Run
54880

Run 54880

Task 12 (Supervised Classification) mfeat-factors 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
0.9986 ± 0.0018
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.973 ± 0.0098
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.97 ± 0.0109
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.8864 ± 0.0101
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.04 ± 0.003
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.18
Cross-validation details (10-fold Crossvalidation)
Number of instances
2000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9731 ± 0.0092
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.973 ± 0.0098
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3219
Cross-validation details (10-fold Crossvalidation)
Recall
0.973 ± 0.0098
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2221 ± 0.0166
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0972 ± 0.0058
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.324 ± 0.0192
Cross-validation details (10-fold Crossvalidation)