Run
7098180

Run 7098180

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)_alpha0.145992426900193
mlr.classif.glmnet(11)_s0.01
mlr.classif.glmnet(11)_lambda0.00419222036010435
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
0.6141
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5635
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1284
Cross-validation details (10-fold Crossvalidation)
KB relative information score
824.3301
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4715
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
0.5776
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5836
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.5836
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.953
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4844
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9739
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1260.1436
UserCPU time millis
1.698
UserCPU time millis testing
0.072
UserCPU time millis training
1.626