Run
595659

Run 595659

Task 14951 (Supervised Classification) eeg-eye-state Uploaded 28-06-2016 by Rafael Gomes Mantovani
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Flow

mlr.classif.glmboost.preproc.preproc(1)Learner mlr.classif.glmboost.preproc.preproc from package(s) mboost.
mlr.classif.glmboost.preproc.preproc(1)_openml.seed1
mlr.classif.glmboost.preproc.preproc(1)_openml.kindMersenne-Twister
mlr.classif.glmboost.preproc.preproc(1)_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.

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
24.538
UserCPU time millis testing
0.19
UserCPU time millis training
24.348