=== Run information ===

Scheme:       weka.classifiers.trees.J48 -C 0.25 -M 2
Relation:     Generated ARFF File-weka.filters.unsupervised.attribute.Remove-R33-64-weka.filters.unsupervised.attribute.Remove-R1-8
Instances:    575
Attributes:   363
              [list of attributes omitted]
Test mode:    user supplied test set:  size unknown (reading incrementally)

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

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

meanCrossings6 <= 0
|   minElement3 <= -11173
|   |   rotationIndexFeature3 <= 9506.515625
|   |   |   firstQuartile3 <= -10111: Roll (82.0)
|   |   |   firstQuartile3 > -10111
|   |   |   |   meanCrossingsAll <= 25
|   |   |   |   |   activityUnitAll <= 5103.732295: B-T (45.0)
|   |   |   |   |   activityUnitAll > 5103.732295: M-S (43.0/1.0)
|   |   |   |   meanCrossingsAll > 25: F-B (38.0)
|   |   rotationIndexFeature3 > 9506.515625
|   |   |   meanCrossings2 <= 42
|   |   |   |   maxElement1 <= 417: F-B (2.0)
|   |   |   |   maxElement1 > 417: S-S (79.0)
|   |   |   meanCrossings2 > 42
|   |   |   |   maxElement5 <= 23426: F-B (2.0)
|   |   |   |   maxElement5 > 23426: L-R (64.0)
|   minElement3 > -11173: Default (90.0)
meanCrossings6 > 0
|   spectralLowHighBandQuotient0 <= 2.835926
|   |   rotationIndexFeature1 <= 334.609375
|   |   |   spectralEnergy4 <= 6535435792.992119
|   |   |   |   interQuartileRange2 <= 605: PeripheralBite (41.0)
|   |   |   |   interQuartileRange2 > 605: MolarBite (2.0)
|   |   |   spectralEnergy4 > 6535435792.992119
|   |   |   |   frequencyDifferenceOfSecondAndThirdQuartile0 <= 10.546875: MolarBite (2.0)
|   |   |   |   frequencyDifferenceOfSecondAndThirdQuartile0 > 10.546875: IncisorBite (4.0)
|   |   rotationIndexFeature1 > 334.609375: MolarBite (43.0/1.0)
|   spectralLowHighBandQuotient0 > 2.835926: IncisorBite (38.0)

Number of Leaves  : 	15

Size of the tree : 	29


Time taken to build model: 0.1 seconds

=== Evaluation on test set ===

Time taken to test model on supplied test set: 0.02 seconds

=== Summary ===

Correctly Classified Instances         267               86.129  %
Incorrectly Classified Instances        43               13.871  %
Kappa statistic                          0.8459
Mean absolute error                      0.0283
Root mean squared error                  0.1647
Relative absolute error                 15.6956 %
Root relative squared error             54.598  %
Total Number of Instances              310     

=== Detailed Accuracy By Class ===

                 TP Rate  FP Rate  Precision  Recall   F-Measure  MCC      ROC Area  PRC Area  Class
                 0.968    0.000    1.000      0.968    0.984      0.982    0.984     0.971     B-T
                 1.000    0.007    0.939      1.000    0.969      0.966    0.996     0.939     Default
                 0.839    0.007    0.929      0.839    0.881      0.870    0.916     0.795     F-B
                 0.839    0.025    0.788      0.839    0.813      0.791    0.907     0.677     IncisorBite
                 0.935    0.000    1.000      0.935    0.967      0.964    0.968     0.942     L-R
                 1.000    0.014    0.886      1.000    0.939      0.934    0.993     0.886     M-S
                 0.710    0.086    0.478      0.710    0.571      0.526    0.791     0.361     MolarBite
                 0.419    0.007    0.867      0.419    0.565      0.576    0.969     0.679     PeripheralBite
                 0.968    0.000    1.000      0.968    0.984      0.982    0.984     0.971     Roll
                 0.935    0.007    0.935      0.935    0.935      0.928    0.964     0.882     S-S
Weighted Avg.    0.861    0.015    0.882      0.861    0.861      0.852    0.947     0.810     

=== Confusion Matrix ===

  a  b  c  d  e  f  g  h  i  j   <-- classified as
 30  0  0  0  0  1  0  0  0  0 |  a = B-T
  0 31  0  0  0  0  0  0  0  0 |  b = Default
  0  2 26  0  0  2  0  0  0  1 |  c = F-B
  0  0  0 26  0  0  5  0  0  0 |  d = IncisorBite
  0  0  1  0 29  0  0  0  0  1 |  e = L-R
  0  0  0  0  0 31  0  0  0  0 |  f = M-S
  0  0  0  7  0  0 22  2  0  0 |  g = MolarBite
  0  0  0  0  0  0 18 13  0  0 |  h = PeripheralBite
  0  0  0  0  0  0  1  0 30  0 |  i = Roll
  0  0  1  0  0  1  0  0  0 29 |  j = S-S