OpenML
8264742

Run 8264742

Task 14965 (Supervised Classification) bank-marketing Uploaded 27-10-2017 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.trees301
mlr.classif.ranger(9)_mtry2
mlr.classif.ranger(9)_min.node.size2
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.219641594192944
mlr.classif.ranger(9)_respect.unordered.factorsTRUE
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
0.926
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8794
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3341
Cross-validation details (10-fold Crossvalidation)
KB relative information score
6864.7344
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1457
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
0.8866
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.901
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.901
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7054
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2569
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7993
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1241.887
UserCPU time millis
181.886
UserCPU time millis testing
10.072
UserCPU time millis training
171.814