early stopping neural network:: why data divided in two three subset???

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mangood UK
mangood UK 2013년 10월 7일
댓글: mangood UK 2013년 10월 9일
dear
as i know from wiki and book by Simon hakin that early stopping use two type sets of data the first one for training and second one for validation test so which may ask
why their are three curves in performance plot when we use matlab train function ??? the curve name train error,validation and test error ???

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Greg Heath
Greg Heath 2013년 10월 8일
Data = Design + Non-design
Design = Train(estimate weights) + Validation(Stop training when MSEval goes thru a minimum).
Non-design = Test(Obtain UNBIASED generalization estimate of performance on unseen non-design data).

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