=== Run information ===

Scheme:       weka.classifiers.meta.CostSensitiveClassifier -cost-matrix "[0.0 0.91; 0.09 0.0]" -S 1 -W weka.classifiers.meta.Bagging -- -P 100 -S 1 -I 10 -W weka.classifiers.trees.RandomForest -- -I 10 -K 0 -S 1
Relation:     yeast_LengthOnly_TRAINING_prprob1_prspec200_peprob0_pespec0.arff
Instances:    14610
Attributes:   3
              1_length_aa
              2_molecular_weight
              MSdetectability
Test mode:    4-fold cross-validation

=== Classifier model (full training set) ===

CostSensitiveClassifier using reweighted training instances

weka.classifiers.meta.Bagging -P 100 -S 1 -I 10 -W weka.classifiers.trees.RandomForest -- -I 10 -K 0 -S 1

Classifier Model
All the base classifiers: 

Random forest of 10 trees, each constructed while considering 2 random features.
Out of bag error: 0.0026



Random forest of 10 trees, each constructed while considering 2 random features.
Out of bag error: 0.0027



Random forest of 10 trees, each constructed while considering 2 random features.
Out of bag error: 0.0027



Random forest of 10 trees, each constructed while considering 2 random features.
Out of bag error: 0.0026



Random forest of 10 trees, each constructed while considering 2 random features.
Out of bag error: 0.0024



Random forest of 10 trees, each constructed while considering 2 random features.
Out of bag error: 0.0031



Random forest of 10 trees, each constructed while considering 2 random features.
Out of bag error: 0.0019



Random forest of 10 trees, each constructed while considering 2 random features.
Out of bag error: 0.0028



Random forest of 10 trees, each constructed while considering 2 random features.
Out of bag error: 0.0023



Random forest of 10 trees, each constructed while considering 2 random features.
Out of bag error: 0.0026





Cost Matrix
 0 0.91
 0.09 0


Time taken to build model: 35.84 seconds

=== Stratified cross-validation ===
=== Summary ===

Correctly Classified Instances       11715               80.1848 %
Incorrectly Classified Instances      2895               19.8152 %
Kappa statistic                          0.1113
Mean absolute error                      0.2216
Root mean squared error                  0.3901
Relative absolute error                133.7563 %
Root relative squared error            135.5504 %
Total Number of Instances            14610     

=== Detailed Accuracy By Class ===

TP Rate   FP Rate   Precision   Recall  F-Measure   Class
  0.298     0.148      0.168     0.298     0.215    1
  0.852     0.702      0.924     0.852     0.887    0

=== Confusion Matrix ===

     a     b   <-- classified as
   396   935 |     a = 1
  1960 11319 |     b = 0