Run
573212

Run 573212

Task 3946 (Supervised Classification) KDDCup09_churn Uploaded 29-05-2016 by Rafael Gomes Mantovani
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Flow

classif.naiveBayes(9)Learner classif.naiveBayes from package(s) e1071.
classif.naiveBayes(9)_openml.seed1
classif.naiveBayes(9)_openml.kindMersenne-Twister
classif.naiveBayes(9)_openml.normal.kindInversion

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.

20 Evaluation measures

Area under ROC curve
0.5176
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.1737
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0054
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-380730.8604
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.8412
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1361
Cross-validation details (10-fold Crossvalidation)
Number of instances
50000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8863
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.1588
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3787
Cross-validation details (10-fold Crossvalidation)
Recall
0.1588
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
6.1805
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2609
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.917
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
3.5154
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
378.054
UserCPU time millis testing
357.606
UserCPU time millis training
20.448