Run
54780

Run 54780

Task 48 (Supervised Classification) heart-c 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
0.9087 ± 0.0392
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8349 ± 0.0598
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6669 ± 0.1215
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.5558 ± 0.0611
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0943 ± 0.0106
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2004 ± 0.0005
Cross-validation details (10-fold Crossvalidation)
Number of instances
303
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8348 ± 0.0544
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.835 ± 0.0571
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.0084 ± 0.0035
Cross-validation details (10-fold Crossvalidation)
Recall
0.835 ± 0.0571
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4708 ± 0.0533
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.315 ± 0.0008
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2184 ± 0.0276
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6932 ± 0.0881
Cross-validation details (10-fold Crossvalidation)