Run
54762

Run 54762

Task 34 (Supervised Classification) postoperative-patient-data 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
0.2502 ± 0.0898
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1926 ± 0.0383
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2871 ± 0.0206
Cross-validation details (10-fold Crossvalidation)
Number of instances
90
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7111 ± 0.0574
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.983 ± 0.1899
Cross-validation details (10-fold Crossvalidation)
Recall
0.7111 ± 0.0574
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6709 ± 0.0922
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3755 ± 0.0276
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4389 ± 0.0447
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1688 ± 0.0465
Cross-validation details (10-fold Crossvalidation)