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What is the purpose of shuffling the validation set?

조회 수: 4 (최근 30일)
Cynthia
Cynthia 2020년 1월 17일
댓글: robinho robinho 2022년 7월 20일
What is the purpose of shuffling the validation set during training of an artificial neural network? I understand why this makes sense for the training set, so that each minibatch has a different composition every time, but doesn't the ANN evaluate the whole validation set every epoch?
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robinho robinho
robinho robinho 2022년 7월 20일
what difference will it make to the trainning if the training set is shuffled?

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답변 (1개)

Greg Heath
Greg Heath 2020년 1월 18일
To impose and verify a consistent GENERALIZED path to convergence by avoiding repetitive anomalies.
Hope this helps
Greg
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Kody Law
Kody Law 2022년 5월 10일
I agree the answer does not help and it is not clear what this is about.
Nicolò Viviani
Nicolò Viviani 2022년 5월 26일
I also do not understand this Shuffling on validation data. I try to reformulate the question:
What the 'Shuffle' name-value pair of trainingOption does with validation data? I mean, what is the point of shuffling validation data?

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