Run
54779

Run 54779

Task 47 (Supervised Classification) tae 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
0.765 ± 0.1145
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6028 ± 0.133
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4045 ± 0.1966
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.3507 ± 0.1103
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3256 ± 0.049
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4443 ± 0.0003
Cross-validation details (10-fold Crossvalidation)
Number of instances
151
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6065 ± 0.1499
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6026 ± 0.1278
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5845 ± 0.0019
Cross-validation details (10-fold Crossvalidation)
Recall
0.6026 ± 0.1278
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7328 ± 0.1108
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4713 ± 0.0003
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4267 ± 0.0514
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9052 ± 0.1096
Cross-validation details (10-fold Crossvalidation)