OpenML
4388664

Run 4388664

Task 14965 (Supervised Classification) bank-marketing Uploaded 06-07-2017 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.trees180
mlr.classif.ranger(13)_mtry4
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.483795374562033
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
0.932
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8993
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4788
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9574.7241
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1296
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
0.8967
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.907
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.907
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6272
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2504
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7792
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1315.2965
UserCPU time millis
411.954
UserCPU time millis testing
18.789
UserCPU time millis training
393.165