Run
8193888

Run 8193888

Task 145833 (Supervised Classification) bank-marketing Uploaded 19-10-2017 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.trees571
mlr.classif.ranger(9)_mtry13
mlr.classif.ranger(9)_min.node.size16
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.144209343916737
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
0.926
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8987
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4781
Cross-validation details (10-fold Crossvalidation)
KB relative information score
8145.0519
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1345
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
0.8959
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.906
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.906
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6508
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2544
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7915
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1726.065
UserCPU time millis
266.983
UserCPU time millis testing
9.005
UserCPU time millis training
257.978