Run
8634699

Run 8634699

Task 145833 (Supervised Classification) bank-marketing Uploaded 10-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees1364
mlr.classif.ranger(15)_mtry12
mlr.classif.ranger(15)_min.node.size2
mlr.classif.ranger(15)_sample.fraction0.528855130658485
mlr.classif.ranger(15)_num.threads1
mlr.classif.ranger(15)_verboseFALSE
mlr.classif.ranger(15)_openml.seed1
mlr.classif.ranger(15)_openml.kindMersenne-Twister
mlr.classif.ranger(15)_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
0.9287
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9003
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4898
Cross-validation details (10-fold Crossvalidation)
KB relative information score
8945.3968
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1304
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
0.8974
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9064
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.9064
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.631
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2525
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7856
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1485.3539
Total cost
UserCPU time millis
1449.47
UserCPU time millis testing
44.97
UserCPU time millis training
1404.5