OpenML
1864562

Run 1864562

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)_alpha0.748000943334773
mlr.classif.glmnet(4)_s0.01
mlr.classif.glmnet(4)_lambda0.00107600526392931
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
0.9077
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8874
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.398
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9369.269
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1404
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
0.8865
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9014
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.9014
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6797
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2668
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8301
Cross-validation details (10-fold Crossvalidation)