Run
8285271

Run 8285271

Task 145833 (Supervised Classification) bank-marketing Uploaded 28-10-2017 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.trees1447
mlr.classif.ranger(13)_mtry11
mlr.classif.ranger(13)_min.node.size167
mlr.classif.ranger(13)_sample.fraction0.478104574023746
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
0.9252
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8956
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4568
Cross-validation details (10-fold Crossvalidation)
KB relative information score
7911.4618
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1349
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
0.8929
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9044
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.9044
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6527
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2555
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.795
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1283.9497
UserCPU time millis
3111.147
UserCPU time millis testing
90.557
UserCPU time millis training
3020.59