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Neuroglycerin / neukrill-net-work

NDSB competition repository for scripting, note taking and writing submissions.
MIT License
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Look at relationship between image size and log loss #60

Closed gngdb closed 9 years ago

gngdb commented 9 years ago

Do the big images have big log loss. Are we losing a lot by resizing or not?

gngdb commented 9 years ago

Made this notebook, calle dit Log loss over image size. There is a small correlation between image size and log loss, but probably nothing significant. Looked at a rolling average and linear regression. Also looked at the results of the parallel model to see if it might have performed better, but results appear to be exactly the same.

gngdb commented 9 years ago

Actually, I should really have looked at models that were trained on 64 by 64 images to see if they're even better. If I have time I'll come back to this.