Run
7117182

Run 7117182

Task 7295 (Supervised Classification) Click_prediction_small Uploaded 04-09-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • AzureBot8 botV1 mlrRandomBot sciBenchV1.0
Issue #Downvotes for this reason By


Flow

mlr.classif.glmnet(11)Learner mlr.classif.glmnet from package(s) glmnet.
mlr.classif.glmnet(11)_alpha0.0153133464045823
mlr.classif.glmnet(11)_s0.01
mlr.classif.glmnet(11)_lambda0.001167319301572
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
0.6249
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
16.7836
Cross-validation details (10-fold Crossvalidation)
F measure
0.7565
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0056
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-3130.5873
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.273
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
0.8223
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.832
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6541
Cross-validation details (10-fold Crossvalidation)
Recall
0.832
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9745
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3693
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9868
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1275.7745
Total cost
670470
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.705
UserCPU time millis testing
0.076
UserCPU time millis training
1.629