Run
65360

Run 65360

Task 37 (Supervised Classification) diabetes 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.

17 Evaluation measures

Area under ROC curve
0.8195 ± 0.0416
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7585 ± 0.0379
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.463 ± 0.0834
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.3205 ± 0.0523
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3121 ± 0.0196
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4545 ± 0.0011
Cross-validation details (10-fold Crossvalidation)
Number of instances
768
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7573 ± 0.0401
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7617 ± 0.0387
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9331 ± 0.0032
Cross-validation details (10-fold Crossvalidation)
Recall
0.7617 ± 0.0387
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6868 ± 0.043
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4766 ± 0.0011
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4035 ± 0.0262
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8466 ± 0.0551
Cross-validation details (10-fold Crossvalidation)