Run
7932074

Run 7932074

Task 14965 (Supervised Classification) bank-marketing Uploaded 15-09-2017 by Giuseppe Casalicchio
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Flow

mlr.classif.rda.imputed.preproc(1)Learner mlr.classif.rda.imputed.preproc from package(s) klaR.
mlr.classif.rda.imputed.preproc(1)_estimate.errorFALSE
mlr.classif.rda.imputed.preproc(1)_openml.seed1
mlr.classif.rda.imputed.preproc(1)_openml.kindMersenne-Twister
mlr.classif.rda.imputed.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
0.8438
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8881
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4125
Cross-validation details (10-fold Crossvalidation)
KB relative information score
12855.765
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.12
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
0.8849
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8989
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.8989
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5806
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2822
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.878
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1519.829
UserCPU time millis testing
2.604
UserCPU time millis training
1517.225