Run
520782

Run 520782

Task 9899 (Supervised Classification) bank-marketing Uploaded 05-02-2016 by Rafael Gomes Mantovani
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Flow

classif.glmnet(3)Learner classif.glmnet from package(s) !glmnet.
classif.glmnet(3)_s0.01
classif.glmnet(3)_seed1
classif.glmnet(3)_kindMersenne-Twister
classif.glmnet(3)_normal.kindInversion

Result files

Description

XML file describing the run, including user-defined evaluation measures.

Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.6124
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8762
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3093
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1562.8077
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1024
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2041
Cross-validation details (10-fold Crossvalidation)
Number of instances
4521
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8788
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8976
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.516
Cross-validation details (10-fold Crossvalidation)
Recall
0.8976
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5019
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3193
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.32
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0022
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
3.212
UserCPU time millis testing
0.47
UserCPU time millis training
2.742