OpenML
8321139

Run 8321139

Task 145833 (Supervised Classification) bank-marketing Uploaded 30-10-2017 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.trees643
mlr.classif.ranger(13)_mtry15
mlr.classif.ranger(13)_min.node.size92
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.133269677427597
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
0.9238
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8976
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4697
Cross-validation details (10-fold Crossvalidation)
KB relative information score
8274.8638
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1341
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
0.8948
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9055
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.9055
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6489
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
0.7949
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1206.3609
UserCPU time millis
945.132
UserCPU time millis testing
39.254
UserCPU time millis training
905.878