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Implementing neural network classifier to predict the eye state using EEG dataset

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AsmaaSamyMohamedMahmoud/Eye-state-prediction

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Eye state prediction

Implemeting neural network classifier to predict the eye state whether it is open or closed using EEG dataset: https://archive.ics.uci.edu/ml/datasets/EEG+Eye+State
With 20 hidden units, learning rate = 0.1, and 300 epochs, the model acheives accuracy of 97.95% and 88.79% for training and validation, respectively.

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Implementing neural network classifier to predict the eye state using EEG dataset

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