280116840242616,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=-0.7031975164134467,end_mrna=-0.6635883783184009,avg_mrna=-0.6843172087609741,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=-0.6635883783184009,end_mrna=-0.6069694843188929,avg_mrna=-0.6319349355656428,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=-0.6069694843188929,end_mrna=-0.5621189181535413,avg_mrna=-0.5816781203099934,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=-0.5533852381847867,end_mrna=-0.5191938734365074,avg_mrna=-0.5375390138247561,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=-0.5191938734365074,end_mrna=-0.4942963218147801,avg_mrna=-0.5073609523167397,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=-0.4942963218147801,end_mrna=-0.4620354595965587,avg_mrna=-0.4771703010660057,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=-0.4620354595965587,end_mrna=-0.4307829160924542,avg_mrna=-0.4464747365567167,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=-0.4307829160924542,end_mrna=-0.4200712604975265,avg_mrna=-0.4273939271284315,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=-0.4200712604975265,end_mrna=-0.3930425881096072,avg_mrna=-0.40649283819876786,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=-0.3930425881096072,end_mrna=-0.3783364407199117,avg_mrna=-0.38542278114246,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=-0.3783364407199117,end_mrna=-0.35667494393873245,avg_mrna=-0.3613179596853755,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=-0.3523983871714722,end_mrna=-0.3285040669720361,avg_mrna=-0.3384619536659078,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=-0.3285040669720361,end_mrna=-0.3078847797693004,avg_mrna=-0.31954003902509576,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=-0.3078847797693004,end_mrna=-0.2876820724517809,avg_mrna=-0.2984440341301998,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=-0.2876820724517809,end_mrna=-0.2613647641344075,avg_mrna=-0.27521065881781814,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=-0.2613647641344075,end_mrna=-0.23572233352106983,avg_mrna=-0.2483810749962165,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=-0.23572233352106983,end_mrna=-0.2231435513142097,avg_mrna=-0.22736981213498625,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=-0.2231435513142097,end_mrna=-0.2045671657412744,avg_mrna=-0.21161228865777099,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=-0.2045671657412744,end_mrna=-0.18632957819149348,avg_mrna=-0.1957990734184916,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=-0.18632957819149348,end_mrna=-0.1743533871447778,avg_mrna=-0.1792940646618137,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=-0.1743533871447778,end_mrna=-0.14734058789870913,avg_mrna=-0.1628093009394115,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=-0.14734058789870913,end_mrna=-0.13124828660995402,avg_mrna=-0.1404901048336738,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=-0.13124828660995402,end_mrna=-0.11093156070728166,avg_mrna=-0.11979778282627095,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=-0.11093156070728166,end_mrna=-0.09431067947124129,avg_mrna=-0.1027698189918162,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=-0.09431067947124129,end_mrna=-0.07580171341628185,avg_mrna=-0.08632699609210318,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=-0.07580171341628185,end_mrna=-0.06187540371808753,avg_mrna=-0.0680463047279557,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=-0.06187540371808753,end_mrna=-0.04395188752918283,avg_mrna=-0.051871140072408777,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=-0.04395188752918283,end_mrna=-0.030459207484708574,avg_mrna=-0.036889601839546975,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=-0.030459207484708574,end_mrna=-0.015113637810048184,avg_mrna=-0.023694282439479405,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=-0.015113637810048184,end_mrna=0.006975613736425138,avg_mrna=-7.910990072019391E-4,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=0.009950330853168092,end_mrna=0.02955880224154443,avg_mrna=0.015794029496371372,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=0.02955880224154443,end_mrna=0.04879016416943205,avg_mrna=0.0391874118774646,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=0.04879016416943205,end_mrna=0.06109509935981083,avg_mrna=0.0540434766938069,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=0.06109509935981083,end_mrna=0.0861776962410524,avg_mrna=0.07281464050172082,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=0.0861776962410524,end_mrna=0.10436001532424286,avg_mrna=0.09314521476500594,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=0.10436001532424286,end_mrna=0.12221763272424911,avg_mrna=0.11257262022907305,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=0.12221763272424911,end_mrna=0.13976194237515863,avg_mrna=0.13113007179783284,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=0.13976194237515863,end_mrna=0.1570037488096647,avg_mrna=0.14807379073336807,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=0.1570037488096647,end_mrna=0.1823215567939546,avg_mrna=0.17246598099489566,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=0.1823215567939546,end_mrna=0.19885085874516517,avg_mrna=0.18968532875010424,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=0.19885085874516517,end_mrna=0.219135529916671,avg_mrna=0.2096669007608118,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=0.219135529916671,end_mrna=0.23507212217948348,avg_mrna=0.22825717522763775,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=0.23665190133900194,end_mrna=0.25231392861398955,avg_mrna=0.243465776008578,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=0.25231392861398955,end_mrna=0.27383666562972786,avg_mrna=0.26352963432883736,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=0.27383666562972786,end_mrna=0.30010459245033816,avg_mrna=0.2882958344477474,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=0.30010459245033816,end_mrna=0.3220834991691133,avg_mrna=0.3117672334860956,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=0.3220834991691133,end_mrna=0.34145977813225203,avg_mrna=0.33207940169688743,bin_k_given_mrna=0.24074074074074073 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=0.34145977813225203,end_mrna=0.3597701488460348,avg_mrna=0.35008480572561884,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=0.3597701488460348,end_mrna=0.3920420877760237,avg_mrna=0.37523900457224446,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=0.3920420877760237,end_mrna=0.4219944100593749,avg_mrna=0.40710444202991003,bin_k_given_mrna=0.2037037037037037 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=0.4219944100593749,end_mrna=0.44916296337388373,avg_mrna=0.43161550190247155,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=0.44916296337388373,end_mrna=0.4700036292457356,avg_mrna=0.45959251883560387,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=0.4700036292457356,end_mrna=0.49286529838899784,avg_mrna=0.48010116717953727,bin_k_given_mrna=0.24074074074074073 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=0.49286529838899784,end_mrna=0.5128236264286636,avg_mrna=0.5053509572404725,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=0.514618422004687,end_mrna=0.5323914016805513,avg_mrna=0.5232457419366134,bin_k_given_mrna=0.2222222222222222 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=0.5323914016805513,end_mrna=0.5579000311519196,avg_mrna=0.5467548822255464,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=0.5579000311519196,end_mrna=0.586118607801422,avg_mrna=0.5727323671207409,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=0.586118607801422,end_mrna=0.6151856390902335,avg_mrna=0.6007355646958998,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=0.6151856390902335,end_mrna=0.6523251860396901,avg_mrna=0.6341492868713419,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=0.6523251860396901,end_mrna=0.688134638736401,avg_mrna=0.6691255026265773,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=0.688134638736401,end_mrna=0.7178397931503168,avg_mrna=0.7017441641920842,bin_k_given_mrna=0.2037037037037037 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=0.7178397931503168,end_mrna=0.7594029763370106,avg_mrna=0.735978000052241,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=0.7594029763370106,end_mrna=0.7943490610689127,avg_mrna=0.7757239200296001,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=0.7952524034970989,end_mrna=0.8445798843201546,avg_mrna=0.8160645138114252,bin_k_given_mrna=0.2037037037037037 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=0.8458682675776092,end_mrna=0.8919980393051105,avg_mrna=0.872093405020441,bin_k_given_mrna=0.24074074074074073 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=0.8919980393051105,end_mrna=0.9388346963090495,avg_mrna=0.9162930095923006,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=0.9400072584914712,end_mrna=0.9858167945227654,avg_mrna=0.9626309165585886,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=0.9858167945227654,end_mrna=1.0438040521731147,avg_mrna=1.0163156963331685,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=1.0455630675782943,end_mrna=1.0969442315674127,avg_mrna=1.0679489157207422,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=1.0969442315674127,end_mrna=1.1631508098056809,avg_mrna=1.1304648145102092,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=1.1631508098056809,end_mrna=1.2325602611778486,avg_mrna=1.191457662094358,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=1.2345989978676968,end_mrna=1.315066851831523,avg_mrna=1.275266991630064,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=1.3156036204971213,end_mrna=1.3895390912847796,avg_mrna=1.352758533153642,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=1.3895390912847796,end_mrna=1.4777334214366722,avg_mrna=1.4275725134720174,bin_k_given_mrna=0.2037037037037037 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=1.47932922708708,end_mrna=1.6048272998764173,avg_mrna=1.5469607608131057,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=1.6064334034138017,end_mrna=1.7462389539262455,avg_mrna=1.661918125017349,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=1.746587750581334,end_mrna=1.9090979616452883,avg_mrna=1.8214532957291476,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=1.915892670209165,end_mrna=2.0881534822818573,avg_mrna=2.004919692592326,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=2.090999490513565,end_mrna=2.389954739130953,avg_mrna=2.2211047703821922,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=2.3981679628877757,end_mrna=2.8217954662944296,avg_mrna=2.618295624786915,bin_k_given_mrna=0.2777777777777778 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=2.833213344056216,end_mrna=3.1826266921930797,avg_mrna=3.00066082167011,bin_k_given_mrna=0.6296296296296297 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=3.1880041612011136,end_mrna=3.497325408756376,avg_mrna=3.336878481033631,bin_k_given_mrna=0.7407407407407407 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=48.0 (52),start_mrna=3.4984753211266257,end_mrna=5.422965671113147,avg_mrna=3.9555980744831345,bin_k_given_mrna=0.74 DEBUG:TRAINING FOLD #4 DEBUG:EVALUATE PR FOLD #4 DEBUG:(CONTROL) EVALUATE PR FOLD#4 DEBUG:BUILDING P(K|MSMS) CLASSIFIER: DEBUG: ...DONE: FilteredClassifier using weka.classifiers.functions.Logistic -R 1.0E-8 -M -1 on data filtered through weka.filters.unsupervised.attribute.Remove -R 1 Filtered Header @relation pp-prots-weka.filters.unsupervised.attribute.Remove-R1 @attribute pp numeric @attribute msms-prot {1,0} @data Classifier Model Logistic Regression with ridge parameter of 1.0E-8 Coefficients... Variable Coeff. 1 3.716 Intercept -3.0881 Odds Ratios... Variable O.R. 1 41.0989 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=-2.0794415416798357,end_mrna=-1.3280254529959148,avg_mrna=-1.5129533564611273,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=-1.3093333199837622,end_mrna=-1.0788096613719298,avg_mrna=-1.190320010536116,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=-1.0788096613719298,end_mrna=-0.9675840262617056,avg_mrna=-1.0212899347739124,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=-0.9675840262617056,end_mrna=-0.8556661100577203,avg_mrna=-0.9260056398607021,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=-0.8556661100577203,end_mrna=-0.8096809968158968,avg_mrna=-0.8300982580548537,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=-0.8096809968158968,end_mrna=-0.7444404749474959,avg_mrna=-0.7717714283255609,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=-0.7444404749474959,end_mrna=-0.6733445532637656,avg_mrna=-0.7055890825817193,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=-0.6733445532637656,end_mrna=-0.6254885320861304,avg_mrna=-0.6466833702063907,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=-0.6254885320861304,end_mrna=-0.5887871652357024,avg_mrna=-0.6061816610133728,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=-0.5887871652357024,end_mrna=-0.5361434317502807,avg_mrna=-0.5666064368636593,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=-0.5361434317502807,end_mrna=-0.5108256237659907,avg_mrna=-0.5218608010570173,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=-0.5108256237659907,end_mrna=-0.4780358009429998,avg_mrna=-0.49513554825507994,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=-0.4780358009429998,end_mrna=-0.43850496218636453,avg_mrna=-0.45694413450728616,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=-0.43850496218636453,end_mrna=-0.4231200433468851,avg_mrna=-0.431326166556165,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=-0.4231200433468851,end_mrna=-0.3930425881096072,avg_mrna=-0.40799079915727354,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=-0.3930425881096072,end_mrna=-0.37542098675978763,avg_mrna=-0.3846320747568885,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=-0.37542098675978763,end_mrna=-0.35667494393873245,avg_mrna=-0.36366783643180767,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=-0.35667494393873245,end_mrna=-0.33547273628812946,avg_mrna=-0.34535972941805587,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=-0.33547273628812946,end_mrna=-0.32158362412746233,avg_mrna=-0.3296890165268237,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=-0.32158362412746233,end_mrna=-0.3011050927839216,avg_mrna=-0.31205080166248284,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=-0.3011050927839216,end_mrna=-0.28103752973311236,avg_mrna=-0.29329983826507605,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=-0.28103752973311236,end_mrna=-0.2678794451556012,avg_mrna=-0.27406895543417187,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=-0.2678794451556012,end_mrna=-0.2484613592984996,avg_mrna=-0.2572140080942256,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=-0.2484613592984996,end_mrna=-0.23193205734728903,avg_mrna=-0.24103050529514716,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=-0.2294131643278051,end_mrna=-0.21691300156357363,avg_mrna=-0.22452119910018928,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=-0.21691300156357363,end_mrna=-0.2045671657412744,avg_mrna=-0.21241402184076794,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=-0.2045671657412744,end_mrna=-0.18632957819149348,avg_mrna=-0.19755523681202858,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=-0.18632957819149348,end_mrna=-0.1743533871447778,avg_mrna=-0.17952437602809665,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=-0.1743533871447778,end_mrna=-0.15082288973458366,avg_mrna=-0.16292423508968698,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=-0.15082288973458366,end_mrna=-0.13926206733350766,avg_mrna=-0.1447229503100895,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=-0.13581972314253485,end_mrna=-0.11316869810563798,avg_mrna=-0.12554526533009283,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=-0.11093156070728166,end_mrna=-0.09431067947124129,avg_mrna=-0.10426732844909743,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=-0.09431067947124129,end_mrna=-0.07580171341628185,avg_mrna=-0.08561511278229704,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=-0.07580171341628185,end_mrna=-0.05129329438755058,avg_mrna=-0.0632409828275044,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=-0.05129329438755058,end_mrna=-0.03770186718401153,avg_mrna=-0.04555404152753041,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=-0.03770186718401153,end_mrna=-0.017146158834970514,avg_mrna=-0.030014937013406014,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=-0.017146158834970514,end_mrna=0.0,avg_mrna=-0.008922805463174205,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=0.0,end_mrna=0.016857117066422806,avg_mrna=0.009234116006783422,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=0.016857117066422806,end_mrna=0.03922071315328133,avg_mrna=0.028643358638684398,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=0.03922071315328133,end_mrna=0.05354076692802976,avg_mrna=0.04612070998817598,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=0.05354076692802976,end_mrna=0.07045846364856137,avg_mrna=0.0629462647567493,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=0.07232066157962608,end_mrna=0.09531017980432493,avg_mrna=0.0828681554534292,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=0.09531017980432493,end_mrna=0.11332868530700327,avg_mrna=0.10354533081821779,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=0.11332868530700327,end_mrna=0.131028262406404,avg_mrna=0.12094448948201099,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=0.131028262406404,end_mrna=0.14842000511827322,avg_mrna=0.13927756309935407,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=0.14842000511827322,end_mrna=0.17395330712343798,avg_mrna=0.15933471678504302,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=0.17395330712343798,end_mrna=0.1906203596086497,avg_mrna=0.1827104798619183,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=0.1906203596086497,end_mrna=0.2070141693843261,avg_mrna=0.19949731763624892,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=0.2070141693843261,end_mrna=0.22554067591393118,avg_mrna=0.2168786096003594,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=0.22554067591393118,end_mrna=0.2468600779315258,avg_mrna=0.2368258540424504,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=0.2468600779315258,end_mrna=0.264669298142708,avg_mrna=0.2566930639669446,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=0.2662030407746567,end_mrna=0.2904282981198061,avg_mrna=0.2799226932002333,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=0.29266961396282004,end_mrna=0.31115442863692305,avg_mrna=0.29990669857456226,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=0.31115442863692305,end_mrna=0.3343270802748248,avg_mrna=0.32159927524710813,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=0.3343270802748248,end_mrna=0.35276731910771536,avg_mrna=0.34366858992829025,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=0.3541718137206139,end_mrna=0.37843643572024505,avg_mrna=0.3646102835499396,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=0.37843643572024505,end_mrna=0.412109650826833,avg_mrna=0.39513150783531914,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=0.412109650826833,end_mrna=0.4350239103497087,avg_mrna=0.423023311114508,bin_k_given_mrna=0.2222222222222222 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=0.4350239103497087,end_mrna=0.4593217808988751,avg_mrna=0.44794313930578694,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=0.4605844073292439,end_mrna=0.4824261492442928,avg_mrna=0.47239872606458777,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=0.4824261492442928,end_mrna=0.5128236264286636,avg_mrna=0.4971608858957503,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=0.5128236264286636,end_mrna=0.5306282510621704,avg_mrna=0.5217707785600278,bin_k_given_mrna=0.2037037037037037 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=0.5323914016805513,end_mrna=0.5579000311519196,avg_mrna=0.5462592681193529,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=0.5579000311519196,end_mrna=0.5877866649021191,avg_mrna=0.5744124599557755,bin_k_given_mrna=0.2037037037037037 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=0.5877866649021191,end_mrna=0.6151856390902335,avg_mrna=0.6015624465318891,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=0.6168059473032227,end_mrna=0.6523251860396901,avg_mrna=0.637440471600721,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=0.6538864666066427,end_mrna=0.688134638736401,avg_mrna=0.6711914325898489,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=0.6906440503418269,end_mrna=0.7178397931503168,avg_mrna=0.7054656086324214,bin_k_given_mrna=0.2037037037037037 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=0.7178397931503168,end_mrna=0.7622067164914399,avg_mrna=0.7386194842038473,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=0.7640715188966439,end_mrna=0.7929925155296614,avg_mrna=0.7762918705084701,bin_k_given_mrna=0.2037037037037037 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=0.7943490610689127,end_mrna=0.8445798843201546,avg_mrna=0.8170635512848679,bin_k_given_mrna=0.24074074074074073 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=0.8458682675776092,end_mrna=0.8899467565345531,avg_mrna=0.8671577200029361,bin_k_given_mrna=0.24074074074074073 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=0.8907677746430691,end_mrna=0.9388346963090495,avg_mrna=0.9131447513408079,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=0.9388346963090495,end_mrna=0.9869355714434871,avg_mrna=0.9628002390177278,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=0.987680727960828,end_mrna=1.051870026115978,avg_mrna=1.01764423360412,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=1.0543120297715298,end_mrna=1.11514159061932,avg_mrna=1.085220911337534,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=1.1184149159642893,end_mrna=1.172482137234565,avg_mrna=1.1442748312794753,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=1.172482137234565,end_mrna=1.2490417676935142,avg_mrna=1.2047591773104385,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=1.2513333756857736,end_mrna=1.3297240096314962,avg_mrna=1.2928389698245522,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=1.332366019094335,end_mrna=1.4097667173050328,avg_mrna=1.3723428940326532,bin_k_given_mrna=0.2222222222222222 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=1.4122057429043917,end_mrna=1.4944758939644187,avg_mrna=1.4552638504071416,bin_k_given_mrna=0.2037037037037037 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=1.4989531792588286,end_mrna=1.6227489264937727,avg_mrna=1.5729881882980625,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=1.623340817603092,end_mrna=1.764216966221654,avg_mrna=1.693604744696708,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=1.766441661243765,end_mrna=1.9469096493883968,avg_mrna=1.8528178752350906,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=1.9473377010464987,end_mrna=2.1110613254352915,avg_mrna=2.0310208334256585,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=2.1122716862705384,end_mrna=2.413500153565201,avg_mrna=2.256769563026739,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=2.4241830647415332,end_mrna=2.8616292890305104,avg_mrna=2.6771277496281325,bin_k_given_mrna=0.4074074074074074 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=2.8654527307870716,end_mrna=3.2431781173911656,avg_mrna=3.060996059692533,bin_k_given_mrna=0.5740740740740741 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=3.2494826214611012,end_mrna=3.5689691574413787,avg_mrna=3.3850300272850555,bin_k_given_mrna=0.8148148148148148 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=43.0 (52),start_mrna=3.595474957341697,end_mrna=5.422965671113147,avg_mrna=3.9843413961741856,bin_k_given_mrna=0.7555555555555555 DEBUG:TRAINING FOLD #5 DEBUG:EVALUATE PR FOLD #5 DEBUG:(CONTROL) EVALUATE PR FOLD#5 DEBUG:BUILDING P(K|MSMS) CLASSIFIER: DEBUG: ...DONE: FilteredClassifier using weka.classifiers.functions.Logistic -R 1.0E-8 -M -1 on data filtered through weka.filters.unsupervised.attribute.Remove -R 1 Filtered Header @relation pp-prots-weka.filters.unsupervised.attribute.Remove-R1 @attribute pp numeric @attribute msms-prot {1,0} @data Classifier Model Logistic Regression with ridge parameter of 1.0E-8 Coefficients... Variable Coeff. 1 3.7738 Intercept -3.0746 Odds Ratios... Variable O.R. 1 43.546 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=-2.0794415416798357,end_mrna=-1.2039728043259361,avg_mrna=-1.4610881982952244,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=-1.2039728043259361,end_mrna=-1.0216512475319814,avg_mrna=-1.104331179440329,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=-1.0216512475319814,end_mrna=-0.9416085398584448,avg_mrna=-0.9800372246748539,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=-0.9416085398584448,end_mrna=-0.8556661100577203,avg_mrna=-0.8848548978262198,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=-0.8556661100577203,end_mrna=-0.7985076962177716,avg_mrna=-0.8237179276232853,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=-0.7985076962177716,end_mrna=-0.7133498878774648,avg_mrna=-0.7571298751677579,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=-0.7133498878774648,end_mrna=-0.6831968497067772,avg_mrna=-0.7010066929145151,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=-0.6831968497067772,end_mrna=-0.6348782724359695,avg_mrna=-0.6584934894994467,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=-0.6348782724359695,end_mrna=-0.5978370007556204,avg_mrna=-0.6152091139528986,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=-0.5978370007556204,end_mrna=-0.5533852381847867,avg_mrna=-0.5771145134186654,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=-0.5533852381847867,end_mrna=-0.5191938734365074,avg_mrna=-0.5368814875795969,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=-0.5191938734365074,end_mrna=-0.4942963218147801,avg_mrna=-0.5068821532470911,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=-0.4942963218147801,end_mrna=-0.4620354595965587,avg_mrna=-0.48025721549704914,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=-0.4620354595965587,end_mrna=-0.43850496218636453,avg_mrna=-0.4499694185005757,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=-0.43850496218636453,end_mrna=-0.4231200433468851,avg_mrna=-0.4292551197893119,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=-0.4231200433468851,end_mrna=-0.40047756659712525,avg_mrna=-0.4100243755359138,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=-0.40047756659712525,end_mrna=-0.3783364407199117,avg_mrna=-0.38780254481858506,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=-0.3783364407199117,end_mrna=-0.35667494393873245,avg_mrna=-0.3671414428109555,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=-0.35667494393873245,end_mrna=-0.33547273628812946,avg_mrna=-0.34697942261180237,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=-0.33547273628812946,end_mrna=-0.32158362412746233,avg_mrna=-0.3275522300405675,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=-0.32158362412746233,end_mrna=-0.3011050927839216,avg_mrna=-0.308900258378861,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=-0.2970592342643779,end_mrna=-0.28103752973311236,avg_mrna=-0.2902635309005117,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=-0.28103752973311236,end_mrna=-0.2613647641344075,avg_mrna=-0.2718462665063287,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=-0.2613647641344075,end_mrna=-0.2484613592984996,avg_mrna=-0.255051443309717,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=-0.2484613592984996,end_mrna=-0.21691300156357363,avg_mrna=-0.23365980203454667,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=-0.21691300156357363,end_mrna=-0.2045671657412744,avg_mrna=-0.21094413397700024,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=-0.2045671657412744,end_mrna=-0.18632957819149348,avg_mrna=-0.19509762774350004,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=-0.18632957819149348,end_mrna=-0.1743533871447778,avg_mrna=-0.1788334419292477,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=-0.17078832098028163,end_mrna=-0.15082288973458366,avg_mrna=-0.1620382164942454,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=-0.15082288973458366,end_mrna=-0.13353139262452263,avg_mrna=-0.14326160069295327,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=-0.13353139262452263,end_mrna=-0.10869941692334091,avg_mrna=-0.12343373218881497,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=-0.10536051565782628,end_mrna=-0.08338160893905101,avg_mrna=-0.09738931450185981,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=-0.08338160893905101,end_mrna=-0.06720874969344999,avg_mrna=-0.07417614490001417,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=-0.06720874969344999,end_mrna=-0.05129329438755058,avg_mrna=-0.05931246653202149,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=-0.05129329438755058,end_mrna=-0.033556783528842754,avg_mrna=-0.04222660511373651,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=-0.033556783528842754,end_mrna=-0.020202707317519466,avg_mrna=-0.026708675724435936,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=-0.017146158834970514,end_mrna=0.0,avg_mrna=-0.009967853250945704,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=0.0,end_mrna=0.01291622526654623,avg_mrna=0.006107416535541763,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=0.01291622526654623,end_mrna=0.03922071315328133,avg_mrna=0.025875746611226942,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=0.03922071315328133,end_mrna=0.055434706888100524,avg_mrna=0.04918207870653188,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=0.055434706888100524,end_mrna=0.07232066157962608,avg_mrna=0.06370499031950438,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=0.07232066157962608,end_mrna=0.09257918129309317,avg_mrna=0.08211698192188181,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=0.09257918129309317,end_mrna=0.10705907229340778,avg_mrna=0.09969697255237447,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=0.10885440491208208,end_mrna=0.131028262406404,avg_mrna=0.11861941858178854,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=0.131028262406404,end_mrna=0.14583044821153954,avg_mrna=0.1374072574066662,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=0.14842000511827322,end_mrna=0.17981842657583616,avg_mrna=0.16291759183249405,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=0.17981842657583616,end_mrna=0.19638881400539018,avg_mrna=0.18748632834260104,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=0.19638881400539018,end_mrna=0.21752781252857414,avg_mrna=0.20727801095445844,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=0.21752781252857414,end_mrna=0.23901690047049992,avg_mrna=0.22989134350434823,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=0.2413763195752694,end_mrna=0.25464221837358075,avg_mrna=0.24757116979494798,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=0.2569650997897204,end_mrna=0.27763173659827955,avg_mrna=0.2669089163887788,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=0.27763173659827955,end_mrna=0.30010459245033816,avg_mrna=0.2879992150623372,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=0.30010459245033816,end_mrna=0.3184537311185346,avg_mrna=0.3086384336155535,bin_k_given_mrna=0.2037037037037037 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=0.3184537311185346,end_mrna=0.33647223662121284,avg_mrna=0.32902308939811725,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=0.3386128011203239,end_mrna=0.3667242797917339,avg_mrna=0.35329449301158716,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=0.3667242797917339,end_mrna=0.40346310543749137,avg_mrna=0.3826185565658114,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=0.40346310543749137,end_mrna=0.4252677354043441,avg_mrna=0.4170138127067183,bin_k_given_mrna=0.2222222222222222 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=0.4252677354043441,end_mrna=0.4529846240761407,avg_mrna=0.44156904474741265,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=0.4542552722775963,end_mrna=0.47436908675537554,avg_mrna=0.4638111341349803,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=0.47436908675537554,end_mrna=0.5007752879124892,avg_mrna=0.4863149703258973,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=0.5007752879124892,end_mrna=0.5187937934151675,avg_mrna=0.5095458725822379,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=0.5187937934151675,end_mrna=0.5405785819153386,avg_mrna=0.5280442948463026,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=0.5423242908253616,end_mrna=0.5624688569178291,avg_mrna=0.5515872617222386,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=0.5636078092049601,end_mrna=0.5916680116100914,avg_mrna=0.5769114717243865,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=0.5916680116100914,end_mrna=0.6232610530957788,avg_mrna=0.6070712957668243,bin_k_given_mrna=0.2222222222222222 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=0.6259384308664953,end_mrna=0.6678293725756554,avg_mrna=0.6482205865374746,bin_k_given_mrna=0.24074074074074073 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=0.6678293725756554,end_mrna=0.7016112589720747,avg_mrna=0.6865888777653935,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=0.7030975114131134,end_mrna=0.7537718023763802,avg_mrna=0.7233994866659095,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=0.7561219797213337,end_mrna=0.7825307416946308,avg_mrna=0.7702741255089415,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=0.7852704694357512,end_mrna=0.8272409150406441,avg_mrna=0.8041507541645779,bin_k_given_mrna=0.2037037037037037 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=0.8272409150406441,end_mrna=0.8754687373538999,avg_mrna=0.8550208442885121,bin_k_given_mrna=0.24074074074074073 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=0.8754687373538999,end_mrna=0.9202827531436925,avg_mrna=0.900837939892492,bin_k_given_mrna=0.24074074074074073 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=0.9214772585614551,end_mrna=0.9707789171582248,avg_mrna=0.9478429565332237,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=0.9745596399981309,end_mrna=1.0188473201992472,avg_mrna=0.994085920847809,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=1.019929766633641,end_mrna=1.0698698198024557,avg_mrna=1.045091517481757,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=1.0715836162801904,end_mrna=1.1271997455200222,avg_mrna=1.1003499543595663,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=1.128171090909654,end_mrna=1.1777314931207088,avg_mrna=1.1551836635471575,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=1.1777314931207088,end_mrna=1.2627132993485362,avg_mrna=1.2187939966137369,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=1.264973825883335,end_mrna=1.3428648031925547,avg_mrna=1.301907301585873,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=1.3428648031925547,end_mrna=1.4122057429043917,avg_mrna=1.3786356777336848,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=1.4122057429043917,end_mrna=1.5062971535145868,avg_mrna=1.4581121318798542,bin_k_given_mrna=0.2037037037037037 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=1.5144676748428734,end_mrna=1.6266882658406279,avg_mrna=1.5790578615280342,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=1.6298286020818344,end_mrna=1.766441661243765,avg_mrna=1.6967915121289971,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=1.776645831418007,end_mrna=1.980035485213189,avg_mrna=1.866593555907119,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=1.9878743481543455,end_mrna=2.1560553002981484,avg_mrna=2.0524999327406803,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=2.157906081624602,end_mrna=2.4610407786860184,avg_mrna=2.296270485629573,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=2.464959011978304,end_mrna=2.9107188992270343,avg_mrna=2.698356246087549,bin_k_given_mrna=0.4444444444444444 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=2.9164184668342656,end_mrna=3.2494826214611012,avg_mrna=3.0758649941479046,bin_k_given_mrna=0.5740740740740741 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=3.253354543284443,end_mrna=3.595474957341697,avg_mrna=3.388634630969054,bin_k_given_mrna=0.7962962962962963 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=43.0 (52),start_mrna=3.5960237595945843,end_mrna=5.422965671113147,avg_mrna=4.010405250094139,bin_k_given_mrna=0.7111111111111111 DEBUG:TRAINING FOLD #6 DEBUG:EVALUATE PR FOLD #6 DEBUG:(CONTROL) EVALUATE PR FOLD#6 DEBUG:BUILDING P(K|MSMS) CLASSIFIER: DEBUG: ...DONE: FilteredClassifier using weka.classifiers.functions.Logistic -R 1.0E-8 -M -1 on data filtered through weka.filters.unsupervised.attribute.Remove -R 1 Filtered Header @relation pp-prots-weka.filters.unsupervised.attribute.Remove-R1 @attribute pp numeric @attribute msms-prot {1,0} @data Classifier Model Logistic Regression with ridge parameter of 1.0E-8 Coefficients... Variable Coeff. 1 3.7973 Intercept -3.1949 Odds Ratios... Variable O.R. 1 44.5807 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=-2.0794415416798357,end_mrna=-1.2909841813155656,avg_mrna=-1.4825192861965266,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=-1.2909841813155656,end_mrna=-1.0788096613719298,avg_mrna=-1.1692128782850661,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=-1.0788096613719298,end_mrna=-0.9545119446943529,avg_mrna=-1.0054454014371144,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=-0.9545119446943529,end_mrna=-0.8675005677047232,avg_mrna=-0.9099911387515651,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=-0.8675005677047232,end_mrna=-0.7985076962177716,avg_mrna=-0.8228463130811132,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=-0.7985076962177716,end_mrna=-0.7339691750802004,avg_mrna=-0.7637943924646505,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=-0.7339691750802004,end_mrna=-0.6831968497067772,avg_mrna=-0.7045157316508797,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=-0.6831968497067772,end_mrna=-0.6443570163905132,avg_mrna=-0.6618457360604879,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=-0.6443570163905132,end_mrna=-0.5978370007556204,avg_mrna=-0.6184230096188692,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=-0.5978370007556204,end_mrna=-0.544727175441672,avg_mrna=-0.576847336723021,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=-0.544727175441672,end_mrna=-0.4992264879226388,avg_mrna=-0.5232684461197111,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=-0.4992264879226388,end_mrna=-0.4700036292457356,avg_mrna=-0.4845801523941289,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=-0.4700036292457356,end_mrna=-0.43850496218636453,avg_mrna=-0.45432457858686554,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=-0.43850496218636453,end_mrna=-0.4155154439616658,avg_mrna=-0.4249778587971509,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=-0.4155154439616658,end_mrna=-0.390084006069862,avg_mrna=-0.3998088801526867,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=-0.38566248081198456,end_mrna=-0.37106368139083207,avg_mrna=-0.37964381369426636,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=-0.37106368139083207,end_mrna=-0.3523983871714722,avg_mrna=-0.36051170153892487,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=-0.3523983871714722,end_mrna=-0.33547273628812946,avg_mrna=-0.3428292395325702,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=-0.33547273628812946,end_mrna=-0.32158362412746233,avg_mrna=-0.3283535249729136,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=-0.32158362412746233,end_mrna=-0.29437106060257756,avg_mrna=-0.30540771031250186,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=-0.29437106060257756,end_mrna=-0.2744368457017603,avg_mrna=-0.28654634931957235,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=-0.2744368457017603,end_mrna=-0.2484613592984996,avg_mrna=-0.2621128191943523,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=-0.2484613592984996,end_mrna=-0.2294131643278051,avg_mrna=-0.24056731335265372,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=-0.2294131643278051,end_mrna=-0.21691300156357363,avg_mrna=-0.22380003586379138,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=-0.21691300156357363,end_mrna=-0.19845093872383832,avg_mrna=-0.20737843831235875,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=-0.19845093872383832,end_mrna=-0.1743533871447778,avg_mrna=-0.18665910746570694,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=-0.1743533871447778,end_mrna=-0.15082288973458366,avg_mrna=-0.1606993209741703,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=-0.15082288973458366,end_mrna=-0.12783337150988489,avg_mrna=-0.1375801877843496,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=-0.12783337150988489,end_mrna=-0.10869941692334091,avg_mrna=-0.11734849383331057,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=-0.10869941692334091,end_mrna=-0.09431067947124129,avg_mrna=-0.10057531851357884,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=-0.09431067947124129,end_mrna=-0.07257069283483537,avg_mrna=-0.08371113448541838,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=-0.07257069283483537,end_mrna=-0.06187540371808753,avg_mrna=-0.06752665136218419,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=-0.06187540371808753,end_mrna=-0.046043938501406846,avg_mrna=-0.053473859842175155,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=-0.046043938501406846,end_mrna=-0.025317807984289897,avg_mrna=-0.03580848837027546,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=-0.025317807984289897,end_mrna=-0.01005033585350145,avg_mrna=-0.01635602444612538,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=-0.007024614936964466,end_mrna=0.01291622526654623,avg_mrna=0.004395808407145203,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=0.01291622526654623,end_mrna=0.02955880224154443,avg_mrna=0.020145361245820538,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=0.02955880224154443,end_mrna=0.045928931888399735,avg_mrna=0.038339133509654934,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=0.045928931888399735,end_mrna=0.058268908123975824,avg_mrna=0.05304124565365796,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=0.058268908123975824,end_mrna=0.07973496801885352,avg_mrna=0.06803968184823657,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=0.07973496801885352,end_mrna=0.09531017980432493,avg_mrna=0.08695963151392308,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=0.09531017980432493,end_mrna=0.11332868530700327,avg_mrna=0.10357954078913133,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=0.11332868530700327,end_mrna=0.131028262406404,avg_mrna=0.12213242838656925,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=0.131028262406404,end_mrna=0.14842000511827322,avg_mrna=0.14108627990340794,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=0.14842000511827322,end_mrna=0.17395330712343798,avg_mrna=0.1606650970059039,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=0.17395330712343798,end_mrna=0.19309662996191315,avg_mrna=0.1849353996018972,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=0.19309662996191315,end_mrna=0.2110709700799406,avg_mrna=0.20248480774390887,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=0.2110709700799406,end_mrna=0.23507212217948348,avg_mrna=0.22266948615516202,bin_k_given_mrna=0.2222222222222222 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=0.23507212217948348,end_mrna=0.2468600779315258,avg_mrna=0.24192763473527887,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=0.2492010856334993,end_mrna=0.26773443464208485,avg_mrna=0.258659410925353,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=0.26773443464208485,end_mrna=0.2904282981198061,avg_mrna=0.2790557055910589,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=0.29266961396282004,end_mrna=0.3126185577418125,avg_mrna=0.3011098644473616,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=0.3126185577418125,end_mrna=0.3386128011203239,avg_mrna=0.32372600576796684,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=0.3400373027857091,end_mrna=0.3597701488460348,avg_mrna=0.3490227907924426,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=0.3597701488460348,end_mrna=0.3940670631557951,avg_mrna=0.3767026233319571,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=0.3940670631557951,end_mrna=0.4206820739130247,avg_mrna=0.408420733921086,bin_k_given_mrna=0.2037037037037037 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=0.4219944100593749,end_mrna=0.44660705143933954,avg_mrna=0.43197211315422945,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=0.4478858239921165,end_mrna=0.47436908675537554,avg_mrna=0.46254434423966284,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=0.47436908675537554,end_mrna=0.494696241836107,avg_mrna=0.4833431469716685,bin_k_given_mrna=0.2222222222222222 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=0.494696241836107,end_mrna=0.5158131652770298,avg_mrna=0.5062458021241423,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=0.5158131652770298,end_mrna=0.5364933705145685,avg_mrna=0.5239852262618712,bin_k_given_mrna=0.2222222222222222 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=0.5364933705145685,end_mrna=0.5567545556543906,avg_mrna=0.5469918968646281,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=0.5579000311519196,end_mrna=0.5850050219402422,avg_mrna=0.5720078315426628,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=0.586118607801422,end_mrna=0.6097655716208943,avg_mrna=0.5971046638940709,bin_k_given_mrna=0.2222222222222222 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=0.6113946786876863,end_mrna=0.645531326618282,avg_mrna=0.628329599052907,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=0.645531326618282,end_mrna=0.6805683983530852,avg_mrna=0.6623336421247495,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=0.6815805441884799,end_mrna=0.7114781372446687,avg_mrna=0.6962193814335867,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=0.7114781372446687,end_mrna=0.7443154671343447,avg_mrna=0.7258059708620751,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=0.745265134822052,end_mrna=0.7761087012742927,avg_mrna=0.76331669110153,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=0.7761087012742927,end_mrna=0.8228587870816026,avg_mrna=0.7970656029690031,bin_k_given_mrna=0.2037037037037037 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=0.8241754429663493,end_mrna=0.8742179554522472,avg_mrna=0.8495751937789902,bin_k_given_mrna=0.25925925925925924 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=0.8754687373538999,end_mrna=0.9190868191761564,avg_mrna=0.8977517830104256,bin_k_given_mrna=0.2222222222222222 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=0.9190868191761564,end_mrna=0.9745596399981309,avg_mrna=0.9451231342400993,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=0.9745596399981309,end_mrna=1.0235294825437538,avg_mrna=0.9963777846053468,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=1.0249657484998111,end_mrna=1.0664333903038745,avg_mrna=1.0463466467287919,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=1.0691834779772975,end_mrna=1.1291414937029325,avg_mrna=1.098089168359142,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=1.1291414937029325,end_mrna=1.1786549963416462,avg_mrna=1.157327085932725,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=1.1808065262940965,end_mrna=1.2612978709452054,avg_mrna=1.2195137828367122,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=1.2627132993485362,end_mrna=1.3428648031925547,avg_mrna=1.302703191449402,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=1.3428648031925547,end_mrna=1.4122057429043917,avg_mrna=1.377710748755685,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=1.4122057429043917,end_mrna=1.5195132049061133,avg_mrna=1.4611115133931432,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=1.5260563034950492,end_mrna=1.6345206928015634,avg_mrna=1.586745955903567,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=1.6380253692860127,end_mrna=1.787918769842117,avg_mrna=1.7059649811712352,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=1.7892563390099365,end_mrna=1.980035485213189,avg_mrna=1.8707875056428283,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=1.9878743481543455,end_mrna=2.1144466508785262,avg_mrna=2.042005390586491,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=2.1214228639199373,end_mrna=2.431857428698185,avg_mrna=2.2584855494566947,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=2.4336133554004498,end_mrna=2.8597407143426428,avg_mrna=2.668453987806929,bin_k_given_mrna=0.3888888888888889 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=2.8616292890305104,end_mrna=3.204574040157341,avg_mrna=3.0414289296134944,bin_k_given_mrna=0.6111111111111112 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=3.2112467977037094,end_mrna=3.497325408756376,avg_mrna=3.3437421991840632,bin_k_given_mrna=0.7592592592592593 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=45.0 (52),start_mrna=3.4984753211266257,end_mrna=5.422965671113147,avg_mrna=3.965968002669706,bin_k_given_mrna=0.723404255319149 DEBUG:TRAINING FOLD #7 DEBUG:EVALUATE PR FOLD #7 DEBUG:(CONTROL) EVALUATE PR FOLD#7 DEBUG:BUILDING P(K|MSMS) CLASSIFIER: DEBUG: ...DONE: FilteredClassifier using weka.classifiers.functions.Logistic -R 1.0E-8 -M -1 on data filtered through weka.filters.unsupervised.attribute.Remove -R 1 Filtered Header @relation pp-prots-weka.filters.unsupervised.attribute.Remove-R1 @attribute pp numeric @attribute msms-prot {1,0} @data Classifier Model Logistic Regression with ridge parameter of 1.0E-8 Coefficients... Variable Coeff. 1 3.8706 Intercept -3.1985 Odds Ratios... Variable O.R. 1 47.9694 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=-2.0794415416798357,end_mrna=-1.2909841813155656,avg_mrna=-1.491599715002298,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=-1.2909841813155656,end_mrna=-1.0788096613719298,avg_mrna=-1.1658256184977915,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=-1.0642108619507773,end_mrna=-0.9416085398584448,avg_mrna=-0.9864342862931282,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=-0.9416085398584448,end_mrna=-0.8556661100577203,avg_mrna=-0.8947092022139712,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=-0.8556661100577203,end_mrna=-0.7874578600311866,avg_mrna=-0.828836249817778,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=-0.7874578600311866,end_mrna=-0.7339691750802004,avg_mrna=-0.7605660268528017,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=-0.7339691750802004,end_mrna=-0.6831968497067772,avg_mrna=-0.7048385232272663,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=-0.6831968497067772,end_mrna=-0.6069694843188929,avg_mrna=-0.6499603209386842,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=-0.6069694843188929,end_mrna=-0.5709295478356962,avg_mrna=-0.5922928921517622,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=-0.5709295478356962,end_mrna=-0.5108256237659907,avg_mrna=-0.548722310346191,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=-0.5108256237659907,end_mrna=-0.4942963218147801,avg_mrna=-0.50376000504623,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=-0.4942963218147801,end_mrna=-0.4620354595965587,avg_mrna=-0.47529400592501514,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=-0.4620354595965587,end_mrna=-0.4307829160924542,avg_mrna=-0.4458737261047147,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=-0.4307829160924542,end_mrna=-0.4155154439616658,avg_mrna=-0.42692509818222946,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=-0.4155154439616658,end_mrna=-0.38566248081198456,avg_mrna=-0.40072074097460825,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=-0.38566248081198456,end_mrna=-0.363843433417345,avg_mrna=-0.37531759776094137,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=-0.363843433417345,end_mrna=-0.342490308946776,avg_mrna=-0.35501219629905584,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=-0.342490308946776,end_mrna=-0.3285040669720361,avg_mrna=-0.33758199630553337,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=-0.3285040669720361,end_mrna=-0.3078847797693004,avg_mrna=-0.3204729211829216,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=-0.3078847797693004,end_mrna=-0.2876820724517809,avg_mrna=-0.2970013938513389,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=-0.2876820724517809,end_mrna=-0.2678794451556012,avg_mrna=-0.2772917839279681,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=-0.2678794451556012,end_mrna=-0.25489224962879004,avg_mrna=-0.26027840223749393,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=-0.25231492861448956,end_mrna=-0.23572233352106983,avg_mrna=-0.2436775449414623,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=-0.23572233352106983,end_mrna=-0.2231435513142097,avg_mrna=-0.22698341059725,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=-0.2231435513142097,end_mrna=-0.21072103131565253,avg_mrna=-0.21400810554052313,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=-0.21072103131565253,end_mrna=-0.1827216368152944,avg_mrna=-0.19560688691252104,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=-0.1827216368152944,end_mrna=-0.16841865162496322,avg_mrna=-0.17738671612128032,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=-0.16841865162496322,end_mrna=-0.15082288973458366,avg_mrna=-0.15903793580386366,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=-0.15082288973458366,end_mrna=-0.13353139262452263,avg_mrna=-0.14186221026323345,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=-0.13353139262452263,end_mrna=-0.11093156070728166,avg_mrna=-0.11948036583104747,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=-0.11093156070728166,end_mrna=-0.09431067947124129,avg_mrna=-0.10181092199742925,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=-0.09431067947124129,end_mrna=-0.07257069283483537,avg_mrna=-0.08494849607148566,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=-0.07257069283483537,end_mrna=-0.06187540371808753,avg_mrna=-0.0669096154516026,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=-0.06187540371808753,end_mrna=-0.03770186718401153,avg_mrna=-0.04813109195679431,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=-0.03770186718401153,end_mrna=-0.025317807984289897,avg_mrna=-0.032311230864448814,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=-0.025317807984289897,end_mrna=-0.007024614936964466,avg_mrna=-0.01659532269230356,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=-0.007024614936964466,end_mrna=0.009950330853168092,avg_mrna=0.0019300142439951534,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=0.009950330853168092,end_mrna=0.024692612590371414,avg_mrna=0.015428310267169046,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=0.024692612590371414,end_mrna=0.042101176018635326,avg_mrna=0.03383121629666277,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=0.042101176018635326,end_mrna=0.058268908123975824,avg_mrna=0.0503145862640993,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=0.058268908123975824,end_mrna=0.08157998699242285,avg_mrna=0.07052143492217264,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=0.08157998699242285,end_mrna=0.0980337402713654,avg_mrna=0.08940799807680865,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=0.0980337402713654,end_mrna=0.11600367575630613,avg_mrna=0.105883165015006,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=0.11600367575630613,end_mrna=0.1336563848126736,avg_mrna=0.12371650589698943,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=0.1336563848126736,end_mrna=0.14842000511827322,avg_mrna=0.14170465226912848,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=0.14842000511827322,end_mrna=0.1764711431157791,avg_mrna=0.16216482345255548,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=0.17814618538347404,end_mrna=0.1906203596086497,avg_mrna=0.18410708708038104,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=0.1906203596086497,end_mrna=0.2070141693843261,avg_mrna=0.19949731763624892,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=0.2070141693843261,end_mrna=0.22872792960811028,avg_mrna=0.2178016426072247,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=0.22872792960811028,end_mrna=0.24294617861038942,avg_mrna=0.23603574202867222,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=0.24294617861038942,end_mrna=0.26773443464208485,avg_mrna=0.2570473466632396,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=0.2700271372130602,end_mrna=0.29266961396282004,avg_mrna=0.28069635336434123,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=0.29266961396282004,end_mrna=0.31115442863692305,avg_mrna=0.300318571007623,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=0.31115442863692305,end_mrna=0.3343270802748248,avg_mrna=0.32211383338601723,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=0.3343270802748248,end_mrna=0.35065687161316933,avg_mrna=0.3418850839501249,bin_k_given_mrna=0.24074074074074073 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=0.35065687161316933,end_mrna=0.3750059006234559,avg_mrna=0.3627458830788392,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=0.37843643572024505,end_mrna=0.4054651081081644,avg_mrna=0.39255357640718075,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=0.4054651081081644,end_mrna=0.42722659988967704,avg_mrna=0.4181433282915411,bin_k_given_mrna=0.25925925925925924 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=0.4285303810391604,end_mrna=0.4574248470388755,avg_mrna=0.44535848872854894,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=0.4574248470388755,end_mrna=0.47623417899637166,avg_mrna=0.4671204606863707,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=0.47623417899637166,end_mrna=0.5007752879124892,avg_mrna=0.4893176765691238,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=0.5007752879124892,end_mrna=0.5247285289349821,avg_mrna=0.513009906649269,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=0.5247285289349821,end_mrna=0.5481214085096876,avg_mrna=0.5373217897874765,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=0.5481214085096876,end_mrna=0.5738004229273791,avg_mrna=0.5604004271924642,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=0.5749265491725142,end_mrna=0.6015799870344548,avg_mrna=0.5885787813821863,bin_k_given_mrna=0.2222222222222222 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=0.6026752773958697,end_mrna=0.636576829071551,avg_mrna=0.6167189156440698,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=0.636576829071551,end_mrna=0.6678293725756554,avg_mrna=0.6521055743279616,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=0.6678293725756554,end_mrna=0.7163753066791525,avg_mrna=0.6962112431917907,bin_k_given_mrna=0.2222222222222222 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=0.7163753066791525,end_mrna=0.7514160886839212,avg_mrna=0.7313784166244186,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=0.7528301827211191,end_mrna=0.7907275088988094,avg_mrna=0.7695532354062506,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=0.7916341272745993,end_mrna=0.8437200390393197,avg_mrna=0.8161484882743235,bin_k_given_mrna=0.2037037037037037 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=0.8445798843201546,end_mrna=0.8919980393051105,avg_mrna=0.867213159153478,bin_k_given_mrna=0.25925925925925924 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=0.8919980393051105,end_mrna=0.945072533299607,avg_mrna=0.9218646974365936,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=0.9477893989335261,end_mrna=0.9987919533858987,avg_mrna=0.9756926057168559,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=0.9995283304442107,end_mrna=1.051870026115978,avg_mrna=1.0290674241454314,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=1.0543120297715298,end_mrna=1.1075720300395817,avg_mrna=1.0782592550173935,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=1.109552228706444,end_mrna=1.1631508098056809,avg_mrna=1.1360327272650403,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=1.164087870627021,end_mrna=1.2427126326418665,avg_mrna=1.1972521126979199,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=1.2432896667028863,end_mrna=1.3289300437303198,avg_mrna=1.2845997452049962,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=1.3289300437303198,end_mrna=1.3999506875673762,avg_mrna=1.3672065825207025,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=1.4011829736136412,end_mrna=1.4929040961781488,avg_mrna=1.4493457841609474,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=1.4944758939644187,end_mrna=1.616016227794223,avg_mrna=1.5653178663637708,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=1.6174060820832772,end_mrna=1.75958057086382,avg_mrna=1.6861482791876345,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=1.764216966221654,end_mrna=1.9473377010464987,avg_mrna=1.8519901712285327,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=1.956284718053853,end_mrna=2.1144466508785262,avg_mrna=2.0367440350054107,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=2.1214228639199373,end_mrna=2.4241830647415332,avg_mrna=2.2678575531796787,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=2.431857428698185,end_mrna=2.8560678264260164,avg_mrna=2.657971924143171,bin_k_given_mrna=0.2962962962962963 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=2.8570447537800976,end_mrna=3.2339614622862416,avg_mrna=3.046664534398285,bin_k_given_mrna=0.6111111111111112 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=3.2342372319809,end_mrna=3.564364434416003,avg_mrna=3.3726664038547005,bin_k_given_mrna=0.7962962962962963 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=46.0 (52),start_mrna=3.5689691574413787,end_mrna=5.422965671113147,avg_mrna=3.98911406190031,bin_k_given_mrna=0.7291666666666666 DEBUG:TRAINING FOLD #8 DEBUG:EVALUATE PR FOLD #8 DEBUG:(CONTROL) EVALUATE PR FOLD#8 DEBUG:BUILDING P(K|MSMS) CLASSIFIER: DEBUG: ...DONE: FilteredClassifier using weka.classifiers.functions.Logistic -R 1.0E-8 -M -1 on data filtered through weka.filters.unsupervised.attribute.Remove -R 1 Filtered Header @relation pp-prots-weka.filters.unsupervised.attribute.Remove-R1 @attribute pp numeric @attribute msms-prot {1,0} @data Classifier Model Logistic Regression with ridge parameter of 1.0E-8 Coefficients... Variable Coeff. 1 4.0534 Intercept -3.4137 Odds Ratios... Variable O.R. 1 57.5911 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=-2.0794415416798357,end_mrna=-1.2378743560016174,avg_mrna=-1.4910862679721255,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=-1.2378743560016174,end_mrna=-1.0078579253996456,avg_mrna=-1.089968484624483,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=-1.0078579253996456,end_mrna=-0.916290731874155,avg_mrna=-0.9609906265926529,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=-0.916290731874155,end_mrna=-0.843970070294529,avg_mrna=-0.8792547367728273,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=-0.843970070294529,end_mrna=-0.7874578600311866,avg_mrna=-0.8195584773921312,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=-0.7874578600311866,end_mrna=-0.7339691750802004,avg_mrna=-0.7605660268528017,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=-0.7339691750802004,end_mrna=-0.6831968497067772,avg_mrna=-0.7063693433585227,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=-0.6831968497067772,end_mrna=-0.6348782724359695,avg_mrna=-0.6568608154954064,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=-0.6254885320861304,end_mrna=-0.579818495252942,avg_mrna=-0.6071164465022811,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=-0.579818495252942,end_mrna=-0.5361434317502807,avg_mrna=-0.555426624430192,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=-0.5361434317502807,end_mrna=-0.5108256237659907,avg_mrna=-0.5194263964431434,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=-0.5108256237659907,end_mrna=-0.4780358009429998,avg_mrna=-0.4938305568254732,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=-0.4780358009429998,end_mrna=-0.4462871026284195,avg_mrna=-0.4637858400759659,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=-0.4462871026284195,end_mrna=-0.4307829160924542,avg_mrna=-0.43652568337700665,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=-0.4307829160924542,end_mrna=-0.4079682383262829,avg_mrna=-0.4199476790769614,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=-0.4079682383262829,end_mrna=-0.3783364407199117,avg_mrna=-0.39076660858225537,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=-0.3783364407199117,end_mrna=-0.35667494393873245,avg_mrna=-0.36946965584040353,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=-0.35667494393873245,end_mrna=-0.342490308946776,avg_mrna=-0.35140258081894965,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=-0.342490308946776,end_mrna=-0.32158362412746233,avg_mrna=-0.3333747184989329,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=-0.32158362412746233,end_mrna=-0.3011050927839216,avg_mrna=-0.31047553002067185,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=-0.3011050927839216,end_mrna=-0.2744368457017603,avg_mrna=-0.2891527168874897,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=-0.2744368457017603,end_mrna=-0.2613647641344075,avg_mrna=-0.2679163955485826,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=-0.25747623039471507,end_mrna=-0.24207156119972859,avg_mrna=-0.2511883339543827,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=-0.24207156119972859,end_mrna=-0.2231435513142097,avg_mrna=-0.2346182124048458,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=-0.2231435513142097,end_mrna=-0.2144316107121882,avg_mrna=-0.22000529365154037,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=-0.2144316107121882,end_mrna=-0.19845093872383832,avg_mrna=-0.20755346125556903,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=-0.19845093872383832,end_mrna=-0.18032355413128162,avg_mrna=-0.18969069042080985,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=-0.18032355413128162,end_mrna=-0.16251892949777494,avg_mrna=-0.17377722603127502,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=-0.16251892949777494,end_mrna=-0.14502577205025774,avg_mrna=-0.15233811032563607,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=-0.14502577205025774,end_mrna=-0.12443007837817703,avg_mrna=-0.13601295052034962,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=-0.12216763397420753,end_mrna=-0.10536051565782628,avg_mrna=-0.11544571917307901,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=-0.10536051565782628,end_mrna=-0.09101939838716855,avg_mrna=-0.09906702987769886,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=-0.09101939838716855,end_mrna=-0.07257069283483537,avg_mrna=-0.08187392662300039,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=-0.07257069283483537,end_mrna=-0.06187540371808753,avg_mrna=-0.06649825817788152,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=-0.06187540371808753,end_mrna=-0.04395188752918283,avg_mrna=-0.051871140072408777,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=-0.04395188752918283,end_mrna=-0.030459207484708574,avg_mrna=-0.03563606458389839,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=-0.030459207484708574,end_mrna=-0.01005033585350145,avg_mrna=-0.017612130937965355,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=-0.01005033585350145,end_mrna=0.006975613736425138,avg_mrna=1.2324709591296707E-4,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=0.009950330853168092,end_mrna=0.02273948696948934,avg_mrna=0.01416102360942889,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=0.02273948696948934,end_mrna=0.03922071315328133,avg_mrna=0.03200707553464646,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=0.042101176018635326,end_mrna=0.05354076692802976,avg_mrna=0.048141340013503495,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=0.055434706888100524,end_mrna=0.0861776962410524,avg_mrna=0.07074809194363534,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=0.0861776962410524,end_mrna=0.09984533496971612,avg_mrna=0.09213077492716643,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=0.09984533496971612,end_mrna=0.11955923505763925,avg_mrna=0.11146993459588493,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=0.12221763272424911,end_mrna=0.142367241286922,avg_mrna=0.13450309191512588,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=0.142367241286922,end_mrna=0.16296882827813972,avg_mrna=0.15201191191450422,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=0.16296882827813972,end_mrna=0.18647956694261839,avg_mrna=0.17714124203075896,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=0.18647956694261839,end_mrna=0.20294084399669038,avg_mrna=0.19316511759023308,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=0.20294084399669038,end_mrna=0.219135529916671,avg_mrna=0.21066955871256404,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=0.219135529916671,end_mrna=0.23507212217948348,avg_mrna=0.22825717522763775,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=0.23665190133900194,end_mrna=0.25075871834718305,avg_mrna=0.24337605233933915,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=0.25075871834718305,end_mrna=0.27763173659827955,avg_mrna=0.26388082047849465,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=0.27763173659827955,end_mrna=0.30010459245033816,avg_mrna=0.288862436148274,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=0.30010459245033816,end_mrna=0.3184537311185346,avg_mrna=0.3086384336155535,bin_k_given_mrna=0.2037037037037037 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=0.3184537311185346,end_mrna=0.34145977813225203,avg_mrna=0.32973567215031613,bin_k_given_mrna=0.2222222222222222 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=0.34145977813225203,end_mrna=0.36464311358790924,avg_mrna=0.351040532486476,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=0.36464311358790924,end_mrna=0.3920420877760237,avg_mrna=0.37688310084627064,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=0.3920420877760237,end_mrna=0.4219944100593749,avg_mrna=0.4063563502122459,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=0.4219944100593749,end_mrna=0.45107561936021673,avg_mrna=0.43664048445435577,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=0.45107561936021673,end_mrna=0.4718768736274159,avg_mrna=0.46076955640712064,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=0.4718768736274159,end_mrna=0.5007752879124892,avg_mrna=0.4833822639652209,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=0.5007752879124892,end_mrna=0.5205779152086689,avg_mrna=0.5115731819364051,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=0.5205779152086689,end_mrna=0.5440669575457926,avg_mrna=0.5321687218629139,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=0.5463857991645416,end_mrna=0.56815069038526,avg_mrna=0.5562131157756476,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=0.56815069038526,end_mrna=0.596085467716814,avg_mrna=0.5835854174327468,bin_k_given_mrna=0.2037037037037037 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=0.5971867894140341,end_mrna=0.6339278208999741,avg_mrna=0.6136684584036106,bin_k_given_mrna=0.2037037037037037 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=0.6339278208999741,end_mrna=0.6678293725756554,avg_mrna=0.6507989813276093,bin_k_given_mrna=0.2037037037037037 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=0.6678293725756554,end_mrna=0.7030975114131134,avg_mrna=0.6867256841636128,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=0.7045815581856085,end_mrna=0.7371640659767196,avg_mrna=0.7184327739856067,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=0.7371640659767196,end_mrna=0.7747271675523681,avg_mrna=0.7592900627356985,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=0.7747271675523681,end_mrna=0.8122626614501074,avg_mrna=0.7932865812635413,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=0.8122626614501074,end_mrna=0.870037347356693,avg_mrna=0.8431718096951002,bin_k_given_mrna=0.2962962962962963 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=0.8712933659434193,end_mrna=0.9134868045414208,avg_mrna=0.8914255821608351,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=0.914288729203482,end_mrna=0.9669838461896731,avg_mrna=0.9412247940378522,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=0.9681238805141723,end_mrna=1.0141431320416596,avg_mrna=0.989187927207753,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=1.0152306797290587,end_mrna=1.0636757187872132,avg_mrna=1.0404004086067862,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=1.0647107369924282,end_mrna=1.1184149159642893,avg_mrna=1.090678208357373,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=1.1184149159642893,end_mrna=1.172482137234565,avg_mrna=1.145909822757583,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=1.172482137234565,end_mrna=1.252762968495368,avg_mrna=1.2048495561318848,bin_k_given_mrna=0.2037037037037037 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=1.252762968495368,end_mrna=1.3410354547142758,avg_mrna=1.2992817656530478,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=1.3428648031925547,end_mrna=1.4122057429043917,avg_mrna=1.3797353598822093,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=1.4134230285081433,end_mrna=1.5260563034950492,avg_mrna=1.4661313156800122,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=1.52757688595378,end_mrna=1.6380253692860127,avg_mrna=1.5874027621273115,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=1.6395790693460872,end_mrna=1.7842312028072635,avg_mrna=1.7060665142337945,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=1.7845669986465504,end_mrna=1.9882852226379728,avg_mrna=1.8738302654598142,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=1.9885590452026627,end_mrna=2.1427683915401605,avg_mrna=2.0506679358020627,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=2.1447610078004784,end_mrna=2.459845219192629,avg_mrna=2.2850409037108315,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=2.4610407786860184,end_mrna=2.8918706340199005,avg_mrna=2.686114033075786,bin_k_given_mrna=0.3888888888888889 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=2.9107188992270343,end_mrna=3.2339614622862416,avg_mrna=3.067119709545269,bin_k_given_mrna=0.6296296296296297 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=3.2342372319809,end_mrna=3.5409593240373143,avg_mrna=3.3740162136470984,bin_k_given_mrna=0.7592592592592593 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=44.0 (52),start_mrna=3.564364434416003,end_mrna=5.422965671113147,avg_mrna=3.9782741351553637,bin_k_given_mrna=0.717391304347826 DEBUG:TRAINING FOLD #9 DEBUG:EVALUATE PR FOLD #9 DEBUG:(CONTROL) EVALUATE PR FOLD#9 LOG:RUN=1, RANDOM SEED (for makeFolds): 5779575701670124528 DEBUG:number of total foldees = 270 DEBUG:number of total nonTestFoldees = 4927 DEBUG:1. FOLDEE FOLD 0 SIZE = 27 DEBUG:1. FOLDEE FOLD 1 SIZE = 27 DEBUG:1. FOLDEE FOLD 2 SIZE = 27 DEBUG:1. FOLDEE FOLD 3 SIZE = 27 DEBUG:1. FOLDEE FOLD 4 SIZE = 27 DEBUG:1. FOLDEE FOLD 5 SIZE = 27 DEBUG:1. FOLDEE FOLD 6 SIZE = 27 DEBUG:1. FOLDEE FOLD 7 SIZE = 27 DEBUG:1. FOLDEE FOLD 8 SIZE = 27 DEBUG:1. FOLDEE FOLD 9 SIZE = 27 DEBUG:2. FOLDEE FOLD 0 SIZE = 69 DEBUG:2. FOLDEE FOLD 1 SIZE = 45 DEBUG:2. FOLDEE FOLD 2 SIZE = 78 DEBUG:2. FOLDEE FOLD 3 SIZE = 65 DEBUG:2. FOLDEE FOLD 4 SIZE = 71 DEBUG:2. FOLDEE FOLD 5 SIZE = 41 DEBUG:2. FOLDEE FOLD 6 SIZE = 110 DEBUG:2. FOLDEE FOLD 7 SIZE = 102 DEBUG:2. FOLDEE FOLD 8 SIZE = 104 DEBUG:2. FOLDEE FOLD 9 SIZE = 112 DEBUG:3. FOLD 0 SIZE = 521 DEBUG:3. FOLD 1 SIZE = 521 DEBUG:3. FOLD 2 SIZE = 523 DEBUG:3. FOLD 3 SIZE = 525 DEBUG:3. FOLD 4 SIZE = 521 DEBUG:3. FOLD 5 SIZE = 524 DEBUG:3. FOLD 6 SIZE = 523 DEBUG:3. FOLD 7 SIZE = 522 DEBUG:3. FOLD 8 SIZE = 522 DEBUG:3. FOLD 9 SIZE = 495 DEBUG:FOLDEE + NONTEST-FOLDEE 0 SIZE = 521 DEBUG:FOLDEE + NONTEST-FOLDEE 1 SIZE = 521 DEBUG:FOLDEE + NONTEST-FOLDEE 2 SIZE = 523 DEBUG:FOLDEE + NONTEST-FOLDEE 3 SIZE = 525 DEBUG:FOLDEE + NONTEST-FOLDEE 4 SIZE = 521 DEBUG:FOLDEE + NONTEST-FOLDEE 5 SIZE = 524 DEBUG:FOLDEE + NONTEST-FOLDEE 6 SIZE = 523 DEBUG:FOLDEE + NONTEST-FOLDEE 7 SIZE = 522 DEBUG:FOLDEE + NONTEST-FOLDEE 8 SIZE = 522 DEBUG:FOLDEE + NONTEST-FOLDEE 9 SIZE = 495 DEBUG:BUILDING P(K|MSMS) CLASSIFIER: DEBUG: ...DONE: FilteredClassifier using weka.classifiers.functions.Logistic -R 1.0E-8 -M -1 on data filtered through weka.filters.unsupervised.attribute.Remove -R 1 Filtered Header @relation pp-prots-weka.filters.unsupervised.attribute.Remove-R1 @attribute pp numeric @attribute msms-prot {1,0} @data Classifier Model Logistic Regression with ridge parameter of 1.0E-8 Coefficients... Variable Coeff. 1 3.5495 Intercept -2.9436 Odds Ratios... Variable O.R. 1 34.7963 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-2.0794415416798357,end_mrna=-1.3280254529959148,avg_mrna=-1.5129533564611273,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-1.3093333199837622,end_mrna=-1.0642108619507773,avg_mrna=-1.1731903797649774,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-1.0642108619507773,end_mrna=-0.9545119446943529,avg_mrna=-0.9977401318491055,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-0.9545119446943529,end_mrna=-0.8675005677047232,avg_mrna=-0.9084870382591507,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-0.8675005677047232,end_mrna=-0.8209805520698302,avg_mrna=-0.8405346491307613,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-0.8096809968158968,end_mrna=-0.7194911558995473,avg_mrna=-0.7685907952614358,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-0.7133498878774648,end_mrna=-0.6733445532637656,avg_mrna=-0.6998813538795845,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-0.6733445532637656,end_mrna=-0.616186139423817,avg_mrna=-0.6463868119367375,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-0.616186139423817,end_mrna=-0.579818495252942,avg_mrna=-0.5985999301662248,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-0.579818495252942,end_mrna=-0.5361434317502807,avg_mrna=-0.558585700573005,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-0.5361434317502807,end_mrna=-0.5025268209512956,avg_mrna=-0.5151571801774177,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-0.5025268209512956,end_mrna=-0.4700036292457356,avg_mrna=-0.48589451232566305,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-0.4700036292457356,end_mrna=-0.43850496218636453,avg_mrna=-0.4555360657814568,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-0.43850496218636453,end_mrna=-0.4231200433468851,avg_mrna=-0.4322137580276735,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-0.4231200433468851,end_mrna=-0.40047756659712525,avg_mrna=-0.4143786979877909,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-0.40047756659712525,end_mrna=-0.3812604194113469,avg_mrna=-0.3918355322033232,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-0.3812604194113469,end_mrna=-0.363843433417345,avg_mrna=-0.37203018079624184,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-0.363843433417345,end_mrna=-0.342490308946776,avg_mrna=-0.35378028527190775,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-0.342490308946776,end_mrna=-0.3285040669720361,avg_mrna=-0.3367750977300676,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-0.3285040669720361,end_mrna=-0.31471074483970024,avg_mrna=-0.32247289175104643,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-0.31471074483970024,end_mrna=-0.29437106060257756,avg_mrna=-0.3021361736659948,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-0.29437106060257756,end_mrna=-0.2744368457017603,avg_mrna=-0.28424624760024725,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-0.2744368457017603,end_mrna=-0.25747623039471507,avg_mrna=-0.26628556715367435,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-0.25747623039471507,end_mrna=-0.24207156119972859,avg_mrna=-0.24970711576255697,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-0.24207156119972859,end_mrna=-0.2144316107121882,avg_mrna=-0.22564505738654597,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-0.2144316107121882,end_mrna=-0.19845093872383832,avg_mrna=-0.20788320089828016,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-0.19845093872383832,end_mrna=-0.18032355413128162,avg_mrna=-0.19001897250536495,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-0.18032355413128162,end_mrna=-0.1660545843300827,avg_mrna=-0.17459232365427163,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-0.1660545843300827,end_mrna=-0.14734058789870913,avg_mrna=-0.15619805033661993,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-0.14734058789870913,end_mrna=-0.12216763397420753,avg_mrna=-0.13688224246736774,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-0.12216763397420753,end_mrna=-0.10536051565782628,avg_mrna=-0.11350643629041965,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-0.10536051565782628,end_mrna=-0.0888312137066157,avg_mrna=-0.09724396367873428,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-0.0888312137066157,end_mrna=-0.07257069283483537,avg_mrna=-0.0794786066487329,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-0.07257069283483537,end_mrna=-0.054456185796058855,avg_mrna=-0.0629470830902522,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-0.054456185796058855,end_mrna=-0.040821994520255166,avg_mrna=-0.04760552108173645,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-0.040821994520255166,end_mrna=-0.025317807984289897,avg_mrna=-0.03138272357950122,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-0.025317807984289897,end_mrna=-0.007024614936964466,avg_mrna=-0.015300647924164305,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-0.007024614936964466,end_mrna=0.014888612493750559,avg_mrna=0.002826257236949526,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.014888612493750559,end_mrna=0.03440142671733232,avg_mrna=0.024712121427185565,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.03440142671733232,end_mrna=0.04879016416943205,avg_mrna=0.04240322751698654,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.04879016416943205,end_mrna=0.06297479916138839,avg_mrna=0.0563539173807549,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.06297479916138839,end_mrna=0.0861776962410524,avg_mrna=0.07884328962405397,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.0861776962410524,end_mrna=0.10436001532424286,avg_mrna=0.0962212015006277,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.10436001532424286,end_mrna=0.12221763272424911,avg_mrna=0.1153199459829201,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.12221763272424911,end_mrna=0.14842000511827322,avg_mrna=0.13699761064848873,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.14842000511827322,end_mrna=0.17814618538347404,avg_mrna=0.16306988759210214,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.17814618538347404,end_mrna=0.19474407679251185,avg_mrna=0.18518979552856146,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.19474407679251185,end_mrna=0.2151113796169455,avg_mrna=0.20447689744357303,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.2151113796169455,end_mrna=0.233489843368354,avg_mrna=0.224803497370436,bin_k_given_mrna=0.2037037037037037 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.233489843368354,end_mrna=0.25231392861398955,avg_mrna=0.24368529475266834,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.25231392861398955,end_mrna=0.2723145953206591,avg_mrna=0.26296944450869536,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.2723145953206591,end_mrna=0.2949059175411005,avg_mrna=0.28491477211544775,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.2963940130538024,end_mrna=0.3184537311185346,avg_mrna=0.3079392274571185,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.3184537311185346,end_mrna=0.3400373027857091,avg_mrna=0.3309706478073639,bin_k_given_mrna=0.2037037037037037 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.3400373027857091,end_mrna=0.3597701488460348,avg_mrna=0.3502169121828469,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.3611648492115845,end_mrna=0.39001300354924284,avg_mrna=0.37438722045649087,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.39001300354924284,end_mrna=0.41871033485818504,avg_mrna=0.4046237780728354,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.41871033485818504,end_mrna=0.44916296337388373,avg_mrna=0.43408300157254864,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.44916296337388373,end_mrna=0.4718768736274159,avg_mrna=0.46168138260304264,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.47312375658197914,end_mrna=0.49286529838899784,avg_mrna=0.4813632391023796,bin_k_given_mrna=0.2037037037037037 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.49286529838899784,end_mrna=0.514618422004687,avg_mrna=0.5045131817767318,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.5158131652770298,end_mrna=0.5364933705145685,avg_mrna=0.5246866703945862,bin_k_given_mrna=0.2222222222222222 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.5382462193419829,end_mrna=0.5624688569178291,avg_mrna=0.5501856825223087,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.5636078092049601,end_mrna=0.5877866649021191,avg_mrna=0.576549216294829,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.5877866649021191,end_mrna=0.6151856390902335,avg_mrna=0.6023419570593573,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.6151856390902335,end_mrna=0.6523251860396901,avg_mrna=0.636400469060987,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.6523251860396901,end_mrna=0.6931471805599453,avg_mrna=0.6729788328250689,bin_k_given_mrna=0.24074074074074073 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.6931471805599453,end_mrna=0.7212486106708201,avg_mrna=0.7084804787167489,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.7227059828014898,end_mrna=0.7654678421395714,avg_mrna=0.7455336670613513,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.7654678421395714,end_mrna=0.7952524034970989,avg_mrna=0.7789253261702965,bin_k_given_mrna=0.2222222222222222 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.7952524034970989,end_mrna=0.8480118911208606,avg_mrna=0.8214228510793142,bin_k_given_mrna=0.2222222222222222 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.848868055556721,end_mrna=0.8960880245566357,avg_mrna=0.8733557120390519,bin_k_given_mrna=0.2222222222222222 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.8960880245566357,end_mrna=0.9489515141137035,avg_mrna=0.9233998441880705,bin_k_given_mrna=0.2037037037037037 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.9528155065565274,end_mrna=1.0032021038634515,avg_mrna=0.9781585447156211,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=1.0043016091968684,end_mrna=1.0602179006807981,avg_mrna=1.035668947230308,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=1.0602179006807981,end_mrna=1.1226542831483477,avg_mrna=1.090168170859632,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=1.1233049012584813,end_mrna=1.1777314931207088,avg_mrna=1.151926481877276,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=1.1777314931207088,end_mrna=1.2627132993485362,avg_mrna=1.2187486646084165,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=1.264973825883335,end_mrna=1.3376291891386096,avg_mrna=1.300171043149756,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=1.3376291891386096,end_mrna=1.4141526892482872,avg_mrna=1.376602590765188,bin_k_given_mrna=0.2037037037037037 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=1.4151247427877676,end_mrna=1.5282278570085572,avg_mrna=1.4678708859971044,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=1.5353607090377845,end_mrna=1.6380253692860127,avg_mrna=1.5892535756968624,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=1.6395790693460872,end_mrna=1.7845669986465504,avg_mrna=1.7106423105605613,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=1.787918769842117,end_mrna=1.956284718053853,avg_mrna=1.8678428720121754,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=1.9605172300156728,end_mrna=2.1122716862705384,avg_mrna=2.038301356813821,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=2.1144466508785262,end_mrna=2.3872019387139245,avg_mrna=2.242177303415671,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=2.389954739130953,end_mrna=2.833213344056216,avg_mrna=2.607780808012641,bin_k_given_mrna=0.2962962962962963 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=2.8387860230912647,end_mrna=3.1826266921930797,avg_mrna=3.0026380550698706,bin_k_given_mrna=0.6296296296296297 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=3.1880041612011136,end_mrna=3.507357577490546,avg_mrna=3.3468840223907708,bin_k_given_mrna=0.7592592592592593 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=48.0 (52),start_mrna=3.525772116243786,end_mrna=5.422965671113147,avg_mrna=3.9593619557981774,bin_k_given_mrna=0.72 DEBUG:TRAINING FOLD #0 DEBUG:EVALUATE PR FOLD #0 DEBUG:(CONTROL) EVALUATE PR FOLD#0 DEBUG:BUILDING P(K|MSMS) CLASSIFIER: DEBUG: ...DONE: FilteredClassifier using weka.classifiers.functions.Logistic -R 1.0E-8 -M -1 on data filtered through weka.filters.unsupervised.attribute.Remove -R 1 Filtered Header @relation pp-prots-weka.filters.unsupervised.attribute.Remove-R1 @attribute pp numeric @attribute msms-prot {1,0} @data Classifier Model Logistic Regression with ridge parameter of 1.0E-8 Coefficients... Variable Coeff. 1 4.144 Intercept -3.4295 Odds Ratios... Variable O.R. 1 63.0557 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=-2.0794415416798357,end_mrna=-1.2552660987134865,avg_mrna=-1.4632082814334093,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=-1.2378743560016174,end_mrna=-1.0498221244986778,avg_mrna=-1.145527737268524,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=-1.0498221244986778,end_mrna=-0.9545119446943529,avg_mrna=-0.9992158063635806,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=-0.9545119446943529,end_mrna=-0.8675005677047232,avg_mrna=-0.9095165574146112,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=-0.8675005677047232,end_mrna=-0.7985076962177716,avg_mrna=-0.8324353194064861,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=-0.7985076962177716,end_mrna=-0.7339691750802004,avg_mrna=-0.7625532670581586,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=-0.7339691750802004,end_mrna=-0.6831968497067772,avg_mrna=-0.7073457342310887,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=-0.6831968497067772,end_mrna=-0.6443570163905132,avg_mrna=-0.6648334155463543,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=-0.6443570163905132,end_mrna=-0.6069694843188929,avg_mrna=-0.6216502229921967,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=-0.6069694843188929,end_mrna=-0.5621189181535413,avg_mrna=-0.5806087596747888,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=-0.5621189181535413,end_mrna=-0.527632742082372,avg_mrna=-0.5383644954539298,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=-0.5191938734365074,end_mrna=-0.4780358009429998,avg_mrna=-0.4966233117994174,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=-0.4780358009429998,end_mrna=-0.4307829160924542,avg_mrna=-0.4547228238911257,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=-0.4307829160924542,end_mrna=-0.4155154439616658,avg_mrna=-0.4258970139846744,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=-0.4155154439616658,end_mrna=-0.3930425881096072,avg_mrna=-0.40381220451322536,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=-0.3930425881096072,end_mrna=-0.37106368139083207,avg_mrna=-0.3833340636248334,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=-0.37106368139083207,end_mrna=-0.34955747616986843,avg_mrna=-0.3599484624537193,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=-0.34955747616986843,end_mrna=-0.33267943838251673,avg_mrna=-0.33963444195423453,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=-0.33267943838251673,end_mrna=-0.31471074483970024,avg_mrna=-0.3251010843168632,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=-0.31471074483970024,end_mrna=-0.29437106060257756,avg_mrna=-0.30503363865759925,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=-0.29437106060257756,end_mrna=-0.2744368457017603,avg_mrna=-0.28654634931957235,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=-0.2744368457017603,end_mrna=-0.25489224962879004,avg_mrna=-0.26514354408818047,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=-0.25489224962879004,end_mrna=-0.23572233352106983,avg_mrna=-0.24623686428146696,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=-0.23572233352106983,end_mrna=-0.2231435513142097,avg_mrna=-0.22809551110845885,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=-0.2231435513142097,end_mrna=-0.21072103131565253,avg_mrna=-0.21544147323266435,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=-0.21072103131565253,end_mrna=-0.19237189264745613,avg_mrna=-0.20245869226188432,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=-0.19237189264745613,end_mrna=-0.17793120849266178,avg_mrna=-0.18423371458533194,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=-0.17793120849266178,end_mrna=-0.15082288973458366,avg_mrna=-0.16695278898592952,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=-0.15082288973458366,end_mrna=-0.13353139262452263,avg_mrna=-0.1417603287638153,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=-0.13353139262452263,end_mrna=-0.11093156070728166,avg_mrna=-0.12088268812417113,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=-0.11093156070728166,end_mrna=-0.09101939838716855,avg_mrna=-0.10353883438519897,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=-0.09101939838716855,end_mrna=-0.07257069283483537,avg_mrna=-0.0822287094220837,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=-0.07257069283483537,end_mrna=-0.06187540371808753,avg_mrna=-0.06670393681474206,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=-0.06187540371808753,end_mrna=-0.04395188752918283,avg_mrna=-0.052215823076041556,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=-0.04395188752918283,end_mrna=-0.030459207484708574,avg_mrna=-0.03714907645578686,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=-0.030459207484708574,end_mrna=-0.01308523954865548,avg_mrna=-0.022795832637715896,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=-0.01308523954865548,end_mrna=0.004987541511038968,avg_mrna=-0.003365730202686719,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=0.004987541511038968,end_mrna=0.01980262729617973,avg_mrna=0.012106748721762817,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=0.02273948696948934,end_mrna=0.04401688541677426,avg_mrna=0.03374487807456184,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=0.04401688541677426,end_mrna=0.058268908123975824,avg_mrna=0.050995707273444275,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=0.058268908123975824,end_mrna=0.07232066157962608,avg_mrna=0.06511062432939145,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=0.0769610411361284,end_mrna=0.0980337402713654,avg_mrna=0.08638190759399102,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=0.09984533496971612,end_mrna=0.11600367575630613,avg_mrna=0.10761414837160196,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=0.11600367575630613,end_mrna=0.13976194237515863,avg_mrna=0.12829034667137101,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=0.13976194237515863,end_mrna=0.1570037488096647,avg_mrna=0.14726033862559304,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=0.1570037488096647,end_mrna=0.1823215567939546,avg_mrna=0.1722031933146032,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=0.1823215567939546,end_mrna=0.19885085874516517,avg_mrna=0.19040397748349397,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=0.19885085874516517,end_mrna=0.21752781252857414,avg_mrna=0.20762673649422367,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=0.21752781252857414,end_mrna=0.23507212217948348,avg_mrna=0.22583386342765246,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=0.23507212217948348,end_mrna=0.25075871834718305,avg_mrna=0.24295145189095502,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=0.25075871834718305,end_mrna=0.2723145953206591,avg_mrna=0.2615174069369907,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=0.2723145953206591,end_mrna=0.2963940130538024,avg_mrna=0.2835157898782437,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=0.2963940130538024,end_mrna=0.316998126785834,avg_mrna=0.3043785403736279,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=0.316998126785834,end_mrna=0.33647223662121284,avg_mrna=0.32727496626310476,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=0.33647223662121284,end_mrna=0.3555743384946994,avg_mrna=0.34564550006582456,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=0.3555743384946994,end_mrna=0.38321949916084475,avg_mrna=0.36907444540698015,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=0.3852624007906449,end_mrna=0.412109650826833,avg_mrna=0.39898568957387515,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=0.412109650826833,end_mrna=0.4382549309311553,avg_mrna=0.42389992208194316,bin_k_given_mrna=0.24074074074074073 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=0.4382549309311553,end_mrna=0.46561903092791146,avg_mrna=0.45260775381958196,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=0.46561903092791146,end_mrna=0.4885800148186709,avg_mrna=0.4772171547238411,bin_k_given_mrna=0.2222222222222222 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=0.4885800148186709,end_mrna=0.5128236264286636,avg_mrna=0.5018213509602873,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=0.5128236264286636,end_mrna=0.5364933705145685,avg_mrna=0.5207433598856538,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=0.5364933705145685,end_mrna=0.5624688569178291,avg_mrna=0.5505058157514809,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=0.5624688569178291,end_mrna=0.5905605917848442,avg_mrna=0.5776486494377926,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=0.5916680116100914,end_mrna=0.6259384308664953,avg_mrna=0.6067691944886577,bin_k_given_mrna=0.2222222222222222 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=0.6259384308664953,end_mrna=0.6611403844248589,avg_mrna=0.6442606496454452,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=0.6626879730752367,end_mrna=0.6956440607585325,avg_mrna=0.6815639118154718,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=0.6966410698142012,end_mrna=0.7275486072772777,avg_mrna=0.7129698184641065,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=0.7275486072772777,end_mrna=0.7701082216960737,avg_mrna=0.7536453833296479,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=0.7701082216960737,end_mrna=0.8020015854720274,avg_mrna=0.7858904183994777,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=0.8033459728580209,end_mrna=0.8544153281560676,avg_mrna=0.8303331433807207,bin_k_given_mrna=0.24074074074074073 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=0.8565407274683811,end_mrna=0.8960880245566357,avg_mrna=0.8773713134548825,bin_k_given_mrna=0.2222222222222222 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=0.8960880245566357,end_mrna=0.9439058989071284,avg_mrna=0.9218646741760058,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=0.9439058989071284,end_mrna=0.9913982043609604,avg_mrna=0.9687618847826104,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=0.9921400441575929,end_mrna=1.0455630675782943,avg_mrna=1.0189237708206431,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=1.0473189942805592,end_mrna=1.0969442315674127,avg_mrna=1.0708645366560285,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=1.0986122886681096,end_mrna=1.1568811967920856,avg_mrna=1.1303627539004413,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=1.161587087829498,end_mrna=1.2223037610106595,avg_mrna=1.1871433230118364,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=1.2223037610106595,end_mrna=1.3137236682850553,avg_mrna=1.2683189798070313,bin_k_given_mrna=0.2037037037037037 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=1.3145297948905799,end_mrna=1.3880428316540074,avg_mrna=1.349623405677434,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=1.3887912413184778,end_mrna=1.4731598941414727,avg_mrna=1.4236090345275711,bin_k_given_mrna=0.2037037037037037 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=1.4736181892915656,end_mrna=1.596352672885445,avg_mrna=1.5298197744494015,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=1.596757859276726,end_mrna=1.7186509974074167,avg_mrna=1.6493977947139664,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=1.7222307399092225,end_mrna=1.8980695339214695,avg_mrna=1.8107582814030074,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=1.9070208095631438,end_mrna=2.087533711577172,avg_mrna=2.0038323362112105,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=2.0881534822818573,end_mrna=2.3718312657308602,avg_mrna=2.220490852033969,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=2.3872019387139245,end_mrna=2.8387860230912647,avg_mrna=2.6161140129535636,bin_k_given_mrna=0.3148148148148148 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=2.8392538867175547,end_mrna=3.1636590542302705,avg_mrna=3.000553455874903,bin_k_given_mrna=0.6296296296296297 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=3.1654750481410856,end_mrna=3.4730528187625835,avg_mrna=3.330315310163096,bin_k_given_mrna=0.8148148148148148 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=48.0 (52),start_mrna=3.4733629924623406,end_mrna=5.422965671113147,avg_mrna=3.895166593662965,bin_k_given_mrna=0.72 DEBUG:TRAINING FOLD #1 DEBUG:EVALUATE PR FOLD #1 DEBUG:(CONTROL) EVALUATE PR FOLD#1 DEBUG:BUILDING P(K|MSMS) CLASSIFIER: DEBUG: ...DONE: FilteredClassifier using weka.classifiers.functions.Logistic -R 1.0E-8 -M -1 on data filtered through weka.filters.unsupervised.attribute.Remove -R 1 Filtered Header @relation pp-prots-weka.filters.unsupervised.attribute.Remove-R1 @attribute pp numeric @attribute msms-prot {1,0} @data Classifier Model Logistic Regression with ridge parameter of 1.0E-8 Coefficients... Variable Coeff. 1 4.1018 Intercept -3.4686 Odds Ratios... Variable O.R. 1 60.448 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=-2.0794415416798357,end_mrna=-1.2909841813155656,avg_mrna=-1.499905129898291,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=-1.2729656758128873,end_mrna=-1.0498221244986778,avg_mrna=-1.1620605500985257,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=-1.0498221244986778,end_mrna=-0.9545119446943529,avg_mrna=-0.9955500302172605,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=-0.9545119446943529,end_mrna=-0.8675005677047232,avg_mrna=-0.9049901493965666,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=-0.8675005677047232,end_mrna=-0.7985076962177716,avg_mrna=-0.8292700906025045,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=-0.7985076962177716,end_mrna=-0.7444404749474959,avg_mrna=-0.7684372943946196,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=-0.7444404749474959,end_mrna=-0.6931471805599453,avg_mrna=-0.7125361679443609,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=-0.6931471805599453,end_mrna=-0.6348782724359695,avg_mrna=-0.6667514540654408,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=-0.6348782724359695,end_mrna=-0.5978370007556204,avg_mrna=-0.6159214461005974,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=-0.5978370007556204,end_mrna=-0.5621189181535413,avg_mrna=-0.5781723187412139,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=-0.5621189181535413,end_mrna=-0.527632742082372,avg_mrna=-0.5390276911476062,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=-0.527632742082372,end_mrna=-0.4942963218147801,avg_mrna=-0.5067397692665021,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=-0.4942963218147801,end_mrna=-0.4462871026284195,avg_mrna=-0.46572476785273637,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=-0.4462871026284195,end_mrna=-0.4307829160924542,avg_mrna=-0.43533305364347086,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=-0.4307829160924542,end_mrna=-0.4079682383262829,avg_mrna=-0.41889308507108,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=-0.4079682383262829,end_mrna=-0.38566248081198456,avg_mrna=-0.39531624878252547,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=-0.38566248081198456,end_mrna=-0.363843433417345,avg_mrna=-0.3761414964221219,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=-0.363843433417345,end_mrna=-0.342490308946776,avg_mrna=-0.35079433786642367,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=-0.33827385856784115,end_mrna=-0.3243460568233724,avg_mrna=-0.33102450808073386,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=-0.32158362412746233,end_mrna=-0.3011050927839216,avg_mrna=-0.3140198912147465,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=-0.3011050927839216,end_mrna=-0.2876820724517809,avg_mrna=-0.2947182929646793,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=-0.2876820724517809,end_mrna=-0.2678794451556012,avg_mrna=-0.2757969281648319,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=-0.26526847761488087,end_mrna=-0.24207156119972859,avg_mrna=-0.25397565709769176,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=-0.24207156119972859,end_mrna=-0.2231435513142097,avg_mrna=-0.2349822125949519,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=-0.2231435513142097,end_mrna=-0.21072103131565253,avg_mrna=-0.21855303854041364,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=-0.21072103131565253,end_mrna=-0.19237189264745613,avg_mrna=-0.20347347163577403,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=-0.19237189264745613,end_mrna=-0.1743533871447778,avg_mrna=-0.18206780634168895,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=-0.1743533871447778,end_mrna=-0.15665381004537685,avg_mrna=-0.16568493234272305,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=-0.15665381004537685,end_mrna=-0.13926206733350766,avg_mrna=-0.1471497321212546,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=-0.13926206733350766,end_mrna=-0.11991029667255755,avg_mrna=-0.1299973670935427,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=-0.11991029667255755,end_mrna=-0.10536051565782628,avg_mrna=-0.11105095677837921,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=-0.10203272556515161,end_mrna=-0.08338160893905101,avg_mrna=-0.0939453337417122,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=-0.08338160893905101,end_mrna=-0.06720874969344999,avg_mrna=-0.07542021099582966,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=-0.06720874969344999,end_mrna=-0.05129329438755058,avg_mrna=-0.060252282249354944,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=-0.05129329438755058,end_mrna=-0.03770186718401153,avg_mrna=-0.04498931792304059,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=-0.03770186718401153,end_mrna=-0.025317807984289897,avg_mrna=-0.031596765910618725,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=-0.025317807984289897,end_mrna=-0.007024614936964466,avg_mrna=-0.0160830469277128,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=-0.007024614936964466,end_mrna=0.009950330853168092,avg_mrna=0.0016035729788002964,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=0.009950330853168092,end_mrna=0.02955880224154443,avg_mrna=0.016423127127043937,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=0.02955880224154443,end_mrna=0.04401688541677426,avg_mrna=0.03680185270652703,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=0.04401688541677426,end_mrna=0.058268908123975824,avg_mrna=0.051817939352705907,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=0.058268908123975824,end_mrna=0.08157998699242285,avg_mrna=0.07005132234824771,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=0.08157998699242285,end_mrna=0.0980337402713654,avg_mrna=0.08940799807680865,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=0.0980337402713654,end_mrna=0.11778303565638346,avg_mrna=0.10603495850519312,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=0.11778303565638346,end_mrna=0.13540463700620298,avg_mrna=0.12653274148722965,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=0.13540463700620298,end_mrna=0.1570037488096647,avg_mrna=0.1457058272791621,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=0.15956456967133845,end_mrna=0.1823215567939546,avg_mrna=0.17198526328637354,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=0.1823215567939546,end_mrna=0.19638881400539018,avg_mrna=0.18873295544157845,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=0.19638881400539018,end_mrna=0.2151113796169455,avg_mrna=0.20582813153852267,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=0.2151113796169455,end_mrna=0.23901690047049992,avg_mrna=0.22713590494007807,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=0.23901690047049992,end_mrna=0.2600539053343068,avg_mrna=0.24820732291570088,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=0.2600539053343068,end_mrna=0.27763173659827955,avg_mrna=0.2686584467096532,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=0.2799018851328186,end_mrna=0.302324349188651,avg_mrna=0.2917681930928778,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=0.302324349188651,end_mrna=0.32425505268262117,avg_mrna=0.3139651219685876,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=0.32425505268262117,end_mrna=0.34854196070854343,avg_mrna=0.33751511909565907,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=0.34854196070854343,end_mrna=0.36949244764934686,avg_mrna=0.359281214181425,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=0.371563556432483,end_mrna=0.4021262068426498,avg_mrna=0.3878607480811131,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=0.40346310543749137,end_mrna=0.4252677354043441,avg_mrna=0.4159097675670856,bin_k_given_mrna=0.25925925925925924 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=0.4252677354043441,end_mrna=0.4593217808988751,avg_mrna=0.44293049573619214,bin_k_given_mrna=0.2037037037037037 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=0.4605844073292439,end_mrna=0.4885800148186709,avg_mrna=0.47546604113714114,bin_k_given_mrna=0.24074074074074073 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=0.4885800148186709,end_mrna=0.5110256037686569,avg_mrna=0.49997646392780193,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=0.5128236264286636,end_mrna=0.5306282510621704,avg_mrna=0.5208822300467089,bin_k_given_mrna=0.2037037037037037 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=0.5306282510621704,end_mrna=0.5567545556543906,avg_mrna=0.5432050230598452,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=0.5567545556543906,end_mrna=0.5838901946229957,avg_mrna=0.5703499608188329,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=0.5838901946229957,end_mrna=0.6151856390902335,avg_mrna=0.5989960785979312,bin_k_given_mrna=0.2222222222222222 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=0.6151856390902335,end_mrna=0.6507614640635074,avg_mrna=0.6334528936512469,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=0.6507614640635074,end_mrna=0.688134638736401,avg_mrna=0.6696350925984503,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=0.688134638736401,end_mrna=0.7178397931503168,avg_mrna=0.7033886579374621,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=0.7178397931503168,end_mrna=0.7608058290337602,avg_mrna=0.7382854396973784,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=0.7608058290337602,end_mrna=0.8006553882752305,avg_mrna=0.7810432973069159,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=0.8006553882752305,end_mrna=0.8531379168688864,avg_mrna=0.8255464700652937,bin_k_given_mrna=0.2962962962962963 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=0.8531379168688864,end_mrna=0.9030028375472197,avg_mrna=0.8784070621442139,bin_k_given_mrna=0.24074074074074073 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=0.9062403960206536,end_mrna=0.9528155065565274,avg_mrna=0.9273955441457993,bin_k_given_mrna=0.2037037037037037 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=0.9535865166178521,end_mrna=0.9969486348916095,avg_mrna=0.9750559780396547,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=0.9969486348916095,end_mrna=1.0543120297715298,avg_mrna=1.0278128826548343,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=1.0553567799971526,end_mrna=1.106249715797321,avg_mrna=1.078398024530137,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=1.1075720300395817,end_mrna=1.161587087829498,avg_mrna=1.1337519391091329,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=1.1622128700777044,end_mrna=1.2345989978676968,avg_mrna=1.1912902472592004,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=1.2363431843563868,end_mrna=1.3164082336557241,avg_mrna=1.276310027831721,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=1.3172121999324469,end_mrna=1.3937663759585917,avg_mrna=1.3582217358415025,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=1.3937663759585917,end_mrna=1.4822861267736167,avg_mrna=1.4345976238956395,bin_k_given_mrna=0.24074074074074073 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=1.4854607326143894,end_mrna=1.608837732362068,avg_mrna=1.555829653137588,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=1.6120345382813663,end_mrna=1.7486779795256044,avg_mrna=1.6734664470788199,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=1.7521520146332756,end_mrna=1.918832551791531,avg_mrna=1.8308852010073742,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=1.929345132180618,end_mrna=2.106205178949051,avg_mrna=2.0239293671432383,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=2.1069351059887587,end_mrna=2.413500153565201,avg_mrna=2.255168597378817,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=2.4241830647415332,end_mrna=2.8481019565499666,avg_mrna=2.665602554855465,bin_k_given_mrna=0.3333333333333333 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=2.8560678264260164,end_mrna=3.2112467977037094,avg_mrna=3.0403911924889786,bin_k_given_mrna=0.6296296296296297 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=3.2287073367814902,end_mrna=3.5689691574413787,avg_mrna=3.3580493898181976,bin_k_given_mrna=0.7222222222222222 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=46.0 (52),start_mrna=3.595474957341697,end_mrna=5.422965671113147,avg_mrna=3.970200482373368,bin_k_given_mrna=0.75 DEBUG:TRAINING FOLD #2 DEBUG:EVALUATE PR FOLD #2 DEBUG:(CONTROL) EVALUATE PR FOLD#2 DEBUG:BUILDING P(K|MSMS) CLASSIFIER: DEBUG: ...DONE: FilteredClassifier using weka.classifiers.functions.Logistic -R 1.0E-8 -M -1 on data filtered through weka.filters.unsupervised.attribute.Remove -R 1 Filtered Header @relation pp-prots-weka.filters.unsupervised.attribute.Remove-R1 @attribute pp numeric @attribute msms-prot {1,0} @data Classifier Model Logistic Regression with ridge parameter of 1.0E-8 Coefficients... Variable Coeff. 1 3.8725 Intercept -3.2559 Odds Ratios... Variable O.R. 1 48.0646 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=-2.0794415416798357,end_mrna=-1.2552660987134865,avg_mrna=-1.4887421125554803,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=-1.2552660987134865,end_mrna=-1.0356374895067213,avg_mrna=-1.1155671741094575,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=-1.0356374895067213,end_mrna=-0.9416085398584448,avg_mrna=-0.9837550991734353,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=-0.9416085398584448,end_mrna=-0.8324092478934529,avg_mrna=-0.8886990037179445,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=-0.8324092478934529,end_mrna=-0.7765287894989963,avg_mrna=-0.8110987637798857,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=-0.7765287894989963,end_mrna=-0.7133498878774648,avg_mrna=-0.7486959386447691,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=-0.7133498878774648,end_mrna=-0.6674794338113675,avg_mrna=-0.6931477927635417,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=-0.6635883783184009,end_mrna=-0.616186139423817,avg_mrna=-0.643191923317649,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=-0.616186139423817,end_mrna=-0.579818495252942,avg_mrna=-0.6006980634837753,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=-0.579818495252942,end_mrna=-0.544727175441672,avg_mrna=-0.5611054157750818,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=-0.5361434317502807,end_mrna=-0.5108256237659907,avg_mrna=-0.5237119297130481,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=-0.5108256237659907,end_mrna=-0.4861330111756192,avg_mrna=-0.49859531105975535,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=-0.48288625507674926,end_mrna=-0.4541302800894454,avg_mrna=-0.46813527247720166,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=-0.4541302800894454,end_mrna=-0.42617814970570594,avg_mrna=-0.4367515393713633,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=-0.42617814970570594,end_mrna=-0.40047756659712525,avg_mrna=-0.41227681971162744,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=-0.40047756659712525,end_mrna=-0.37106368139083207,avg_mrna=-0.3829352317379039,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=-0.37106368139083207,end_mrna=-0.35667494393873245,avg_mrna=-0.3608706495046818,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=-0.3523983871714722,end_mrna=-0.3285040669720361,avg_mrna=-0.3425106862039524,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=-0.3285040669720361,end_mrna=-0.31471074483970024,avg_mrna=-0.32353391653045693,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=-0.31471074483970024,end_mrna=-0.29437106060257756,avg_mrna=-0.3032871995824195,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=-0.29437106060257756,end_mrna=-0.2744368457017603,avg_mrna=-0.28271284645403055,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=-0.2744368457017603,end_mrna=-0.25489224962879004,avg_mrna=-0.26488152056213526,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=-0.25489224962879004,end_mrna=-0.24207156119972859,avg_mrna=-0.2486215250847089,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=-0.24207156119972859,end_mrna=-0.2231435513142097,avg_mrna=-0.23134221069389035,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=-0.2231435513142097,end_mrna=-0.21072103131565253,avg_mrna=-0.2180693140015901,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=-0.21072103131565253,end_mrna=-0.19845093872383832,avg_mrna=-0.20554545913835814,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=-0.19845093872383832,end_mrna=-0.18032355413128162,avg_mrna=-0.18780721650157278,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=-0.18032355413128162,end_mrna=-0.16251892949777494,avg_mrna=-0.17342671723048117,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=-0.16251892949777494,end_mrna=-0.14502577205025774,avg_mrna=-0.15442586430721128,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=-0.14502577205025774,end_mrna=-0.11653381625595151,avg_mrna=-0.1326760386582181,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=-0.11653381625595151,end_mrna=-0.0998203352822109,avg_mrna=-0.10793882889123428,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=-0.0998203352822109,end_mrna=-0.07580171341628185,avg_mrna=-0.0898248318887099,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=-0.07580171341628185,end_mrna=-0.05129329438755058,avg_mrna=-0.06305411715237991,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=-0.05129329438755058,end_mrna=-0.03562717764315116,avg_mrna=-0.045176866510045606,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=-0.03562717764315116,end_mrna=-0.020202707317519466,avg_mrna=-0.029555474203539617,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=-0.020202707317519466,end_mrna=0.0,avg_mrna=-0.010655873582958482,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=0.0,end_mrna=0.01291622526654623,avg_mrna=0.006355805482975345,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=0.01291622526654623,end_mrna=0.03440142671733232,avg_mrna=0.021739208996671037,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=0.03440142671733232,end_mrna=0.05354076692802976,avg_mrna=0.043225707545133024,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=0.05354076692802976,end_mrna=0.06765864847381486,avg_mrna=0.06065005351557498,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=0.06765864847381486,end_mrna=0.09075436326846412,avg_mrna=0.08139212425763497,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=0.09075436326846412,end_mrna=0.10885440491208208,avg_mrna=0.09882593454407584,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=0.10885440491208208,end_mrna=0.12486898204586927,avg_mrna=0.11710721385310305,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=0.126632650933366,end_mrna=0.142367241286922,avg_mrna=0.13450309191512588,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=0.142367241286922,end_mrna=0.16551443847757333,avg_mrna=0.1535612418686657,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=0.16551443847757333,end_mrna=0.18647956694261839,avg_mrna=0.17793550377753092,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=0.18647956694261839,end_mrna=0.20294084399669038,avg_mrna=0.19357594910809925,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=0.20294084399669038,end_mrna=0.22713557258374711,avg_mrna=0.213925643667221,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=0.22713557258374711,end_mrna=0.24451357705040216,avg_mrna=0.23654837545996907,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=0.24451357705040216,end_mrna=0.264669298142708,avg_mrna=0.25501795153634854,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=0.264669298142708,end_mrna=0.2874320411965716,avg_mrna=0.27692861961311394,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=0.2874320411965716,end_mrna=0.3074846997479607,avg_mrna=0.2971673093041972,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=0.3074846997479607,end_mrna=0.32714314133269456,avg_mrna=0.31687117177249574,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=0.32714314133269456,end_mrna=0.34358970439007686,avg_mrna=0.3367058349488585,bin_k_given_mrna=0.2037037037037037 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=0.34358970439007686,end_mrna=0.3667242797917339,avg_mrna=0.35601267788816726,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=0.3667242797917339,end_mrna=0.4007875185570534,avg_mrna=0.3828413515199229,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=0.4021262068426498,end_mrna=0.4252677354043441,avg_mrna=0.4148143753179948,bin_k_given_mrna=0.2222222222222222 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=0.4252677354043441,end_mrna=0.45107561936021673,avg_mrna=0.43756476595789945,bin_k_given_mrna=0.2037037037037037 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=0.45107561936021673,end_mrna=0.4718768736274159,avg_mrna=0.4615347229344694,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=0.47312375658197914,end_mrna=0.49286529838899784,avg_mrna=0.4813632391023796,bin_k_given_mrna=0.2037037037037037 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=0.49286529838899784,end_mrna=0.5158131652770298,avg_mrna=0.5059957403456508,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=0.5158131652770298,end_mrna=0.5382462193419829,avg_mrna=0.5263210407257741,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=0.5394130806179033,end_mrna=0.5613286059390974,avg_mrna=0.5496575274067191,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=0.5613286059390974,end_mrna=0.5877866649021191,avg_mrna=0.5752392088204454,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=0.5877866649021191,end_mrna=0.6178846960593984,avg_mrna=0.6011169628195787,bin_k_given_mrna=0.2037037037037037 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=0.6205764877251099,end_mrna=0.6611403844248589,avg_mrna=0.640374755276793,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=0.6611403844248589,end_mrna=0.6981347220709843,avg_mrna=0.679753078692636,bin_k_given_mrna=0.2037037037037037 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=0.6981347220709843,end_mrna=0.7260982806996313,avg_mrna=0.7134495717295832,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=0.7275486072772777,end_mrna=0.7687183674070194,avg_mrna=0.7512016934018712,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=0.7687183674070194,end_mrna=0.7997569156182036,avg_mrna=0.782390590477596,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=0.8006553882752305,end_mrna=0.848868055556721,avg_mrna=0.8224954229109751,bin_k_given_mrna=0.2037037037037037 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=0.848868055556721,end_mrna=0.9030028375472197,avg_mrna=0.8740564409104497,bin_k_given_mrna=0.25925925925925924 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=0.9062403960206536,end_mrna=0.9528155065565274,avg_mrna=0.9271104234422846,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=0.9535865166178521,end_mrna=0.995841010632164,avg_mrna=0.9749010416041404,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=0.9969486348916095,end_mrna=1.0508216248317612,avg_mrna=1.0271916235456358,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=1.051870026115978,end_mrna=1.106249715797321,avg_mrna=1.0762615088367675,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=1.106249715797321,end_mrna=1.172482137234565,avg_mrna=1.139708562585676,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=1.172482137234565,end_mrna=1.2513333756857736,avg_mrna=1.206672891009664,bin_k_given_mrna=0.2037037037037037 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=1.252762968495368,end_mrna=1.3410354547142758,avg_mrna=1.300322998024183,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=1.3428648031925547,end_mrna=1.4134230285081433,avg_mrna=1.379823873351003,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=1.4141526892482872,end_mrna=1.5260563034950492,avg_mrna=1.4651097064255367,bin_k_given_mrna=0.2037037037037037 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=1.52757688595378,end_mrna=1.6345206928015634,avg_mrna=1.587774294925551,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=1.6380253692860127,end_mrna=1.7845669986465504,avg_mrna=1.7055925231744014,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=1.787918769842117,end_mrna=1.9878743481543455,avg_mrna=1.8720136269811538,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=1.9882852226379728,end_mrna=2.1380641608255977,avg_mrna=2.0488308508634643,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=2.1427683915401605,end_mrna=2.4336133554004498,avg_mrna=2.2820943249218475,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=2.4397349311412793,end_mrna=2.8560678264260164,avg_mrna=2.6707704542315422,bin_k_given_mrna=0.35185185185185186 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=2.8570447537800976,end_mrna=3.2339614622862416,avg_mrna=3.053829687725052,bin_k_given_mrna=0.5925925925925926 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=3.2342372319809,end_mrna=3.5689691574413787,avg_mrna=3.3799418879504106,bin_k_given_mrna=0.7777777777777778 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=44.0 (52),start_mrna=3.595474957341697,end_mrna=5.422965671113147,avg_mrna=3.9871727642469144,bin_k_given_mrna=0.7391304347826086 DEBUG:TRAINING FOLD #3 DEBUG:EVALUATE PR FOLD #3 DEBUG:(CONTROL) EVALUATE PR FOLD#3 DEBUG:BUILDING P(K|MSMS) CLASSIFIER: DEBUG: ...DONE: FilteredClassifier using weka.classifiers.functions.Logistic -R 1.0E-8 -M -1 on data filtered through weka.filters.unsupervised.attribute.Remove -R 1 Filtered Header @relation pp-prots-weka.filters.unsupervised.attribute.Remove-R1 @attribute pp numeric @attribute msms-prot {1,0} @data Classifier Model Logistic Regression with ridge parameter of 1.0E-8 Coefficients... Variable Coeff. 1 3.553 Intercept -2.965 Odds Ratios... Variable O.R. 1 34.9189 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=-2.0794415416798357,end_mrna=-1.2729656758128873,avg_mrna=-1.4941649804271162,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=-1.2729656758128873,end_mrna=-1.0498221244986778,avg_mrna=-1.153120576519222,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=-1.0498221244986778,end_mrna=-0.916290731874155,avg_mrna=-0.988091800649502,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=-0.916290731874155,end_mrna=-0.8209805520698302,avg_mrna=-0.8745700439167007,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=-0.8209805520698302,end_mrna=-0.7657178733947807,avg_mrna=-0.7954897201791543,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=-0.7657178733947807,end_mrna=-0.6831968497067772,avg_mrna=-0.7227113425311315,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=-0.6831968497067772,end_mrna=-0.6348782724359695,avg_mrna=-0.6618872633935889,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=-0.6348782724359695,end_mrna=-0.5978370007556204,avg_mrna=-0.6152091139528986,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=-0.5978370007556204,end_mrna=-0.5191938734365074,avg_mrna=-0.5477463817003645,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=-0.5191938734365074,end_mrna=-0.4942963218147801,avg_mrna=-0.5064033541774425,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=-0.4942963218147801,end_mrna=-0.4620354595965587,avg_mrna=-0.47936143283404553,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=-0.4620354595965587,end_mrna=-0.4307829160924542,avg_mrna=-0.4480108793518316,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=-0.4307829160924542,end_mrna=-0.4049652330665133,avg_mrna=-0.42420994349883573,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=-0.4049652330665133,end_mrna=-0.38566248081198456,avg_mrna=-0.39371592148372436,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=-0.38566248081198456,end_mrna=-0.363843433417345,avg_mrna=-0.3744631081609956,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=-0.363843433417345,end_mrna=-0.34672461308556435,avg_mrna=-0.35608124947471215,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=-0.34672461308556435,end_mrna=-0.33267943838251673,avg_mrna=-0.338551752732491,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=-0.3285040669720361,end_mrna=-0.31471074483970024,avg_mrna=-0.3236684619385356,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=-0.31471074483970024,end_mrna=-0.2876820724517809,avg_mrna=-0.29858059476412446,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=-0.2876820724517809,end_mrna=-0.2678794451556012,avg_mrna=-0.2782383170495643,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=-0.2678794451556012,end_mrna=-0.2484613592984996,avg_mrna=-0.2589085506632889,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=-0.2484613592984996,end_mrna=-0.23572233352106983,avg_mrna=-0.2421562102077872,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=-0.23572233352106983,end_mrna=-0.2194005650353753,avg_mrna=-0.22577445317731648,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=-0.2194005650353753,end_mrna=-0.20702416943432653,avg_mrna=-0.21336428920745917,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=-0.20702416943432653,end_mrna=-0.18632957819149348,avg_mrna=-0.1983077666701685,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=-0.18632957819149348,end_mrna=-0.1743533871447778,avg_mrna=-0.17952437602809665,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=-0.1743533871447778,end_mrna=-0.15082288973458366,avg_mrna=-0.16024681140858968,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=-0.14734058789870913,end_mrna=-0.13353139262452263,avg_mrna=-0.14119715268207728,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=-0.13353139262452263,end_mrna=-0.11093156070728166,avg_mrna=-0.11985110005222681,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=-0.11093156070728166,end_mrna=-0.09431067947124129,avg_mrna=-0.1011716573345046,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=-0.09431067947124129,end_mrna=-0.07580171341628185,avg_mrna=-0.08454728781758783,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=-0.07257069283483537,end_mrna=-0.06187540371808753,avg_mrna=-0.06793800863590527,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=-0.06187540371808753,end_mrna=-0.046043938501406846,avg_mrna=-0.05343566640476657,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=-0.046043938501406846,end_mrna=-0.030459207484708574,avg_mrna=-0.03770825743773249,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=-0.030459207484708574,end_mrna=-0.015113637810048184,avg_mrna=-0.02457960376686365,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=-0.015113637810048184,end_mrna=0.0,avg_mrna=-0.007313223287214008,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=0.002995508979798371,end_mrna=0.016857117066422806,avg_mrna=0.009865999221205877,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=0.016857117066422806,end_mrna=0.03922071315328133,avg_mrna=0.0299698522551998,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=0.03922071315328133,end_mrna=0.05354076692802976,avg_mrna=0.04676441176593153,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=0.05354076692802976,end_mrna=0.06765864847381486,avg_mrna=0.06065005351557498,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=0.06765864847381486,end_mrna=0.0861776962410524,avg_mrna=0.078099098870011,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=0.0861776962410524,end_mrna=0.10165365372649982,avg_mrna=0.09430303929914488,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=0.10165365372649982,end_mrna=0.11778303565638346,avg_mrna=0.11095993701492948,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=0.11778303565638346,end_mrna=0.13714983814723367,avg_mrna=0.1282921656110567,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=0.13976194237515863,end_mrna=0.15956456967133845,avg_mrna=0.14595014385521177,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=0.15956456967133845,end_mrna=0.1823215567939546,avg_mrna=0.17354939280207038,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=0.1823215567939546,end_mrna=0.20294084399669038,avg_mrna=0.1934785961298568,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=0.20294084399669038,end_mrna=0.219135529916671,avg_mrna=0.21129243124794786,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=0.2207406666978995,end_mrna=0.23901690047049992,avg_mrna=0.22984483011978527,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=0.23901690047049992,end_mrna=0.25231392861398955,avg_mrna=0.24491156265325298,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=0.25231392861398955,end_mrna=0.27383666562972786,avg_mrna=0.2638216515688113,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=0.27535642276114397,end_mrna=0.2963940130538024,avg_mrna=0.28589604006045943,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=0.2963940130538024,end_mrna=0.3220834991691133,avg_mrna=0.3080156771715685,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=0.3220834991691133,end_mrna=0.34145977813225203,avg_mrna=0.33245202244617855,bin_k_given_mrna=0.2222222222222222 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=0.34145977813225203,end_mrna=0.3597701488460348,avg_mrna=0.350544588530219,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=0.3611648492115845,end_mrna=0.3920420877760237,avg_mrna=0.3765597673398853,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=0.3940670631557951,end_mrna=0.4219944100593749,avg_mrna=0.4094885743038035,bin_k_given_mrna=0.2222222222222222 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=0.4219944100593749,end_mrna=0.44468582126144574,avg_mrna=0.4320560013125642,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=0.44468582126144574,end_mrna=0.46561903092791146,avg_mrna=0.4556538264653733,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=0.46561903092791146,end_mrna=0.4885800148186709,avg_mrna=0.47605093842845786,bin_k_given_mrna=0.2037037037037037 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=0.4885800148186709,end_mrna=0.5098251234324072,avg_mrna=0.4996904631150195,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=0.5098251234324072,end_mrna=0.5306282510621704,avg_mrna=0.5197716281867268,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=0.5306282510621704,end_mrna=0.5538851132264376,avg_mrna=0.5436176543637683,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=0.5538851132264376,end_mrna=0.5838901946229957,avg_mrna=0.5688719468614379,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=0.5838901946229957,end_mrna=0.6097655716208943,avg_mrna=0.5953570686995422,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=0.6097655716208943,end_mrna=0.6471032420585384,avg_mrna=0.6268329821448112,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=0.6497176226326093,end_mrna=0.6866259635696799,avg_mrna=0.6671581090564899,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=0.688134638736401,end_mrna=0.7163753066791525,avg_mrna=0.7018322024761752,bin_k_given_mrna=0.2222222222222222 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=0.7163753066791525,end_mrna=0.7537718023763802,avg_mrna=0.732243061693578,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=0.7537718023763802,end_mrna=0.7952524034970989,avg_mrna=0.773622374421389,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=0.7952524034970989,end_mrna=0.8437200390393197,avg_mrna=0.8174974450916956,bin_k_given_mrna=0.24074074074074073 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=0.8445798843201546,end_mrna=0.8932267922756034,avg_mrna=0.8685466952156848,bin_k_given_mrna=0.25925925925925924 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=0.8940451229268354,end_mrna=0.9427379018890034,avg_mrna=0.9206179982624483,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=0.9439058989071284,end_mrna=0.9921400441575929,avg_mrna=0.9689005921932653,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=0.9921400441575929,end_mrna=1.0438040521731147,avg_mrna=1.0184792357972976,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=1.0438040521731147,end_mrna=1.095273387402595,avg_mrna=1.0685350563836713,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=1.095273387402595,end_mrna=1.1521530555961395,avg_mrna=1.127420012514459,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=1.1527847675565026,end_mrna=1.2163953243244932,avg_mrna=1.1842872905324255,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=1.2187628897985714,end_mrna=1.3123786781697224,avg_mrna=1.2648301379293265,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=1.3137236682850553,end_mrna=1.3837912309017721,avg_mrna=1.3454956711850825,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=1.3855440797291865,end_mrna=1.4822861267736167,avg_mrna=1.4295684569758156,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=1.4854607326143894,end_mrna=1.6080369315184724,avg_mrna=1.5479542504927175,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=1.6080369315184724,end_mrna=1.7486779795256044,avg_mrna=1.6723657177526126,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=1.7521520146332756,end_mrna=1.9179514944658145,avg_mrna=1.831657601942264,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=1.9179514944658145,end_mrna=2.090999490513565,avg_mrna=2.0101213785471064,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=2.0943301541735866,end_mrna=2.3872019387139245,avg_mrna=2.220947796427052,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=2.3872019387139245,end_mrna=2.8392538867175547,avg_mrna=2.628300985733518,bin_k_given_mrna=0.24074074074074073 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=2.840422589006834,end_mrna=3.1986731175506815,avg_mrna=3.0205568450812836,bin_k_given_mrna=0.6481481481481481 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=3.204574040157341,end_mrna=3.497325408756376,avg_mrna=3.3493075266528893,bin_k_given_mrna=0.7592592592592593 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=48.0 (52),start_mrna=3.4984753211266257,end_mrna=5.422965671113147,avg_mrna=3.926117869732524,bin_k_given_mrna=0.74 DEBUG:TRAINING FOLD #4 DEBUG:EVALUATE PR FOLD #4 DEBUG:(CONTROL) EVALUATE PR FOLD#4 DEBUG:BUILDING P(K|MSMS) CLASSIFIER: DEBUG: ...DONE: FilteredClassifier using weka.classifiers.functions.Logistic -R 1.0E-8 -M -1 on data filtered through weka.filters.unsupervised.attribute.Remove -R 1 Filtered Header @relation pp-prots-weka.filters.unsupervised.attribute.Remove-R1 @attribute pp numeric @attribute msms-prot {1,0} @data Classifier Model Logistic Regression with ridge parameter of 1.0E-8 Coefficients... Variable Coeff. 1 4.0813 Intercept -3.4619 Odds Ratios... Variable O.R. 1 59.2216 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=-2.0794415416798357,end_mrna=-1.2729656758128873,avg_mrna=-1.4858709269970005,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=-1.2729656758128873,end_mrna=-1.0498221244986778,avg_mrna=-1.1560137559962924,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=-1.0498221244986778,end_mrna=-0.9545119446943529,avg_mrna=-0.9973829182904205,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=-0.9545119446943529,end_mrna=-0.8675005677047232,avg_mrna=-0.8987591074853015,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=-0.8556661100577203,end_mrna=-0.7985076962177716,avg_mrna=-0.8312471471998256,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=-0.7985076962177716,end_mrna=-0.7339691750802004,avg_mrna=-0.7628357808160433,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=-0.7339691750802004,end_mrna=-0.6831968497067772,avg_mrna=-0.7083221251036547,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=-0.6831968497067772,end_mrna=-0.6348782724359695,avg_mrna=-0.658207855295005,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=-0.6254885320861304,end_mrna=-0.5887871652357024,avg_mrna=-0.6106194323775024,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=-0.5887871652357024,end_mrna=-0.544727175441672,avg_mrna=-0.5645276653522809,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=-0.544727175441672,end_mrna=-0.5108256237659907,avg_mrna=-0.520573565342179,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=-0.5108256237659907,end_mrna=-0.4780358009429998,avg_mrna=-0.49418129644896835,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=-0.4780358009429998,end_mrna=-0.4462871026284195,avg_mrna=-0.462564736294636,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=-0.4462871026284195,end_mrna=-0.4307829160924542,avg_mrna=-0.43592936851023867,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=-0.4307829160924542,end_mrna=-0.4079682383262829,avg_mrna=-0.4190143973508611,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=-0.4049652330665133,end_mrna=-0.38566248081198456,avg_mrna=-0.3944583350319756,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=-0.38566248081198456,end_mrna=-0.35667494393873245,avg_mrna=-0.36438699361903726,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=-0.35667494393873245,end_mrna=-0.33547273628812946,avg_mrna=-0.34519340663134623,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=-0.33547273628812946,end_mrna=-0.32158362412746233,avg_mrna=-0.3297436200148435,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=-0.32158362412746233,end_mrna=-0.3011050927839216,avg_mrna=-0.3108693479311246,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=-0.3011050927839216,end_mrna=-0.28103752973311236,avg_mrna=-0.2913736762618428,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=-0.28103752973311236,end_mrna=-0.2613647641344075,avg_mrna=-0.27222458892168844,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=-0.2613647641344075,end_mrna=-0.2484613592984996,avg_mrna=-0.25529958571040756,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=-0.2484613592984996,end_mrna=-0.2231435513142097,avg_mrna=-0.2382537216384103,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=-0.2231435513142097,end_mrna=-0.21072103131565253,avg_mrna=-0.21909936064430321,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=-0.21072103131565253,end_mrna=-0.19845093872383832,avg_mrna=-0.20474379285750033,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=-0.19845093872383832,end_mrna=-0.18032355413128162,avg_mrna=-0.18641280230214535,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=-0.18032355413128162,end_mrna=-0.16251892949777494,avg_mrna=-0.17178515727157248,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=-0.16251892949777494,end_mrna=-0.14502577205025774,avg_mrna=-0.15119574425317225,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=-0.1427163022015952,end_mrna=-0.12216763397420753,avg_mrna=-0.13460388807741294,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=-0.12216763397420753,end_mrna=-0.10536051565782628,avg_mrna=-0.11479929154552589,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=-0.10536051565782628,end_mrna=-0.09101939838716855,avg_mrna=-0.09851544844421203,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=-0.0888312137066157,end_mrna=-0.06720874969344999,avg_mrna=-0.07808868057674825,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=-0.06720874969344999,end_mrna=-0.054456185796058855,avg_mrna=-0.06206706456573485,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=-0.05129329438755058,end_mrna=-0.03770186718401153,avg_mrna=-0.04633816232773459,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=-0.03770186718401153,end_mrna=-0.020202707317519466,avg_mrna=-0.030355850917078965,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=-0.020202707317519466,end_mrna=0.0,avg_mrna=-0.011140357258212347,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=0.0,end_mrna=0.01291622526654623,avg_mrna=0.006852583377842507,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=0.01291622526654623,end_mrna=0.03246719013750141,avg_mrna=0.022305566965651797,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=0.03246719013750141,end_mrna=0.051643233151838386,avg_mrna=0.04317202030849154,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=0.051643233151838386,end_mrna=0.06765864847381486,avg_mrna=0.05809710091479345,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=0.06765864847381486,end_mrna=0.08342160813907236,avg_mrna=0.07489387906414298,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=0.0861776962410524,end_mrna=0.09984533496971612,avg_mrna=0.09186793572084598,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=0.09984533496971612,end_mrna=0.11778303565638346,avg_mrna=0.10944008874938592,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=0.11778303565638346,end_mrna=0.13976194237515863,avg_mrna=0.12993585380675907,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=0.13976194237515863,end_mrna=0.15956456967133845,avg_mrna=0.1495478232011189,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=0.16126814759612232,end_mrna=0.1823215567939546,avg_mrna=0.1732981663896014,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=0.1823215567939546,end_mrna=0.19885085874516517,avg_mrna=0.18968532875010424,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=0.19885085874516517,end_mrna=0.21752781252857414,avg_mrna=0.208611200767916,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=0.21752781252857414,end_mrna=0.23507212217948348,avg_mrna=0.22635650237469415,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=0.23507212217948348,end_mrna=0.2468600779315258,avg_mrna=0.24170094327850883,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=0.2468600779315258,end_mrna=0.27763173659827955,avg_mrna=0.26233538088176894,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=0.27763173659827955,end_mrna=0.2963940130538024,avg_mrna=0.28654778893802435,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=0.2963940130538024,end_mrna=0.316998126785834,avg_mrna=0.306624801884556,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=0.3184537311185346,end_mrna=0.33647223662121284,avg_mrna=0.3283580216600908,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=0.33647223662121284,end_mrna=0.3576744442718159,avg_mrna=0.34719134345915975,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=0.3576744442718159,end_mrna=0.3852624007906449,avg_mrna=0.3715896497001315,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=0.38865798979178323,end_mrna=0.41409443480621877,avg_mrna=0.4028595675444847,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=0.4154154389613324,end_mrna=0.4382549309311553,avg_mrna=0.42621799016154066,bin_k_given_mrna=0.2222222222222222 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=0.4382549309311553,end_mrna=0.4605844073292439,avg_mrna=0.4501222189988836,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=0.4605844073292439,end_mrna=0.4885800148186709,avg_mrna=0.47250587339837163,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=0.4885800148186709,end_mrna=0.5110256037686569,avg_mrna=0.5002838231697349,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=0.5128236264286636,end_mrna=0.5382462193419829,avg_mrna=0.5264116085727377,bin_k_given_mrna=0.2037037037037037 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=0.5394130806179033,end_mrna=0.5636078092049601,avg_mrna=0.5513570150013423,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=0.5653138090500605,end_mrna=0.6015799870344548,avg_mrna=0.5843793304787133,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=0.6015799870344548,end_mrna=0.6402736909528771,avg_mrna=0.6197156829000716,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=0.6402736909528771,end_mrna=0.6780335427498971,avg_mrna=0.6570486942772796,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=0.6780335427498971,end_mrna=0.712949807856125,avg_mrna=0.697797212711541,bin_k_given_mrna=0.2222222222222222 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=0.712949807856125,end_mrna=0.7528301827211191,avg_mrna=0.7297270994193984,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=0.7537718023763802,end_mrna=0.7825307416946308,avg_mrna=0.7688627562383705,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=0.7825307416946308,end_mrna=0.8272409150406441,avg_mrna=0.8029389943130101,bin_k_given_mrna=0.2037037037037037 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=0.8272409150406441,end_mrna=0.8866559267444644,avg_mrna=0.8594766227197905,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=0.8878912573524571,end_mrna=0.9400072584914712,avg_mrna=0.9115496264189318,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=0.9411784473819341,end_mrna=0.9921400441575929,avg_mrna=0.9698962550334629,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=0.9932517730102834,end_mrna=1.0497721232486361,avg_mrna=1.0217889481982996,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=1.0497721232486361,end_mrna=1.100942904006392,avg_mrna=1.0738394857169324,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=1.104262960176924,end_mrna=1.1631508098056809,avg_mrna=1.1339088525766596,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=1.164087870627021,end_mrna=1.2305173595480483,avg_mrna=1.1905954018386107,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=1.2325602611778486,end_mrna=1.3289300437303198,avg_mrna=1.2831368528555076,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=1.3289300437303198,end_mrna=1.3955018418708038,avg_mrna=1.3631845011960908,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=1.3979758658937285,end_mrna=1.4989531792588286,avg_mrna=1.4447665573550617,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=1.5040773967762742,end_mrna=1.6174060820832772,avg_mrna=1.5695070549334698,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=1.6213664832993742,end_mrna=1.75958057086382,avg_mrna=1.683692009511423,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=1.75958057086382,end_mrna=1.9319560997213385,avg_mrna=1.8421702679528191,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=1.935426819040468,end_mrna=2.1069351059887587,avg_mrna=2.0223700824045086,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=2.1086361999591117,end_mrna=2.389954739130953,avg_mrna=2.234487568502676,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=2.3981679628877757,end_mrna=2.840422589006834,avg_mrna=2.6169852600251455,bin_k_given_mrna=0.2962962962962963 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=2.8456649122893687,end_mrna=3.2112467977037094,avg_mrna=3.0312109514368695,bin_k_given_mrna=0.6296296296296297 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=3.2287073367814902,end_mrna=3.492043064961732,avg_mrna=3.346747558571628,bin_k_given_mrna=0.7777777777777778 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=45.0 (52),start_mrna=3.497325408756376,end_mrna=5.422965671113147,avg_mrna=3.939196901436434,bin_k_given_mrna=0.723404255319149 DEBUG:TRAINING FOLD #5 DEBUG:EVALUATE PR FOLD #5 DEBUG:(CONTROL) EVALUATE PR FOLD#5 DEBUG:BUILDING P(K|MSMS) CLASSIFIER: DEBUG: ...DONE: FilteredClassifier using weka.classifiers.functions.Logistic -R 1.0E-8 -M -1 on data filtered through weka.filters.unsupervised.attribute.Remove -R 1 Filtered Header @relation pp-prots-weka.filters.unsupervised.attribute.Remove-R1 @attribute pp numeric @attribute msms-prot {1,0} @data Classifier Model Logistic Regression with ridge parameter of 1.0E-8 Coefficients... Variable Coeff. 1 3.9283 Intercept -3.2145 Odds Ratios... Variable O.R. 1 50.8203 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=-2.0794415416798357,end_mrna=-1.3093333199837622,avg_mrna=-1.506251853062386,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=-1.2909841813155656,end_mrna=-1.0642108619507773,avg_mrna=-1.1720799569058578,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=-1.0642108619507773,end_mrna=-0.9288695140810151,avg_mrna=-0.9933339746545903,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=-0.9288695140810151,end_mrna=-0.8556661100577203,avg_mrna=-0.8902409476399844,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=-0.8556661100577203,end_mrna=-0.7985076962177716,avg_mrna=-0.8281147286878969,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=-0.7985076962177716,end_mrna=-0.7444404749474959,avg_mrna=-0.7694770486498173,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=-0.7444404749474959,end_mrna=-0.6831968497067772,avg_mrna=-0.7051282309268856,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=-0.6831968497067772,end_mrna=-0.6254885320861304,avg_mrna=-0.6518344435913741,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=-0.6254885320861304,end_mrna=-0.5709295478356962,avg_mrna=-0.5949531914619786,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=-0.5709295478356962,end_mrna=-0.5327304591540407,avg_mrna=-0.5514880642434707,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=-0.527632742082372,end_mrna=-0.5025268209512956,avg_mrna=-0.5173849144786122,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=-0.5025268209512956,end_mrna=-0.4620354595965587,avg_mrna=-0.48265002676241636,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=-0.4620354595965587,end_mrna=-0.43850496218636453,avg_mrna=-0.4504219280661564,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=-0.43850496218636453,end_mrna=-0.4231200433468851,avg_mrna=-0.4295509836131481,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=-0.4231200433468851,end_mrna=-0.40047756659712525,avg_mrna=-0.4104598077811016,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=-0.40047756659712525,end_mrna=-0.3783364407199117,avg_mrna=-0.38777650626430266,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=-0.3783364407199117,end_mrna=-0.35667494393873245,avg_mrna=-0.3676912540126158,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=-0.35667494393873245,end_mrna=-0.342490308946776,avg_mrna=-0.35031145505033756,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=-0.342490308946776,end_mrna=-0.31471074483970024,avg_mrna=-0.32987578711922877,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=-0.31471074483970024,end_mrna=-0.2970592342643779,avg_mrna=-0.30599595575656074,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=-0.2970592342643779,end_mrna=-0.26526847761488087,avg_mrna=-0.2740847100786531,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=-0.26526847761488087,end_mrna=-0.2395270305647338,avg_mrna=-0.25264237658085836,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=-0.2395270305647338,end_mrna=-0.2231435513142097,avg_mrna=-0.2299351432149079,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=-0.2231435513142097,end_mrna=-0.21072103131565253,avg_mrna=-0.21711373554016256,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=-0.21072103131565253,end_mrna=-0.1899505839584458,avg_mrna=-0.20075559790277722,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=-0.1899505839584458,end_mrna=-0.1743533871447778,avg_mrna=-0.18031000653669402,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=-0.1743533871447778,end_mrna=-0.15082288973458366,avg_mrna=-0.16364665068061954,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=-0.15082288973458366,end_mrna=-0.13926206733350766,avg_mrna=-0.14494527381780248,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=-0.13926206733350766,end_mrna=-0.11653381625595151,avg_mrna=-0.12689030697583475,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=-0.11653381625595151,end_mrna=-0.0998203352822109,avg_mrna=-0.10826024198688314,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=-0.0998203352822109,end_mrna=-0.08338160893905101,avg_mrna=-0.09212739844962886,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=-0.08338160893905101,end_mrna=-0.06720874969344999,avg_mrna=-0.07483935734102468,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=-0.06720874969344999,end_mrna=-0.05129329438755058,avg_mrna=-0.058640815604727524,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=-0.05129329438755058,end_mrna=-0.03562717764315116,avg_mrna=-0.043203675413271,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=-0.03562717764315116,end_mrna=-0.020202707317519466,avg_mrna=-0.02807235205684426,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=-0.020202707317519466,end_mrna=0.0,avg_mrna=-0.009932018319749054,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=0.0,end_mrna=0.01291622526654623,avg_mrna=0.006355805482975345,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=0.01291622526654623,end_mrna=0.02955880224154443,avg_mrna=0.021105509917455047,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=0.03246719013750141,end_mrna=0.04879016416943205,avg_mrna=0.04011039408900837,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=0.04879016416943205,end_mrna=0.06297479916138839,avg_mrna=0.056352365266907296,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=0.06297479916138839,end_mrna=0.08157998699242285,avg_mrna=0.0732148996254499,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=0.08157998699242285,end_mrna=0.0980337402713654,avg_mrna=0.09035725307367069,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=0.0980337402713654,end_mrna=0.11955923505763925,avg_mrna=0.10987934885090969,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=0.11955923505763925,end_mrna=0.13714983814723367,avg_mrna=0.12866609174226393,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=0.13976194237515863,end_mrna=0.15956456967133845,avg_mrna=0.1469055933814238,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=0.16126814759612232,end_mrna=0.1823215567939546,avg_mrna=0.1739096549127807,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=0.1823215567939546,end_mrna=0.20130685670503537,avg_mrna=0.19137091639736012,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=0.20130685670503537,end_mrna=0.219135529916671,avg_mrna=0.21001526334464843,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=0.219135529916671,end_mrna=0.23507212217948348,avg_mrna=0.22764422937137574,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=0.23507212217948348,end_mrna=0.25075871834718305,avg_mrna=0.24277272171750452,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=0.25075871834718305,end_mrna=0.2700271372130602,avg_mrna=0.25978686899177644,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=0.2700271372130602,end_mrna=0.29266961396282004,avg_mrna=0.28243204911594655,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=0.2949059175411005,end_mrna=0.3126185577418125,avg_mrna=0.302451351669341,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=0.3126185577418125,end_mrna=0.33647223662121284,avg_mrna=0.324316431196627,bin_k_given_mrna=0.2222222222222222 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=0.3386128011203239,end_mrna=0.3597701488460348,avg_mrna=0.34754655916852184,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=0.3597701488460348,end_mrna=0.3852624007906449,avg_mrna=0.3725129554577633,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=0.38865798979178323,end_mrna=0.4219944100593749,avg_mrna=0.40450911504042114,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=0.4219944100593749,end_mrna=0.44468582126144574,avg_mrna=0.43285313542550224,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=0.44468582126144574,end_mrna=0.4681268692328754,avg_mrna=0.4565795341817532,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=0.4700036292457356,end_mrna=0.4904188139883281,avg_mrna=0.4791577983971582,bin_k_given_mrna=0.2222222222222222 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=0.49286529838899784,end_mrna=0.5128236264286636,avg_mrna=0.5031889150395195,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=0.5128236264286636,end_mrna=0.5306282510621704,avg_mrna=0.5213501263958675,bin_k_given_mrna=0.2037037037037037 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=0.5323914016805513,end_mrna=0.5538851132264376,avg_mrna=0.544850521338494,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=0.5538851132264376,end_mrna=0.5877866649021191,avg_mrna=0.5724354255552133,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=0.5877866649021191,end_mrna=0.6151856390902335,avg_mrna=0.6013510692046757,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=0.6151856390902335,end_mrna=0.6559643894322293,avg_mrna=0.6351330039244145,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=0.6575200029167941,end_mrna=0.6931471805599453,avg_mrna=0.6745912875919214,bin_k_given_mrna=0.2222222222222222 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=0.6931471805599453,end_mrna=0.7309245448939752,avg_mrna=0.7108400251019477,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=0.7309245448939752,end_mrna=0.7701082216960737,avg_mrna=0.75519090033235,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=0.7701082216960737,end_mrna=0.8175747589349974,avg_mrna=0.7926584753217303,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=0.8175747589349974,end_mrna=0.8725478089262362,avg_mrna=0.8488207223925044,bin_k_given_mrna=0.2777777777777778 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=0.8742179554522472,end_mrna=0.9162907318741551,avg_mrna=0.8936250120340686,bin_k_given_mrna=0.2037037037037037 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=0.9162907318741551,end_mrna=0.9643187008847367,avg_mrna=0.9392474319584371,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=0.965080896043587,end_mrna=1.019929766633641,avg_mrna=0.9907518347895882,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=1.0224509277025455,end_mrna=1.0691834779772975,avg_mrna=1.0467030271890092,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=1.0698698198024557,end_mrna=1.1259031489040134,avg_mrna=1.0998033250322803,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=1.126551657357351,end_mrna=1.1777314931207088,avg_mrna=1.1524213969202806,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=1.1777314931207088,end_mrna=1.2627132993485362,avg_mrna=1.216076744955909,bin_k_given_mrna=0.2037037037037037 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=1.264973825883335,end_mrna=1.3498896792260908,avg_mrna=1.3043597488032819,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=1.3514440836841441,end_mrna=1.4219027885872582,avg_mrna=1.3858087139736537,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=1.4223851812642443,end_mrna=1.5353607090377845,avg_mrna=1.470099889460863,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=1.536867219599265,end_mrna=1.6409365794934714,avg_mrna=1.5907584722121872,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=1.6415178058975122,end_mrna=1.8005540169095502,avg_mrna=1.7208831747040465,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=1.8066480817218056,end_mrna=1.9933388426264242,avg_mrna=1.889274318176169,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=1.9937474784694733,end_mrna=2.1671089534315957,avg_mrna=2.065153526951798,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=2.168253380198754,end_mrna=2.50470927708418,avg_mrna=2.3094231110447883,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=2.510411940196362,end_mrna=2.9164184668342656,avg_mrna=2.721600599413087,bin_k_given_mrna=0.4444444444444444 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=2.9193910402972687,end_mrna=3.2406373166497136,avg_mrna=3.0747550374569106,bin_k_given_mrna=0.5925925925925926 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=3.2431781173911656,end_mrna=3.5409593240373143,avg_mrna=3.373588193327885,bin_k_given_mrna=0.7777777777777778 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=46.0 (52),start_mrna=3.564364434416003,end_mrna=5.422965671113147,avg_mrna=3.9866675636958946,bin_k_given_mrna=0.75 DEBUG:TRAINING FOLD #6 DEBUG:EVALUATE PR FOLD #6 DEBUG:(CONTROL) EVALUATE PR FOLD#6 DEBUG:BUILDING P(K|MSMS) CLASSIFIER: DEBUG: ...DONE: FilteredClassifier using weka.classifiers.functions.Logistic -R 1.0E-8 -M -1 on data filtered through weka.filters.unsupervised.attribute.Remove -R 1 Filtered Header @relation pp-prots-weka.filters.unsupervised.attribute.Remove-R1 @attribute pp numeric @attribute msms-prot {1,0} @data Classifier Model Logistic Regression with ridge parameter of 1.0E-8 Coefficients... Variable Coeff. 1 3.52 Intercept -2.9169 Odds Ratios... Variable O.R. 1 33.7854 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=-2.0794415416798357,end_mrna=-1.3093333199837622,avg_mrna=-1.4981435829669718,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=-1.3093333199837622,end_mrna=-1.0788096613719298,avg_mrna=-1.1721519872572286,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=-1.0642108619507773,end_mrna=-0.9545119446943529,avg_mrna=-0.997590102245105,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=-0.9416085398584448,end_mrna=-0.8675005677047232,avg_mrna=-0.9051404468364724,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=-0.8675005677047232,end_mrna=-0.8096809968158968,avg_mrna=-0.8383108194811913,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=-0.8096809968158968,end_mrna=-0.7444404749474959,avg_mrna=-0.7751903724462856,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=-0.7444404749474959,end_mrna=-0.6931471805599453,avg_mrna=-0.7136589954167345,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=-0.6931471805599453,end_mrna=-0.6443570163905132,avg_mrna=-0.6691420724529086,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=-0.6443570163905132,end_mrna=-0.6069694843188929,avg_mrna=-0.6252451779990833,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=-0.6069694843188929,end_mrna=-0.5709295478356962,avg_mrna=-0.587441362240563,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=-0.5673959752543851,end_mrna=-0.527632742082372,avg_mrna=-0.5470909701857608,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=-0.527632742082372,end_mrna=-0.5025268209512956,avg_mrna=-0.5145517555270198,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=-0.5025268209512956,end_mrna=-0.4700036292457356,avg_mrna=-0.48541509562423335,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=-0.4668087383492163,end_mrna=-0.43850496218636453,avg_mrna=-0.45238790192735734,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=-0.43850496218636453,end_mrna=-0.4079682383262829,avg_mrna=-0.42224469796647723,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=-0.4079682383262829,end_mrna=-0.38566248081198456,avg_mrna=-0.39634741283652375,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=-0.38566248081198456,end_mrna=-0.3667252797922339,avg_mrna=-0.376980690552685,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=-0.363843433417345,end_mrna=-0.342490308946776,avg_mrna=-0.3573488587606749,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=-0.342490308946776,end_mrna=-0.3285040669720361,avg_mrna=-0.3373130301137115,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=-0.3285040669720361,end_mrna=-0.31471074483970024,avg_mrna=-0.3230034041407517,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=-0.31471074483970024,end_mrna=-0.2876820724517809,avg_mrna=-0.3001256935497743,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=-0.2876820724517809,end_mrna=-0.27049724769768,avg_mrna=-0.2791455403498684,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=-0.27049724769768,end_mrna=-0.25489224962879004,avg_mrna=-0.2615775133947273,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=-0.25489224962879004,end_mrna=-0.23572233352106983,avg_mrna=-0.24552080610566604,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=-0.23572233352106983,end_mrna=-0.2231435513142097,avg_mrna=-0.22799939130347238,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=-0.2231435513142097,end_mrna=-0.21072103131565253,avg_mrna=-0.21520257861730746,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=-0.21072103131565253,end_mrna=-0.19237189264745613,avg_mrna=-0.20210582421057285,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=-0.19237189264745613,end_mrna=-0.17793120849266178,avg_mrna=-0.18395600912081667,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=-0.17793120849266178,end_mrna=-0.15431736038435728,avg_mrna=-0.16503169671057077,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=-0.15431736038435728,end_mrna=-0.13353139262452263,avg_mrna=-0.14555187616195753,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=-0.13353139262452263,end_mrna=-0.11316869810563798,avg_mrna=-0.12383892944386297,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=-0.11316869810563798,end_mrna=-0.09431067947124129,avg_mrna=-0.10047050745420373,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=-0.09101939838716855,end_mrna=-0.07257069283483537,avg_mrna=-0.0827516303619938,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=-0.07257069283483537,end_mrna=-0.06187540371808753,avg_mrna=-0.0669096154516026,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=-0.06187540371808753,end_mrna=-0.046043938501406846,avg_mrna=-0.05256050607967434,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=-0.04395188752918283,end_mrna=-0.030459207484708574,avg_mrna=-0.03740855107202676,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=-0.030459207484708574,end_mrna=-0.015113637810048184,avg_mrna=-0.02428449665773557,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=-0.015113637810048184,end_mrna=0.009950330853168092,avg_mrna=-0.0015454484202508357,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=0.009950330853168092,end_mrna=0.02955880224154443,avg_mrna=0.01718294606356445,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=0.02955880224154443,end_mrna=0.04401688541677426,avg_mrna=0.03680185270652703,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=0.04401688541677426,end_mrna=0.06109509935981083,avg_mrna=0.05400375867415647,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=0.06297479916138839,end_mrna=0.08157998699242285,avg_mrna=0.07106814718340745,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=0.08157998699242285,end_mrna=0.0980337402713654,avg_mrna=0.08982622752779733,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=0.0980337402713654,end_mrna=0.11778303565638346,avg_mrna=0.10957998788743323,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=0.11778303565638346,end_mrna=0.13714983814723367,avg_mrna=0.12767913996802083,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=0.13976194237515863,end_mrna=0.15443635330441896,avg_mrna=0.14585152430969409,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=0.15443635330441896,end_mrna=0.17981842657583616,avg_mrna=0.16808774416236252,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=0.17981842657583616,end_mrna=0.19309662996191315,avg_mrna=0.1864398647228459,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=0.19309662996191315,end_mrna=0.2151113796169455,avg_mrna=0.20577017759227403,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=0.2151113796169455,end_mrna=0.23507212217948348,avg_mrna=0.2266474230812188,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=0.23507212217948348,end_mrna=0.2569650997897204,avg_mrna=0.2448054943750932,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=0.258510695151501,end_mrna=0.2814124594381855,avg_mrna=0.26851475374454725,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=0.2814124594381855,end_mrna=0.30010459245033816,avg_mrna=0.2914031371938118,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=0.30010459245033816,end_mrna=0.3220834991691133,avg_mrna=0.3110782020221112,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=0.3220834991691133,end_mrna=0.34358970439007686,avg_mrna=0.3315664617398368,bin_k_given_mrna=0.2037037037037037 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=0.34358970439007686,end_mrna=0.3667242797917339,avg_mrna=0.35393977168104507,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=0.3667242797917339,end_mrna=0.40346310543749137,avg_mrna=0.3874582951584005,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=0.40346310543749137,end_mrna=0.4285303810391604,avg_mrna=0.4175935438225546,bin_k_given_mrna=0.24074074074074073 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=0.42983246455645874,end_mrna=0.45552430798090127,avg_mrna=0.44409188211297546,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=0.45552430798090127,end_mrna=0.47623417899637166,avg_mrna=0.46687490596714726,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=0.47623417899637166,end_mrna=0.5007752879124892,avg_mrna=0.48924432802585405,bin_k_given_mrna=0.2037037037037037 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=0.5025918188388871,end_mrna=0.5205779152086689,avg_mrna=0.5120057506651657,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=0.5205779152086689,end_mrna=0.5463857991645416,avg_mrna=0.5331482813398597,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=0.5463857991645416,end_mrna=0.5692831933375593,avg_mrna=0.5579071632486852,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=0.5692831933375593,end_mrna=0.598836501088704,avg_mrna=0.5849131903120554,bin_k_given_mrna=0.2222222222222222 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=0.598836501088704,end_mrna=0.6381628722271858,avg_mrna=0.6162898984339565,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=0.6381628722271858,end_mrna=0.6703901934373291,avg_mrna=0.6536317449579188,bin_k_given_mrna=0.2222222222222222 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=0.6714126884139392,end_mrna=0.7030975114131134,avg_mrna=0.6890988395648235,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=0.7045815581856085,end_mrna=0.7419373447293773,avg_mrna=0.7210243530243908,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=0.7419373447293773,end_mrna=0.7761087012742927,avg_mrna=0.7612972831458976,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=0.7761087012742927,end_mrna=0.8175747589349974,avg_mrna=0.7965721223515169,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=0.8175747589349974,end_mrna=0.8725478089262362,avg_mrna=0.8482190734339631,bin_k_given_mrna=0.25925925925925924 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=0.8725478089262362,end_mrna=0.914288729203482,avg_mrna=0.8926574391787022,bin_k_given_mrna=0.2037037037037037 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=0.9162907318741551,end_mrna=0.9669838461896731,avg_mrna=0.9390102093054445,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=0.9681238805141723,end_mrna=1.0224509277025455,avg_mrna=0.9952444981923557,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=1.0235294825437538,end_mrna=1.0784095813505903,avg_mrna=1.048669177058644,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=1.0784095813505903,end_mrna=1.1400740784757042,avg_mrna=1.108590794169848,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=1.1400740784757042,end_mrna=1.2014696741078175,avg_mrna=1.1672151786024807,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=1.204472679367587,end_mrna=1.285644952969961,avg_mrna=1.2494321013040197,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=1.2864740258376797,end_mrna=1.3754861624032872,avg_mrna=1.3302892963132111,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=1.3762440252663892,end_mrna=1.4609379041156563,avg_mrna=1.4139168318458943,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=1.461633717665706,end_mrna=1.581655531421649,avg_mrna=1.5153586233825567,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=1.583709763861369,end_mrna=1.6974487897568138,avg_mrna=1.634627383746575,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=1.7016523964219115,end_mrna=1.8759474196530803,avg_mrna=1.7905389987596938,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=1.8779371654691073,end_mrna=2.0685069766270563,avg_mrna=1.9769178141752397,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=2.0687596933329755,end_mrna=2.3532782073095637,avg_mrna=2.189313933603379,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=2.3561258599220753,end_mrna=2.833213344056216,avg_mrna=2.5830868910279587,bin_k_given_mrna=0.2962962962962963 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=2.8387860230912647,end_mrna=3.1880041612011136,avg_mrna=3.004225587837294,bin_k_given_mrna=0.6481481481481481 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=3.1986731175506815,end_mrna=3.507357577490546,avg_mrna=3.3468729067481857,bin_k_given_mrna=0.7222222222222222 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=47.0 (52),start_mrna=3.525772116243786,end_mrna=5.422965671113147,avg_mrna=3.946606861378245,bin_k_given_mrna=0.7346938775510204 DEBUG:TRAINING FOLD #7 DEBUG:EVALUATE PR FOLD #7 DEBUG:(CONTROL) EVALUATE PR FOLD#7 DEBUG:BUILDING P(K|MSMS) CLASSIFIER: DEBUG: ...DONE: FilteredClassifier using weka.classifiers.functions.Logistic -R 1.0E-8 -M -1 on data filtered through weka.filters.unsupervised.attribute.Remove -R 1 Filtered Header @relation pp-prots-weka.filters.unsupervised.attribute.Remove-R1 @attribute pp numeric @attribute msms-prot {1,0} @data Classifier Model Logistic Regression with ridge parameter of 1.0E-8 Coefficients... Variable Coeff. 1 3.9419 Intercept -3.2551 Odds Ratios... Variable O.R. 1 51.516 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=-2.0794415416798357,end_mrna=-1.2729656758128873,avg_mrna=-1.4579731644739202,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=-1.2552660987134865,end_mrna=-1.0498221244986778,avg_mrna=-1.154010841730271,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=-1.0498221244986778,end_mrna=-0.9545119446943529,avg_mrna=-0.9973829182904205,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=-0.9545119446943529,end_mrna=-0.8556661100577203,avg_mrna=-0.8991565805319364,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=-0.8556661100577203,end_mrna=-0.8096809968158968,avg_mrna=-0.8300982580548537,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=-0.8096809968158968,end_mrna=-0.7339691750802004,avg_mrna=-0.7662635844360106,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=-0.7236063880446539,end_mrna=-0.6831968497067772,avg_mrna=-0.705392952485957,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=-0.6831968497067772,end_mrna=-0.6443570163905132,avg_mrna=-0.6633395758034211,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=-0.6443570163905132,end_mrna=-0.6069694843188929,avg_mrna=-0.620212240989442,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=-0.5978370007556204,end_mrna=-0.5621189181535413,avg_mrna=-0.5816067497606445,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=-0.5621189181535413,end_mrna=-0.527632742082372,avg_mrna=-0.5423436696159878,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=-0.527632742082372,end_mrna=-0.4992264879226388,avg_mrna=-0.5115914505305751,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=-0.4992264879226388,end_mrna=-0.4700036292457356,avg_mrna=-0.4845801523941289,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=-0.4700036292457356,end_mrna=-0.43850496218636453,avg_mrna=-0.45432457858686554,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=-0.43850496218636453,end_mrna=-0.4231200433468851,avg_mrna=-0.4316220303800012,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=-0.4231200433468851,end_mrna=-0.40047756659712525,avg_mrna=-0.4135078334974155,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=-0.40047756659712525,end_mrna=-0.3783364407199117,avg_mrna=-0.3866839034490194,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=-0.3783364407199117,end_mrna=-0.35667494393873245,avg_mrna=-0.36405428164510856,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=-0.35667494393873245,end_mrna=-0.33267943838251673,avg_mrna=-0.3433701893172939,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=-0.33267943838251673,end_mrna=-0.3078847797693004,avg_mrna=-0.3244665267379853,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=-0.3078847797693004,end_mrna=-0.29437106060257756,avg_mrna=-0.30007829280322745,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=-0.29169009384931976,end_mrna=-0.2744368457017603,avg_mrna=-0.28194614588092226,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=-0.2744368457017603,end_mrna=-0.25231492861448956,avg_mrna=-0.26233764140369525,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=-0.25231492861448956,end_mrna=-0.2294131643278051,avg_mrna=-0.2405318574996602,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=-0.2294131643278051,end_mrna=-0.21691300156357363,avg_mrna=-0.22283848488192753,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=-0.21691300156357363,end_mrna=-0.2045671657412744,avg_mrna=-0.21075208240315083,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=-0.2045671657412744,end_mrna=-0.17793120849266178,avg_mrna=-0.1897767169988828,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=-0.17793120849266178,end_mrna=-0.16251892949777494,avg_mrna=-0.16929760760038043,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=-0.15899573149045795,end_mrna=-0.13926206733350766,avg_mrna=-0.1472945562642892,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=-0.13926206733350766,end_mrna=-0.11991029667255755,avg_mrna=-0.12804970103565097,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=-0.11653381625595151,end_mrna=-0.09431067947124129,avg_mrna=-0.10510557868797792,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=-0.09431067947124129,end_mrna=-0.07257069283483537,avg_mrna=-0.08371113448541838,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=-0.07257069283483537,end_mrna=-0.040821994520255166,avg_mrna=-0.05956303004981151,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=-0.040821994520255166,end_mrna=-0.020202707317519466,avg_mrna=-0.033011763861173486,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=-0.020202707317519466,end_mrna=-0.0030045090202987243,avg_mrna=-0.013254855258773362,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=-0.0030045090202987243,end_mrna=0.009950330853168092,avg_mrna=0.004730413124398653,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=0.009950330853168092,end_mrna=0.02955880224154443,avg_mrna=0.018694053723895012,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=0.02955880224154443,end_mrna=0.04401688541677426,avg_mrna=0.037079892767589134,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=0.045928931888399735,end_mrna=0.06297479916138839,avg_mrna=0.053635187854380595,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=0.06297479916138839,end_mrna=0.08157998699242285,avg_mrna=0.0732148996254499,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=0.08157998699242285,end_mrna=0.0980337402713654,avg_mrna=0.09035725307367069,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=0.0980337402713654,end_mrna=0.11600367575630613,avg_mrna=0.10623184564199115,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=0.11600367575630613,end_mrna=0.131028262406404,avg_mrna=0.1232756827367514,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=0.131028262406404,end_mrna=0.15100287353652742,avg_mrna=0.141917168387009,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=0.1527210870176639,end_mrna=0.17814618538347404,avg_mrna=0.16487050633811715,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=0.17814618538347404,end_mrna=0.19474407679251185,avg_mrna=0.1863402176055655,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=0.19474407679251185,end_mrna=0.219135529916671,avg_mrna=0.20743921201158683,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=0.219135529916671,end_mrna=0.23507212217948348,avg_mrna=0.2281954391975905,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=0.23665190133900194,end_mrna=0.25075871834718305,avg_mrna=0.24337605233933915,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=0.25075871834718305,end_mrna=0.2723145953206591,avg_mrna=0.26086713421043584,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=0.2723145953206591,end_mrna=0.30010459245033816,avg_mrna=0.2844212854781167,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=0.30010459245033816,end_mrna=0.3220834991691133,avg_mrna=0.308986208100133,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=0.3220834991691133,end_mrna=0.3400373027857091,avg_mrna=0.3317067809475963,bin_k_given_mrna=0.2222222222222222 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=0.34145977813225203,end_mrna=0.3611648492115845,avg_mrna=0.3501897688366571,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=0.3611648492115845,end_mrna=0.39001300354924284,avg_mrna=0.37470751270409713,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=0.39001300354924284,end_mrna=0.4154154389613324,avg_mrna=0.40334807591779415,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=0.41871033485818504,end_mrna=0.4382549309311553,avg_mrna=0.4268442217358065,bin_k_given_mrna=0.2037037037037037 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=0.4382549309311553,end_mrna=0.461845441544272,avg_mrna=0.4508339053594575,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=0.461845441544272,end_mrna=0.4824261492442928,avg_mrna=0.47223322843127247,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=0.4824261492442928,end_mrna=0.5098251234324072,avg_mrna=0.4986341448002597,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=0.5110256037686569,end_mrna=0.5306282510621704,avg_mrna=0.5193615656154906,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=0.5306282510621704,end_mrna=0.5538851132264376,avg_mrna=0.5420880143051141,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=0.5538851132264376,end_mrna=0.5782973388810033,avg_mrna=0.565066920639234,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=0.5794184152316023,end_mrna=0.6026752773958697,avg_mrna=0.5906027976338948,bin_k_given_mrna=0.2037037037037037 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=0.6026752773958697,end_mrna=0.6381628722271858,avg_mrna=0.6189559550405684,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=0.6381628722271858,end_mrna=0.6729444732424258,avg_mrna=0.6556272615965711,bin_k_given_mrna=0.2222222222222222 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=0.6729444732424258,end_mrna=0.7114781372446687,avg_mrna=0.692925990528003,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=0.7114781372446687,end_mrna=0.7499999921527281,avg_mrna=0.7286102747759373,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=0.7499999921527281,end_mrna=0.7793248768009977,avg_mrna=0.766453811111589,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=0.7793248768009977,end_mrna=0.8211005448704062,avg_mrna=0.7989070950098897,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=0.8228587870816026,end_mrna=0.8725478089262362,avg_mrna=0.8486189127049542,bin_k_given_mrna=0.2777777777777778 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=0.8725478089262362,end_mrna=0.9174900124496372,avg_mrna=0.8952847570857675,bin_k_given_mrna=0.2222222222222222 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=0.918288734536828,end_mrna=0.9658425107034028,avg_mrna=0.9414094548578235,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=0.9669838461896731,end_mrna=1.0188473201992472,avg_mrna=0.9921184229993124,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=1.019929766633641,end_mrna=1.0647107369924282,avg_mrna=1.044692748720342,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=1.0647107369924282,end_mrna=1.1233049012584813,avg_mrna=1.0956902196832299,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=1.1239550963399048,end_mrna=1.1746469749441073,avg_mrna=1.1498884421949997,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=1.1746469749441073,end_mrna=1.2547609711580412,avg_mrna=1.2121802911404196,bin_k_given_mrna=0.2222222222222222 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=1.2584609896100059,end_mrna=1.3376291891386096,avg_mrna=1.296067304814993,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=1.3389406647364204,end_mrna=1.4122057429043917,avg_mrna=1.375569149959262,bin_k_given_mrna=0.2037037037037037 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=1.4122057429043917,end_mrna=1.5040773967762742,avg_mrna=1.4567134073812011,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=1.5047438413194345,end_mrna=1.6227489264937727,avg_mrna=1.575326417978973,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=1.623340817603092,end_mrna=1.766441661243765,avg_mrna=1.6927469996047386,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=1.766441661243765,end_mrna=1.956284718053853,avg_mrna=1.86080892383918,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=1.9605172300156728,end_mrna=2.136530508663963,avg_mrna=2.048966361461319,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=2.1380641608255977,end_mrna=2.4782176616372036,avg_mrna=2.2833788130557817,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=2.4888156662847156,end_mrna=2.9164184668342656,avg_mrna=2.7101595657370003,bin_k_given_mrna=0.4074074074074074 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=2.9193910402972687,end_mrna=3.253354543284443,avg_mrna=3.081366989269739,bin_k_given_mrna=0.6296296296296297 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=3.256287209866347,end_mrna=3.5409593240373143,avg_mrna=3.3809145641524974,bin_k_given_mrna=0.7777777777777778 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=47.0 (52),start_mrna=3.564364434416003,end_mrna=5.422965671113147,avg_mrna=3.976775046521253,bin_k_given_mrna=0.7346938775510204 DEBUG:TRAINING FOLD #8 DEBUG:EVALUATE PR FOLD #8 DEBUG:(CONTROL) EVALUATE PR FOLD#8 DEBUG:BUILDING P(K|MSMS) CLASSIFIER: DEBUG: ...DONE: FilteredClassifier using weka.classifiers.functions.Logistic -R 1.0E-8 -M -1 on data filtered through weka.filters.unsupervised.attribute.Remove -R 1 Filtered Header @relation pp-prots-weka.filters.unsupervised.attribute.Remove-R1 @attribute pp numeric @attribute msms-prot {1,0} @data Classifier Model Logistic Regression with ridge parameter of 1.0E-8 Coefficients... Variable Coeff. 1 3.7268 Intercept -3.0759 Odds Ratios... Variable O.R. 1 41.545 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=-2.0794415416798357,end_mrna=-1.2909841813155656,avg_mrna=-1.499437513170607,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=-1.2729656758128873,end_mrna=-1.0356374895067213,avg_mrna=-1.1524617177549905,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=-1.0356374895067213,end_mrna=-0.9288695140810151,avg_mrna=-0.9812088997540174,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=-0.9288695140810151,end_mrna=-0.8556661100577203,avg_mrna=-0.8916487054096631,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=-0.8556661100577203,end_mrna=-0.8096809968158968,avg_mrna=-0.8292139289540497,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=-0.7985076962177716,end_mrna=-0.7444404749474959,avg_mrna=-0.7705168029050148,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=-0.7444404749474959,end_mrna=-0.6931471805599453,avg_mrna=-0.7150156018696436,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=-0.6931471805599453,end_mrna=-0.6539264674066639,avg_mrna=-0.6718100896731951,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=-0.6481738149172142,end_mrna=-0.5978370007556204,avg_mrna=-0.6247179131185914,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=-0.5978370007556204,end_mrna=-0.5621189181535413,avg_mrna=-0.5795460911489863,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=-0.5621189181535413,end_mrna=-0.527632742082372,avg_mrna=-0.5399256157966575,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=-0.527632742082372,end_mrna=-0.4942963218147801,avg_mrna=-0.5067279260484373,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=-0.4942963218147801,end_mrna=-0.4620354595965587,avg_mrna=-0.47963681430054483,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=-0.4620354595965587,end_mrna=-0.43850496218636453,avg_mrna=-0.4495169089349949,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=-0.43850496218636453,end_mrna=-0.4231200433468851,avg_mrna=-0.42895925596547574,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=-0.4231200433468851,end_mrna=-0.3930425881096072,avg_mrna=-0.40741538688025175,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=-0.3930425881096072,end_mrna=-0.37106368139083207,avg_mrna=-0.38122070720956663,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=-0.37106368139083207,end_mrna=-0.3523983871714722,avg_mrna=-0.3605699075730332,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=-0.3523983871714722,end_mrna=-0.33547273628812946,avg_mrna=-0.34250374624635216,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=-0.33547273628812946,end_mrna=-0.31471074483970024,avg_mrna=-0.3270285153328854,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=-0.31471074483970024,end_mrna=-0.29437106060257756,avg_mrna=-0.3040919125349489,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=-0.29437106060257756,end_mrna=-0.27049724769768,avg_mrna=-0.2860114760328612,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=-0.27049724769768,end_mrna=-0.25489224962879004,avg_mrna=-0.2627778978615649,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=-0.25489224962879004,end_mrna=-0.2395270305647338,avg_mrna=-0.24699541503702907,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=-0.23572233352106983,end_mrna=-0.2231435513142097,avg_mrna=-0.22930500939758003,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=-0.2231435513142097,end_mrna=-0.2045671657412744,avg_mrna=-0.21445455059043467,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=-0.2045671657412744,end_mrna=-0.18632957819149348,avg_mrna=-0.1943961820685084,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=-0.18632957819149348,end_mrna=-0.1660545843300827,avg_mrna=-0.17585842904203203,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=-0.1660545843300827,end_mrna=-0.14734058789870913,avg_mrna=-0.15583816578986273,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=-0.14502577205025774,end_mrna=-0.13124828660995402,avg_mrna=-0.13951597222680306,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=-0.12783337150988489,end_mrna=-0.11093156070728166,avg_mrna=-0.11945155407197171,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=-0.11093156070728166,end_mrna=-0.0888312137066157,avg_mrna=-0.096654324145232,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=-0.0888312137066157,end_mrna=-0.07257069283483537,avg_mrna=-0.07897544475363255,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=-0.07257069283483537,end_mrna=-0.05657035148839435,avg_mrna=-0.06421853561098488,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=-0.05657035148839435,end_mrna=-0.040821994520255166,avg_mrna=-0.04877627612366378,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=-0.040821994520255166,end_mrna=-0.030459207484708574,avg_mrna=-0.034975662044589774,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=-0.030459207484708574,end_mrna=-0.01005033585350145,avg_mrna=-0.018803739379716272,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=-0.01005033585350145,end_mrna=0.009950330853168092,avg_mrna=-8.455113677804278E-4,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=0.009950330853168092,end_mrna=0.024692612590371414,avg_mrna=0.015428310267169046,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=0.024692612590371414,end_mrna=0.04879016416943205,avg_mrna=0.035586091638582146,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=0.04879016416943205,end_mrna=0.06297479916138839,avg_mrna=0.05480257571857794,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=0.06485097231961627,end_mrna=0.0861776962410524,avg_mrna=0.0747440710310471,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=0.0861776962410524,end_mrna=0.10436001532424286,avg_mrna=0.09716483839070231,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=0.10436001532424286,end_mrna=0.128393214768399,avg_mrna=0.11523113731928923,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=0.128393214768399,end_mrna=0.14583044821153954,avg_mrna=0.13678726857496856,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=0.14583044821153954,end_mrna=0.16551443847757333,avg_mrna=0.1548300569580376,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=0.16805358499624976,end_mrna=0.1906203596086497,avg_mrna=0.18259039715162947,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=0.1906203596086497,end_mrna=0.20945022418220732,avg_mrna=0.20048996156172796,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=0.20945022418220732,end_mrna=0.23111172096338664,avg_mrna=0.22013307725568595,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=0.23111172096338664,end_mrna=0.24451357705040216,avg_mrna=0.23759786935191035,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=0.24451357705040216,end_mrna=0.26236426446749106,avg_mrna=0.25356609630496424,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=0.26236426446749106,end_mrna=0.28517894223366247,avg_mrna=0.27441141930097906,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=0.28517894223366247,end_mrna=0.3038014543316642,avg_mrna=0.2960372858451803,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=0.30527638085273207,end_mrna=0.32714314133269456,avg_mrna=0.3158187160687565,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=0.32714314133269456,end_mrna=0.34854196070854343,avg_mrna=0.3371128161334243,bin_k_given_mrna=0.2037037037037037 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=0.35065687161316933,end_mrna=0.3750059006234559,avg_mrna=0.3625088276277283,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=0.3750059006234559,end_mrna=0.40879289820083897,avg_mrna=0.39443974625022765,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=0.40879289820083897,end_mrna=0.4350239103497087,avg_mrna=0.42302073329444884,bin_k_given_mrna=0.2222222222222222 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=0.4382549309311553,end_mrna=0.4637340162321402,avg_mrna=0.4517532395376959,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=0.4637340162321402,end_mrna=0.4824261492442928,avg_mrna=0.4730851733429015,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=0.4824261492442928,end_mrna=0.5128236264286636,avg_mrna=0.49687454377233375,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=0.5128236264286636,end_mrna=0.5306282510621704,avg_mrna=0.5204387554307514,bin_k_given_mrna=0.2037037037037037 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=0.5306282510621704,end_mrna=0.5579000311519196,avg_mrna=0.5439298372313738,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=0.5579000311519196,end_mrna=0.586118607801422,avg_mrna=0.5730057641246219,bin_k_given_mrna=0.2037037037037037 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=0.586118607801422,end_mrna=0.6124792774924905,avg_mrna=0.5991296247403434,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=0.6124792774924905,end_mrna=0.6471032420585384,avg_mrna=0.6301297340846025,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=0.6471032420585384,end_mrna=0.6830968447064438,avg_mrna=0.6637482406004432,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=0.6830968447064438,end_mrna=0.7114781372446687,avg_mrna=0.6982336107096437,bin_k_given_mrna=0.2037037037037037 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=0.7114781372446687,end_mrna=0.7499999921527281,avg_mrna=0.7301316514129442,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=0.7514160886839212,end_mrna=0.7807000775678068,avg_mrna=0.768204599872871,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=0.7807000775678068,end_mrna=0.8342126208385481,avg_mrna=0.8038045656529859,bin_k_given_mrna=0.2222222222222222 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=0.8342126208385481,end_mrna=0.8754687373538999,avg_mrna=0.8558109538120575,bin_k_given_mrna=0.24074074074074073 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=0.8754687373538999,end_mrna=0.9202827531436925,avg_mrna=0.8991917646395696,bin_k_given_mrna=0.25925925925925924 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=0.9214772585614551,end_mrna=0.9707789171582248,avg_mrna=0.9477367668551522,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=0.9745596399981309,end_mrna=1.0249657484998111,avg_mrna=0.995710417850005,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=1.0260415958332743,end_mrna=1.0784095813505903,avg_mrna=1.050283957081379,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=1.0784095813505903,end_mrna=1.1314021114911006,avg_mrna=1.106170678621231,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=1.1336576304109105,end_mrna=1.1869283697166777,avg_mrna=1.1617699649023612,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=1.1878434223960523,end_mrna=1.2781522025001875,avg_mrna=1.2359039558920273,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=1.27954399117301,end_mrna=1.3617454881984778,avg_mrna=1.3207030121872896,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=1.3617454881984778,end_mrna=1.4398351280479205,avg_mrna=1.400912320636667,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=1.441019260809137,end_mrna=1.5532907518110994,avg_mrna=1.495190097277252,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=1.5554040239416147,end_mrna=1.6761615444770084,avg_mrna=1.6145977549978843,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=1.6765356559665947,end_mrna=1.8304992975439855,avg_mrna=1.7573644475122618,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=1.8373699804801074,end_mrna=2.0251173429492364,avg_mrna=1.9440783084018638,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=2.0255131996542803,end_mrna=2.244214179667716,avg_mrna=2.12107685472869,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=2.2460147415056513,end_mrna=2.6263338714822204,avg_mrna=2.4259123644894127,bin_k_given_mrna=0.25925925925925924 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=2.65077413328248,end_mrna=3.015779968857769,avg_mrna=2.8381773958401926,bin_k_given_mrna=0.4444444444444444 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=3.016857555168939,end_mrna=3.3617633124167483,avg_mrna=3.1970015110914143,bin_k_given_mrna=0.6851851851851852 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=3.3648791189880436,end_mrna=3.8861511978605754,avg_mrna=3.5421931750306848,bin_k_given_mrna=0.7777777777777778 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=22.0 (52),start_mrna=3.8954870367880465,end_mrna=5.422965671113147,avg_mrna=4.228131513049036,bin_k_given_mrna=0.75 DEBUG:TRAINING FOLD #9 DEBUG:EVALUATE PR FOLD #9 DEBUG:(CONTROL) EVALUATE PR FOLD#9 LOG:RUN=2, RANDOM SEED (for makeFolds): 620165527019811404 DEBUG:number of total foldees = 270 DEBUG:number of total nonTestFoldees = 4927 DEBUG:1. FOLDEE FOLD 0 SIZE = 27 DEBUG:1. FOLDEE FOLD 1 SIZE = 27 DEBUG:1. FOLDEE FOLD 2 SIZE = 27 DEBUG:1. FOLDEE FOLD 3 SIZE = 27 DEBUG:1. FOLDEE FOLD 4 SIZE = 27 DEBUG:1. FOLDEE FOLD 5 SIZE = 27 DEBUG:1. FOLDEE FOLD 6 SIZE = 27 DEBUG:1. FOLDEE FOLD 7 SIZE = 27 DEBUG:1. FOLDEE FOLD 8 SIZE = 27 DEBUG:1. FOLDEE FOLD 9 SIZE = 27 DEBUG:2. FOLDEE FOLD 0 SIZE = 62 DEBUG:2. FOLDEE FOLD 1 SIZE = 89 DEBUG:2. FOLDEE FOLD 2 SIZE = 65 DEBUG:2. FOLDEE FOLD 3 SIZE = 71 DEBUG:2. FOLDEE FOLD 4 SIZE = 87 DEBUG:2. FOLDEE FOLD 5 SIZE = 64 DEBUG:2. FOLDEE FOLD 6 SIZE = 67 DEBUG:2. FOLDEE FOLD 7 SIZE = 102 DEBUG:2. FOLDEE FOLD 8 SIZE = 92 DEBUG:2. FOLDEE FOLD 9 SIZE = 98 DEBUG:3. FOLD 0 SIZE = 531 DEBUG:3. FOLD 1 SIZE = 523 DEBUG:3. FOLD 2 SIZE = 524 DEBUG:3. FOLD 3 SIZE = 522 DEBUG:3. FOLD 4 SIZE = 523 DEBUG:3. FOLD 5 SIZE = 525 DEBUG:3. FOLD 6 SIZE = 524 DEBUG:3. FOLD 7 SIZE = 525 DEBUG:3. FOLD 8 SIZE = 522 DEBUG:3. FOLD 9 SIZE = 478 DEBUG:FOLDEE + NONTEST-FOLDEE 0 SIZE = 531 DEBUG:FOLDEE + NONTEST-FOLDEE 1 SIZE = 523 DEBUG:FOLDEE + NONTEST-FOLDEE 2 SIZE = 524 DEBUG:FOLDEE + NONTEST-FOLDEE 3 SIZE = 522 DEBUG:FOLDEE + NONTEST-FOLDEE 4 SIZE = 523 DEBUG:FOLDEE + NONTEST-FOLDEE 5 SIZE = 525 DEBUG:FOLDEE + NONTEST-FOLDEE 6 SIZE = 524 DEBUG:FOLDEE + NONTEST-FOLDEE 7 SIZE = 525 DEBUG:FOLDEE + NONTEST-FOLDEE 8 SIZE = 522 DEBUG:FOLDEE + NONTEST-FOLDEE 9 SIZE = 478 DEBUG:BUILDING P(K|MSMS) CLASSIFIER: DEBUG: ...DONE: FilteredClassifier using weka.classifiers.functions.Logistic -R 1.0E-8 -M -1 on data filtered through weka.filters.unsupervised.attribute.Remove -R 1 Filtered Header @relation pp-prots-weka.filters.unsupervised.attribute.Remove-R1 @attribute pp numeric @attribute msms-prot {1,0} @data Classifier Model Logistic Regression with ridge parameter of 1.0E-8 Coefficients... Variable Coeff. 1 3.6804 Intercept -2.9773 Odds Ratios... Variable O.R. 1 39.6626 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-2.0794415416798357,end_mrna=-1.2909841813155656,avg_mrna=-1.5038039924490318,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-1.2909841813155656,end_mrna=-1.0642108619507773,avg_mrna=-1.1672310178734502,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-1.0498221244986778,end_mrna=-0.9416085398584448,avg_mrna=-0.995557336831038,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-0.9416085398584448,end_mrna=-0.8675005677047232,avg_mrna=-0.903715293525824,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-0.8675005677047232,end_mrna=-0.8096809968158968,avg_mrna=-0.8371989046564062,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-0.8096809968158968,end_mrna=-0.7444404749474959,avg_mrna=-0.7722357722278033,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-0.7444404749474959,end_mrna=-0.6931471805599453,avg_mrna=-0.7150156018696436,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-0.6931471805599453,end_mrna=-0.6539264674066639,avg_mrna=-0.6718100896731951,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-0.6481738149172142,end_mrna=-0.6069694843188929,avg_mrna=-0.62754895094655,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-0.6069694843188929,end_mrna=-0.5709295478356962,avg_mrna=-0.5895205893453627,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-0.5709295478356962,end_mrna=-0.527632742082372,avg_mrna=-0.5460707657122866,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-0.527632742082372,end_mrna=-0.4861330111756192,avg_mrna=-0.5106662327375161,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-0.4861330111756192,end_mrna=-0.4620354595965587,avg_mrna=-0.4724433324311098,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-0.45728485683796083,end_mrna=-0.4307829160924542,avg_mrna=-0.4392907846440974,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-0.4307829160924542,end_mrna=-0.4079682383262829,avg_mrna=-0.42196429169344896,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-0.4079682383262829,end_mrna=-0.38566248081198456,avg_mrna=-0.39831894690945063,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-0.38566248081198456,end_mrna=-0.37106368139083207,avg_mrna=-0.3788015752661228,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-0.3667252797922339,end_mrna=-0.3523983871714722,avg_mrna=-0.3594348576416542,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-0.34955747616986843,end_mrna=-0.33547273628812946,avg_mrna=-0.341852759673916,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-0.33547273628812946,end_mrna=-0.32158362412746233,avg_mrna=-0.3275522300405675,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-0.32158362412746233,end_mrna=-0.2876820724517809,avg_mrna=-0.30337425773770826,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-0.2876820724517809,end_mrna=-0.27049724769768,avg_mrna=-0.279806495148103,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-0.27049724769768,end_mrna=-0.25489224962879004,avg_mrna=-0.26217770562814613,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-0.25489224962879004,end_mrna=-0.23193205734728903,avg_mrna=-0.24611233071850983,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-0.2294131643278051,end_mrna=-0.21691300156357363,avg_mrna=-0.22452119910018928,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-0.21691300156357363,end_mrna=-0.2045671657412744,avg_mrna=-0.21070671405734068,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-0.2045671657412744,end_mrna=-0.18032355413128162,avg_mrna=-0.18804671170339246,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-0.18032355413128162,end_mrna=-0.16251892949777494,avg_mrna=-0.17308432060291376,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-0.16251892949777494,end_mrna=-0.14502577205025774,avg_mrna=-0.15408945743322056,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-0.14502577205025774,end_mrna=-0.12783337150988489,avg_mrna=-0.13620974135365432,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-0.12783337150988489,end_mrna=-0.10869941692334091,avg_mrna=-0.11624461183793303,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-0.10536051565782628,end_mrna=-0.09101939838716855,avg_mrna=-0.09961861131118568,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-0.09101939838716855,end_mrna=-0.07257069283483537,avg_mrna=-0.08258349222116702,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-0.07257069283483537,end_mrna=-0.05129329438755058,avg_mrna=-0.06458672032741462,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-0.05129329438755058,end_mrna=-0.03770186718401153,avg_mrna=-0.04551206512317671,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-0.03770186718401153,end_mrna=-0.020202707317519466,avg_mrna=-0.028707272433210324,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-0.020202707317519466,end_mrna=-0.0030045090202987243,avg_mrna=-0.011910421262245653,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.0,end_mrna=0.009950330853168092,avg_mrna=0.004979544660426861,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.009950330853168092,end_mrna=0.03246719013750141,avg_mrna=0.02234144166944877,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.03246719013750141,end_mrna=0.04879016416943205,avg_mrna=0.041222007844523824,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.04879016416943205,end_mrna=0.06297479916138839,avg_mrna=0.055262791612142884,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.06297479916138839,end_mrna=0.08157998699242285,avg_mrna=0.07163882606172381,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.08157998699242285,end_mrna=0.09984533496971612,avg_mrna=0.09084786320387642,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.09984533496971612,end_mrna=0.11778303565638346,avg_mrna=0.10930470882416467,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.11778303565638346,end_mrna=0.13540463700620298,avg_mrna=0.12619386453819464,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.13540463700620298,end_mrna=0.15956456967133845,avg_mrna=0.14603356635059023,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.15956456967133845,end_mrna=0.1823215567939546,avg_mrna=0.17305308050017562,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.1823215567939546,end_mrna=0.20294084399669038,avg_mrna=0.1938214174722258,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.2070141693843261,end_mrna=0.22314355131420976,avg_mrna=0.21275406701789892,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.22314355131420976,end_mrna=0.23901690047049992,avg_mrna=0.2311582756170503,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.23901690047049992,end_mrna=0.26773443464208485,avg_mrna=0.25211276950086325,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.26773443464208485,end_mrna=0.28893129185221283,avg_mrna=0.2785904965574951,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.28893129185221283,end_mrna=0.30968815271439554,avg_mrna=0.29862147161610564,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.30968815271439554,end_mrna=0.3293037471426003,avg_mrna=0.32016870899941907,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.3293037471426003,end_mrna=0.35065687161316933,avg_mrna=0.34079123601504013,bin_k_given_mrna=0.2222222222222222 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.35065687161316933,end_mrna=0.37843643572024505,avg_mrna=0.36165736885938166,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.37843643572024505,end_mrna=0.412109650826833,avg_mrna=0.39702177035052694,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.412109650826833,end_mrna=0.4382549309311553,avg_mrna=0.4235882399738497,bin_k_given_mrna=0.24074074074074073 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.4382549309311553,end_mrna=0.4593217808988751,avg_mrna=0.4494486024655141,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.4605844073292439,end_mrna=0.48057258059496977,avg_mrna=0.4706336916071552,bin_k_given_mrna=0.2037037037037037 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.48057258059496977,end_mrna=0.5068176023684519,avg_mrna=0.4960755181368172,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.5068176023684519,end_mrna=0.5323914016805513,avg_mrna=0.5180190798546633,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.5323914016805513,end_mrna=0.5613286059390974,avg_mrna=0.5482334972281269,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.5624688569178291,end_mrna=0.5905605917848442,avg_mrna=0.5772625022852492,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.5905605917848442,end_mrna=0.6168059473032227,avg_mrna=0.6049581696186305,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.6178846960593984,end_mrna=0.6575200029167941,avg_mrna=0.6389653854945399,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.6575200029167941,end_mrna=0.6956440607585325,avg_mrna=0.6778056042356229,bin_k_given_mrna=0.2777777777777778 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.6956440607585325,end_mrna=0.7260982806996313,avg_mrna=0.7117392311516672,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.7260982806996313,end_mrna=0.7701082216960737,avg_mrna=0.7510394654096633,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.7701082216960737,end_mrna=0.8064758658669486,avg_mrna=0.7870270959248067,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.8078142555380712,end_mrna=0.8586616190375187,avg_mrna=0.8336956559546198,bin_k_given_mrna=0.25925925925925924 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.8599319982047708,end_mrna=0.9082585601768908,avg_mrna=0.8831019202879097,bin_k_given_mrna=0.24074074074074073 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.9082585601768908,end_mrna=0.9535865166178521,avg_mrna=0.9289647186409523,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.9535865166178521,end_mrna=0.9969486348916095,avg_mrna=0.9761273224278448,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.9969486348916095,end_mrna=1.0543120297715298,avg_mrna=1.0286408139218328,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=1.0553567799971526,end_mrna=1.114157500003572,avg_mrna=1.0801794156310172,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=1.11514159061932,end_mrna=1.1662709371419244,avg_mrna=1.1414819674559529,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=1.1684492482568893,end_mrna=1.2427126326418665,avg_mrna=1.1989443103277395,bin_k_given_mrna=0.2037037037037037 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=1.2432896667028863,end_mrna=1.3289300437303198,avg_mrna=1.2879866560587618,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=1.3289300437303198,end_mrna=1.4085449700547104,avg_mrna=1.3666685510674164,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=1.4085449700547104,end_mrna=1.4929040961781488,avg_mrna=1.4508111665746954,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=1.4944758939644187,end_mrna=1.6227489264937727,avg_mrna=1.5713917425308626,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=1.623340817603092,end_mrna=1.766441661243765,avg_mrna=1.6883679647901277,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=1.766441661243765,end_mrna=1.9473377010464987,avg_mrna=1.8564111029351678,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=1.956284718053853,end_mrna=2.136530508663963,avg_mrna=2.0434238455838187,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=2.1380641608255977,end_mrna=2.4610407786860184,avg_mrna=2.2750625374754314,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=2.464959011978304,end_mrna=2.8654527307870716,avg_mrna=2.6965733352422636,bin_k_given_mrna=0.4074074074074074 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=2.8918706340199005,end_mrna=3.2648811626246084,avg_mrna=3.0772670150645856,bin_k_given_mrna=0.6296296296296297 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=3.2677802682218036,end_mrna=3.6336309798834576,avg_mrna=3.4231656156645727,bin_k_given_mrna=0.8518518518518519 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=38.0 (52),start_mrna=3.6458414644223676,end_mrna=5.422965671113147,avg_mrna=4.057547769411207,bin_k_given_mrna=0.675 DEBUG:TRAINING FOLD #0 DEBUG:EVALUATE PR FOLD #0 DEBUG:(CONTROL) EVALUATE PR FOLD#0 DEBUG:BUILDING P(K|MSMS) CLASSIFIER: DEBUG: ...DONE: FilteredClassifier using weka.classifiers.functions.Logistic -R 1.0E-8 -M -1 on data filtered through weka.filters.unsupervised.attribute.Remove -R 1 Filtered Header @relation pp-prots-weka.filters.unsupervised.attribute.Remove-R1 @attribute pp numeric @attribute msms-prot {1,0} @data Classifier Model Logistic Regression with ridge parameter of 1.0E-8 Coefficients... Variable Coeff. 1 3.8126 Intercept -3.2044 Odds Ratios... Variable O.R. 1 45.2682 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=-2.0794415416798357,end_mrna=-1.3093333199837622,avg_mrna=-1.5018622636012133,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=-1.2909841813155656,end_mrna=-1.0356374895067213,avg_mrna=-1.1513328288994986,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=-1.0356374895067213,end_mrna=-0.9545119446943529,avg_mrna=-0.9921570355130934,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=-0.9416085398584448,end_mrna=-0.8556661100577203,avg_mrna=-0.8929690701815035,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=-0.8556661100577203,end_mrna=-0.7985076962177716,avg_mrna=-0.8259163281555911,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=-0.7985076962177716,end_mrna=-0.7339691750802004,avg_mrna=-0.7620711035779415,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=-0.7236063880446539,end_mrna=-0.6831968497067772,avg_mrna=-0.7042324993816214,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=-0.6831968497067772,end_mrna=-0.6443570163905132,avg_mrna=-0.6618457360604879,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=-0.6443570163905132,end_mrna=-0.5978370007556204,avg_mrna=-0.6184230096188692,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=-0.5978370007556204,end_mrna=-0.5621189181535413,avg_mrna=-0.5802329773528723,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=-0.5621189181535413,end_mrna=-0.5108256237659907,avg_mrna=-0.5373933192622277,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=-0.5108256237659907,end_mrna=-0.48939034304592566,avg_mrna=-0.5023941745351974,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=-0.4861330111756192,end_mrna=-0.4620354595965587,avg_mrna=-0.47290674688455325,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=-0.4620354595965587,end_mrna=-0.4307829160924542,avg_mrna=-0.4434696842967067,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=-0.4307829160924542,end_mrna=-0.4155154439616658,avg_mrna=-0.42601351281846844,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=-0.4155154439616658,end_mrna=-0.38566248081198456,avg_mrna=-0.39910593992963894,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=-0.38566248081198456,end_mrna=-0.363843433417345,avg_mrna=-0.3757218993568403,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=-0.363843433417345,end_mrna=-0.34955747616986843,avg_mrna=-0.3569599174521492,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=-0.34955747616986843,end_mrna=-0.32158362412746233,avg_mrna=-0.3369041819132391,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=-0.32158362412746233,end_mrna=-0.3011050927839216,avg_mrna=-0.3116569837520301,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=-0.3011050927839216,end_mrna=-0.28103752973311236,avg_mrna=-0.2929649336188899,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=-0.28103752973311236,end_mrna=-0.2678794451556012,avg_mrna=-0.27406895543417187,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=-0.2678794451556012,end_mrna=-0.2484613592984996,avg_mrna=-0.2572140080942256,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=-0.2484613592984996,end_mrna=-0.23193205734728903,avg_mrna=-0.24103050529514716,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=-0.2294131643278051,end_mrna=-0.21691300156357363,avg_mrna=-0.22452119910018928,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=-0.21691300156357363,end_mrna=-0.2045671657412744,avg_mrna=-0.21241402184076794,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=-0.2045671657412744,end_mrna=-0.18632957819149348,avg_mrna=-0.1979034104434663,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=-0.18632957819149348,end_mrna=-0.1743533871447778,avg_mrna=-0.18067593285951167,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=-0.1743533871447778,end_mrna=-0.15665381004537685,avg_mrna=-0.16534455586004226,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=-0.15665381004537685,end_mrna=-0.13353139262452263,avg_mrna=-0.14164181455555525,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=-0.13353139262452263,end_mrna=-0.11093156070728166,avg_mrna=-0.11904575367879283,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=-0.11093156070728166,end_mrna=-0.09101939838716855,avg_mrna=-0.10005197726954128,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=-0.0888312137066157,end_mrna=-0.06720874969344999,avg_mrna=-0.07693193546021318,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=-0.06720874969344999,end_mrna=-0.046043938501406846,avg_mrna=-0.05921795536680597,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=-0.046043938501406846,end_mrna=-0.030459207484708574,avg_mrna=-0.03697006533847867,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=-0.030459207484708574,end_mrna=-0.015113637810048184,avg_mrna=-0.023694282439479405,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=-0.015113637810048184,end_mrna=0.0,avg_mrna=-0.00682686278459925,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=0.0,end_mrna=0.016857117066422806,avg_mrna=0.010874290025771784,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=0.01980262729617973,end_mrna=0.03922071315328133,avg_mrna=0.02954061488395707,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=0.03922071315328133,end_mrna=0.058268908123975824,avg_mrna=0.04829619733740463,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=0.058268908123975824,end_mrna=0.07232066157962608,avg_mrna=0.06457017227340489,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=0.07232066157962608,end_mrna=0.09075436326846412,avg_mrna=0.08314537205730267,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=0.09075436326846412,end_mrna=0.11332868530700327,avg_mrna=0.09961793635322119,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=0.11332868530700327,end_mrna=0.131028262406404,avg_mrna=0.1216146996753411,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=0.1336563848126736,end_mrna=0.1527210870176639,avg_mrna=0.14462075004491573,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=0.1527210870176639,end_mrna=0.1823215567939546,avg_mrna=0.1678317083589213,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=0.1823215567939546,end_mrna=0.19474407679251185,avg_mrna=0.18817552958056055,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=0.19638881400539018,end_mrna=0.219135529916671,avg_mrna=0.2078085000896412,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=0.219135529916671,end_mrna=0.23507212217948348,avg_mrna=0.22733775644324478,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=0.23507212217948348,end_mrna=0.25075871834718305,avg_mrna=0.24253096535711352,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=0.25075871834718305,end_mrna=0.2723145953206591,avg_mrna=0.2604525981147921,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=0.2723145953206591,end_mrna=0.29266961396282004,avg_mrna=0.28094540443278493,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=0.29266961396282004,end_mrna=0.31115442863692305,avg_mrna=0.3004882545407639,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=0.31115442863692305,end_mrna=0.33647223662121284,avg_mrna=0.32466757206665864,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=0.33647223662121284,end_mrna=0.3555743384946994,avg_mrna=0.34601284817877614,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=0.3555743384946994,end_mrna=0.38321949916084475,avg_mrna=0.3670590083160929,bin_k_given_mrna=0.2037037037037037 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=0.38321949916084475,end_mrna=0.412109650826833,avg_mrna=0.39838812189133527,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=0.412109650826833,end_mrna=0.4350239103497087,avg_mrna=0.42346396995148644,bin_k_given_mrna=0.2222222222222222 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=0.4350239103497087,end_mrna=0.46561903092791146,avg_mrna=0.4509759053434855,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=0.4668737362368079,end_mrna=0.4885800148186709,avg_mrna=0.4776587121063557,bin_k_given_mrna=0.2222222222222222 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=0.4885800148186709,end_mrna=0.5110256037686569,avg_mrna=0.5009623147787446,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=0.5110256037686569,end_mrna=0.5276827408324136,avg_mrna=0.5193424108303564,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=0.5306282510621704,end_mrna=0.5567545556543906,avg_mrna=0.5421568320154315,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=0.5579000311519196,end_mrna=0.5850050219402422,avg_mrna=0.5717824314144271,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=0.5850050219402422,end_mrna=0.6151856390902335,avg_mrna=0.6008934289796852,bin_k_given_mrna=0.2037037037037037 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=0.6168059473032227,end_mrna=0.6575200029167941,avg_mrna=0.6401121271516549,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=0.6575200029167941,end_mrna=0.6931471805599453,avg_mrna=0.6768873091618229,bin_k_given_mrna=0.24074074074074073 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=0.6946460566836813,end_mrna=0.7227059828014898,avg_mrna=0.708484268110914,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=0.7227059828014898,end_mrna=0.7640715188966439,avg_mrna=0.7440185231258012,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=0.7654678421395714,end_mrna=0.8109302162163288,avg_mrna=0.7882113277366133,bin_k_given_mrna=0.2037037037037037 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=0.8122626614501074,end_mrna=0.8683601981166051,avg_mrna=0.8429254503773039,bin_k_given_mrna=0.2777777777777778 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=0.870037347356693,end_mrna=0.9122827104766164,avg_mrna=0.8896493809660846,bin_k_given_mrna=0.2222222222222222 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=0.9122827104766164,end_mrna=0.9555114450274365,avg_mrna=0.933099903856158,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=0.9555114450274365,end_mrna=1.005399906945931,avg_mrna=0.9820513982512667,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=1.0090522119554661,end_mrna=1.0602179006807981,avg_mrna=1.0345210079910587,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=1.061256502124341,end_mrna=1.11514159061932,avg_mrna=1.0863951809588042,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=1.11514159061932,end_mrna=1.172482137234565,avg_mrna=1.145550732685169,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=1.172482137234565,end_mrna=1.2513333756857736,avg_mrna=1.207227230418661,bin_k_given_mrna=0.2037037037037037 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=1.252762968495368,end_mrna=1.332366019094335,avg_mrna=1.2900415713879636,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=1.3336844108475931,end_mrna=1.4085449700547104,avg_mrna=1.3706047270304833,bin_k_given_mrna=0.2037037037037037 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=1.4085449700547104,end_mrna=1.4929040961781488,avg_mrna=1.4479674542261165,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=1.4929040961781488,end_mrna=1.608837732362068,avg_mrna=1.5585670889069054,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=1.6120345382813663,end_mrna=1.7486779795256044,avg_mrna=1.676605361935337,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=1.7521520146332756,end_mrna=1.918832551791531,avg_mrna=1.8340380767883562,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=1.929345132180618,end_mrna=2.1086361999591117,avg_mrna=2.023470877324618,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=2.1110613254352915,end_mrna=2.4081155942035095,avg_mrna=2.248509583218659,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=2.4111704034074863,end_mrna=2.840422589006834,avg_mrna=2.642985266882412,bin_k_given_mrna=0.2962962962962963 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=2.8456649122893687,end_mrna=3.2112467977037094,avg_mrna=3.0243526653022217,bin_k_given_mrna=0.6296296296296297 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=3.2287073367814902,end_mrna=3.492043064961732,avg_mrna=3.3489649158353902,bin_k_given_mrna=0.7962962962962963 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=46.0 (52),start_mrna=3.497325408756376,end_mrna=5.422965671113147,avg_mrna=3.962693115773566,bin_k_given_mrna=0.6666666666666666 DEBUG:TRAINING FOLD #1 DEBUG:EVALUATE PR FOLD #1 DEBUG:(CONTROL) EVALUATE PR FOLD#1 DEBUG:BUILDING P(K|MSMS) CLASSIFIER: DEBUG: ...DONE: FilteredClassifier using weka.classifiers.functions.Logistic -R 1.0E-8 -M -1 on data filtered through weka.filters.unsupervised.attribute.Remove -R 1 Filtered Header @relation pp-prots-weka.filters.unsupervised.attribute.Remove-R1 @attribute pp numeric @attribute msms-prot {1,0} @data Classifier Model Logistic Regression with ridge parameter of 1.0E-8 Coefficients... Variable Coeff. 1 3.8653 Intercept -3.2861 Odds Ratios... Variable O.R. 1 47.7153 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=-2.0794415416798357,end_mrna=-1.2378743560016174,avg_mrna=-1.4620458077541558,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=-1.2378743560016174,end_mrna=-1.0216512475319814,avg_mrna=-1.1335334238934711,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=-1.0216512475319814,end_mrna=-0.9288695140810151,avg_mrna=-0.9773234639459576,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=-0.9288695140810151,end_mrna=-0.8556661100577203,avg_mrna=-0.886017674330948,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=-0.8556661100577203,end_mrna=-0.7985076962177716,avg_mrna=-0.8248171278894383,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=-0.7985076962177716,end_mrna=-0.7444404749474959,avg_mrna=-0.7663577858842247,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=-0.7444404749474959,end_mrna=-0.6635883783184009,avg_mrna=-0.6996178754072199,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=-0.6635883783184009,end_mrna=-0.6069694843188929,avg_mrna=-0.6404363135751516,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=-0.6069694843188929,end_mrna=-0.5621189181535413,avg_mrna=-0.5882325923923876,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=-0.5621189181535413,end_mrna=-0.527632742082372,avg_mrna=-0.5383644954539298,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=-0.5191938734365074,end_mrna=-0.4942963218147801,avg_mrna=-0.5054457560381453,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=-0.4942963218147801,end_mrna=-0.4620354595965587,avg_mrna=-0.47812063044103703,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=-0.4620354595965587,end_mrna=-0.4307829160924542,avg_mrna=-0.4421368815478167,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=-0.4307829160924542,end_mrna=-0.4155154439616658,avg_mrna=-0.42413538258496813,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=-0.4155154439616658,end_mrna=-0.3930425881096072,avg_mrna=-0.40121918268414186,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=-0.3930425881096072,end_mrna=-0.37106368139083207,avg_mrna=-0.38079803592651323,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=-0.37106368139083207,end_mrna=-0.35667494393873245,avg_mrna=-0.3614240624836088,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=-0.35667494393873245,end_mrna=-0.33547273628812946,avg_mrna=-0.3439702023438115,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=-0.33547273628812946,end_mrna=-0.32158362412746233,avg_mrna=-0.3291548199052597,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=-0.32158362412746233,end_mrna=-0.2970592342643779,avg_mrna=-0.30864782299443444,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=-0.2970592342643779,end_mrna=-0.2783920255446883,avg_mrna=-0.28898021700986765,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=-0.2783920255446883,end_mrna=-0.25747623039471507,avg_mrna=-0.2699351749554719,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=-0.25747623039471507,end_mrna=-0.24207156119972859,avg_mrna=-0.24941087212419183,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=-0.24207156119972859,end_mrna=-0.21691300156357363,avg_mrna=-0.23123504001716325,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=-0.21691300156357363,end_mrna=-0.19845093872383832,avg_mrna=-0.21092294586349755,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=-0.19845093872383832,end_mrna=-0.18032355413128162,avg_mrna=-0.18816215199200215,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=-0.18032355413128162,end_mrna=-0.16251892949777494,avg_mrna=-0.17274192397534632,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=-0.16251892949777494,end_mrna=-0.14502577205025774,avg_mrna=-0.1540201446955896,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=-0.14502577205025774,end_mrna=-0.12216763397420753,avg_mrna=-0.1353987707094389,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=-0.12216763397420753,end_mrna=-0.10536051565782628,avg_mrna=-0.11512250535930245,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=-0.10536051565782628,end_mrna=-0.09101939838716855,avg_mrna=-0.09879123916095543,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=-0.09101939838716855,end_mrna=-0.07257069283483537,avg_mrna=-0.08100079299364049,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=-0.07257069283483537,end_mrna=-0.05657035148839435,avg_mrna=-0.0650601458863455,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=-0.05657035148839435,end_mrna=-0.040821994520255166,avg_mrna=-0.049079129142281845,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=-0.040821994520255166,end_mrna=-0.027371196796132015,avg_mrna=-0.033505715408470235,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=-0.025317807984289897,end_mrna=-0.01005033585350145,avg_mrna=-0.01759251227356201,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=-0.01005033585350145,end_mrna=0.009950330853168092,avg_mrna=0.002867001440926773,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=0.009950330853168092,end_mrna=0.02955880224154443,avg_mrna=0.02000690010705719,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=0.02955880224154443,end_mrna=0.04879016416943205,avg_mrna=0.03974056020577976,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=0.04879016416943205,end_mrna=0.06109509935981083,avg_mrna=0.05499001016998988,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=0.06297479916138839,end_mrna=0.08157998699242285,avg_mrna=0.07106814718340745,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=0.08157998699242285,end_mrna=0.09531017980432493,avg_mrna=0.08856349540560202,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=0.09531017980432493,end_mrna=0.11332868530700327,avg_mrna=0.10431084984204476,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=0.11332868530700327,end_mrna=0.131028262406404,avg_mrna=0.12140331366393281,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=0.131028262406404,end_mrna=0.15956456967133845,avg_mrna=0.14384200736513095,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=0.15956456967133845,end_mrna=0.1823215567939546,avg_mrna=0.17286053202185878,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=0.1823215567939546,end_mrna=0.19638881400539018,avg_mrna=0.18895666256932614,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=0.19638881400539018,end_mrna=0.2151113796169455,avg_mrna=0.20582813153852267,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=0.2151113796169455,end_mrna=0.23111172096338664,avg_mrna=0.22412838051418266,bin_k_given_mrna=0.2037037037037037 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=0.233489843368354,end_mrna=0.2468600779315258,avg_mrna=0.24036915241228946,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=0.2468600779315258,end_mrna=0.2700271372130602,avg_mrna=0.2590842539658111,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=0.2700271372130602,end_mrna=0.2904282981198061,avg_mrna=0.2801616317491521,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=0.2904282981198061,end_mrna=0.31115442863692305,avg_mrna=0.3008143998382397,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=0.3126185577418125,end_mrna=0.33289441527332897,avg_mrna=0.3214671198387444,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=0.33289441527332897,end_mrna=0.34854196070854343,avg_mrna=0.34024537806948896,bin_k_given_mrna=0.2222222222222222 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=0.34854196070854343,end_mrna=0.371563556432483,avg_mrna=0.3618927337905125,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=0.371563556432483,end_mrna=0.4054651081081644,avg_mrna=0.39086757859230176,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=0.4054651081081644,end_mrna=0.4350239103497087,avg_mrna=0.41944481456173377,bin_k_given_mrna=0.24074074074074073 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=0.4350239103497087,end_mrna=0.4574248470388755,avg_mrna=0.4477767645171723,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=0.4574248470388755,end_mrna=0.47623417899637166,avg_mrna=0.46856733237540893,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=0.47809579914307176,end_mrna=0.5086232002107907,avg_mrna=0.4942553868500961,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=0.5086232002107907,end_mrna=0.5247285289349821,avg_mrna=0.5170637801171082,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=0.5247285289349821,end_mrna=0.5498540107334691,avg_mrna=0.5387457917972779,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=0.5498540107334691,end_mrna=0.5822156198526637,avg_mrna=0.5644850901567005,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=0.5822156198526637,end_mrna=0.6081338062329886,avg_mrna=0.5924372667222193,bin_k_given_mrna=0.24074074074074073 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=0.6081338062329886,end_mrna=0.6434315883140125,avg_mrna=0.6265048042166423,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=0.6434315883140125,end_mrna=0.6815805441884799,avg_mrna=0.6620441316638316,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=0.6815805441884799,end_mrna=0.7163753066791525,avg_mrna=0.6978108593092082,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=0.7163753066791525,end_mrna=0.7575294394892135,avg_mrna=0.7335282712304599,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=0.7575294394892135,end_mrna=0.7916341272745993,avg_mrna=0.7731077512647087,bin_k_given_mrna=0.2037037037037037 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=0.7929925155296614,end_mrna=0.8437200390393197,avg_mrna=0.8147133999549093,bin_k_given_mrna=0.24074074074074073 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=0.8445798843201546,end_mrna=0.8907677746430691,avg_mrna=0.8681435564986599,bin_k_given_mrna=0.2037037037037037 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=0.8919980393051105,end_mrna=0.9388346963090495,avg_mrna=0.9147004168231418,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=0.9400072584914712,end_mrna=0.9932517730102834,avg_mrna=0.9668481340878738,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=0.9932517730102834,end_mrna=1.0473189942805592,avg_mrna=1.0225350906811792,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=1.0473189942805592,end_mrna=1.095273387402595,avg_mrna=1.0698809820896775,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=1.095273387402595,end_mrna=1.1546775126010584,avg_mrna=1.12690519804625,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=1.1546775126010584,end_mrna=1.2163953243244932,avg_mrna=1.1833962261313724,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=1.2187628897985714,end_mrna=1.3137236682850553,avg_mrna=1.264971001932571,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=1.3137236682850553,end_mrna=1.3912819026309295,avg_mrna=1.352154481937755,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=1.3925249108705269,end_mrna=1.4883995840570443,avg_mrna=1.4351788267467913,bin_k_given_mrna=0.2037037037037037 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=1.4890765557629164,end_mrna=1.6174060820832772,avg_mrna=1.5544087410955714,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=1.6213664832993742,end_mrna=1.75958057086382,avg_mrna=1.684008951671913,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=1.75958057086382,end_mrna=1.918832551791531,avg_mrna=1.8420255153590914,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=1.929345132180618,end_mrna=2.106205178949051,avg_mrna=2.0200254364657226,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=2.1069351059887587,end_mrna=2.3981679628877757,avg_mrna=2.2384418651021845,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=2.4081155942035095,end_mrna=2.8392538867175547,avg_mrna=2.6369000084558722,bin_k_given_mrna=0.2962962962962963 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=2.840422589006834,end_mrna=3.2308043957334744,avg_mrna=3.0363906966949332,bin_k_given_mrna=0.6296296296296297 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=52.0 (52),start_mrna=3.2339614622862416,end_mrna=3.564364434416003,avg_mrna=3.370899070835825,bin_k_given_mrna=0.7222222222222222 DEBUG:(HIST_CV estimates) Fold=2,BINSIZE=45.0 (52),start_mrna=3.5689691574413787,end_mrna=5.422965671113147,avg_mrna=3.9758846999836415,bin_k_given_mrna=0.7446808510638298 DEBUG:TRAINING FOLD #2 DEBUG:EVALUATE PR FOLD #2 DEBUG:(CONTROL) EVALUATE PR FOLD#2 DEBUG:BUILDING P(K|MSMS) CLASSIFIER: DEBUG: ...DONE: FilteredClassifier using weka.classifiers.functions.Logistic -R 1.0E-8 -M -1 on data filtered through weka.filters.unsupervised.attribute.Remove -R 1 Filtered Header @relation pp-prots-weka.filters.unsupervised.attribute.Remove-R1 @attribute pp numeric @attribute msms-prot {1,0} @data Classifier Model Logistic Regression with ridge parameter of 1.0E-8 Coefficients... Variable Coeff. 1 3.8113 Intercept -3.1625 Odds Ratios... Variable O.R. 1 45.2112 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=-2.0794415416798357,end_mrna=-1.2552660987134865,avg_mrna=-1.4758577554739565,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=-1.2552660987134865,end_mrna=-1.0498221244986778,avg_mrna=-1.152599309116088,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=-1.0498221244986778,end_mrna=-0.9416085398584448,avg_mrna=-0.9910406890617621,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=-0.9416085398584448,end_mrna=-0.843970070294529,avg_mrna=-0.8813084672385719,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=-0.843970070294529,end_mrna=-0.7874578600311866,avg_mrna=-0.817384930843541,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=-0.7874578600311866,end_mrna=-0.7236063880446539,avg_mrna=-0.758309485373234,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=-0.7236063880446539,end_mrna=-0.6831968497067772,avg_mrna=-0.7046158459794593,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=-0.6831968497067772,end_mrna=-0.6443570163905132,avg_mrna=-0.6621479940584767,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=-0.6443570163905132,end_mrna=-0.5978370007556204,avg_mrna=-0.6184230096188692,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=-0.5978370007556204,end_mrna=-0.5621189181535413,avg_mrna=-0.5802329773528723,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=-0.5621189181535413,end_mrna=-0.4942963218147801,avg_mrna=-0.5369548113857106,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=-0.4942963218147801,end_mrna=-0.4700036292457356,avg_mrna=-0.4835510071778605,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=-0.4700036292457356,end_mrna=-0.4307829160924542,avg_mrna=-0.44570133115092714,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=-0.4307829160924542,end_mrna=-0.4155154439616658,avg_mrna=-0.42689432851832154,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=-0.4155154439616658,end_mrna=-0.3930425881096072,avg_mrna=-0.4055408857326145,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=-0.3930425881096072,end_mrna=-0.3783364407199117,avg_mrna=-0.38485716008901016,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=-0.37542098675978763,end_mrna=-0.35667494393873245,avg_mrna=-0.36435871604628034,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=-0.35667494393873245,end_mrna=-0.33827385856784115,avg_mrna=-0.3478859467604826,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=-0.33827385856784115,end_mrna=-0.32158362412746233,avg_mrna=-0.3317749113987627,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=-0.32158362412746233,end_mrna=-0.3011050927839216,avg_mrna=-0.31362607330429376,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=-0.3011050927839216,end_mrna=-0.2876820724517809,avg_mrna=-0.29446015795829195,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=-0.2876820724517809,end_mrna=-0.2678794451556012,avg_mrna=-0.2757685049051851,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=-0.2678794451556012,end_mrna=-0.25231492861448956,avg_mrna=-0.2590811317343316,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=-0.2484613592984996,end_mrna=-0.2294131643278051,avg_mrna=-0.24081464076070047,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=-0.2294131643278051,end_mrna=-0.21691300156357363,avg_mrna=-0.22404042360925736,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=-0.21691300156357363,end_mrna=-0.2045671657412744,avg_mrna=-0.2119391820014488,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=-0.2045671657412744,end_mrna=-0.18632957819149348,avg_mrna=-0.19720196476847474,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=-0.18632957819149348,end_mrna=-0.1743533871447778,avg_mrna=-0.18021531012694567,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=-0.1743533871447778,end_mrna=-0.15082288973458366,avg_mrna=-0.16160434010533165,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=-0.15082288973458366,end_mrna=-0.13353139262452263,avg_mrna=-0.1420627199854647,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=-0.13353139262452263,end_mrna=-0.11093156070728166,avg_mrna=-0.12218652458093505,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=-0.11093156070728166,end_mrna=-0.09761282886700041,avg_mrna=-0.1046876129805901,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=-0.09431067947124129,end_mrna=-0.07257069283483537,avg_mrna=-0.07910474425405081,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=-0.07257069283483537,end_mrna=-0.05129329438755058,avg_mrna=-0.06333902786938744,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=-0.05129329438755058,end_mrna=-0.03770186718401153,avg_mrna=-0.04655755952344895,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=-0.03770186718401153,end_mrna=-0.027371196796132015,avg_mrna=-0.033025695818278904,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=-0.025317807984289897,end_mrna=-0.01005033585350145,avg_mrna=-0.018411261079116132,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=-0.01005033585350145,end_mrna=0.009950330853168092,avg_mrna=-1.6960804753595704E-4,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=0.009950330853168092,end_mrna=0.024692612590371414,avg_mrna=0.015047701626225386,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=0.024692612590371414,end_mrna=0.04879016416943205,avg_mrna=0.0373612155925301,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=0.04879016416943205,end_mrna=0.06297479916138839,avg_mrna=0.05616732650827976,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=0.06485097231961627,end_mrna=0.08157998699242285,avg_mrna=0.0739304837727974,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=0.08342160813907236,end_mrna=0.10436001532424286,avg_mrna=0.09397215892454354,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=0.10436001532424286,end_mrna=0.12221763272424911,avg_mrna=0.11576899405822219,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=0.12221763272424911,end_mrna=0.13976194237515863,avg_mrna=0.13315441521909163,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=0.13976194237515863,end_mrna=0.16296882827813972,avg_mrna=0.15044039573584891,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=0.16296882827813972,end_mrna=0.1823215567939546,avg_mrna=0.17606686837077049,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=0.18481843699254188,end_mrna=0.19885085874516517,avg_mrna=0.1913575910576023,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=0.19885085874516517,end_mrna=0.21752781252857414,avg_mrna=0.208611200767916,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=0.21752781252857414,end_mrna=0.23507212217948348,avg_mrna=0.22690639350539904,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=0.23507212217948348,end_mrna=0.26236426446749106,avg_mrna=0.24854679923533557,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=0.26236426446749106,end_mrna=0.28517894223366247,avg_mrna=0.27239978241508056,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=0.28517894223366247,end_mrna=0.3126185577418125,avg_mrna=0.298601739889927,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=0.3126185577418125,end_mrna=0.33289441527332897,avg_mrna=0.32288663461030886,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=0.3343270802748248,end_mrna=0.35065687161316933,avg_mrna=0.3415710495013107,bin_k_given_mrna=0.24074074074074073 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=0.35065687161316933,end_mrna=0.37843643572024505,avg_mrna=0.3619017251843299,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=0.3804891220379873,end_mrna=0.40879289820083897,avg_mrna=0.39609295772557346,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=0.40879289820083897,end_mrna=0.4350239103497087,avg_mrna=0.42376435542325436,bin_k_given_mrna=0.2222222222222222 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=0.4350239103497087,end_mrna=0.461845441544272,avg_mrna=0.4490451156517995,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=0.461845441544272,end_mrna=0.4842762885324542,avg_mrna=0.4741553543073466,bin_k_given_mrna=0.24074074074074073 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=0.48550781578170077,end_mrna=0.5086232002107907,avg_mrna=0.4976326378772416,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=0.5086232002107907,end_mrna=0.5306282510621704,avg_mrna=0.5198936299532915,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=0.5306282510621704,end_mrna=0.5538851132264376,avg_mrna=0.5430615319412424,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=0.5538851132264376,end_mrna=0.5822156198526637,avg_mrna=0.5663937127854267,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=0.5822156198526637,end_mrna=0.6113946786876863,avg_mrna=0.5965437629225646,bin_k_given_mrna=0.2037037037037037 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=0.6113946786876863,end_mrna=0.6471032420585384,avg_mrna=0.6292698363872747,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=0.6471032420585384,end_mrna=0.688134638736401,avg_mrna=0.666709816354445,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=0.688134638736401,end_mrna=0.7163753066791525,avg_mrna=0.701976976222642,bin_k_given_mrna=0.2222222222222222 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=0.7163753066791525,end_mrna=0.7622067164914399,avg_mrna=0.7346392046545349,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=0.7640715188966439,end_mrna=0.7961549306341744,avg_mrna=0.7784882293855291,bin_k_given_mrna=0.2222222222222222 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=0.7975071958841882,end_mrna=0.848868055556721,avg_mrna=0.8191459348261324,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=0.848868055556721,end_mrna=0.8960880245566357,avg_mrna=0.8748301970968632,bin_k_given_mrna=0.24074074074074073 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=0.8960880245566357,end_mrna=0.9477893989335261,avg_mrna=0.925078849946713,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=0.9489515141137035,end_mrna=0.995841010632164,avg_mrna=0.9738847666448721,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=0.9969486348916095,end_mrna=1.0497721232486361,avg_mrna=1.0256239219257348,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=1.0508216248317612,end_mrna=1.106249715797321,avg_mrna=1.075531802343618,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=1.106249715797321,end_mrna=1.161587087829498,avg_mrna=1.1318154613937617,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=1.1622128700777044,end_mrna=1.2287629731331546,avg_mrna=1.1879467496588585,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=1.2305173595480483,end_mrna=1.3172121999324469,avg_mrna=1.27346557734151,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=1.3172121999324469,end_mrna=1.3895390912847796,avg_mrna=1.354855503377892,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=1.3895390912847796,end_mrna=1.4800123649936425,avg_mrna=1.4323916237093521,bin_k_given_mrna=0.2037037037037037 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=1.4816045409242156,end_mrna=1.602413297497136,avg_mrna=1.5409923904025962,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=1.6048272998764173,end_mrna=1.7462389539262455,avg_mrna=1.6610671027918644,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=1.7462389539262455,end_mrna=1.915892670209165,avg_mrna=1.8181161717861185,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=1.915892670209165,end_mrna=2.0881534822818573,avg_mrna=2.004600087868653,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=2.090999490513565,end_mrna=2.367436065313662,avg_mrna=2.217458735443595,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=2.3718312657308602,end_mrna=2.840422589006834,avg_mrna=2.6022258687445965,bin_k_given_mrna=0.2962962962962963 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=2.8456649122893687,end_mrna=3.1880041612011136,avg_mrna=3.015758688527981,bin_k_given_mrna=0.6296296296296297 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=52.0 (52),start_mrna=3.1986731175506815,end_mrna=3.497325408756376,avg_mrna=3.3433733560557624,bin_k_given_mrna=0.7407407407407407 DEBUG:(HIST_CV estimates) Fold=3,BINSIZE=47.0 (52),start_mrna=3.4984753211266257,end_mrna=5.422965671113147,avg_mrna=3.9498025679352837,bin_k_given_mrna=0.7551020408163265 DEBUG:TRAINING FOLD #3 DEBUG:EVALUATE PR FOLD #3 DEBUG:(CONTROL) EVALUATE PR FOLD#3 DEBUG:BUILDING P(K|MSMS) CLASSIFIER: DEBUG: ...DONE: FilteredClassifier using weka.classifiers.functions.Logistic -R 1.0E-8 -M -1 on data filtered through weka.filters.unsupervised.attribute.Remove -R 1 Filtered Header @relation pp-prots-weka.filters.unsupervised.attribute.Remove-R1 @attribute pp numeric @attribute msms-prot {1,0} @data Classifier Model Logistic Regression with ridge parameter of 1.0E-8 Coefficients... Variable Coeff. 1 3.8612 Intercept -3.283 Odds Ratios... Variable O.R. 1 47.5201 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=-2.0794415416798357,end_mrna=-1.2552660987134865,avg_mrna=-1.4723001575128027,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=-1.2552660987134865,end_mrna=-1.0356374895067213,avg_mrna=-1.1446057272784338,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=-1.0356374895067213,end_mrna=-0.9545119446943529,avg_mrna=-0.9921570355130934,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=-0.9416085398584448,end_mrna=-0.8556661100577203,avg_mrna=-0.8930564631793418,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=-0.8556661100577203,end_mrna=-0.8096809968158968,avg_mrna=-0.8300982580548537,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=-0.8096809968158968,end_mrna=-0.7339691750802004,avg_mrna=-0.7707645725690899,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=-0.7236063880446539,end_mrna=-0.6831968497067772,avg_mrna=-0.705392952485957,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=-0.6831968497067772,end_mrna=-0.6254885320861304,avg_mrna=-0.6573242826392853,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=-0.6254885320861304,end_mrna=-0.579818495252942,avg_mrna=-0.6049889660720399,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=-0.579818495252942,end_mrna=-0.5361434317502807,avg_mrna=-0.5602655107077228,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=-0.5361434317502807,end_mrna=-0.5108256237659907,avg_mrna=-0.5233214438253415,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=-0.5108256237659907,end_mrna=-0.4861330111756192,avg_mrna=-0.49859531105975535,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=-0.48288625507674926,end_mrna=-0.4462871026284195,avg_mrna=-0.4610129145149727,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=-0.4462871026284195,end_mrna=-0.4231200433468851,avg_mrna=-0.4308607833162921,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=-0.4231200433468851,end_mrna=-0.38566248081198456,avg_mrna=-0.40886361055673776,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=-0.38566248081198456,end_mrna=-0.37106368139083207,avg_mrna=-0.3788015752661228,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=-0.3667252797922339,end_mrna=-0.3523983871714722,avg_mrna=-0.3594348576416542,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=-0.34955747616986843,end_mrna=-0.33547273628812946,avg_mrna=-0.341852759673916,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=-0.33547273628812946,end_mrna=-0.32158362412746233,avg_mrna=-0.3275522300405675,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=-0.32158362412746233,end_mrna=-0.3011050927839216,avg_mrna=-0.308900258378861,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=-0.2970592342643779,end_mrna=-0.28103752973311236,avg_mrna=-0.29021252087264376,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=-0.28103752973311236,end_mrna=-0.25489224962879004,avg_mrna=-0.2671992655999541,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=-0.25489224962879004,end_mrna=-0.2294131643278051,avg_mrna=-0.24211680668371402,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=-0.2294131643278051,end_mrna=-0.21691300156357363,avg_mrna=-0.22235770939099556,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=-0.21691300156357363,end_mrna=-0.2045671657412744,avg_mrna=-0.21018274242179114,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=-0.2045671657412744,end_mrna=-0.18632957819149348,avg_mrna=-0.19404545923101263,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=-0.1827216368152944,end_mrna=-0.17078832098028163,avg_mrna=-0.17793683093629312,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=-0.16841865162496322,end_mrna=-0.15082288973458366,avg_mrna=-0.16041485459030855,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=-0.15082288973458366,end_mrna=-0.13353139262452263,avg_mrna=-0.14285979663496776,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=-0.13353139262452263,end_mrna=-0.11093156070728166,avg_mrna=-0.12360543555681039,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=-0.11093156070728166,end_mrna=-0.09431067947124129,avg_mrna=-0.10404834831766545,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=-0.09431067947124129,end_mrna=-0.0779615414697118,avg_mrna=-0.08766769240196816,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=-0.0779615414697118,end_mrna=-0.06187540371808753,avg_mrna=-0.07043140177803237,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=-0.06187540371808753,end_mrna=-0.05129329438755058,avg_mrna=-0.05649997705624468,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=-0.05129329438755058,end_mrna=-0.03562717764315116,avg_mrna=-0.041152584488512285,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=-0.03562717764315116,end_mrna=-0.017146158834970514,avg_mrna=-0.026196943665881725,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=-0.017146158834970514,end_mrna=0.002995508979798371,avg_mrna=-0.00681625950380429,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=0.002995508979798371,end_mrna=0.014888612493750559,avg_mrna=0.009753418686255054,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=0.014888612493750559,end_mrna=0.03922071315328133,avg_mrna=0.02929407223360701,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=0.03922071315328133,end_mrna=0.05354076692802976,avg_mrna=0.04731518306496031,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=0.05354076692802976,end_mrna=0.06765864847381486,avg_mrna=0.06124704273183978,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=0.06765864847381486,end_mrna=0.09531017980432493,avg_mrna=0.08225535570427168,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=0.09531017980432493,end_mrna=0.11064652008706365,avg_mrna=0.10153877207240197,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=0.11332868530700327,end_mrna=0.126632650933366,avg_mrna=0.11874773307918876,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=0.126632650933366,end_mrna=0.14842000511827322,avg_mrna=0.14023148774623892,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=0.14842000511827322,end_mrna=0.17395330712343798,avg_mrna=0.15968304692878216,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=0.17395330712343798,end_mrna=0.1881379421153945,avg_mrna=0.18173660485129778,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=0.1906203596086497,end_mrna=0.20945022418220732,avg_mrna=0.20085207434198868,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=0.20945022418220732,end_mrna=0.22713557258374711,avg_mrna=0.2183020443413613,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=0.22713557258374711,end_mrna=0.2468600779315258,avg_mrna=0.24004884893100747,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=0.2468600779315258,end_mrna=0.264669298142708,avg_mrna=0.2564276209343963,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=0.264669298142708,end_mrna=0.2874320411965716,avg_mrna=0.2774950036303576,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=0.2874320411965716,end_mrna=0.31115442863692305,avg_mrna=0.29999782173468403,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=0.31115442863692305,end_mrna=0.3314596947976687,avg_mrna=0.32104904317265964,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=0.33289441527332897,end_mrna=0.35065687161316933,avg_mrna=0.3405705897363966,bin_k_given_mrna=0.2037037037037037 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=0.35065687161316933,end_mrna=0.371563556432483,avg_mrna=0.36097076343308865,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=0.371563556432483,end_mrna=0.4101209196443583,avg_mrna=0.39135747992927333,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=0.4101209196443583,end_mrna=0.43178241642553783,avg_mrna=0.4213720141057204,bin_k_given_mrna=0.2222222222222222 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=0.43178241642553783,end_mrna=0.4574248470388755,avg_mrna=0.44601954300868923,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=0.4593217808988751,end_mrna=0.4793349566746199,avg_mrna=0.46941002889986067,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=0.4793349566746199,end_mrna=0.5086232002107907,avg_mrna=0.49250873181921173,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=0.5086232002107907,end_mrna=0.5247285289349821,avg_mrna=0.5167540622570276,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=0.5247285289349821,end_mrna=0.5498540107334691,avg_mrna=0.5398587838321226,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=0.5510074133988225,end_mrna=0.5766133643039938,avg_mrna=0.5628241329826573,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=0.5782973388810033,end_mrna=0.6026752773958697,avg_mrna=0.5900247396955591,bin_k_given_mrna=0.2037037037037037 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=0.6026752773958697,end_mrna=0.6434315883140125,avg_mrna=0.6253967667849645,bin_k_given_mrna=0.2037037037037037 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=0.6444820085786643,end_mrna=0.6906440503418269,avg_mrna=0.6653070423367003,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=0.6906440503418269,end_mrna=0.7178397931503168,avg_mrna=0.7036143140142795,bin_k_given_mrna=0.2222222222222222 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=0.7178397931503168,end_mrna=0.7594029763370106,avg_mrna=0.7366859070567773,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=0.7594029763370106,end_mrna=0.7916341272745993,avg_mrna=0.7751884003566567,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=0.7929925155296614,end_mrna=0.8437200390393197,avg_mrna=0.8147732418979031,bin_k_given_mrna=0.2222222222222222 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=0.8437200390393197,end_mrna=0.8899467565345531,avg_mrna=0.8672863295447544,bin_k_given_mrna=0.25925925925925924 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=0.8907677746430691,end_mrna=0.9427379018890034,avg_mrna=0.9166984966202141,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=0.9439058989071284,end_mrna=0.9913982043609604,avg_mrna=0.9678949229771655,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=0.9913982043609604,end_mrna=1.0455630675782943,avg_mrna=1.0187869992296401,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=1.0473189942805592,end_mrna=1.106249715797321,avg_mrna=1.0756337297478122,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=1.106249715797321,end_mrna=1.161587087829498,avg_mrna=1.132968620190058,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=1.1622128700777044,end_mrna=1.2325602611778486,avg_mrna=1.1909442746459824,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=1.2345989978676968,end_mrna=1.3172121999324469,avg_mrna=1.2799818053955911,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=1.3209555198115503,end_mrna=1.3937663759585917,avg_mrna=1.3586783740170074,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=1.3937663759585917,end_mrna=1.4906543764441336,avg_mrna=1.437209133814299,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=1.4913298239537713,end_mrna=1.623340817603092,avg_mrna=1.5684029346799424,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=1.6266882658406279,end_mrna=1.75958057086382,avg_mrna=1.688028808168961,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=1.75958057086382,end_mrna=1.9387416595767009,avg_mrna=1.8485177379028161,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=1.9469096493883968,end_mrna=2.136530508663963,avg_mrna=2.0403675713947913,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=2.1380641608255977,end_mrna=2.4397349311412793,avg_mrna=2.2749374239957905,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=2.459845219192629,end_mrna=2.8570447537800976,avg_mrna=2.684040021282491,bin_k_given_mrna=0.37037037037037035 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=2.8597407143426428,end_mrna=3.2308043957334744,avg_mrna=3.055435086285971,bin_k_given_mrna=0.6481481481481481 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=52.0 (52),start_mrna=3.2339614622862416,end_mrna=3.5409593240373143,avg_mrna=3.366324334108032,bin_k_given_mrna=0.7592592592592593 DEBUG:(HIST_CV estimates) Fold=4,BINSIZE=46.0 (52),start_mrna=3.564364434416003,end_mrna=5.422965671113147,avg_mrna=3.9551024226247575,bin_k_given_mrna=0.75 DEBUG:TRAINING FOLD #4 DEBUG:EVALUATE PR FOLD #4 DEBUG:(CONTROL) EVALUATE PR FOLD#4 DEBUG:BUILDING P(K|MSMS) CLASSIFIER: DEBUG: ...DONE: FilteredClassifier using weka.classifiers.functions.Logistic -R 1.0E-8 -M -1 on data filtered through weka.filters.unsupervised.attribute.Remove -R 1 Filtered Header @relation pp-prots-weka.filters.unsupervised.attribute.Remove-R1 @attribute pp numeric @attribute msms-prot {1,0} @data Classifier Model Logistic Regression with ridge parameter of 1.0E-8 Coefficients... Variable Coeff. 1 4.0928 Intercept -3.4003 Odds Ratios... Variable O.R. 1 59.9083 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=-2.0794415416798357,end_mrna=-1.2909841813155656,avg_mrna=-1.5103354300318084,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=-1.2909841813155656,end_mrna=-1.0356374895067213,avg_mrna=-1.139115936183465,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=-1.0356374895067213,end_mrna=-0.9416085398584448,avg_mrna=-0.9883858130945083,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=-0.9416085398584448,end_mrna=-0.843970070294529,avg_mrna=-0.8946062181882792,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=-0.843970070294529,end_mrna=-0.7765287894989963,avg_mrna=-0.8092088322264838,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=-0.7765287894989963,end_mrna=-0.7133498878774648,avg_mrna=-0.7470336257822514,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=-0.7133498878774648,end_mrna=-0.6733445532637656,avg_mrna=-0.6984977612005583,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=-0.6733445532637656,end_mrna=-0.6254885320861304,avg_mrna=-0.6484035426439351,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=-0.6217571844732723,end_mrna=-0.5887871652357024,avg_mrna=-0.6040642744643094,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=-0.5887871652357024,end_mrna=-0.544727175441672,avg_mrna=-0.5648245299870409,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=-0.544727175441672,end_mrna=-0.5108256237659907,avg_mrna=-0.5270680893323163,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=-0.5108256237659907,end_mrna=-0.4861330111756192,avg_mrna=-0.5014444586663369,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=-0.4861330111756192,end_mrna=-0.4541302800894454,avg_mrna=-0.4701688967378774,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=-0.4541302800894454,end_mrna=-0.4307829160924542,avg_mrna=-0.4405630700613687,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=-0.4307829160924542,end_mrna=-0.40047756659712525,avg_mrna=-0.4149881623227633,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=-0.40047756659712525,end_mrna=-0.3783364407199117,avg_mrna=-0.38752139302133176,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=-0.3783364407199117,end_mrna=-0.35667494393873245,avg_mrna=-0.3642328626597946,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=-0.35667494393873245,end_mrna=-0.33547273628812946,avg_mrna=-0.34437793710632303,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=-0.33547273628812946,end_mrna=-0.32158362412746233,avg_mrna=-0.3294219182160417,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=-0.32158362412746233,end_mrna=-0.3011050927839216,avg_mrna=-0.3116569837520301,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=-0.3011050927839216,end_mrna=-0.28103752973311236,avg_mrna=-0.2929649336188899,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=-0.28103752973311236,end_mrna=-0.25747623039471507,avg_mrna=-0.27029888049753764,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=-0.25747623039471507,end_mrna=-0.24207156119972859,avg_mrna=-0.25059584667765245,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=-0.24207156119972859,end_mrna=-0.2231435513142097,avg_mrna=-0.23389021202463345,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=-0.2231435513142097,end_mrna=-0.2144316107121882,avg_mrna=-0.21967021901300104,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=-0.2144316107121882,end_mrna=-0.19845093872383832,avg_mrna=-0.20726855966795896,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=-0.19845093872383832,end_mrna=-0.18032355413128162,avg_mrna=-0.18992462252772288,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=-0.18032355413128162,end_mrna=-0.16251892949777494,avg_mrna=-0.17342671723048117,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=-0.16251892949777494,end_mrna=-0.14502577205025774,avg_mrna=-0.15469295844357103,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=-0.14502577205025774,end_mrna=-0.11991029667255755,avg_mrna=-0.1366866265991018,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=-0.11991029667255755,end_mrna=-0.09431067947124129,avg_mrna=-0.10530955989761757,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=-0.09431067947124129,end_mrna=-0.06720874969344999,avg_mrna=-0.08288346658363814,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=-0.06720874969344999,end_mrna=-0.05129329438755058,avg_mrna=-0.06145493166935411,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=-0.05129329438755058,end_mrna=-0.03770186718401153,avg_mrna=-0.04629618592338089,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=-0.03770186718401153,end_mrna=-0.020202707317519466,avg_mrna=-0.03102889552732866,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=-0.020202707317519466,end_mrna=0.0,avg_mrna=-0.011820699420565335,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=0.0,end_mrna=0.01291622526654623,avg_mrna=0.006107416535541763,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=0.01291622526654623,end_mrna=0.03440142671733232,avg_mrna=0.021326032045694384,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=0.03440142671733232,end_mrna=0.04879016416943205,avg_mrna=0.042126521027523074,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=0.04879016416943205,end_mrna=0.06765864847381486,avg_mrna=0.056550400753873485,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=0.06765864847381486,end_mrna=0.08342160813907236,avg_mrna=0.07489387906414298,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=0.0861776962410524,end_mrna=0.10165365372649982,avg_mrna=0.09190271108155335,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=0.10165365372649982,end_mrna=0.11778303565638346,avg_mrna=0.11064975659320095,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=0.11778303565638346,end_mrna=0.13714983814723367,avg_mrna=0.12758293389473904,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=0.13714983814723367,end_mrna=0.1527210870176639,avg_mrna=0.14492019713857784,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=0.1527210870176639,end_mrna=0.17814618538347404,avg_mrna=0.16658958048552788,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=0.17814618538347404,end_mrna=0.19638881400539018,avg_mrna=0.18949539101839055,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=0.19885085874516517,end_mrna=0.22872792960811028,avg_mrna=0.21239281252185715,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=0.22872792960811028,end_mrna=0.24294617861038942,avg_mrna=0.2363091698941007,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=0.24294617861038942,end_mrna=0.26236426446749106,avg_mrna=0.2514159747699148,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=0.26236426446749106,end_mrna=0.2814124594381855,avg_mrna=0.2704917153674175,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=0.2814124594381855,end_mrna=0.30010459245033816,avg_mrna=0.29141583826398315,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=0.30010459245033816,end_mrna=0.3220834991691133,avg_mrna=0.3115008733051646,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=0.3220834991691133,end_mrna=0.34145977813225203,avg_mrna=0.3322574208245023,bin_k_given_mrna=0.2222222222222222 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=0.34145977813225203,end_mrna=0.3597701488460348,avg_mrna=0.35043692823934547,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=0.3597701488460348,end_mrna=0.3920420877760237,avg_mrna=0.37549480829361487,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=0.3920420877760237,end_mrna=0.4206820739130247,avg_mrna=0.4048948329377579,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=0.4219944100593749,end_mrna=0.44660705143933954,avg_mrna=0.4316495249449433,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=0.44660705143933954,end_mrna=0.4700036292457356,avg_mrna=0.45888382285223955,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=0.4700036292457356,end_mrna=0.49286529838899784,avg_mrna=0.480483944135331,bin_k_given_mrna=0.2037037037037037 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=0.49286529838899784,end_mrna=0.5187937934151675,avg_mrna=0.5055187360049189,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=0.5187937934151675,end_mrna=0.5423242908253616,avg_mrna=0.5279528957909462,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=0.5440669575457926,end_mrna=0.56815069038526,avg_mrna=0.5542892038313503,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=0.56815069038526,end_mrna=0.5916680116100914,avg_mrna=0.5810607493273103,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=0.5916680116100914,end_mrna=0.6259384308664953,avg_mrna=0.6079946189401,bin_k_given_mrna=0.25925925925925924 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=0.6275414234619514,end_mrna=0.6626879730752367,avg_mrna=0.6462176703198824,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=0.6626879730752367,end_mrna=0.6966410698142012,avg_mrna=0.681431776749239,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=0.6981347220709843,end_mrna=0.7433648967205628,avg_mrna=0.7218573125854936,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=0.7433648967205628,end_mrna=0.7747271675523681,avg_mrna=0.7617628918791174,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=0.7747271675523681,end_mrna=0.8140364978353987,avg_mrna=0.7940240961588272,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=0.8175747589349974,end_mrna=0.8712933659434193,avg_mrna=0.8452019653425376,bin_k_given_mrna=0.3148148148148148 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=0.8725478089262362,end_mrna=0.914288729203482,avg_mrna=0.8926467116329403,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=0.9162907318741551,end_mrna=0.9643187008847367,avg_mrna=0.9378351102972643,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=0.965080896043587,end_mrna=1.0163170459412796,avg_mrna=0.9897183809224673,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=1.0188473201992472,end_mrna=1.0636757187872132,avg_mrna=1.041819193891719,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=1.0647107369924282,end_mrna=1.1216775615991057,avg_mrna=1.0932905104522392,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=1.1216775615991057,end_mrna=1.1771153501560534,avg_mrna=1.1478705745270537,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=1.1777314931207088,end_mrna=1.2584609896100059,avg_mrna=1.2142585219696111,bin_k_given_mrna=0.2222222222222222 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=1.260447651253915,end_mrna=1.3376291891386096,avg_mrna=1.2963386989809653,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=1.3389406647364204,end_mrna=1.4182774069729414,avg_mrna=1.3792359057697066,bin_k_given_mrna=0.2222222222222222 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=1.4219027885872582,end_mrna=1.5353607090377845,avg_mrna=1.4700595980748745,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=1.536867219599265,end_mrna=1.6395790693460872,avg_mrna=1.5922984761386638,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=1.6409365794934714,end_mrna=1.8136840266438465,avg_mrna=1.7204766034221504,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=1.8143360234069599,end_mrna=1.9974177062012453,avg_mrna=1.902361108961236,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=1.9983670519021652,end_mrna=2.1671089534315957,avg_mrna=2.0670858181598013,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=2.168253380198754,end_mrna=2.4782176616372036,avg_mrna=2.309475801602544,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=2.4888156662847156,end_mrna=2.9196608366026955,avg_mrna=2.7211417738273997,bin_k_given_mrna=0.4074074074074074 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=2.9223548037492155,end_mrna=3.2494826214611012,avg_mrna=3.0860969520874426,bin_k_given_mrna=0.5925925925925926 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=52.0 (52),start_mrna=3.253354543284443,end_mrna=3.564364434416003,avg_mrna=3.3806241522659493,bin_k_given_mrna=0.7777777777777778 DEBUG:(HIST_CV estimates) Fold=5,BINSIZE=44.0 (52),start_mrna=3.5689691574413787,end_mrna=5.422965671113147,avg_mrna=3.950478587289156,bin_k_given_mrna=0.7608695652173914 DEBUG:TRAINING FOLD #5 DEBUG:EVALUATE PR FOLD #5 DEBUG:(CONTROL) EVALUATE PR FOLD#5 DEBUG:BUILDING P(K|MSMS) CLASSIFIER: DEBUG: ...DONE: FilteredClassifier using weka.classifiers.functions.Logistic -R 1.0E-8 -M -1 on data filtered through weka.filters.unsupervised.attribute.Remove -R 1 Filtered Header @relation pp-prots-weka.filters.unsupervised.attribute.Remove-R1 @attribute pp numeric @attribute msms-prot {1,0} @data Classifier Model Logistic Regression with ridge parameter of 1.0E-8 Coefficients... Variable Coeff. 1 4.1644 Intercept -3.4243 Odds Ratios... Variable O.R. 1 64.3571 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=-2.0794415416798357,end_mrna=-1.3093333199837622,avg_mrna=-1.4968167969768384,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=-1.2909841813155656,end_mrna=-1.0498221244986778,avg_mrna=-1.1687589405720475,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=-1.0498221244986778,end_mrna=-0.9545119446943529,avg_mrna=-0.9973829182904205,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=-0.9545119446943529,end_mrna=-0.8675005677047232,avg_mrna=-0.9083178430402261,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=-0.8556661100577203,end_mrna=-0.8096809968158968,avg_mrna=-0.8327512453572663,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=-0.8096809968158968,end_mrna=-0.7339691750802004,avg_mrna=-0.7728940391569974,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=-0.7339691750802004,end_mrna=-0.6831968497067772,avg_mrna=-0.7083221251036547,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=-0.6831968497067772,end_mrna=-0.6348782724359695,avg_mrna=-0.6646689177298839,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=-0.6348782724359695,end_mrna=-0.5978370007556204,avg_mrna=-0.612152110443738,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=-0.5887871652357024,end_mrna=-0.544727175441672,avg_mrna=-0.5728129027906832,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=-0.544727175441672,end_mrna=-0.5108256237659907,avg_mrna=-0.5290239480828363,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=-0.5108256237659907,end_mrna=-0.4942963218147801,avg_mrna=-0.5028063914721217,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=-0.48939034304592566,end_mrna=-0.4541302800894454,avg_mrna=-0.47043968877864767,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=-0.4541302800894454,end_mrna=-0.4307829160924542,avg_mrna=-0.4387671189846772,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=-0.4307829160924542,end_mrna=-0.4155154439616658,avg_mrna=-0.42307746048562467,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=-0.4155154439616658,end_mrna=-0.390084006069862,avg_mrna=-0.3998088801526867,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=-0.38566248081198456,end_mrna=-0.363843433417345,avg_mrna=-0.3779482636458277,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=-0.363843433417345,end_mrna=-0.33547273628812946,avg_mrna=-0.34977414491567416,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=-0.33547273628812946,end_mrna=-0.32158362412746233,avg_mrna=-0.3278193283513495,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=-0.32158362412746233,end_mrna=-0.29437106060257756,avg_mrna=-0.3073515670062338,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=-0.29169009384931976,end_mrna=-0.2744368457017603,avg_mrna=-0.28194614588092226,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=-0.2744368457017603,end_mrna=-0.25489224962879004,avg_mrna=-0.2641298053285595,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=-0.25489224962879004,end_mrna=-0.24207156119972859,avg_mrna=-0.2481284216835911,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=-0.24207156119972859,end_mrna=-0.2231435513142097,avg_mrna=-0.23061421031367801,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=-0.2231435513142097,end_mrna=-0.21072103131565253,avg_mrna=-0.21759152477087634,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=-0.21072103131565253,end_mrna=-0.19845093872383832,avg_mrna=-0.2050735325002114,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=-0.19845093872383832,end_mrna=-0.1743533871447778,avg_mrna=-0.18457520525452686,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=-0.1743533871447778,end_mrna=-0.15431736038435728,avg_mrna=-0.16423356296349917,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=-0.15431736038435728,end_mrna=-0.13353139262452263,avg_mrna=-0.14349017407535528,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=-0.13353139262452263,end_mrna=-0.11316869810563798,avg_mrna=-0.12305574888544432,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=-0.11093156070728166,end_mrna=-0.09431067947124129,avg_mrna=-0.10192692804764238,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=-0.09101939838716855,end_mrna=-0.07257069283483537,avg_mrna=-0.08329305781933367,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=-0.07257069283483537,end_mrna=-0.06187540371808753,avg_mrna=-0.06732097272532366,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=-0.06187540371808753,end_mrna=-0.046043938501406846,avg_mrna=-0.05316940858800822,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=-0.046043938501406846,end_mrna=-0.030459207484708574,avg_mrna=-0.038007963803438224,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=-0.030459207484708574,end_mrna=-0.01308523954865548,avg_mrna=-0.0224808947153707,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=-0.01308523954865548,end_mrna=0.004987541511038968,avg_mrna=-0.004060837166521121,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=0.004987541511038968,end_mrna=0.016857117066422806,avg_mrna=0.01070522373839629,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=0.016857117066422806,end_mrna=0.036331929247390204,avg_mrna=0.027262403895976214,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=0.036331929247390204,end_mrna=0.051643233151838386,avg_mrna=0.04446764802817616,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=0.051643233151838386,end_mrna=0.07973496801885352,avg_mrna=0.06095008606666182,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=0.07973496801885352,end_mrna=0.09531017980432493,avg_mrna=0.08718711901083329,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=0.09531017980432493,end_mrna=0.11600367575630613,avg_mrna=0.10392648314378437,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=0.11778303565638346,end_mrna=0.13540463700620298,avg_mrna=0.12510802682812405,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=0.13540463700620298,end_mrna=0.15100287353652742,avg_mrna=0.14295570677458297,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=0.1527210870176639,end_mrna=0.17814618538347404,avg_mrna=0.1660958065081954,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=0.17814618538347404,end_mrna=0.19309662996191315,avg_mrna=0.18564165604302682,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=0.19309662996191315,end_mrna=0.219135529916671,avg_mrna=0.20605987432400236,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=0.219135529916671,end_mrna=0.23507212217948348,avg_mrna=0.22825717522763775,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=0.23665190133900194,end_mrna=0.25075871834718305,avg_mrna=0.24337605233933915,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=0.25075871834718305,end_mrna=0.2723145953206591,avg_mrna=0.26057195160407165,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=0.2723145953206591,end_mrna=0.29266961396282004,avg_mrna=0.2816112964020802,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=0.29266961396282004,end_mrna=0.31115442863692305,avg_mrna=0.30097313019037586,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=0.31115442863692305,end_mrna=0.33647223662121284,avg_mrna=0.32333163436242746,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=0.33647223662121284,end_mrna=0.371563556432483,avg_mrna=0.35667047265097157,bin_k_given_mrna=0.2037037037037037 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=0.371563556432483,end_mrna=0.40346310543749137,avg_mrna=0.39024555568236086,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=0.4054651081081644,end_mrna=0.4252677354043441,avg_mrna=0.41701489948202475,bin_k_given_mrna=0.25925925925925924 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=0.4252677354043441,end_mrna=0.45552430798090127,avg_mrna=0.4433188494757735,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=0.45552430798090127,end_mrna=0.4793349566746199,avg_mrna=0.46651144732806077,bin_k_given_mrna=0.2037037037037037 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=0.4793349566746199,end_mrna=0.5025918188388871,avg_mrna=0.49087573330789486,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=0.5050087384444258,end_mrna=0.5205779152086689,avg_mrna=0.5123516371338155,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=0.5205779152086689,end_mrna=0.5440669575457926,avg_mrna=0.5314931505400373,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=0.5440669575457926,end_mrna=0.5738004229273791,avg_mrna=0.5575724964997767,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=0.5738004229273791,end_mrna=0.598836501088704,avg_mrna=0.5869614163344063,bin_k_given_mrna=0.2222222222222222 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=0.6004834956965259,end_mrna=0.6312717768418578,avg_mrna=0.6136386737071303,bin_k_given_mrna=0.2037037037037037 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=0.6312717768418578,end_mrna=0.6678293725756554,avg_mrna=0.6496592624051467,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=0.6678293725756554,end_mrna=0.7030975114131134,avg_mrna=0.6884026208136732,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=0.7045815581856085,end_mrna=0.7371640659767196,avg_mrna=0.719829750415641,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=0.7385984434638626,end_mrna=0.7724203614544531,avg_mrna=0.7580136604345753,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=0.7724203614544531,end_mrna=0.8051356825079926,avg_mrna=0.7881180933258309,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=0.8051356825079926,end_mrna=0.8573896239539942,avg_mrna=0.8339739855342901,bin_k_given_mrna=0.25925925925925924 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=0.8586616190375187,end_mrna=0.9102726595485919,avg_mrna=0.8832629313472787,bin_k_given_mrna=0.24074074074074073 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=0.9110771648212677,end_mrna=0.9566646260124284,avg_mrna=0.9326827101886923,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=0.959350221334602,end_mrna=1.005399906945931,avg_mrna=0.9807161904588267,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=1.0090522119554661,end_mrna=1.058831418656265,avg_mrna=1.034699625914136,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=1.0602179006807981,end_mrna=1.1184149159642893,avg_mrna=1.0875307292178809,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=1.1216775615991057,end_mrna=1.172482137234565,avg_mrna=1.1465202634336662,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=1.1746469749441073,end_mrna=1.252762968495368,avg_mrna=1.2086496408939078,bin_k_given_mrna=0.2037037037037037 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=1.2547609711580412,end_mrna=1.3336844108475931,avg_mrna=1.2959392783406483,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=1.3368414774003603,end_mrna=1.4085449700547104,avg_mrna=1.371771040272606,bin_k_given_mrna=0.2037037037037037 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=1.409278197510266,end_mrna=1.4944758939644187,avg_mrna=1.453699794065065,bin_k_given_mrna=0.2037037037037037 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=1.4989531792588286,end_mrna=1.6154199841116479,avg_mrna=1.566595795789009,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=1.616016227794223,end_mrna=1.766441661243765,avg_mrna=1.6862295212925065,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=1.776645831418007,end_mrna=1.9882852226379728,avg_mrna=1.86918835714221,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=1.9885590452026627,end_mrna=2.1214228639199373,avg_mrna=2.0442137776988343,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=2.1276362905295043,end_mrna=2.4336133554004498,avg_mrna=2.269658812397249,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=2.4397349311412793,end_mrna=2.8616292890305104,avg_mrna=2.6800081953339596,bin_k_given_mrna=0.3888888888888889 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=2.8654527307870716,end_mrna=3.2342372319809,avg_mrna=3.0584931520009837,bin_k_given_mrna=0.6296296296296297 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=52.0 (52),start_mrna=3.2406373166497136,end_mrna=3.525772116243786,avg_mrna=3.3702470186554665,bin_k_given_mrna=0.7777777777777778 DEBUG:(HIST_CV estimates) Fold=6,BINSIZE=45.0 (52),start_mrna=3.5409593240373143,end_mrna=5.422965671113147,avg_mrna=3.9378944821622883,bin_k_given_mrna=0.7872340425531915 DEBUG:TRAINING FOLD #6 DEBUG:EVALUATE PR FOLD #6 DEBUG:(CONTROL) EVALUATE PR FOLD#6 DEBUG:BUILDING P(K|MSMS) CLASSIFIER: DEBUG: ...DONE: FilteredClassifier using weka.classifiers.functions.Logistic -R 1.0E-8 -M -1 on data filtered through weka.filters.unsupervised.attribute.Remove -R 1 Filtered Header @relation pp-prots-weka.filters.unsupervised.attribute.Remove-R1 @attribute pp numeric @attribute msms-prot {1,0} @data Classifier Model Logistic Regression with ridge parameter of 1.0E-8 Coefficients... Variable Coeff. 1 3.7229 Intercept -3.1124 Odds Ratios... Variable O.R. 1 41.385 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=-2.0794415416798357,end_mrna=-1.2729656758128873,avg_mrna=-1.504336924405794,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=-1.2552660987134865,end_mrna=-1.0642108619507773,avg_mrna=-1.157103567752992,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=-1.0642108619507773,end_mrna=-0.9416085398584448,avg_mrna=-1.000234302276543,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=-0.9416085398584448,end_mrna=-0.8556661100577203,avg_mrna=-0.8963619412486007,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=-0.8556661100577203,end_mrna=-0.7657178733947807,avg_mrna=-0.8195644630400492,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=-0.7657178733947807,end_mrna=-0.7133498878774648,avg_mrna=-0.7417025739938927,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=-0.7133498878774648,end_mrna=-0.6635883783184009,avg_mrna=-0.6907618982986818,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=-0.6635883783184009,end_mrna=-0.616186139423817,avg_mrna=-0.6389676372755491,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=-0.616186139423817,end_mrna=-0.579818495252942,avg_mrna=-0.5999986857112585,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=-0.579818495252942,end_mrna=-0.5361434317502807,avg_mrna=-0.5587911945887933,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=-0.5361434317502807,end_mrna=-0.5108256237659907,avg_mrna=-0.5219264351454065,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=-0.5108256237659907,end_mrna=-0.48288625507674926,avg_mrna=-0.49698342440460685,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=-0.4780358009429998,end_mrna=-0.4541302800894454,avg_mrna=-0.4665369388577132,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=-0.4541302800894454,end_mrna=-0.4231200433468851,avg_mrna=-0.43593058075479185,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=-0.4231200433468851,end_mrna=-0.40047756659712525,avg_mrna=-0.40958894329072615,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=-0.40047756659712525,end_mrna=-0.3783364407199117,avg_mrna=-0.3873767539363309,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=-0.3783364407199117,end_mrna=-0.34955747616986843,avg_mrna=-0.3670885393471011,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=-0.34955747616986843,end_mrna=-0.3285040669720361,avg_mrna=-0.3388117297129141,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=-0.3285040669720361,end_mrna=-0.3051673867928005,avg_mrna=-0.3171439504800104,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=-0.3011050927839216,end_mrna=-0.2876820724517809,avg_mrna=-0.29549269798384115,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=-0.2876820724517809,end_mrna=-0.2678794451556012,avg_mrna=-0.2772917839279681,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=-0.2678794451556012,end_mrna=-0.25489224962879004,avg_mrna=-0.26027840223749393,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=-0.25231492861448956,end_mrna=-0.23572233352106983,avg_mrna=-0.24218168972021864,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=-0.23193205734728903,end_mrna=-0.21691300156357363,avg_mrna=-0.2249553418146513,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=-0.21691300156357363,end_mrna=-0.2045671657412744,avg_mrna=-0.21217660192110838,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=-0.2045671657412744,end_mrna=-0.18632957819149348,avg_mrna=-0.1975526876059705,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=-0.18632957819149348,end_mrna=-0.1743533871447778,avg_mrna=-0.18044562149322868,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=-0.1743533871447778,end_mrna=-0.15082288973458366,avg_mrna=-0.15997355420203013,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=-0.15082288973458366,end_mrna=-0.13353139262452263,avg_mrna=-0.14186221026323345,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=-0.13353139262452263,end_mrna=-0.11093156070728166,avg_mrna=-0.12150173689145423,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=-0.11093156070728166,end_mrna=-0.09431067947124129,avg_mrna=-0.10185618311466849,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=-0.09431067947124129,end_mrna=-0.07257069283483537,avg_mrna=-0.08400586036024796,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=-0.07257069283483537,end_mrna=-0.05657035148839435,avg_mrna=-0.06582554087527541,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=-0.05657035148839435,end_mrna=-0.040821994520255166,avg_mrna=-0.049079129142281845,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=-0.040821994520255166,end_mrna=-0.030459207484708574,avg_mrna=-0.03517494641065798,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=-0.030459207484708574,end_mrna=-0.01005033585350145,avg_mrna=-0.01919621768031641,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=-0.01005033585350145,end_mrna=0.014888612493750559,avg_mrna=0.001523343480506471,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=0.014888612493750559,end_mrna=0.03440142671733232,avg_mrna=0.023808020007749366,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=0.03440142671733232,end_mrna=0.051643233151838386,avg_mrna=0.042843103125659754,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=0.051643233151838386,end_mrna=0.06765864847381486,avg_mrna=0.05974263151287037,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=0.06765864847381486,end_mrna=0.09075436326846412,avg_mrna=0.07931629893115694,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=0.09075436326846412,end_mrna=0.10436001532424286,avg_mrna=0.09769291535540364,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=0.10436001532424286,end_mrna=0.126632650933366,avg_mrna=0.1160846356413438,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=0.126632650933366,end_mrna=0.14583044821153954,avg_mrna=0.13628254915290197,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=0.14583044821153954,end_mrna=0.17395330712343798,avg_mrna=0.15749014531635105,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=0.17395330712343798,end_mrna=0.1906203596086497,avg_mrna=0.18205712509139801,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=0.1906203596086497,end_mrna=0.2070141693843261,avg_mrna=0.19783879089170497,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=0.2070141693843261,end_mrna=0.22554067591393118,avg_mrna=0.2168786096003594,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=0.22554067591393118,end_mrna=0.2413763195752694,avg_mrna=0.2344836696781451,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=0.2413763195752694,end_mrna=0.26236426446749106,avg_mrna=0.2510799129250522,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=0.26236426446749106,end_mrna=0.29266961396282004,avg_mrna=0.2754450077146196,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=0.29266961396282004,end_mrna=0.3148107398400336,avg_mrna=0.3030714251444821,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=0.3148107398400336,end_mrna=0.3343270802748248,avg_mrna=0.32340211542645303,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=0.3343270802748248,end_mrna=0.3555743384946994,avg_mrna=0.34245344428810104,bin_k_given_mrna=0.2222222222222222 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=0.3555743384946994,end_mrna=0.37843643572024505,avg_mrna=0.3655165666119622,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=0.3804891220379873,end_mrna=0.40879289820083897,avg_mrna=0.39516183686602796,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=0.40879289820083897,end_mrna=0.43178241642553783,avg_mrna=0.42048300100177394,bin_k_given_mrna=0.2222222222222222 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=0.43178241642553783,end_mrna=0.4574248470388755,avg_mrna=0.44545852694500004,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=0.4574248470388755,end_mrna=0.47623417899637166,avg_mrna=0.4671204606863707,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=0.47623417899637166,end_mrna=0.5007752879124892,avg_mrna=0.48725610625779037,bin_k_given_mrna=0.2037037037037037 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=0.5007752879124892,end_mrna=0.5187937934151675,avg_mrna=0.5098324714416742,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=0.5187937934151675,end_mrna=0.5423242908253616,avg_mrna=0.5298009340277754,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=0.5440669575457926,end_mrna=0.5653138090500605,avg_mrna=0.5535424084368497,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=0.5670169034157331,end_mrna=0.5916680116100914,avg_mrna=0.5800546927339886,bin_k_given_mrna=0.2037037037037037 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=0.5916680116100914,end_mrna=0.6259384308664953,avg_mrna=0.6086344519434811,bin_k_given_mrna=0.2037037037037037 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=0.6259384308664953,end_mrna=0.6678293725756554,avg_mrna=0.6465638249340179,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=0.6678293725756554,end_mrna=0.6981347220709843,avg_mrna=0.6834647293193713,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=0.6981347220709843,end_mrna=0.7309245448939752,avg_mrna=0.7138399790367715,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=0.7323678937132266,end_mrna=0.7701082216960737,avg_mrna=0.753120269721921,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=0.7701082216960737,end_mrna=0.8006553882752305,avg_mrna=0.7841488764572797,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=0.8020015854720274,end_mrna=0.8565407274683811,avg_mrna=0.8289886351164145,bin_k_given_mrna=0.25925925925925924 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=0.8573896239539942,end_mrna=0.9013801191384009,avg_mrna=0.879591920546038,bin_k_given_mrna=0.2037037037037037 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=0.9030028375472197,end_mrna=0.9477893989335261,avg_mrna=0.9246976126935156,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=0.9489515141137035,end_mrna=1.0017342136916225,avg_mrna=0.9750637366264355,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=1.0032021038634515,end_mrna=1.0567480845694108,avg_mrna=1.032076504860285,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=1.0577902941478545,end_mrna=1.11514159061932,avg_mrna=1.0863604861346445,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=1.11514159061932,end_mrna=1.172482137234565,avg_mrna=1.1435184005544217,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=1.172482137234565,end_mrna=1.2584609896100059,avg_mrna=1.2109533516057864,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=1.260447651253915,end_mrna=1.3376291891386096,avg_mrna=1.2995645757440546,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=1.3389406647364204,end_mrna=1.4141526892482872,avg_mrna=1.3789781484837946,bin_k_given_mrna=0.2222222222222222 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=1.4151247427877676,end_mrna=1.5195132049061133,avg_mrna=1.465563242382852,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=1.5260563034950492,end_mrna=1.6409365794934714,avg_mrna=1.588554568784478,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=1.6415178058975122,end_mrna=1.7892563390099365,avg_mrna=1.716242341161057,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=1.7959174793767188,end_mrna=1.9885590452026627,avg_mrna=1.8797111297471147,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=1.9892432737616872,end_mrna=2.1447610078004784,avg_mrna=2.0525463989742057,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=2.147450596044055,end_mrna=2.4888156662847156,avg_mrna=2.3054991906316946,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=2.50470927708418,end_mrna=2.9193910402972687,avg_mrna=2.7196162102151984,bin_k_given_mrna=0.3888888888888889 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=2.9196608366026955,end_mrna=3.253354543284443,avg_mrna=3.0914063371391194,bin_k_given_mrna=0.5925925925925926 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=52.0 (52),start_mrna=3.256287209866347,end_mrna=3.5689691574413787,avg_mrna=3.388096028115055,bin_k_given_mrna=0.7777777777777778 DEBUG:(HIST_CV estimates) Fold=7,BINSIZE=44.0 (52),start_mrna=3.595474957341697,end_mrna=5.422965671113147,avg_mrna=4.002455220900374,bin_k_given_mrna=0.717391304347826 DEBUG:TRAINING FOLD #7 DEBUG:EVALUATE PR FOLD #7 DEBUG:(CONTROL) EVALUATE PR FOLD#7 DEBUG:BUILDING P(K|MSMS) CLASSIFIER: DEBUG: ...DONE: FilteredClassifier using weka.classifiers.functions.Logistic -R 1.0E-8 -M -1 on data filtered through weka.filters.unsupervised.attribute.Remove -R 1 Filtered Header @relation pp-prots-weka.filters.unsupervised.attribute.Remove-R1 @attribute pp numeric @attribute msms-prot {1,0} @data Classifier Model Logistic Regression with ridge parameter of 1.0E-8 Coefficients... Variable Coeff. 1 3.7753 Intercept -3.1264 Odds Ratios... Variable O.R. 1 43.6106 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=-2.0794415416798357,end_mrna=-1.3280254529959148,avg_mrna=-1.5129533564611273,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=-1.3093333199837622,end_mrna=-1.0788096613719298,avg_mrna=-1.190320010536116,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=-1.0788096613719298,end_mrna=-0.9675840262617056,avg_mrna=-1.0212899347739124,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=-0.9675840262617056,end_mrna=-0.8794767587514388,avg_mrna=-0.9308901785984655,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=-0.8794767587514388,end_mrna=-0.8096809968158968,avg_mrna=-0.8533422343244689,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=-0.8096809968158968,end_mrna=-0.7444404749474959,avg_mrna=-0.7773074435568509,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=-0.7444404749474959,end_mrna=-0.6733445532637656,avg_mrna=-0.7009039108574606,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=-0.6733445532637656,end_mrna=-0.616186139423817,avg_mrna=-0.6474860122028905,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=-0.616186139423817,end_mrna=-0.5709295478356962,avg_mrna=-0.5954841160553797,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=-0.5709295478356962,end_mrna=-0.527632742082372,avg_mrna=-0.539770725661567,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=-0.527632742082372,end_mrna=-0.4942963218147801,avg_mrna=-0.5084808363915344,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=-0.4942963218147801,end_mrna=-0.4620354595965587,avg_mrna=-0.47841110345901416,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=-0.4620354595965587,end_mrna=-0.4307829160924542,avg_mrna=-0.4472603098202568,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=-0.4307829160924542,end_mrna=-0.4200712604975265,avg_mrna=-0.4273939271284315,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=-0.4200712604975265,end_mrna=-0.3930425881096072,avg_mrna=-0.40637870892077554,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=-0.3930425881096072,end_mrna=-0.363843433417345,avg_mrna=-0.3753704447073077,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=-0.36096986822161325,end_mrna=-0.342490308946776,avg_mrna=-0.3533696482628584,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=-0.342490308946776,end_mrna=-0.3285040669720361,avg_mrna=-0.33650613153824566,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=-0.3285040669720361,end_mrna=-0.31471074483970024,avg_mrna=-0.3222076355561938,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=-0.31471074483970024,end_mrna=-0.29437106060257756,avg_mrna=-0.30174502589220403,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=-0.29437106060257756,end_mrna=-0.2744368457017603,avg_mrna=-0.28253572437926544,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=-0.2744368457017603,end_mrna=-0.2484613592984996,avg_mrna=-0.2601718536032955,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=-0.2484613592984996,end_mrna=-0.2294131643278051,avg_mrna=-0.23919894808642658,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=-0.2294131643278051,end_mrna=-0.21691300156357363,avg_mrna=-0.22331926037285946,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=-0.21691300156357363,end_mrna=-0.19845093872383832,avg_mrna=-0.2066683589723689,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=-0.19845093872383832,end_mrna=-0.17793120849266178,avg_mrna=-0.18655792963910087,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=-0.1743533871447778,end_mrna=-0.15082288973458366,avg_mrna=-0.160886364691609,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=-0.15082288973458366,end_mrna=-0.13581972314253485,avg_mrna=-0.14385738300670206,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=-0.13353139262452263,end_mrna=-0.11316869810563798,avg_mrna=-0.12449335676683158,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=-0.11316869810563798,end_mrna=-0.09761282886700041,avg_mrna=-0.10609732589206075,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=-0.09761282886700041,end_mrna=-0.08338160893905101,avg_mrna=-0.08995694502680371,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=-0.08338160893905101,end_mrna=-0.06187540371808753,avg_mrna=-0.07245711298198747,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=-0.06187540371808753,end_mrna=-0.048140375327934984,avg_mrna=-0.05639954676080023,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=-0.048140375327934984,end_mrna=-0.030459207484708574,avg_mrna=-0.0379959721554707,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=-0.030459207484708574,end_mrna=-0.01308523954865548,avg_mrna=-0.02320413703598662,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=-0.01005033585350145,end_mrna=0.004987541511038968,avg_mrna=-0.0026706232388523164,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=0.004987541511038968,end_mrna=0.01980262729617973,avg_mrna=0.012964923555315951,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=0.01980262729617973,end_mrna=0.03922071315328133,avg_mrna=0.030569854693202284,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=0.03922071315328133,end_mrna=0.05354076692802976,avg_mrna=0.04703979741544592,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=0.05354076692802976,end_mrna=0.07232066157962608,avg_mrna=0.06382494201504121,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=0.07232066157962608,end_mrna=0.09075436326846412,avg_mrna=0.08356841562245988,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=0.09257918129309317,end_mrna=0.10705907229340778,avg_mrna=0.09941851311006074,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=0.10705907229340778,end_mrna=0.126632650933366,avg_mrna=0.11823018093182845,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=0.128393214768399,end_mrna=0.14842000511827322,avg_mrna=0.13716947556959966,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=0.14842000511827322,end_mrna=0.17142911562753102,avg_mrna=0.15612727588262756,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=0.17142911562753102,end_mrna=0.1906203596086497,avg_mrna=0.1820851975078262,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=0.1906203596086497,end_mrna=0.2070141693843261,avg_mrna=0.19792098977320316,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=0.2070141693843261,end_mrna=0.22554067591393118,avg_mrna=0.2169538053261732,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=0.22713557258374711,end_mrna=0.24294617861038942,avg_mrna=0.23560608283458565,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=0.24294617861038942,end_mrna=0.26236426446749106,avg_mrna=0.25178939949793594,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=0.26236426446749106,end_mrna=0.28517894223366247,avg_mrna=0.2733260079999581,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=0.28517894223366247,end_mrna=0.302324349188651,avg_mrna=0.294448380854885,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=0.302324349188651,end_mrna=0.32570013963930183,avg_mrna=0.31406040239657745,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=0.32714314133269456,end_mrna=0.34358970439007686,avg_mrna=0.3361024258552692,bin_k_given_mrna=0.2037037037037037 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=0.34358970439007686,end_mrna=0.36464311358790924,avg_mrna=0.35423309516496293,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=0.3667242797917339,end_mrna=0.3940670631557951,avg_mrna=0.3794868720835164,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=0.39541477225466304,end_mrna=0.4219944100593749,avg_mrna=0.4090046182510823,bin_k_given_mrna=0.2222222222222222 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=0.4219944100593749,end_mrna=0.44468582126144574,avg_mrna=0.4316196280202167,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=0.44468582126144574,end_mrna=0.4700036292457356,avg_mrna=0.456885450279183,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=0.4700036292457356,end_mrna=0.494696241836107,avg_mrna=0.4791677980790216,bin_k_given_mrna=0.24074074074074073 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=0.494696241836107,end_mrna=0.5128236264286636,avg_mrna=0.5054565885931903,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=0.514618422004687,end_mrna=0.5364933705145685,avg_mrna=0.5241747490955878,bin_k_given_mrna=0.2037037037037037 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=0.5364933705145685,end_mrna=0.5596157879354227,avg_mrna=0.5482870196953639,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=0.5613286059390974,end_mrna=0.5894519442211802,avg_mrna=0.575727908970097,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=0.5905605917848442,end_mrna=0.6151856390902335,avg_mrna=0.6030327754371966,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=0.6151856390902335,end_mrna=0.6507614640635074,avg_mrna=0.6348211946117573,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=0.6523251860396901,end_mrna=0.688134638736401,avg_mrna=0.6684368593054868,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=0.688134638736401,end_mrna=0.7193021380367964,avg_mrna=0.7065661559377039,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=0.720275847948198,end_mrna=0.7654678421395714,avg_mrna=0.7436902629042816,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=0.7654678421395714,end_mrna=0.7952524034970989,avg_mrna=0.7782275259415959,bin_k_given_mrna=0.2037037037037037 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=0.7952524034970989,end_mrna=0.8402732454502393,avg_mrna=0.815373749444624,bin_k_given_mrna=0.2222222222222222 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=0.8428594537882721,end_mrna=0.8960880245566357,avg_mrna=0.8675324708604347,bin_k_given_mrna=0.25925925925925924 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=0.8960880245566357,end_mrna=0.9543569326806114,avg_mrna=0.9248530900644452,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=0.9543569326806114,end_mrna=0.9987919533858987,avg_mrna=0.9776242278197912,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=0.9995283304442107,end_mrna=1.0553567799971526,avg_mrna=1.0311250610924365,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=1.0567480845694108,end_mrna=1.114157500003572,avg_mrna=1.0803185642461663,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=1.11514159061932,end_mrna=1.172482137234565,avg_mrna=1.144591635578824,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=1.172482137234565,end_mrna=1.2513333756857736,avg_mrna=1.2060290277026338,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=1.252762968495368,end_mrna=1.3289300437303198,avg_mrna=1.2902025513328441,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=1.3289300437303198,end_mrna=1.3979758658937285,avg_mrna=1.3639056062812538,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=1.3979758658937285,end_mrna=1.4883995840570443,avg_mrna=1.4396555286393158,bin_k_given_mrna=0.2037037037037037 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=1.4890765557629164,end_mrna=1.6080369315184724,avg_mrna=1.5557511778736806,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=1.6080369315184724,end_mrna=1.7462389539262455,avg_mrna=1.6682306754010656,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=1.7462389539262455,end_mrna=1.8980695339214695,avg_mrna=1.8185135761231228,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=1.9070208095631438,end_mrna=2.0856720914304723,avg_mrna=2.005623920426371,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=2.087533711577172,end_mrna=2.3872019387139245,avg_mrna=2.207976050290801,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=2.3872019387139245,end_mrna=2.8217954662944296,avg_mrna=2.6002507360310867,bin_k_given_mrna=0.3148148148148148 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=2.833213344056216,end_mrna=3.1636590542302705,avg_mrna=2.994717022483087,bin_k_given_mrna=0.6111111111111112 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=52.0 (52),start_mrna=3.1654750481410856,end_mrna=3.4984753211266257,avg_mrna=3.3324775057597735,bin_k_given_mrna=0.7592592592592593 DEBUG:(HIST_CV estimates) Fold=8,BINSIZE=47.0 (52),start_mrna=3.507357577490546,end_mrna=5.422965671113147,avg_mrna=3.9152219483688784,bin_k_given_mrna=0.7346938775510204 DEBUG:TRAINING FOLD #8 DEBUG:EVALUATE PR FOLD #8 DEBUG:(CONTROL) EVALUATE PR FOLD#8 DEBUG:BUILDING P(K|MSMS) CLASSIFIER: DEBUG: ...DONE: FilteredClassifier using weka.classifiers.functions.Logistic -R 1.0E-8 -M -1 on data filtered through weka.filters.unsupervised.attribute.Remove -R 1 Filtered Header @relation pp-prots-weka.filters.unsupervised.attribute.Remove-R1 @attribute pp numeric @attribute msms-prot {1,0} @data Classifier Model Logistic Regression with ridge parameter of 1.0E-8 Coefficients... Variable Coeff. 1 3.6119 Intercept -2.9845 Odds Ratios... Variable O.R. 1 37.0367 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=-2.0794415416798357,end_mrna=-1.2552660987134865,avg_mrna=-1.4642961696286216,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=-1.2552660987134865,end_mrna=-1.0498221244986778,avg_mrna=-1.149478582926501,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=-1.0498221244986778,end_mrna=-0.9288695140810151,avg_mrna=-0.9770964041612251,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=-0.9288695140810151,end_mrna=-0.843970070294529,avg_mrna=-0.8891163284319856,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=-0.843970070294529,end_mrna=-0.7874578600311866,avg_mrna=-0.8162981575692461,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=-0.7874578600311866,end_mrna=-0.7133498878774648,avg_mrna=-0.7556115307647003,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=-0.7133498878774648,end_mrna=-0.6831968497067772,avg_mrna=-0.700426826795848,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=-0.6831968497067772,end_mrna=-0.6348782724359695,avg_mrna=-0.6575642860903929,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=-0.6348782724359695,end_mrna=-0.5887871652357024,avg_mrna=-0.6099480232635036,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=-0.5887871652357024,end_mrna=-0.544727175441672,avg_mrna=-0.5648245299870409,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=-0.544727175441672,end_mrna=-0.5108256237659907,avg_mrna=-0.5269716942972481,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=-0.5108256237659907,end_mrna=-0.4861330111756192,avg_mrna=-0.5009696007319067,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=-0.4861330111756192,end_mrna=-0.4541302800894454,avg_mrna=-0.47127312309603614,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=-0.4541302800894454,end_mrna=-0.4307829160924542,avg_mrna=-0.4416431448079962,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=-0.4307829160924542,end_mrna=-0.4155154439616658,avg_mrna=-0.4239890458493857,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=-0.4155154439616658,end_mrna=-0.390084006069862,avg_mrna=-0.40029794626599063,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=-0.390084006069862,end_mrna=-0.37106368139083207,avg_mrna=-0.38000958916886307,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=-0.37106368139083207,end_mrna=-0.34955747616986843,avg_mrna=-0.35943843077188553,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=-0.34955747616986843,end_mrna=-0.33547273628812946,avg_mrna=-0.34158189929157484,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=-0.33547273628812946,end_mrna=-0.32158362412746233,avg_mrna=-0.32728513172978546,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=-0.3188288014486177,end_mrna=-0.29437106060257756,avg_mrna=-0.30593183366608323,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=-0.29437106060257756,end_mrna=-0.2678794451556012,avg_mrna=-0.27927818860615533,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=-0.2678794451556012,end_mrna=-0.25231492861448956,avg_mrna=-0.2593804493601222,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=-0.25231492861448956,end_mrna=-0.23572233352106983,avg_mrna=-0.2427202798399189,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=-0.23572233352106983,end_mrna=-0.21072103131565253,avg_mrna=-0.22215321005264524,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=-0.21072103131565253,end_mrna=-0.19845093872383832,avg_mrna=-0.20625334909557827,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=-0.19845093872383832,end_mrna=-0.18032355413128162,avg_mrna=-0.18737060027646277,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=-0.18032355413128162,end_mrna=-0.16251892949777494,avg_mrna=-0.17205713072021153,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=-0.16251892949777494,end_mrna=-0.1427163022015952,avg_mrna=-0.15124596014658134,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=-0.1427163022015952,end_mrna=-0.11991029667255755,avg_mrna=-0.1292794843478826,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=-0.11991029667255755,end_mrna=-0.10203272556515161,avg_mrna=-0.11001955844525962,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=-0.10203272556515161,end_mrna=-0.08338160893905101,avg_mrna=-0.09375059118037382,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=-0.08338160893905101,end_mrna=-0.06720874969344999,avg_mrna=-0.07639443996079404,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=-0.06720874969344999,end_mrna=-0.05129329438755058,avg_mrna=-0.06176099811754448,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=-0.05129329438755058,end_mrna=-0.03562717764315116,avg_mrna=-0.04507384161196014,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=-0.03562717764315116,end_mrna=-0.025317807984289897,avg_mrna=-0.03092219883257441,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=-0.025317807984289897,end_mrna=-0.0030045090202987243,avg_mrna=-0.012323443209245288,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=0.0,end_mrna=0.009950330853168092,avg_mrna=0.004979544660426861,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=0.009950330853168092,end_mrna=0.02955880224154443,avg_mrna=0.01907113971213302,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=0.02955880224154443,end_mrna=0.04879016416943205,avg_mrna=0.04015938077975094,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=0.04879016416943205,end_mrna=0.06765864847381486,avg_mrna=0.05793250078119309,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=0.06765864847381486,end_mrna=0.08342160813907236,avg_mrna=0.07489387906414298,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=0.0861776962410524,end_mrna=0.09984533496971612,avg_mrna=0.09256660434359822,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=0.09984533496971612,end_mrna=0.11778303565638346,avg_mrna=0.11033648235616225,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=0.11778303565638346,end_mrna=0.13976194237515863,avg_mrna=0.1293698251002343,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=0.13976194237515863,end_mrna=0.1570037488096647,avg_mrna=0.14707907113137736,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=0.1570037488096647,end_mrna=0.1823215567939546,avg_mrna=0.17161426656462664,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=0.1823215567939546,end_mrna=0.19885085874516517,avg_mrna=0.1908160127384852,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=0.19885085874516517,end_mrna=0.21752781252857414,avg_mrna=0.20825202857977354,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=0.21752781252857414,end_mrna=0.23507212217948348,avg_mrna=0.22638512291437124,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=0.23507212217948348,end_mrna=0.2492010856334993,avg_mrna=0.24219934557093303,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=0.2492010856334993,end_mrna=0.26773443464208485,avg_mrna=0.25901582148321045,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=0.2700271372130602,end_mrna=0.2949059175411005,avg_mrna=0.28193475954093633,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=0.2949059175411005,end_mrna=0.3148107398400336,avg_mrna=0.3035544891235734,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=0.3148107398400336,end_mrna=0.34145977813225203,avg_mrna=0.3286274079335478,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=0.34145977813225203,end_mrna=0.3597701488460348,avg_mrna=0.350544588530219,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=0.3611648492115845,end_mrna=0.39001300354924284,avg_mrna=0.3736761421771174,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=0.3920420877760237,end_mrna=0.4206820739130247,avg_mrna=0.4055967286524139,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=0.4206820739130247,end_mrna=0.44916296337388373,avg_mrna=0.4347621387765387,bin_k_given_mrna=0.2037037037037037 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=0.44916296337388373,end_mrna=0.4700036292457356,avg_mrna=0.4596281584647752,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=0.4700036292457356,end_mrna=0.49286529838899784,avg_mrna=0.4801633922895766,bin_k_given_mrna=0.24074074074074073 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=0.49286529838899784,end_mrna=0.5170064828410719,avg_mrna=0.5064174467731603,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=0.5187937934151675,end_mrna=0.5423242908253616,avg_mrna=0.5285965046364459,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=0.5423242908253616,end_mrna=0.5653138090500605,avg_mrna=0.5520950766277404,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=0.5653138090500605,end_mrna=0.5905605917848442,avg_mrna=0.5784937145345288,bin_k_given_mrna=0.2037037037037037 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=0.5905605917848442,end_mrna=0.6151856390902335,avg_mrna=0.6044108581730752,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=0.6168059473032227,end_mrna=0.6611403844248589,avg_mrna=0.6406973731346131,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=0.6611403844248589,end_mrna=0.6946460566836813,avg_mrna=0.6775075179467174,bin_k_given_mrna=0.2222222222222222 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=0.6956440607585325,end_mrna=0.7241612340891148,avg_mrna=0.7095146996026025,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=0.7241612340891148,end_mrna=0.7654678421395714,avg_mrna=0.7452596677245116,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=0.7654678421395714,end_mrna=0.7952524034970989,avg_mrna=0.77835254614419,bin_k_given_mrna=0.2222222222222222 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=0.7952524034970989,end_mrna=0.8458682675776092,avg_mrna=0.8190925842884016,bin_k_given_mrna=0.24074074074074073 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=0.8458682675776092,end_mrna=0.8878912573524571,avg_mrna=0.8669826793215637,bin_k_given_mrna=0.24074074074074073 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=0.8878912573524571,end_mrna=0.9388346963090495,avg_mrna=0.9118827275807628,bin_k_given_mrna=0.2037037037037037 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=0.9388346963090495,end_mrna=0.9895411936137477,avg_mrna=0.963486261811184,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=0.9906558138294619,end_mrna=1.0455630675782943,avg_mrna=1.0168357986427377,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=1.0455630675782943,end_mrna=1.106249715797321,avg_mrna=1.0727199677111083,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=1.106249715797321,end_mrna=1.1631508098056809,avg_mrna=1.134219588407866,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=1.164087870627021,end_mrna=1.2421352654202849,avg_mrna=1.1948402630415549,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=1.2427126326418665,end_mrna=1.3289300437303198,avg_mrna=1.283011963124101,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=1.3289300437303198,end_mrna=1.4097667173050328,avg_mrna=1.3737217595020625,bin_k_given_mrna=0.2037037037037037 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=1.4122057429043917,end_mrna=1.5195132049061133,avg_mrna=1.4602124608302642,bin_k_given_mrna=0.2037037037037037 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=1.5260563034950492,end_mrna=1.6298286020818344,avg_mrna=1.5842778662788388,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=1.6317863160978623,end_mrna=1.7845669986465504,avg_mrna=1.7030442605487155,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=1.787918769842117,end_mrna=1.9878743481543455,avg_mrna=1.87442060070068,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=1.9882852226379728,end_mrna=2.147450596044055,avg_mrna=2.050208392259972,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=2.1560553002981484,end_mrna=2.4610407786860184,avg_mrna=2.2934356551049944,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=2.464959011978304,end_mrna=2.8918706340199005,avg_mrna=2.698913388347009,bin_k_given_mrna=0.42592592592592593 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=2.9107188992270343,end_mrna=3.253354543284443,avg_mrna=3.069497956880887,bin_k_given_mrna=0.6111111111111112 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=52.0 (52),start_mrna=3.256287209866347,end_mrna=3.6245275822229774,avg_mrna=3.4167532520384585,bin_k_given_mrna=0.8148148148148148 DEBUG:(HIST_CV estimates) Fold=9,BINSIZE=39.0 (52),start_mrna=3.629129449708162,end_mrna=5.422965671113147,avg_mrna=4.044368090781902,bin_k_given_mrna=0.6829268292682927 DEBUG:TRAINING FOLD #9 DEBUG:EVALUATE PR FOLD #9 DEBUG:(CONTROL) EVALUATE PR FOLD#9 LOG:RUN=3, RANDOM SEED (for makeFolds): -6763270446154037779 DEBUG:number of total foldees = 270 DEBUG:number of total nonTestFoldees = 4927 DEBUG:1. FOLDEE FOLD 0 SIZE = 27 DEBUG:1. FOLDEE FOLD 1 SIZE = 27 DEBUG:1. FOLDEE FOLD 2 SIZE = 27 DEBUG:1. FOLDEE FOLD 3 SIZE = 27 DEBUG:1. FOLDEE FOLD 4 SIZE = 27 DEBUG:1. FOLDEE FOLD 5 SIZE = 27 DEBUG:1. FOLDEE FOLD 6 SIZE = 27 DEBUG:1. FOLDEE FOLD 7 SIZE = 28 DEBUG:1. FOLDEE FOLD 8 SIZE = 27 DEBUG:1. FOLDEE FOLD 9 SIZE = 26 DEBUG:2. FOLDEE FOLD 0 SIZE = 79 DEBUG:2. FOLDEE FOLD 1 SIZE = 70 DEBUG:2. FOLDEE FOLD 2 SIZE = 111 DEBUG:2. FOLDEE FOLD 3 SIZE = 45 DEBUG:2. FOLDEE FOLD 4 SIZE = 73 DEBUG:2. FOLDEE FOLD 5 SIZE = 107 DEBUG:2. FOLDEE FOLD 6 SIZE = 85 DEBUG:2. FOLDEE FOLD 7 SIZE = 92 DEBUG:2. FOLDEE FOLD 8 SIZE = 72 DEBUG:2. FOLDEE FOLD 9 SIZE = 63 DEBUG:3. FOLD 0 SIZE = 528 DEBUG:3. FOLD 1 SIZE = 521 DEBUG:3. FOLD 2 SIZE = 524 DEBUG:3. FOLD 3 SIZE = 523 DEBUG:3. FOLD 4 SIZE = 522 DEBUG:3. FOLD 5 SIZE = 521 DEBUG:3. FOLD 6 SIZE = 521 DEBUG:3. FOLD 7 SIZE = 527 DEBUG:3. FOLD 8 SIZE = 523 DEBUG:3. FOLD 9 SIZE = 487 DEBUG:FOLDEE + NONTEST-FOLDEE 0 SIZE = 528 DEBUG:FOLDEE + NONTEST-FOLDEE 1 SIZE = 521 DEBUG:FOLDEE + NONTEST-FOLDEE 2 SIZE = 524 DEBUG:FOLDEE + NONTEST-FOLDEE 3 SIZE = 523 DEBUG:FOLDEE + NONTEST-FOLDEE 4 SIZE = 522 DEBUG:FOLDEE + NONTEST-FOLDEE 5 SIZE = 521 DEBUG:FOLDEE + NONTEST-FOLDEE 6 SIZE = 521 DEBUG:FOLDEE + NONTEST-FOLDEE 7 SIZE = 527 DEBUG:FOLDEE + NONTEST-FOLDEE 8 SIZE = 523 DEBUG:FOLDEE + NONTEST-FOLDEE 9 SIZE = 487 DEBUG:BUILDING P(K|MSMS) CLASSIFIER: DEBUG: ...DONE: FilteredClassifier using weka.classifiers.functions.Logistic -R 1.0E-8 -M -1 on data filtered through weka.filters.unsupervised.attribute.Remove -R 1 Filtered Header @relation pp-prots-weka.filters.unsupervised.attribute.Remove-R1 @attribute pp numeric @attribute msms-prot {1,0} @data Classifier Model Logistic Regression with ridge parameter of 1.0E-8 Coefficients... Variable Coeff. 1 3.8151 Intercept -3.2089 Odds Ratios... Variable O.R. 1 45.383 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-2.0794415416798357,end_mrna=-1.2729656758128873,avg_mrna=-1.4649023721066083,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-1.2729656758128873,end_mrna=-1.0498221244986778,avg_mrna=-1.1560137559962924,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-1.0498221244986778,end_mrna=-0.9545119446943529,avg_mrna=-0.9973829182904205,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-0.9545119446943529,end_mrna=-0.8556661100577203,avg_mrna=-0.8991565805319364,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-0.8556661100577203,end_mrna=-0.8096809968158968,avg_mrna=-0.8300982580548537,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-0.8096809968158968,end_mrna=-0.7444404749474959,avg_mrna=-0.7717714283255609,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-0.7444404749474959,end_mrna=-0.6831968497067772,avg_mrna=-0.7158106588606892,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-0.6831968497067772,end_mrna=-0.6443570163905132,avg_mrna=-0.665580335417821,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-0.6443570163905132,end_mrna=-0.5978370007556204,avg_mrna=-0.6183088033782522,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-0.5978370007556204,end_mrna=-0.544727175441672,avg_mrna=-0.5696234456930795,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-0.544727175441672,end_mrna=-0.5108256237659907,avg_mrna=-0.5269154028577606,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-0.5108256237659907,end_mrna=-0.4861330111756192,avg_mrna=-0.49954502692861585,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-0.4861330111756192,end_mrna=-0.4541302800894454,avg_mrna=-0.46942681168721834,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-0.4541302800894454,end_mrna=-0.4307829160924542,avg_mrna=-0.4405630700613687,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-0.4307829160924542,end_mrna=-0.4155154439616658,avg_mrna=-0.4242518814187622,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-0.4155154439616658,end_mrna=-0.3930425881096072,avg_mrna=-0.40130639720655326,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-0.3930425881096072,end_mrna=-0.37106368139083207,avg_mrna=-0.38079803592651323,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-0.37106368139083207,end_mrna=-0.35667494393873245,avg_mrna=-0.3614240624836088,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-0.35667494393873245,end_mrna=-0.33547273628812946,avg_mrna=-0.3439702023438115,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-0.33547273628812946,end_mrna=-0.32158362412746233,avg_mrna=-0.3291548199052597,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-0.32158362412746233,end_mrna=-0.2970592342643779,avg_mrna=-0.30697766590047604,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-0.29437106060257756,end_mrna=-0.2744368457017603,avg_mrna=-0.2863001016341414,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-0.2744368457017603,end_mrna=-0.25747623039471507,avg_mrna=-0.2656332357957111,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-0.25489224962879004,end_mrna=-0.24207156119972859,avg_mrna=-0.2491146284858267,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-0.24207156119972859,end_mrna=-0.2231435513142097,avg_mrna=-0.2320702110741026,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-0.2231435513142097,end_mrna=-0.21072103131565253,avg_mrna=-0.2185471032323039,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-0.21072103131565253,end_mrna=-0.18632957819149348,avg_mrna=-0.20430974197553362,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-0.18632957819149348,end_mrna=-0.16841865162496322,avg_mrna=-0.17840707475739434,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-0.16841865162496322,end_mrna=-0.15082288973458366,avg_mrna=-0.15953284454619515,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-0.15082288973458366,end_mrna=-0.13353139262452263,avg_mrna=-0.14252726784438965,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-0.13353139262452263,end_mrna=-0.11316869810563798,avg_mrna=-0.12383892944386297,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-0.11316869810563798,end_mrna=-0.09761282886700041,avg_mrna=-0.1057981745605485,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-0.09761282886700041,end_mrna=-0.08338160893905101,avg_mrna=-0.08968326772049698,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-0.08012604447928484,end_mrna=-0.0650719967437148,avg_mrna=-0.07222795094075513,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-0.0650719967437148,end_mrna=-0.04395188752918283,avg_mrna=-0.051710875897177565,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-0.04395188752918283,end_mrna=-0.030459207484708574,avg_mrna=-0.03663012722330709,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-0.030459207484708574,end_mrna=-0.01308523954865548,avg_mrna=-0.022127603101713834,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=-0.01005033585350145,end_mrna=0.004987541511038968,avg_mrna=-0.0017466112043905135,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.006975613736425138,end_mrna=0.024692612590371414,avg_mrna=0.01324843916656146,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.024692612590371414,end_mrna=0.042101176018635326,avg_mrna=0.03383121629666277,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.042101176018635326,end_mrna=0.055434706888100524,avg_mrna=0.04942341028941358,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.055434706888100524,end_mrna=0.07973496801885352,avg_mrna=0.06532020729999759,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.07973496801885352,end_mrna=0.09531017980432493,avg_mrna=0.08718711901083329,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.09531017980432493,end_mrna=0.11332868530700327,avg_mrna=0.10361783039963404,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.11332868530700327,end_mrna=0.131028262406404,avg_mrna=0.1206041129993302,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.131028262406404,end_mrna=0.14842000511827322,avg_mrna=0.13840845221439324,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.14842000511827322,end_mrna=0.17814618538347404,avg_mrna=0.15911571556096854,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.17814618538347404,end_mrna=0.1906203596086497,avg_mrna=0.18468234060801297,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.19309662996191315,end_mrna=0.2151113796169455,avg_mrna=0.20216185085707933,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.2151113796169455,end_mrna=0.23901690047049992,avg_mrna=0.2275492708768011,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.23901690047049992,end_mrna=0.258510695151501,avg_mrna=0.24732562637906094,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.2600539053343068,end_mrna=0.2814124594381855,avg_mrna=0.2695278621346683,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.2814124594381855,end_mrna=0.302324349188651,avg_mrna=0.2945463821548244,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.3038014543316642,end_mrna=0.32425505268262117,avg_mrna=0.3140786616479753,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.32425505268262117,end_mrna=0.34712953109520095,avg_mrna=0.3384293552906653,bin_k_given_mrna=0.24074074074074073 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.34854196070854343,end_mrna=0.371563556432483,avg_mrna=0.360198903368221,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.371563556432483,end_mrna=0.4054651081081644,avg_mrna=0.39125291051881217,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.40746311077083736,end_mrna=0.42722659988967704,avg_mrna=0.41875406411083876,bin_k_given_mrna=0.25925925925925924 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.42722659988967704,end_mrna=0.461845441544272,avg_mrna=0.44544733237371725,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.461845441544272,end_mrna=0.4824261492442928,avg_mrna=0.4731628894876861,bin_k_given_mrna=0.2037037037037037 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.4842762885324542,end_mrna=0.5086232002107907,avg_mrna=0.4969303144444316,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.5086232002107907,end_mrna=0.5276827408324136,avg_mrna=0.5179857432564821,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.5276827408324136,end_mrna=0.5596157879354227,avg_mrna=0.5463630816755317,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.5596157879354227,end_mrna=0.5905605917848442,avg_mrna=0.5772193495097511,bin_k_given_mrna=0.24074074074074073 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.5905605917848442,end_mrna=0.6178846960593984,avg_mrna=0.6053332038427232,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.6205764877251099,end_mrna=0.6611403844248589,avg_mrna=0.6417334830294864,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.6611403844248589,end_mrna=0.6956440607585325,avg_mrna=0.6789123748465837,bin_k_given_mrna=0.24074074074074073 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.6956440607585325,end_mrna=0.7227059828014898,avg_mrna=0.7101623258416656,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.7241612340891148,end_mrna=0.7654678421395714,avg_mrna=0.7453206922065239,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.7654678421395714,end_mrna=0.7997569156182036,avg_mrna=0.7807213542248241,bin_k_given_mrna=0.2037037037037037 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.8006553882752305,end_mrna=0.8531379168688864,avg_mrna=0.827483348316619,bin_k_given_mrna=0.25925925925925924 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.8544153281560676,end_mrna=0.9013801191384009,avg_mrna=0.8770571811649336,bin_k_given_mrna=0.2037037037037037 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.9013801191384009,end_mrna=0.9439058989071284,avg_mrna=0.9239161718940591,bin_k_given_mrna=0.2037037037037037 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.945072533299607,end_mrna=0.9932517730102834,avg_mrna=0.9723116749509456,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=0.9932517730102834,end_mrna=1.0497721232486361,avg_mrna=1.02315016176436,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=1.0497721232486361,end_mrna=1.0969442315674127,avg_mrna=1.0717103378866164,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=1.0969442315674127,end_mrna=1.1662709371419244,avg_mrna=1.1315528713943908,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=1.1684492482568893,end_mrna=1.2421352654202849,avg_mrna=1.1984505363295042,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=1.2427126326418665,end_mrna=1.3209555198115503,avg_mrna=1.2810000209051724,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=1.3217558399823195,end_mrna=1.3979758658937285,avg_mrna=1.3639331934343117,bin_k_given_mrna=0.16666666666666666 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=1.3999506875673762,end_mrna=1.4883995840570443,avg_mrna=1.4419085005076213,bin_k_given_mrna=0.18518518518518517 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=1.4890765557629164,end_mrna=1.6174060820832772,avg_mrna=1.5585206700220495,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=1.6213664832993742,end_mrna=1.75958057086382,avg_mrna=1.6868411919696185,bin_k_given_mrna=0.14814814814814814 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=1.75958057086382,end_mrna=1.9358598132018119,avg_mrna=1.8512924211804007,bin_k_given_mrna=0.09259259259259259 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=1.9387416595767009,end_mrna=2.1122716862705384,avg_mrna=2.030561701480833,bin_k_given_mrna=0.12962962962962962 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=2.1144466508785262,end_mrna=2.4610407786860184,avg_mrna=2.2755992021797096,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=2.464959011978304,end_mrna=2.9164184668342656,avg_mrna=2.7122016666702873,bin_k_given_mrna=0.4444444444444444 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=2.9193910402972687,end_mrna=3.256287209866347,avg_mrna=3.0878192777590474,bin_k_given_mrna=0.6111111111111112 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=52.0 (52),start_mrna=3.2607852279454104,end_mrna=3.6189128944607645,avg_mrna=3.4156867224586005,bin_k_given_mrna=0.7962962962962963 DEBUG:(HIST_CV estimates) Fold=0,BINSIZE=41.0 (52),start_mrna=3.6245275822229774,end_mrna=5.422965671113147,avg_mrna=4.044179527881021,bin_k_given_mrna=0.7209302325581395 DEBUG:TRAINING FOLD #0 DEBUG:EVALUATE PR FOLD #0 DEBUG:(CONTROL) EVALUATE PR FOLD#0 DEBUG:BUILDING P(K|MSMS) CLASSIFIER: DEBUG: ...DONE: FilteredClassifier using weka.classifiers.functions.Logistic -R 1.0E-8 -M -1 on data filtered through weka.filters.unsupervised.attribute.Remove -R 1 Filtered Header @relation pp-prots-weka.filters.unsupervised.attribute.Remove-R1 @attribute pp numeric @attribute msms-prot {1,0} @data Classifier Model Logistic Regression with ridge parameter of 1.0E-8 Coefficients... Variable Coeff. 1 3.7493 Intercept -3.1627 Odds Ratios... Variable O.R. 1 42.4908 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=-2.0794415416798357,end_mrna=-1.3093333199837622,avg_mrna=-1.5110848228370186,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=-1.3093333199837622,end_mrna=-1.0216512475319814,avg_mrna=-1.1391958044818173,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=-1.0216512475319814,end_mrna=-0.916290731874155,avg_mrna=-0.9724870714147493,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=-0.916290731874155,end_mrna=-0.8209805520698302,avg_mrna=-0.861059234878922,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=-0.8209805520698302,end_mrna=-0.7031975164134467,avg_mrna=-0.772523122972583,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=-0.7031975164134467,end_mrna=-0.6635883783184009,avg_mrna=-0.6873640655375161,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=-0.6635883783184009,end_mrna=-0.6217571844732723,avg_mrna=-0.6426139633443635,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=-0.616186139423817,end_mrna=-0.5887871652357024,avg_mrna=-0.6027961968013259,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=-0.579818495252942,end_mrna=-0.544727175441672,avg_mrna=-0.5619857428641637,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=-0.544727175441672,end_mrna=-0.5108256237659907,avg_mrna=-0.5244602776649563,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=-0.5108256237659907,end_mrna=-0.4700036292457356,avg_mrna=-0.4876277442057947,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=-0.4668087383492163,end_mrna=-0.43850496218636453,avg_mrna=-0.45238790192735734,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=-0.43850496218636453,end_mrna=-0.4231200433468851,avg_mrna=-0.4301427112608204,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=-0.4231200433468851,end_mrna=-0.40047756659712525,avg_mrna=-0.411330672271477,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=-0.40047756659712525,end_mrna=-0.3783364407199117,avg_mrna=-0.3890799174653473,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=-0.3783364407199117,end_mrna=-0.35667494393873245,avg_mrna=-0.36659902217867774,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=-0.35667494393873245,end_mrna=-0.33547273628812946,avg_mrna=-0.3442991682489854,bin_k_given_mrna=0.018518518518518517 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=-0.33547273628812946,end_mrna=-0.32158362412746233,avg_mrna=-0.3291548199052597,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=-0.32158362412746233,end_mrna=-0.2970592342643779,avg_mrna=-0.3091156010249204,bin_k_given_mrna=0.1111111111111111 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=-0.2970592342643779,end_mrna=-0.2744368457017603,avg_mrna=-0.28666626733188855,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=-0.2744368457017603,end_mrna=-0.25489224962879004,avg_mrna=-0.26603710746464315,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=-0.25489224962879004,end_mrna=-0.24207156119972859,avg_mrna=-0.24788186998303224,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=-0.2395270305647338,end_mrna=-0.2231435513142097,avg_mrna=-0.22991219066076105,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=-0.2231435513142097,end_mrna=-0.21072103131565253,avg_mrna=-0.2168748409248057,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=-0.21072103131565253,end_mrna=-0.19237189264745613,avg_mrna=-0.2039189981680422,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=-0.19237189264745613,end_mrna=-0.17078832098028163,avg_mrna=-0.1814515470532097,bin_k_given_mrna=0.05555555555555555 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=-0.17078832098028163,end_mrna=-0.15082288973458366,avg_mrna=-0.1612703152924878,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=-0.15082288973458366,end_mrna=-0.13581972314253485,avg_mrna=-0.14414590544116454,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=-0.13581972314253485,end_mrna=-0.11653381625595151,avg_mrna=-0.1257114595748593,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=-0.11653381625595151,end_mrna=-0.0998203352822109,avg_mrna=-0.10729600269993658,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=-0.0998203352822109,end_mrna=-0.08012604447928484,avg_mrna=-0.08947433954468763,bin_k_given_mrna=0.037037037037037035 DEBUG:(HIST_CV estimates) Fold=1,BINSIZE=52.0 (52),start_mrna=-0.08012604447928484,end_mrna=-0.0650719967437148,avg_mrna=-0.07193845002276339,bin_k_given_mrna=0.07407407407407407 DEBUG:(HIST_CV estima