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trainingResult.txt
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trainingResult.txt
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=== Run information ===
Scheme:weka.classifiers.trees.J48 -C 0.25 -M 2
Relation: RATE
Instances: 152
Attributes: 8
PANIC
COURAGE
CHASEDBY
distanceWithMe
distanceWithSheperd
myHungryLevel
sheepHP
class
Test mode:10-fold cross-validation
=== Classifier model (full training set) ===
J48 pruned tree
------------------
sheepHP <= 73.1193: FAIL (48.0)
sheepHP > 73.1193
| distanceWithSheperd <= 15.61399
| | CHASEDBY <= 5: FAIL (78.0/14.0)
| | CHASEDBY > 5
| | | COURAGE <= 0.494561: SUCCESS (8.0/2.0)
| | | COURAGE > 0.494561: FAIL (3.0)
| distanceWithSheperd > 15.61399: SUCCESS (15.0/1.0)
Number of Leaves : 5
Size of the tree : 9
Time taken to build model: 0 seconds
=== Stratified cross-validation ===
=== Summary ===
Correctly Classified Instances 119 78.2895 %
Incorrectly Classified Instances 33 21.7105 %
Kappa statistic 0.3099
Mean absolute error 0.2583
Root mean squared error 0.4276
Relative absolute error 73.8674 %
Root relative squared error 102.5581 %
Total Number of Instances 152
=== Detailed Accuracy By Class ===
TP Rate FP Rate Precision Recall F-Measure ROC Area Class
0.382 0.102 0.52 0.382 0.441 0.724 SUCCESS
0.898 0.618 0.835 0.898 0.865 0.724 FAIL
Weighted Avg. 0.783 0.502 0.764 0.783 0.77 0.724
=== Confusion Matrix ===
a b <-- classified as
13 21 | a = SUCCESS
12 106 | b = FAIL