Run
7216292

Run 7216292

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)_alpha0.225755710853264
mlr.classif.glmnet(11)_s0.01
mlr.classif.glmnet(11)_lambda0.0966954966016925
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
0.953
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9467
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7635
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1963.6066
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1136
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
0.9526
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9509
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9509
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4714
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.203
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5852
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1269.0293
UserCPU time millis
5.355
UserCPU time millis testing
0.239
UserCPU time millis training
5.116