Run
8284791

Run 8284791

Task 145833 (Supervised Classification) bank-marketing Uploaded 28-10-2017 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.trees237
mlr.classif.ranger(13)_mtry9
mlr.classif.ranger(13)_min.node.size1
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.441181167168543
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
0.9287
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8997
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4861
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9219.1308
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1293
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
0.8968
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9061
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.9061
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.626
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2525
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7856
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1309.4364
UserCPU time millis
726.799
UserCPU time millis testing
24.556
UserCPU time millis training
702.243