Run
2147272

Run 2147272

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

j48(1)A flow using j48 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
0.9458 ± 0.0132
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9271 ± 0.0167
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8472 ± 0.0354
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3751.0753 ± 15.1421
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0918 ± 0.0152
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
0.9271 ± 0.0165
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9272 ± 0.0165
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.9272 ± 0.0165
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1923 ± 0.0319
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
0.2572 ± 0.0276
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5263 ± 0.0565
Cross-validation details (10-fold Crossvalidation)