Run
8694079

Run 8694079

Task 145833 (Supervised Classification) bank-marketing Uploaded 26-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees728
mlr.classif.ranger(9)_mtry8
mlr.classif.ranger(9)_min.node.size291
mlr.classif.ranger(9)_sample.fraction0.556248255772516
mlr.classif.ranger(9)_num.threads1
mlr.classif.ranger(9)_verboseFALSE
mlr.classif.ranger(9)_openml.seed1
mlr.classif.ranger(9)_openml.kindMersenne-Twister
mlr.classif.ranger(9)_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
0.9228
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8906
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4183
Cross-validation details (10-fold Crossvalidation)
KB relative information score
6905.2081
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1382
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
0.8893
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9031
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.9031
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.669
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2575
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8011
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1769.4687
UserCPU time millis
210.905
UserCPU time millis testing
8.91
UserCPU time millis training
201.995