Run
522532

Run 522532

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

classif.blackboost(4)Learner classif.blackboost from package(s) mboost, party.
classif.blackboost(4)_familyBinomial
classif.blackboost(4)_seed1
classif.blackboost(4)_kindMersenne-Twister
classif.blackboost(4)_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
0.8857
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8902
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7775
Cross-validation details (10-fold Crossvalidation)
KB relative information score
11657.9284
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1092
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
0.8923
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8908
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.8908
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2207
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3305
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6644
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
103.675
UserCPU time millis testing
0.691
UserCPU time millis training
102.984