Run
54784

Run 54784

Task 53 (Supervised Classification) vehicle 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
0.8649 ± 0.1489
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6717 ± 0.1644
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5665 ± 0.2218
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.5509 ± 0.1698
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2064 ± 0.0651
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3748 ± 0
Cross-validation details (10-fold Crossvalidation)
Number of instances
846
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6712 ± 0.1642
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6749 ± 0.1664
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.9991 ± 0.0004
Cross-validation details (10-fold Crossvalidation)
Recall
0.6749 ± 0.1664
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5506 ± 0.1736
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4329 ± 0
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3285 ± 0.0839
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7588 ± 0.1937
Cross-validation details (10-fold Crossvalidation)