Run
522553

Run 522553

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

classif.mlp(6)Learner classif.mlp from package(s) RSNNS.
classif.mlp(6)_seed1
classif.mlp(6)_kindMersenne-Twister
classif.mlp(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
0.4999
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4838
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.0003
Cross-validation details (10-fold Crossvalidation)
KB relative information score
700.8787
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4694
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
0.505
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5306
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.5306
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9488
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6851
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3775
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
281.808
UserCPU time millis testing
16.983
UserCPU time millis training
264.825