OpenML
2147096

Run 2147096

Task 43 (Supervised Classification) spambase Uploaded 12-05-2017 by Philippe ROUSSILLE
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  • gateau_au_chocolat modelage_test poc set2 test
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Flow

J48Bagging(1)Just a 48Bagging workflow done with the 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
0.9774 ± 0.0081
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9416 ± 0.0201
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8776 ± 0.0424
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3753.8613 ± 15.5997
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0945 ± 0.015
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
0.9417 ± 0.02
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9418 ± 0.0199
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.9418 ± 0.0199
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1978 ± 0.0313
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
0.2158 ± 0.0279
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4417 ± 0.0571
Cross-validation details (10-fold Crossvalidation)