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How should we partition the dataset, such as the PACS dataset? #3

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EIPsilly opened this issue Oct 20, 2023 · 2 comments
Open

How should we partition the dataset, such as the PACS dataset? #3

EIPsilly opened this issue Oct 20, 2023 · 2 comments

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@EIPsilly
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How should we partition the dataset, such as the PACS dataset?
What should be the split ratios, and what random seed to use
@EIPsilly EIPsilly reopened this Oct 23, 2023
@caothientri2001vn
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You can download the PACS dataset through the link I provided and get the default of partition.

@latharam
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Can you clarify further what do you mean by default partition? Do you mean the text files at PACS/pacs_label/photo_test_kfold.txt, PACS/pacs_label/photo_train_kfold.txt and PACS/pacs_label/photo_crossval_kfold.txt ? The PACS/pacs_label/photo_test_kfold.txt, and PACS/pacs_label/photo_crossval_kfold.txt seem to have a lot of images in common!

Much appreciate detailed response on how to setup the data for PACS to replicate your results

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@latharam @EIPsilly @caothientri2001vn