Run
7332974

Run 7332974

Task 6566 (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)_alpha0.881761161377653
mlr.classif.glmnet(11)_s0.01
mlr.classif.glmnet(11)_lambda0.00373468821592172
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
0.8149
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.616
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1774
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-2416.9205
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2759
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
0.8649
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5541
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.5541
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.1452
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3709
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0688
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1322.9693
UserCPU time millis
2095.283
UserCPU time millis testing
0.29
UserCPU time millis training
2094.993