OpenML
8257247

Run 8257247

Task 14965 (Supervised Classification) bank-marketing Uploaded 26-10-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees660
mlr.classif.ranger(9)_mtry4
mlr.classif.ranger(9)_min.node.size378
mlr.classif.ranger(9)_sample.fraction0.904174352996051
mlr.classif.ranger(9)_num.threads1
mlr.classif.ranger(9)_verboseFALSE
mlr.classif.ranger(9)_openml.seed1
mlr.classif.ranger(9)_openml.kindMersenne-Twister
mlr.classif.ranger(9)_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
0.9225
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8831
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3613
Cross-validation details (10-fold Crossvalidation)
KB relative information score
6152.4907
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.143
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
0.8867
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9017
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.9017
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6924
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2588
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8051
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1700.9406
UserCPU time millis
260.14
UserCPU time millis testing
10.595
UserCPU time millis training
249.545