Run
7118837

Run 7118837

Task 7295 (Supervised Classification) Click_prediction_small Uploaded 04-09-2017 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)_alpha0.146015418693423
mlr.classif.glmnet(11)_s0.01
mlr.classif.glmnet(11)_lambda0.0026021721958621
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
0.623
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
16.8056
Cross-validation details (10-fold Crossvalidation)
F measure
0.756
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0035
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-3159.5672
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2735
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2801
Cross-validation details (10-fold Crossvalidation)
Number of instances
39948
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8181
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8318
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6541
Cross-validation details (10-fold Crossvalidation)
Recall
0.8318
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9762
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3695
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9875
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1276.8452
Total cost
671350
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.128
UserCPU time millis testing
0.066
UserCPU time millis training
1.062