Run
8292017

Run 8292017

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.trees462
mlr.classif.ranger(13)_mtry14
mlr.classif.ranger(13)_min.node.size516
mlr.classif.ranger(13)_sample.fraction0.868996510375291
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
0.9255
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8973
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4687
Cross-validation details (10-fold Crossvalidation)
KB relative information score
8454.7559
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1324
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
0.8945
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9052
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.9052
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.641
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2548
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7928
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1309.0279
UserCPU time millis
1785.346
UserCPU time millis testing
29.098
UserCPU time millis training
1756.248