Run
54787

Run 54787

Task 57 (Supervised Classification) ionosphere 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
0.9738 ± 0.0166
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9308 ± 0.0467
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8482 ± 0.103
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.7393 ± 0.0593
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1316 ± 0.0243
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4604 ± 0.004
Cross-validation details (10-fold Crossvalidation)
Number of instances
351
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9324 ± 0.0425
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9316 ± 0.0451
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9418 ± 0.0118
Cross-validation details (10-fold Crossvalidation)
Recall
0.9316 ± 0.0451
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2857 ± 0.0528
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4797 ± 0.0042
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2326 ± 0.044
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4848 ± 0.0909
Cross-validation details (10-fold Crossvalidation)