OpenML
7936853

Run 7936853

Task 14965 (Supervised Classification) bank-marketing Uploaded 26-09-2017 by Giuseppe Casalicchio
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Flow

mlr.classif.rpart.imputed.dummied.preproc(1)Learner mlr.classif.rpart.imputed.dummied.preproc from package(s) rpart.
mlr.classif.rpart.imputed.dummied.preproc(1)_minsplit128
mlr.classif.rpart.imputed.dummied.preproc(1)_minbucket16
mlr.classif.rpart.imputed.dummied.preproc(1)_cp0.00528098446332644
mlr.classif.rpart.imputed.dummied.preproc(1)_xval0
mlr.classif.rpart.imputed.dummied.preproc(1)_openml.seed1
mlr.classif.rpart.imputed.dummied.preproc(1)_openml.kindMersenne-Twister
mlr.classif.rpart.imputed.dummied.preproc(1)_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
0.7569
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8873
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4004
Cross-validation details (10-fold Crossvalidation)
KB relative information score
6470.9496
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1568
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
0.8853
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9003
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.9003
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7589
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2808
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8737
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
14.965
UserCPU time millis testing
0.568
UserCPU time millis training
14.397