What is the purpose of shuffling the validation set?
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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?
1 Commento
robinho robinho
il 20 Lug 2022
what difference will it make to the trainning if the training set is shuffled?
Risposte (1)
Greg Heath
il 18 Gen 2020
To impose and verify a consistent GENERALIZED path to convergence by avoiding repetitive anomalies.
Hope this helps
Greg
3 Commenti
Nicolò Viviani
il 26 Mag 2022
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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