Run
7355485

Run 7355485

Task 6566 (Supervised Classification) Internet-Advertisements Uploaded 06-09-2017 by OpenML_Bot R
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Flow

mlr.classif.glmnet(11)Learner mlr.classif.glmnet from package(s) glmnet.
mlr.classif.glmnet(11)_alpha0.0980383604764938
mlr.classif.glmnet(11)_s0.01
mlr.classif.glmnet(11)_lambda0.708085176874152
mlr.classif.glmnet(11)_openml.seed1
mlr.classif.glmnet(11)_openml.kindMersenne-Twister
mlr.classif.glmnet(11)_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.

21 Evaluation measures

Area under ROC curve
0.9441
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8319
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1872
Cross-validation details (10-fold Crossvalidation)
KB relative information score
809.1721
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2012
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
0.8849
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8759
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.8759
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.835
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2961
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8534
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1253.4911
UserCPU time millis
4.683
UserCPU time millis testing
0.252
UserCPU time millis training
4.431