Run
65325

Run 65325

Task 55 (Supervised Classification) vote Uploaded 20-11-2014 by Jan van Rijn
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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
0.9708 ± 0.0156
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9404 ± 0.0343
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8745 ± 0.0714
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.8152 ± 0.0494
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0903 ± 0.0228
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4742 ± 0.0019
Cross-validation details (10-fold Crossvalidation)
Number of instances
435
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9406 ± 0.032
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9402 ± 0.0345
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9623 ± 0.0056
Cross-validation details (10-fold Crossvalidation)
Recall
0.9402 ± 0.0345
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1904 ± 0.0486
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4869 ± 0.002
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2281 ± 0.0429
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4685 ± 0.0886
Cross-validation details (10-fold Crossvalidation)