Run
9190256

Run 9190256

Task 9983 (Supervised Classification) eeg-eye-state Uploaded 19-04-2018 by William Raynaut
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Flow

weka.kf.Bagging-JRip(1)A Weka KnowledgeFlow using Bagging-JRip.kf

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

17 Evaluation measures

Area under ROC curve
0.9625 ± 0.0044
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8978 ± 0.0081
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.793 ± 0.0165
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9580.6728 ± 14.5583
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1958 ± 0.0046
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4948 ± 0
Cross-validation details (10-fold Crossvalidation)
Number of instances
14980
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8996 ± 0.0079
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8983 ± 0.008
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.8983 ± 0.008
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3957 ± 0.0093
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974 ± 0
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2803 ± 0.0064
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5635 ± 0.0128
Cross-validation details (10-fold Crossvalidation)