Run
1810087

Run 1810087

Task 3534 (Supervised Classification) ohscal.wc Uploaded 26-07-2016 by Jan van Rijn
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Flow

weka.JRip(5)William W. Cohen: Fast Effective Rule Induction. In: Twelfth International Conference on Machine Learning, 115-123, 1995.
weka.JRip(5)_F3
weka.JRip(5)_N2.0
weka.JRip(5)_O2
weka.JRip(5)_S1

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
0.8854
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6752
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6212
Cross-validation details (10-fold Crossvalidation)
KB relative information score
6387.974
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0938
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1787
Cross-validation details (10-fold Crossvalidation)
Number of instances
11162
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7167
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6638
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.2759
Cross-validation details (10-fold Crossvalidation)
Recall
0.6638
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5251
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2989
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2234
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7473
Cross-validation details (10-fold Crossvalidation)