Run
54757

Run 54757

Task 27 (Supervised Classification) colic 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
0.8501 ± 0.0666
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8459 ± 0.072
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6663 ± 0.1537
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.5374 ± 0.1042
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2184 ± 0.0434
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4662 ± 0.0031
Cross-validation details (10-fold Crossvalidation)
Number of instances
368
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8467 ± 0.0671
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8478 ± 0.0678
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9503 ± 0.0091
Cross-validation details (10-fold Crossvalidation)
Recall
0.8478 ± 0.0678
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4684 ± 0.0925
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4827 ± 0.0032
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3769 ± 0.0746
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7808 ± 0.153
Cross-validation details (10-fold Crossvalidation)