Run
572207

Run 572207

Task 14965 (Supervised Classification) bank-marketing Uploaded 07-05-2016 by Rafael Gomes Mantovani
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Flow

classif.glmnet(5)Learner classif.glmnet from package(s) glmnet.
classif.glmnet(5)_openml.seed1
classif.glmnet(5)_openml.kindMersenne-Twister
classif.glmnet(5)_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.

20 Evaluation measures

Area under ROC curve
0.629
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8807
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3474
Cross-validation details (10-fold Crossvalidation)
KB relative information score
16739.6098
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1001
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
0.8837
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8999
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.8999
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4845
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3164
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9844
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
47.549
UserCPU time millis testing
0.623
UserCPU time millis training
46.926