Run
1673065

Run 1673065

Task 3536 (Supervised Classification) oh10.wc Uploaded 21-07-2016 by Jan van Rijn
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Flow

weka.AttributeSelectedClassifier_J48(1)Weka implementation of AttributeSelectedClassifier
weka.J48(33)_C0.25
weka.J48(33)_M2
weka.AttributeSelectedClassifier_J48(1)_Eweka.attributeSelection.CfsSubsetEval -P 1 -E 1
weka.AttributeSelectedClassifier_J48(1)_Sweka.attributeSelection.BestFirst -D 1 -N 5
weka.AttributeSelectedClassifier_J48(1)_Wweka.classifiers.trees.J48

Result files

xml
Description

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

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

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

17 Evaluation measures

Area under ROC curve
0.9027
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7284
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6915
Cross-validation details (10-fold Crossvalidation)
KB relative information score
731.8187
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0628
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1768
Cross-validation details (10-fold Crossvalidation)
Number of instances
1050
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7343
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7286
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.2054
Cross-validation details (10-fold Crossvalidation)
Recall
0.7286
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3551
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2973
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1938
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.652
Cross-validation details (10-fold Crossvalidation)