Run
8389361

Run 8389361

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.trees446
mlr.classif.ranger(13)_mtry14
mlr.classif.ranger(13)_min.node.size755
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.205679773422889
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
0.9005
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8702
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2854
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3787.3114
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1519
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
0.871
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8926
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.8926
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7351
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2698
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8395
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1181.4356
UserCPU time millis
539.576
UserCPU time millis testing
20.138
UserCPU time millis training
519.438