Run
54879

Run 54879

Task 11 (Supervised Classification) balance-scale 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
0.7715 ± 0.376
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6581 ± 0.3366
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3971 ± 0.5845
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.3097 ± 0.3928
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2951 ± 0.1646
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3798 ± 0.0012
Cross-validation details (10-fold Crossvalidation)
Number of instances
625
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6771 ± 0.3499
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6432 ± 0.3279
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.3181 ± 0.0124
Cross-validation details (10-fold Crossvalidation)
Recall
0.6432 ± 0.3279
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7772 ± 0.4323
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4356 ± 0.0014
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4114 ± 0.1674
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9445 ± 0.3831
Cross-validation details (10-fold Crossvalidation)