Run
522556

Run 522556

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

classif.nnet(5)Learner classif.nnet from package(s) nnet.
classif.nnet(5)_size3
classif.nnet(5)_seed1
classif.nnet(5)_kindMersenne-Twister
classif.nnet(5)_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
0.4999
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3918
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.0002
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1324.269
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4489
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
0.416
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5511
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.5511
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9074
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.67
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3471
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.206
UserCPU time millis testing
0.051
UserCPU time millis training
2.155