Run
54764

Run 54764

Task 36 (Supervised Classification) segment 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
0.9996 ± 0.0004
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9831 ± 0.0118
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9803 ± 0.0138
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.9527 ± 0.0093
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0213 ± 0.0034
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2449
Cross-validation details (10-fold Crossvalidation)
Number of instances
2310
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9832 ± 0.0111
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9831 ± 0.0118
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.8074
Cross-validation details (10-fold Crossvalidation)
Recall
0.9831 ± 0.0118
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0868 ± 0.0141
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3499
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0707 ± 0.0111
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.202 ± 0.0317
Cross-validation details (10-fold Crossvalidation)