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Overall accuracy of classification

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sadatwins

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i'm using BAYESIAN linear discrimant analysis and Neural network with PCA to classify P300 signals thats the accuracy figures i got but i was wandering how can i check overall accuracy or which of these classification methods give me the best result?
thank you
 

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