Run
2007553

Run 2007553

Task 3522 (Supervised Classification) tr11.wc Uploaded 06-04-2017 by Jan van Rijn
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Flow

weka.FilteredClassifier_J48(2)Weka implementation of FilteredClassifier
weka.J48(28)_C0.25
weka.J48(28)_M2
weka.FilteredClassifier_J48(2)_Fweka.filters.unsupervised.attribute.PrincipalComponents -R 0.95 -A 5 -M -1
weka.FilteredClassifier_J48(2)_Wweka.classifiers.trees.J48

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

17 Evaluation measures

Area under ROC curve
0.7342
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5302
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.428
Cross-validation details (10-fold Crossvalidation)
KB relative information score
178.8784
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1046
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1808
Cross-validation details (10-fold Crossvalidation)
Number of instances
414
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.527
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5386
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.7236
Cross-validation details (10-fold Crossvalidation)
Recall
0.5386
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5782
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3004
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3045
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0137
Cross-validation details (10-fold Crossvalidation)