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Question regarding test prediction submission csv file. #2

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ccleveland33 opened this issue Nov 29, 2022 · 1 comment
Open

Question regarding test prediction submission csv file. #2

ccleveland33 opened this issue Nov 29, 2022 · 1 comment

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@ccleveland33
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ccleveland33 commented Nov 29, 2022

Great work on this repo!

My submissions are no better than 0.5 AUC despite the training & validation going smoothly (~0.86 to 0.88). This seems to imply that the id and prediction are not matching up. However, when I check submission.csv the ids are in the correct order which indicated the predictions are being scambled in some way.

Is there a difference in tensflow/keras flatten or .predict() that is version dependent?
Or is something else going on?

Thanks!
Screenshot 2022-11-29 at 2 09 14 PM

@ccleveland33
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I suggest changing:
test_ds = test_gen.get_dataset(shuffle = False, repeat = False, target = False)

To the following:
test_ds = test_gen.get_dataset(shuffle=False, buffer_size=None, ordered=True, repeat=False, target=False)

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