Run
54734

Run 54734

Task 3 (Supervised Classification) kr-vs-kp Uploaded 09-11-2014 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
0.9994 ± 0.0015
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9941 ± 0.0056
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9881 ± 0.0113
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.9502 ± 0.0109
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.03 ± 0.0055
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.499 ± 0
Cross-validation details (10-fold Crossvalidation)
Number of instances
3196
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9941 ± 0.0055
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9941 ± 0.0056
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9986 ± 0.0001
Cross-validation details (10-fold Crossvalidation)
Recall
0.9941 ± 0.0056
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0601 ± 0.011
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4995 ± 0
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.084 ± 0.0206
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.1682 ± 0.0413
Cross-validation details (10-fold Crossvalidation)