Run
54758

Run 54758

Task 29 (Supervised Classification) credit-approval Uploaded 10-11-2014 by Jan van Rijn
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Flow

RandomRules(1)A rule-based classifier.

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

17 Evaluation measures

Area under ROC curve
0.9253 ± 0.038
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8665 ± 0.0346
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7295 ± 0.0698
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.6178 ± 0.0584
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2012 ± 0.0268
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.494 ± 0.0008
Cross-validation details (10-fold Crossvalidation)
Number of instances
690
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8665 ± 0.034
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8667 ± 0.0347
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912 ± 0.0022
Cross-validation details (10-fold Crossvalidation)
Recall
0.8667 ± 0.0347
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4074 ± 0.0542
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.497 ± 0.0008
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3185 ± 0.0412
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6409 ± 0.083
Cross-validation details (10-fold Crossvalidation)