Run
8046793

Run 8046793

Task 145833 (Supervised Classification) bank-marketing Uploaded 17-10-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees245
mlr.classif.ranger(9)_mtry1
mlr.classif.ranger(9)_min.node.size198
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.577391636907123
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
0.8951
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8288
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0043
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1831.1362
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1782
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
0.8886
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8833
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.8833
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8623
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2856
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8887
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1852.4707
UserCPU time millis
36.998
UserCPU time millis testing
1.987
UserCPU time millis training
35.011