Run
54749

Run 54749

Task 16 (Supervised Classification) mfeat-karhunen 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
0.9984 ± 0.0012
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.968 ± 0.0097
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9644 ± 0.0109
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.81 ± 0.0084
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.064 ± 0.0023
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
0.9684 ± 0.009
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.968 ± 0.0098
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3219
Cross-validation details (10-fold Crossvalidation)
Recall
0.968 ± 0.0098
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3556 ± 0.013
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1285 ± 0.0042
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4283 ± 0.0141
Cross-validation details (10-fold Crossvalidation)