Run
522563

Run 522563

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

classif.plsdaCaret(6)Learner classif.plsdaCaret from package(s) caret.
classif.plsdaCaret(6)_seed1
classif.plsdaCaret(6)_kindMersenne-Twister
classif.plsdaCaret(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
0.5038
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4053
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0083
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1405.4925
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4463
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
0.5777
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5537
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.5537
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.902
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.668
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3431
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.422
UserCPU time millis testing
0.082
UserCPU time millis training
2.34