OpenML
7936856

Run 7936856

Task 14965 (Supervised Classification) bank-marketing Uploaded 26-09-2017 by Giuseppe Casalicchio
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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)_minsplit64
mlr.classif.rpart.imputed.dummied.preproc(1)_minbucket8
mlr.classif.rpart.imputed.dummied.preproc(1)_cp0.00204609364733743
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
0.8488
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.893
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4422
Cross-validation details (10-fold Crossvalidation)
KB relative information score
7495.6331
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1446
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
0.8901
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9023
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.9023
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6999
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2707
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8423
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
16.426
UserCPU time millis testing
0.427
UserCPU time millis training
15.999