Run
54761

Run 54761

Task 33 (Supervised Classification) cylinder-bands 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
0.8994 ± 0.0684
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8288 ± 0.0616
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6479 ± 0.1272
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.433 ± 0.0901
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2961 ± 0.041
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4879 ± 0.0012
Cross-validation details (10-fold Crossvalidation)
Number of instances
540
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8291 ± 0.0636
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8296 ± 0.0604
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9825 ± 0.0035
Cross-validation details (10-fold Crossvalidation)
Recall
0.8296 ± 0.0604
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6068 ± 0.0841
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4939 ± 0.0012
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3615 ± 0.045
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7318 ± 0.0912
Cross-validation details (10-fold Crossvalidation)