Run
8024727

Run 8024727

Task 145833 (Supervised Classification) bank-marketing Uploaded 17-10-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees472
mlr.classif.ranger(9)_mtry7
mlr.classif.ranger(9)_min.node.size61
mlr.classif.ranger(9)_sample.fraction0.564890544861555
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
0.9293
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8976
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4695
Cross-validation details (10-fold Crossvalidation)
KB relative information score
8745.8619
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1322
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
0.895
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9057
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.9057
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.64
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2526
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.786
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1962.8468
UserCPU time millis
170.102
UserCPU time millis testing
6.963
UserCPU time millis training
163.139