Run
7344417

Run 7344417

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)_alpha0.666884738719091
mlr.classif.glmnet(11)_s0.01
mlr.classif.glmnet(11)_lambda0.126068361076721
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
0.9145
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8609
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3367
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1094.481
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1787
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
0.8991
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8911
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.8911
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7417
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2725
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7855
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1298.7236
UserCPU time millis
4.827
UserCPU time millis testing
0.331
UserCPU time millis training
4.496