Run
54776

Run 54776

Task 43 (Supervised Classification) spambase 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
0.9827 ± 0.0088
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9471 ± 0.0143
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8889 ± 0.0303
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.7774 ± 0.025
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1192 ± 0.0112
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4776 ± 0.0002
Cross-validation details (10-fold Crossvalidation)
Number of instances
4601
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9471 ± 0.0139
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9472 ± 0.0141
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674 ± 0.0006
Cross-validation details (10-fold Crossvalidation)
Recall
0.9472 ± 0.0141
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2497 ± 0.0235
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4886 ± 0.0002
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.211 ± 0.0209
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4318 ± 0.0428
Cross-validation details (10-fold Crossvalidation)