Run
54791

Run 54791

Task 60 (Supervised Classification) zoo 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
0.9968 ± 0.0035
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9381 ± 0.0256
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9219 ± 0.0674
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.9059 ± 0.0605
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0281 ± 0.0126
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2188 ± 0.0019
Cross-validation details (10-fold Crossvalidation)
Number of instances
101
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9379
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9406 ± 0.0516
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.3926 ± 0.0734
Cross-validation details (10-fold Crossvalidation)
Recall
0.9406 ± 0.0516
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1284 ± 0.0573
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3294 ± 0.003
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1025 ± 0.0437
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.311 ± 0.1322
Cross-validation details (10-fold Crossvalidation)
Total cost