Run
54778

Run 54778

Task 45 (Supervised Classification) splice 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
0.9932 ± 0.0037
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9554 ± 0.0167
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9276 ± 0.0269
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.8 ± 0.0155
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1102 ± 0.0068
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4101 ± 0.0003
Cross-validation details (10-fold Crossvalidation)
Number of instances
3190
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.956 ± 0.0161
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9552 ± 0.0169
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.4802 ± 0.0018
Cross-validation details (10-fold Crossvalidation)
Recall
0.9552 ± 0.0169
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2687 ± 0.0166
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4528 ± 0.0003
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1809 ± 0.012
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3995 ± 0.0264
Cross-validation details (10-fold Crossvalidation)