Run
8363344

Run 8363344

Task 145833 (Supervised Classification) bank-marketing Uploaded 31-10-2017 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.trees786
mlr.classif.ranger(13)_mtry12
mlr.classif.ranger(13)_min.node.size54
mlr.classif.ranger(13)_sample.fraction0.187142120208591
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
0.9247
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.896
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4595
Cross-validation details (10-fold Crossvalidation)
KB relative information score
7989.0462
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1352
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
0.8933
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9046
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.9046
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6543
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2555
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7949
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1196.3688
UserCPU time millis
1108.223
UserCPU time millis testing
52.502
UserCPU time millis training
1055.721