Run
1571003

Run 1571003

Task 3485 (Supervised Classification) scene Uploaded 18-07-2016 by Jan van Rijn
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Flow

weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_J48(4)Weka implementation of AttributeSelectedClassifier
weka.J48(33)_C0.25
weka.J48(33)_M2
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_J48(4)_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
0.8962
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9429
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8052
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1821.8139
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0615
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2942
Cross-validation details (10-fold Crossvalidation)
Number of instances
2407
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9427
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9431
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6786
Cross-validation details (10-fold Crossvalidation)
Recall
0.9431
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2092
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3834
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2344
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6114
Cross-validation details (10-fold Crossvalidation)