OpenML
8259737

Run 8259737

Task 14965 (Supervised Classification) bank-marketing Uploaded 26-10-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees892
mlr.classif.ranger(9)_mtry8
mlr.classif.ranger(9)_min.node.size440
mlr.classif.ranger(9)_sample.fraction0.932830582093447
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
0.9236
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8906
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4196
Cross-validation details (10-fold Crossvalidation)
KB relative information score
7066.7632
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1375
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
0.8891
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9029
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.9029
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6657
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.257
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7996
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1848.388
UserCPU time millis
419.178
UserCPU time millis testing
12.76
UserCPU time millis training
406.418