Run
7224048

Run 7224048

Task 146085 (Supervised Classification) Internet-Advertisements Uploaded 05-09-2017 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)_alpha0.436068544397131
mlr.classif.glmnet(11)_s0.01
mlr.classif.glmnet(11)_lambda0.123746931728682
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
0.9446
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9061
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5659
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1428.8702
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1555
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
0.9248
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9198
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9198
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6452
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.247
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7119
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1269.1557
UserCPU time millis
4.736
UserCPU time millis testing
0.292
UserCPU time millis training
4.444