Run
1815723

Run 1815723

Task 14965 (Supervised Classification) bank-marketing Uploaded 09-09-2016 by Michel Lang
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

mlr.classif.naiveBayes.preproc.preproc(4)Learner mlr.classif.naiveBayes.preproc.preproc from package(s) e1071.
mlr.classif.naiveBayes.preproc.preproc(4)_openml.seed1
mlr.classif.naiveBayes.preproc.preproc(4)_openml.kindMersenne-Twister
mlr.classif.naiveBayes.preproc.preproc(4)_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.

17 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)