Run
522539

Run 522539

Task 9983 (Supervised Classification) eeg-eye-state Uploaded 09-02-2016 by Rafael Gomes Mantovani
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Flow

classif.glmnet(3)Learner classif.glmnet from package(s) !glmnet.
classif.glmnet(3)_s0.01
classif.glmnet(3)_seed1
classif.glmnet(3)_kindMersenne-Twister
classif.glmnet(3)_normal.kindInversion

Result files

Description

XML file describing the run, including user-defined evaluation measures.

Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.5454
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5315
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.096
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2099.9534
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4234
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
0.5733
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5766
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.5766
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8558
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6507
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3083
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
11.284
UserCPU time millis testing
0.112
UserCPU time millis training
11.172