Run
2148774

Run 2148774

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

smo(1)A flow using smo 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
0.8881 ± 0.0211
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9003 ± 0.0178
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7898 ± 0.038
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3631.1746 ± 16.8352
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0987 ± 0.0172
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
0.9022 ± 0.0168
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9013 ± 0.0172
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.9013 ± 0.0172
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2066 ± 0.0361
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
0.3141 ± 0.0275
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6428 ± 0.0562
Cross-validation details (10-fold Crossvalidation)