Run
8280110

Run 8280110

Task 145833 (Supervised Classification) bank-marketing Uploaded 27-10-2017 by OpenML_Bot R
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  • AzureBot1 botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees45
mlr.classif.ranger(13)_mtry1
mlr.classif.ranger(13)_min.node.size11
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.364149670512416
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
0.8956
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8345
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.04
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2445.2704
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1765
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
0.8741
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8851
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.8851
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8542
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2841
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8838
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1334.7034
UserCPU time millis
34.824
UserCPU time millis testing
2.189
UserCPU time millis training
32.635