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microsoft / Semi-supervised-learning

A Unified Semi-Supervised Learning Codebase (NeurIPS'22)
https://usb.readthedocs.io
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Is TissueMNIST the only dataset that uses a validation set? #134

Closed ppsmk388 closed 1 year ago

ppsmk388 commented 1 year ago

Thank you very much for your work, I would like to ask that is TissueMNIST the only dataset that uses a validation set?

Hhhhhhao commented 1 year ago

We do split a small part of training data as validation set when tuning the parameters. After deciding the parameters, the split validation set is put back into training.

If a dataset originally has a validation set, we use that for tuning and do not put them to training data.

caiolang commented 1 year ago

Hello @Hhhhhhao , thank you for your answer, could you point out where this is done in the code? Thank you!

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