Run
8385615

Run 8385615

Task 145833 (Supervised Classification) bank-marketing Uploaded 01-11-2017 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.trees594
mlr.classif.ranger(13)_mtry2
mlr.classif.ranger(13)_min.node.size556
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.943470065807924
mlr.classif.ranger(13)_respect.unordered.factorsTRUE
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
0.9177
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8619
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.215
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4870.0911
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1546
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
0.8853
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8954
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.8954
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7483
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2648
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.824
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1199.7319
UserCPU time millis
751.45
UserCPU time millis testing
38.433
UserCPU time millis training
713.017