Run
54736

Run 54736

Task 5 (Supervised Classification) arrhythmia Uploaded 09-11-2014 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
0.8705 ± 0.0388
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3154 ± 0.1002
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.3553 ± 0.0474
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0674 ± 0.0032
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0855 ± 0.0007
Cross-validation details (10-fold Crossvalidation)
Number of instances
452
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6327 ± 0.0527
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.4124 ± 0.0613
Cross-validation details (10-fold Crossvalidation)
Recall
0.6327 ± 0.0527
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7875 ± 0.0364
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2055 ± 0.0016
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1755 ± 0.0078
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8541 ± 0.0338
Cross-validation details (10-fold Crossvalidation)