Run
572217

Run 572217

Task 14965 (Supervised Classification) bank-marketing Uploaded 07-05-2016 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
0.7261
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8795
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4309
Cross-validation details (10-fold Crossvalidation)
KB relative information score
10122.8644
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1234
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2066
Cross-validation details (10-fold Crossvalidation)
Number of instances
45211
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8828
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8766
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.8766
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5971
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3513
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0929
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
32.372
UserCPU time millis testing
30.493
UserCPU time millis training
1.879