OpenML
4375402

Run 4375402

Task 14965 (Supervised Classification) bank-marketing Uploaded 05-07-2017 by OpenML_Bot R
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  • AzureBot15 botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees460
mlr.classif.ranger(13)_mtry2
mlr.classif.ranger(13)_sample.fraction0.809669175930321
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
0.9238
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8744
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2996
Cross-validation details (10-fold Crossvalidation)
KB relative information score
6930.2986
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1474
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
0.8851
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8993
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.8993
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7134
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2591
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8063
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1298.7691
UserCPU time millis
840.51
UserCPU time millis testing
48.559
UserCPU time millis training
791.951