OpenML
8355940

Run 8355940

Task 145833 (Supervised Classification) bank-marketing Uploaded 31-10-2017 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.trees65
mlr.classif.ranger(13)_mtry8
mlr.classif.ranger(13)_min.node.size925
mlr.classif.ranger(13)_sample.fraction0.617829212825745
mlr.classif.ranger(13)_respect.unordered.factorsTRUE
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
0.9183
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.885
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3871
Cross-validation details (10-fold Crossvalidation)
KB relative information score
6259.0291
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1415
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
0.8986
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.8986
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.685
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2611
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8122
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1213.3527
UserCPU time millis
129.989
UserCPU time millis testing
3.917
UserCPU time millis training
126.072