Run
8277713

Run 8277713

Task 145833 (Supervised Classification) bank-marketing Uploaded 27-10-2017 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.trees1927
mlr.classif.ranger(13)_mtry14
mlr.classif.ranger(13)_min.node.size88
mlr.classif.ranger(13)_sample.fraction0.446718981629238
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
0.9299
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9008
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4906
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9470.4658
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1291
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
0.8982
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9075
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.9075
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.625
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2516
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7827
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1331.07
UserCPU time millis
5368.959
UserCPU time millis testing
133.221
UserCPU time millis training
5235.738