Run
54785

Run 54785

Task 54 (Supervised Classification) hepatitis 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
0.534 ± 0.1213
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7161 ± 0.0602
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0429 ± 0.1127
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.2158 ± 0.1055
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2223 ± 0.0311
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3299 ± 0.0138
Cross-validation details (10-fold Crossvalidation)
Number of instances
155
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7026 ± 0.082
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7806 ± 0.0342
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7347 ± 0.0454
Cross-validation details (10-fold Crossvalidation)
Recall
0.7806 ± 0.0342
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6738 ± 0.0852
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4048 ± 0.0166
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4399 ± 0.0414
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0868 ± 0.0717
Cross-validation details (10-fold Crossvalidation)