Run
54767

Run 54767

Task 39 (Supervised Classification) sonar 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
0.9188 ± 0.0327
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8206 ± 0.0608
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6396 ± 0.1195
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.4842 ± 0.0627
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2746 ± 0.0303
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4978 ± 0.0011
Cross-validation details (10-fold Crossvalidation)
Number of instances
208
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8258 ± 0.0584
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8221 ± 0.0583
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9967 ± 0.0033
Cross-validation details (10-fold Crossvalidation)
Recall
0.8221 ± 0.0583
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5516 ± 0.0607
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4989 ± 0.0011
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3465 ± 0.0309
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6946 ± 0.0616
Cross-validation details (10-fold Crossvalidation)