Run
54746

Run 54746

Task 15 (Supervised Classification) breast-w 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
0.9904 ± 0.0095
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9686 ± 0.0221
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9307 ± 0.0492
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.8877 ± 0.0365
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0546 ± 0.0152
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4519 ± 0.0014
Cross-validation details (10-fold Crossvalidation)
Number of instances
699
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9689 ± 0.0223
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9685 ± 0.0221
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9293 ± 0.0043
Cross-validation details (10-fold Crossvalidation)
Recall
0.9685 ± 0.0221
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1208 ± 0.0336
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4753 ± 0.0015
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1603 ± 0.0381
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3372 ± 0.08
Cross-validation details (10-fold Crossvalidation)