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Scientific Programming
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2022
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Article
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Tab 6
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Research Article
Eye State Identification Utilizing EEG Signals: A Combined Method Using Self-Organizing Map and Deep Belief Network
Table 6
Network architectures.
Method
Network name
Accuracy (%)
SOM + DBN
DBN A
87.40
SOM + DBN
DBN B
94.70
SOM + DBN
DBN C
95.20
Linear SVM
—
82.90
Gaussian Naïve Bayes
—
76.00
Decision Trees
—
80.70