Run
522538

Run 522538

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

classif.glmboost(3)Learner classif.glmboost from package(s) mboost.
classif.glmboost(3)_familyBinomial
classif.glmboost(3)_mmstop
classif.glmboost(3)_seed1
classif.glmboost(3)_kindMersenne-Twister
classif.glmboost(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
0.5392
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5272
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0825
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1874.5582
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4308
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
0.5615
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5692
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.5692
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8708
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6564
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3197
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
9.674
UserCPU time millis testing
0.048
UserCPU time millis training
9.626