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Over fitting in Stacked Denoising Autoencoders #13

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Ahmed--Mohsen opened this issue Feb 13, 2015 · 1 comment

Ahmed--Mohsen commented Feb 13, 2015

In the finetune phase, the whole dataset is used which will cause over fitting for the model...
So, I think this can be solved by:

divide the dataset into training, test & validation sets
Or, using a k-fold cross validation

thanasik commented Feb 14, 2015

Very true, I also think separating the data into different sets, as you said, is the approach to go.

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