Run
65348

Run 65348

Task 22 (Supervised Classification) mfeat-zernike Uploaded 20-11-2014 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
0.9576 ± 0.0054
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7856 ± 0.0291
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7617 ± 0.0328
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.6645 ± 0.0205
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0925 ± 0.0035
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
0.7863 ± 0.0287
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7855 ± 0.0295
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3219
Cross-validation details (10-fold Crossvalidation)
Recall
0.7855 ± 0.0295
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5139 ± 0.0195
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1983 ± 0.006
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6612 ± 0.0201
Cross-validation details (10-fold Crossvalidation)