Run
1673062

Run 1673062

Task 3529 (Supervised Classification) oh5.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
0.9441
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8324
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8039
Cross-validation details (10-fold Crossvalidation)
KB relative information score
723.2371
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0453
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1775
Cross-validation details (10-fold Crossvalidation)
Number of instances
918
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8519
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8257
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.2382
Cross-validation details (10-fold Crossvalidation)
Recall
0.8257
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2552
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2979
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1615
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5423
Cross-validation details (10-fold Crossvalidation)