OpenML
8217669

Run 8217669

Task 14965 (Supervised Classification) bank-marketing Uploaded 24-10-2017 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.trees811
mlr.classif.ranger(9)_mtry14
mlr.classif.ranger(9)_min.node.size838
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.162909044674598
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
0.9031
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8639
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2393
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5036.3109
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1487
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
0.8693
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8918
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.8918
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7197
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2691
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8374
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
787.6645
UserCPU time millis
217.415
UserCPU time millis testing
11.398
UserCPU time millis training
206.017