Run
8855261

Run 8855261

Task 145833 (Supervised Classification) bank-marketing Uploaded 28-01-2018 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.trees236
mlr.classif.ranger(9)_mtry16
mlr.classif.ranger(9)_min.node.size278
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.234245233633555
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
0.9138
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8852
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3876
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5641.7627
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1433
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
0.8832
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.899
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.899
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6937
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2634
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8195
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1843.1261
UserCPU time millis
94.893
UserCPU time millis testing
1.902
UserCPU time millis training
92.991