Run
7981017

Run 7981017

Task 145833 (Supervised Classification) bank-marketing Uploaded 17-10-2017 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.trees639
mlr.classif.ranger(9)_mtry6
mlr.classif.ranger(9)_min.node.size959
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.574815819179639
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
0.9119
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8791
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3339
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4358.712
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1493
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
0.8846
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9001
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.9001
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7224
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2655
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.826
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1831.0407
UserCPU time millis
148.096
UserCPU time millis testing
6.363
UserCPU time millis training
141.733