OpenML
4386669

Run 4386669

Task 14965 (Supervised Classification) bank-marketing Uploaded 06-07-2017 by OpenML_Bot R
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  • AzureBot15 botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees1064
mlr.classif.ranger(13)_mtry1
mlr.classif.ranger(13)_sample.fraction0.999256313336082
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
0.9023
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8371
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0562
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3016.7278
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1749
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
0.8779
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8861
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.8861
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8464
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.282
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8775
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1300.2511
UserCPU time millis
932.399
UserCPU time millis testing
62.069
UserCPU time millis training
870.33