Run
522551

Run 522551

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

classif.lqa(6)Learner classif.lqa from package(s) lqa.
classif.lqa(6)_penaltylasso
classif.lqa(6)_lambda0.1
classif.lqa(6)_seed1
classif.lqa(6)_kindMersenne-Twister
classif.lqa(6)_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
0.5659
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.569
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1361
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2384.2357
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4141
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
0.58
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5859
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.5859
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8369
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6435
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2938
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
581.679
UserCPU time millis testing
0.024
UserCPU time millis training
581.655