OpenML
2147216

Run 2147216

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

decisionStump(1)A flow using decisionStump 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
0.7762 ± 0.0297
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7754 ± 0.0184
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5248 ± 0.0414
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1591.2228 ± 8.3878
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3297 ± 0.0073
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
0.7784 ± 0.0137
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7798 ± 0.0129
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.7798 ± 0.0129
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6904 ± 0.0155
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
0.4116 ± 0.0101
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8424 ± 0.0208
Cross-validation details (10-fold Crossvalidation)