OpenML
1868285

Run 1868285

Task 14965 (Supervised Classification) bank-marketing Uploaded 28-03-2017 by Philipp Probst
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.glmnet(4)Learner mlr.classif.glmnet from package(s) glmnet.
mlr.classif.glmnet(4)_alpha0.0339528957847506
mlr.classif.glmnet(4)_s0.01
mlr.classif.glmnet(4)_lambda0.206261310853662
mlr.classif.glmnet(4)_openml.seed1
mlr.classif.glmnet(4)_openml.kindMersenne-Twister
mlr.classif.glmnet(4)_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.

17 Evaluation measures

Area under ROC curve
0.8998
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8408
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0813
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3870.4767
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1794
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
0.8678
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8866
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.8866
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8683
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2876
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8948
Cross-validation details (10-fold Crossvalidation)