Run
7232844

Run 7232844

Task 146085 (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)_alpha0.429156907601282
mlr.classif.glmnet(11)_s0.01
mlr.classif.glmnet(11)_lambda0.105079112597345
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
0.945
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9159
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6144
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1569.8724
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1443
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
0.931
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9268
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9268
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5991
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2357
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6793
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1236.585
UserCPU time millis
4.181
UserCPU time millis testing
0.277
UserCPU time millis training
3.904