Run
8722878

Run 8722878

Task 145833 (Supervised Classification) bank-marketing Uploaded 29-12-2017 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.trees1885
mlr.classif.ranger(9)_mtry13
mlr.classif.ranger(9)_min.node.size266
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.167282209824771
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
0.9116
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8845
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.38
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5270.3458
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1454
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
0.8836
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8996
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.8996
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7039
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2643
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8224
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1830.2533
UserCPU time millis
646.153
UserCPU time millis testing
23.095
UserCPU time millis training
623.058