=== Run information ===

Scheme:       weka.classifiers.trees.J48 -R -N 3 -Q 1 -M 5
Relation:     rule2_dataset_ver009_texclass2.txt
Instances:    212
Attributes:   14
              a1
              a2
              a3
              a4
              a5
              a6
              a7
              a8
              a9
              a10
              a11
              a12
              a13
              a14
Test mode:    10-fold cross-validation

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

J48 pruned tree
------------------

a2 <= 4: good (8.0)
a2 > 4
|   a3 <= 9320
|   |   a6 <= 0: bad (22.0/6.0)
|   |   a6 > 0
|   |   |   a10 <= 1: good (66.0/18.0)
|   |   |   a10 > 1: bad (6.0/2.0)
|   a3 > 9320: bad (40.0/4.0)

Number of Leaves  : 	5

Size of the tree : 	9


Time taken to build model: 0.03 seconds

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

Correctly Classified Instances         143               67.4528 %
Incorrectly Classified Instances        69               32.5472 %
Kappa statistic                          0.3491
Mean absolute error                      0.383 
Root mean squared error                  0.4835
Relative absolute error                 76.7695 %
Root relative squared error             96.7945 %
Total Number of Instances              212     

=== Detailed Accuracy By Class ===

TP Rate   FP Rate   Precision   Recall  F-Measure   ROC Area  Class
  0.683     0.333      0.651     0.683     0.667      0.694    good
  0.667     0.317      0.698     0.667     0.682      0.694    bad

=== Confusion Matrix ===

  a  b   <-- classified as
 69 32 |  a = good
 37 74 |  b = bad

