Run
7096942

Run 7096942

Task 14951 (Supervised Classification) eeg-eye-state 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)_alpha0.981719881296158
mlr.classif.glmnet(11)_s0.01
mlr.classif.glmnet(11)_lambda0.00126822911478275
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
0.5997
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5511
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1091
Cross-validation details (10-fold Crossvalidation)
KB relative information score
714.4012
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4743
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4948
Cross-validation details (10-fold Crossvalidation)
Number of instances
14980
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5692
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5764
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.5764
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9587
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4864
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.978
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1259.4619
UserCPU time millis
45.426
UserCPU time millis testing
0.089
UserCPU time millis training
45.337