Run
8621607

Run 8621607

Task 145833 (Supervised Classification) bank-marketing Uploaded 07-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees1170
mlr.classif.ranger(15)_mtry4
mlr.classif.ranger(15)_min.node.size1987
mlr.classif.ranger(15)_sample.fraction0.518994099018164
mlr.classif.ranger(15)_respect.unordered.factorsTRUE
mlr.classif.ranger(15)_num.threads1
mlr.classif.ranger(15)_verboseFALSE
mlr.classif.ranger(15)_openml.seed1
mlr.classif.ranger(15)_openml.kindMersenne-Twister
mlr.classif.ranger(15)_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
0.9111
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8605
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2064
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4205.4112
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1554
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
0.8848
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8949
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.8949
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7522
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2682
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8343
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1310.8679
UserCPU time millis
282.84
UserCPU time millis testing
20.21
UserCPU time millis training
262.63