Run
8291908

Run 8291908

Task 145833 (Supervised Classification) bank-marketing Uploaded 28-10-2017 by OpenML_Bot R
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees246
mlr.classif.ranger(13)_mtry6
mlr.classif.ranger(13)_min.node.size3
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.222059687343426
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
0.9296
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8985
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4731
Cross-validation details (10-fold Crossvalidation)
KB relative information score
8695.1906
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1325
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
0.8959
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9066
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.9066
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6411
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2523
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7848
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1282.3613
UserCPU time millis
381.994
UserCPU time millis testing
21.902
UserCPU time millis training
360.092