Run
54782

Run 54782

Task 50 (Supervised Classification) heart-h 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
0.8589 ± 0.0539
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.794 ± 0.0582
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.55 ± 0.1207
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.4577 ± 0.0802
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1019 ± 0.0135
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1867 ± 0.0016
Cross-validation details (10-fold Crossvalidation)
Number of instances
294
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7934 ± 0.0561
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7959 ± 0.0565
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9577 ± 0.0117
Cross-validation details (10-fold Crossvalidation)
Recall
0.7959 ± 0.0565
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5459 ± 0.0699
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3037 ± 0.0026
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2467 ± 0.0272
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8121 ± 0.0855
Cross-validation details (10-fold Crossvalidation)