=== Run information ===

Scheme:       weka.classifiers.trees.J48 -R -N 3 -Q 1 -M 5
Relation:     rule1_dataset_ver009_texclass2.txt
Instances:    190
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 (7.0)
a2 > 4
|   a12 <= 2: bad (45.0/10.0)
|   a12 > 2
|   |   a7 <= 80000
|   |   |   a4 <= 1223: bad (7.0)
|   |   |   a4 > 1223
|   |   |   |   a9 <= 1
|   |   |   |   |   a6 <= 0: bad (5.0)
|   |   |   |   |   a6 > 0: good (21.0/7.0)
|   |   |   |   a9 > 1: good (6.0)
|   |   a7 > 80000
|   |   |   a8 <= 28: good (31.0/2.0)
|   |   |   a8 > 28: bad (5.0/2.0)

Number of Leaves  : 	8

Size of the tree : 	15


Time taken to build model: 0.05 seconds

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

Correctly Classified Instances         126               66.3158 %
Incorrectly Classified Instances        64               33.6842 %
Kappa statistic                          0.3227
Mean absolute error                      0.401 
Root mean squared error                  0.4993
Relative absolute error                 80.5011 %
Root relative squared error            100.0539 %
Total Number of Instances              190     

=== Detailed Accuracy By Class ===

TP Rate   FP Rate   Precision   Recall  F-Measure   ROC Area  Class
  0.693     0.371      0.68      0.693     0.686      0.672    good
  0.629     0.307      0.644     0.629     0.636      0.672    bad

=== Confusion Matrix ===

  a  b   <-- classified as
 70 31 |  a = good
 33 56 |  b = bad



