Run
1570075

Run 1570075

Task 23 (Supervised Classification) cmc 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
0.7053
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5392
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2846
Cross-validation details (10-fold Crossvalidation)
KB relative information score
349.92
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3576
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4308
Cross-validation details (10-fold Crossvalidation)
Number of instances
1473
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5415
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5397
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5392
Cross-validation details (10-fold Crossvalidation)
Recall
0.5397
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8301
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4641
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4399
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9479
Cross-validation details (10-fold Crossvalidation)