Run
9190251

Run 9190251

Task 145979 (Supervised Classification) spambase Uploaded 19-04-2018 by William Raynaut
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Flow

weka.kf.Bagging-JRip(1)A Weka KnowledgeFlow using Bagging-JRip.kf

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
0.9726 ± 0.0073
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9418 ± 0.0172
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8777 ± 0.0364
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3702.6054 ± 12.6462
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.102 ± 0.0121
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
0.942 ± 0.0168
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.942 ± 0.017
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.942 ± 0.017
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2136 ± 0.0254
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
0.2153 ± 0.0237
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4406 ± 0.0484
Cross-validation details (10-fold Crossvalidation)