Run
522554

Run 522554

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

classif.multinom(6)Learner classif.multinom from package(s) nnet.
classif.multinom(6)_seed1
classif.multinom(6)_kindMersenne-Twister
classif.multinom(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
0.6256
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6321
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2569
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4043.2256
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3595
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
0.6388
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6405
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.6405
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7267
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5996
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2056
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
5.909
UserCPU time millis testing
0.054
UserCPU time millis training
5.855