Run
65317

Run 65317

Task 42 (Supervised Classification) haberman 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
0.2521 ± 0.0146
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2647 ± 0.01
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.39 ± 0.0047
Cross-validation details (10-fold Crossvalidation)
Number of instances
306
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7353 ± 0.01
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8338 ± 0.0146
Cross-validation details (10-fold Crossvalidation)
Recall
0.7353 ± 0.01
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6787 ± 0.0171
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4412 ± 0.0052
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5145 ± 0.0095
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1662 ± 0.0076
Cross-validation details (10-fold Crossvalidation)