Run
573143

Run 573143

Task 14965 (Supervised Classification) bank-marketing 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
0.8587
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
677.6753
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1546
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
0.7484
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3132
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9743
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
25.636
UserCPU time millis testing
24.459
UserCPU time millis training
1.177