OpenML
7965746

Run 7965746

Task 14965 (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.trees418
mlr.classif.ranger(9)_mtry1
mlr.classif.ranger(9)_min.node.size12
mlr.classif.ranger(9)_sample.fraction0.840072269714437
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
0.9015
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8361
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0502
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2859.837
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1756
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
0.8788
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8858
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.8858
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8499
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2825
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8791
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1854.4431
UserCPU time millis
66.091
UserCPU time millis testing
4.864
UserCPU time millis training
61.227