Run
1871331

Run 1871331

Task 6566 (Supervised Classification) Internet-Advertisements Uploaded 28-03-2017 by Philipp Probst
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Flow

mlr.classif.glmnet(4)Learner mlr.classif.glmnet from package(s) glmnet.
mlr.classif.glmnet(4)_alpha0.817098705330864
mlr.classif.glmnet(4)_s0.01
mlr.classif.glmnet(4)_lambda0.0150401508669385
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
0.9541
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9644
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8458
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2337.3182
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0769
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2409
Cross-validation details (10-fold Crossvalidation)
Number of instances
3279
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9666
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9661
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9661
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3191
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1725
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4972
Cross-validation details (10-fold Crossvalidation)