Run
54733

Run 54733

Task 2 (Supervised Classification) anneal 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.

17 Evaluation measures

Area under ROC curve
0.9756 ± 0.0185
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9315 ± 0.0346
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8287 ± 0.0765
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.7689 ± 0.0723
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0396 ± 0.0098
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1343 ± 0.0012
Cross-validation details (10-fold Crossvalidation)
Number of instances
898
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.933 ± 0.0322
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.931 ± 0.0338
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.1915 ± 0.0248
Cross-validation details (10-fold Crossvalidation)
Recall
0.931 ± 0.0338
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2947 ± 0.0716
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2582 ± 0.0024
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1384 ± 0.0293
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.536 ± 0.1114
Cross-validation details (10-fold Crossvalidation)