=== Run information === Scheme: weka.classifiers.meta.Bagging -P 100 -S 1 -I 10 -W weka.classifiers.trees.RandomForest -- -I 10 -K 0 -S 1 Relation: yeast_TRAINING_prprob1_prspec200_peprob0_pespec0.arff Instances: 14610 Attributes: 59 1_length_aa 2_molecular_weight 3_A 4_C 5_D 6_E 7_F 8_G 9_H 10_I 11_K 12_L 13_M 14_N 15_P 16_Q 17_R 18_S 19_T 20_V 21_W 22_Y 23_A_rel 24_C_rel 25_D_rel 26_E_rel 27_F_rel 28_G_rel 29_H_rel 30_I_rel 31_K_rel 32_L_rel 33_M_rel 34_N_rel 35_P_rel 36_Q_rel 37_R_rel 38_S_rel 39_T_rel 40_V_rel 41_W_rel 42_Y_rel 43_CHOP780201_sum 44_CHOP780201_avg 45_CHOP780202_sum 46_CHOP780202_avg 47_CHOP780203_sum 48_CHOP780203_avg 49_WERD780101_sum 50_WERD780101_avg 51_ZIMJ680104_sum 52_ZIMJ680104_avg 53_KLEP840101_sum 54_KLEP840101_avg 55_EISD860102_sum 56_EISD860102_avg 57_FAUJ880111_sum 58_FAUJ880111_avg MSdetectability Test mode: 4-fold cross-validation === Classifier model (full training set) === All the base classifiers: Random forest of 10 trees, each constructed while considering 6 random features. Out of bag error: 0 Random forest of 10 trees, each constructed while considering 6 random features. Out of bag error: 0.0001 Random forest of 10 trees, each constructed while considering 6 random features. Out of bag error: 0.0001 Random forest of 10 trees, each constructed while considering 6 random features. Out of bag error: 0 Random forest of 10 trees, each constructed while considering 6 random features. Out of bag error: 0 Random forest of 10 trees, each constructed while considering 6 random features. Out of bag error: 0.0001 Random forest of 10 trees, each constructed while considering 6 random features. Out of bag error: 0 Random forest of 10 trees, each constructed while considering 6 random features. Out of bag error: 0.0001 Random forest of 10 trees, each constructed while considering 6 random features. Out of bag error: 0.0001 Random forest of 10 trees, each constructed while considering 6 random features. Out of bag error: 0 Time taken to build model: 211.13 seconds === Stratified cross-validation === === Summary === Correctly Classified Instances 13597 93.0664 % Incorrectly Classified Instances 1013 6.9336 % Kappa statistic 0.4943 Mean absolute error 0.1096 Root mean squared error 0.2293 Relative absolute error 66.1401 % Root relative squared error 79.6943 % Total Number of Instances 14610 === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure Class 0.428 0.019 0.693 0.428 0.529 1 0.981 0.572 0.945 0.981 0.963 0 === Confusion Matrix === a b <-- classified as 570 761 | a = 1 252 13027 | b = 0