Run
54766

Run 54766

Task 38 (Supervised Classification) ecoli 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
0.9672 ± 0.0221
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8062 ± 0.0587
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.7292 ± 0.0654
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0626 ± 0.011
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1828 ± 0.002
Cross-validation details (10-fold Crossvalidation)
Number of instances
336
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8601 ± 0.0437
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.1906 ± 0.118
Cross-validation details (10-fold Crossvalidation)
Recall
0.8601 ± 0.0437
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3422 ± 0.0582
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3016 ± 0.0033
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1683 ± 0.0242
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5581 ± 0.0777
Cross-validation details (10-fold Crossvalidation)