Run
7333348

Run 7333348

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)_alpha0.0426380578428507
mlr.classif.glmnet(11)_s0.01
mlr.classif.glmnet(11)_lambda0.624488049281852
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
0.9573
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.909
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.58
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1490.0184
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.155
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
0.9271
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9219
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9219
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6435
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2438
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7025
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1350.7001
UserCPU time millis
6.747
UserCPU time millis testing
0.371
UserCPU time millis training
6.376