Run
54745

Run 54745

Task 13 (Supervised Classification) breast-cancer 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.

15 Evaluation measures

Area under ROC curve
0.5
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.2364 ± 0.0215
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2972 ± 0.0143
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4183 ± 0.0058
Cross-validation details (10-fold Crossvalidation)
Number of instances
286
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7028 ± 0.0143
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8779 ± 0.0176
Cross-validation details (10-fold Crossvalidation)
Recall
0.7028 ± 0.0143
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7105 ± 0.0245
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.457 ± 0.0063
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5452 ± 0.0132
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1928 ± 0.0124
Cross-validation details (10-fold Crossvalidation)