Run
1840664

Run 1840664

Task 125966 (Supervised Classification) SpeedDating Uploaded 23-11-2016 by Armand Duijn
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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
0.6635
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8358
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3609
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1313.7523
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.225
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2752
Cross-validation details (10-fold Crossvalidation)
Number of instances
8378
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8311
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.85
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6457
Cross-validation details (10-fold Crossvalidation)
Recall
0.85
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8174
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3709
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3458
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9323
Cross-validation details (10-fold Crossvalidation)