Run
2152890

Run 2152890

Task 43 (Supervised Classification) spambase Uploaded 16-05-2017 by Philippe ROUSSILLE
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  • gateau_au_chocolat modelage_test poc set2 test
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Flow

decisionStumpAdaboost(1)A flow using decisionStump & AdaBOOST for the POC.

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
0.9569 ± 0.0131
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9012 ± 0.0255
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7929 ± 0.0534
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3231.5963 ± 15.3612
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1504 ± 0.0143
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
0.9012 ± 0.0254
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9013 ± 0.0254
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.9013 ± 0.0254
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.315 ± 0.03
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
0.276 ± 0.0254
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5649 ± 0.052
Cross-validation details (10-fold Crossvalidation)