Run
7217933

Run 7217933

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)_alpha0.779690796742216
mlr.classif.glmnet(11)_s0.01
mlr.classif.glmnet(11)_lambda0.00424784869264678
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
0.815
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
-2419.4072
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2762
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
1.1463
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
1.069
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1263.4265
UserCPU time millis
2140.82
UserCPU time millis testing
0.278
UserCPU time millis training
2140.542