Run
553170

Run 553170

Task 14951 (Supervised Classification) eeg-eye-state Uploaded 09-04-2016 by Junquan Xi
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Flow

classif.fnn(2)Learner classif.fnn from package(s) FNN.
classif.fnn(2)_seed1
classif.fnn(2)_kindMersenne-Twister
classif.fnn(2)_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
0.9804
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9806
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9607
Cross-validation details (10-fold Crossvalidation)
KB relative information score
14389.0685
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0194
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
0.9806
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9806
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.9806
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0393
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1394
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2802
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
3.047
UserCPU time millis testing
3.011
UserCPU time millis training
0.036