=== Run information ===

Scheme:       weka.classifiers.bayes.AODE -F 0
Relation:     man_discretize_re.csv-weka.filters.unsupervised.attribute.Remove-R2-9,12-13,15-23,26,28-64,66-70,72-73,75-82,84-87,89-91,93-106,108-114,116-118,120-129
Instances:    138
Attributes:   16
              Target
              AQR-Cd
              AQR-Ce
              AQR-Cu
              AQR-Pb
              AQR-Se
              AQR-Sm
              CHX-V
              CYN-Cu
              SDA-As
              SDA-Eu
              SDA-Na
              SDA-Si
              SPF-Bi
              SPF-Mg
              SPF-Pb
Test mode:    split 82% train, remainder test

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

The AODE Classifier
Class '(-inf-0.1]': Prior probability = 0.81


Class '(0.9-inf)': Prior probability = 0.19

Dataset: man_discretize_re.csv-weka.filters.unsupervised.attribute.Remove-R2-9,12-13,15-23,26,28-64,66-70,72-73,75-82,84-87,89-91,93-106,108-114,116-118,120-129
Instances: 138
Attributes: 16
Frequency limit for superParents: 0


Time taken to build model: 0.03 seconds

=== Evaluation on test split ===
=== Summary ===

Correctly Classified Instances          21               84      %
Incorrectly Classified Instances         4               16      %
Kappa statistic                          0.2424
Mean absolute error                      0.1843
Root mean squared error                  0.3301
Relative absolute error                 67.7744 %
Root relative squared error             98.6403 %
Total Number of Instances               25     

=== Detailed Accuracy By Class ===

TP Rate   FP Rate   Precision   Recall  F-Measure   Class
  0.909     0.667      0.909     0.909     0.909    '(-inf-0.1]'
  0.333     0.091      0.333     0.333     0.333    '(0.9-inf)'

=== Confusion Matrix ===

  a  b   <-- classified as
 20  2 |  a = '(-inf-0.1]'
  2  1 |  b = '(0.9-inf)'