OpenML
4377262

Run 4377262

Task 14965 (Supervised Classification) bank-marketing Uploaded 05-07-2017 by OpenML_Bot R
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees233
mlr.classif.ranger(13)_mtry12
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.261718767811544
mlr.classif.ranger(13)_num.threads1
mlr.classif.ranger(13)_verboseFALSE
mlr.classif.ranger(13)_openml.seed1
mlr.classif.ranger(13)_openml.kindMersenne-Twister
mlr.classif.ranger(13)_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.

21 Evaluation measures

Area under ROC curve
0.9281
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9003
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4897
Cross-validation details (10-fold Crossvalidation)
KB relative information score
8982.0717
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.131
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
0.8975
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9066
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.9066
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.634
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2527
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7863
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1299.684
UserCPU time millis
526.554
UserCPU time millis testing
19.176
UserCPU time millis training
507.378