Run
1971297

Run 1971297

Task 3951 (Supervised Classification) desharnais Uploaded 03-04-2017 by Wouter Nuijten
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Flow

weka.JRip(7)William W. Cohen: Fast Effective Rule Induction. In: Twelfth International Conference on Machine Learning, 115-123, 1995.
weka.JRip(7)_F4
weka.JRip(7)_N2.0
weka.JRip(7)_O4
weka.JRip(7)_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
0.7025
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7645
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5729
Cross-validation details (10-fold Crossvalidation)
KB relative information score
39.5791
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2043
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3804
Cross-validation details (10-fold Crossvalidation)
Number of instances
81
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7871
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7778
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.3765
Cross-validation details (10-fold Crossvalidation)
Recall
0.7778
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5372
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4348
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3605
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.829
Cross-validation details (10-fold Crossvalidation)