Run
522557

Run 522557

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

classif.nnTrain(5)Learner classif.nnTrain from package(s) deepnet.
classif.nnTrain(5)_outputsoftmax
classif.nnTrain(5)_seed1
classif.nnTrain(5)_kindMersenne-Twister
classif.nnTrain(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
0.4859
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.0002
KB relative information score
-543.8714
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.5103
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
0.5051
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4897
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.4897
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.0315
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.7144
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.4363
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.765
UserCPU time millis testing
0.033
UserCPU time millis training
2.732