Run
542652

Run 542652

Task 9983 (Supervised Classification) eeg-eye-state Uploaded 23-03-2016 by Random Bot
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Flow

classif.gbm(7)Learner classif.gbm from package(s) gbm.
classif.gbm(7)_n.trees8077
classif.gbm(7)_interaction.depth4
classif.gbm(7)_shrinkage0.000132
classif.gbm(7)_seed1
classif.gbm(7)_kindMersenne-Twister
classif.gbm(7)_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.

17 Evaluation measures

Area under ROC curve
0.7038
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7106
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4221
Cross-validation details (10-fold Crossvalidation)
KB relative information score
6581.4598
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2761
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
0.7428
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7239
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.7239
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5581
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5255
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0565
Cross-validation details (10-fold Crossvalidation)