Run
2148442

Run 2148442

Task 43 (Supervised Classification) spambase Uploaded 12-05-2017 by Philippe ROUSSILLE
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • gateau_au_chocolat modelage_test poc set2 test
Issue #Downvotes for this reason By


Flow

naivebayes(1)A flow using naivebayes 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
0.8379 ± 0.0126
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7965 ± 0.0127
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6007 ± 0.0212
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2587.4753 ± 11.4748
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2048 ± 0.0117
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
0.8441 ± 0.0071
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.795 ± 0.0123
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.795 ± 0.0123
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.429 ± 0.0244
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
0.4508 ± 0.0134
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9225 ± 0.0274
Cross-validation details (10-fold Crossvalidation)