Run
7343683

Run 7343683

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)_alpha0.649362753378227
mlr.classif.glmnet(11)_s0.01
mlr.classif.glmnet(11)_lambda0.00590607906310621
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
0.761
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5311
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1249
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-3418.4328
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3218
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
0.859
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4709
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.4709
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.3355
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4002
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1535
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1332.4066
UserCPU time millis
2803.503
UserCPU time millis testing
0.355
UserCPU time millis training
2803.148