Run
8388176

Run 8388176

Task 145833 (Supervised Classification) bank-marketing Uploaded 01-11-2017 by OpenML_Bot R
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  • AzureBot1 botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees1237
mlr.classif.ranger(13)_mtry1
mlr.classif.ranger(13)_min.node.size9
mlr.classif.ranger(13)_sample.fraction0.524280407978222
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
0.9016
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8359
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0488
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2880.3713
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1756
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
0.8808
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8858
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.8858
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.85
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2828
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8799
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1207.7619
UserCPU time millis
846.332
UserCPU time millis testing
70.593
UserCPU time millis training
775.739