Run
65351

Run 65351

Task 25 (Supervised Classification) colic Uploaded 20-11-2014 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.

15 Evaluation measures

Area under ROC curve
0.5
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.2104 ± 0.0194
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.337 ± 0.0129
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4471 ± 0.0042
Cross-validation details (10-fold Crossvalidation)
Number of instances
368
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.663 ± 0.0129
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9219 ± 0.0125
Cross-validation details (10-fold Crossvalidation)
Recall
0.663 ± 0.0129
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7536 ± 0.0217
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4727 ± 0.0044
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5805 ± 0.0111
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2281 ± 0.0119
Cross-validation details (10-fold Crossvalidation)