OpenML
4376144

Run 4376144

Task 14965 (Supervised Classification) bank-marketing Uploaded 05-07-2017 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.trees473
mlr.classif.ranger(13)_mtry1
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.141899188514799
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
0.8999
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8322
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0257
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2537.2108
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1767
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
0.8796
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8845
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.8845
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8552
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.284
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8835
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1322.6012
UserCPU time millis
281.801
UserCPU time millis testing
19.919
UserCPU time millis training
261.882