Run
65355

Run 65355

Task 31 (Supervised Classification) credit-g 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
0.6395 ± 0.1407
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7177 ± 0.0345
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2991 ± 0.204
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.221 ± 0.0294
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3198 ± 0.0165
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4202
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7292 ± 0.0349
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.746 ± 0.0414
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8813
Cross-validation details (10-fold Crossvalidation)
Recall
0.746 ± 0.0414
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7611 ± 0.0392
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4525 ± 0.0705
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9873 ± 0.1538
Cross-validation details (10-fold Crossvalidation)