OpenML
8324656

Run 8324656

Task 145833 (Supervised Classification) bank-marketing Uploaded 30-10-2017 by OpenML_Bot R
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  • AzureBot1 botV1 mlrRandomBot sciBenchV10
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mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees413
mlr.classif.ranger(13)_mtry11
mlr.classif.ranger(13)_min.node.size174
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.745305639086291
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
0.9301
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9004
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4877
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9400.2773
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1292
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
0.8977
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9072
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.9072
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6253
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.252
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7841
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1210.8885
UserCPU time millis
1550.219
UserCPU time millis testing
31.967
UserCPU time millis training
1518.252