OpenML
8292382

Run 8292382

Task 145833 (Supervised Classification) bank-marketing Uploaded 28-10-2017 by OpenML_Bot R
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees1783
mlr.classif.ranger(13)_mtry16
mlr.classif.ranger(13)_min.node.size247
mlr.classif.ranger(13)_sample.fraction0.520952488365583
mlr.classif.ranger(13)_respect.unordered.factorsTRUE
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
0.9266
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8982
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4734
Cross-validation details (10-fold Crossvalidation)
KB relative information score
8697.1037
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1316
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
0.8955
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9059
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.9059
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6367
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.254
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7904
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1287.5474
UserCPU time millis
5482.009
UserCPU time millis testing
118.184
UserCPU time millis training
5363.825