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Docs: fix for R^2 and SMAPE #2744
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Thank you @profPlum mind sending a PR to fix this issue? 🐰 |
Borda
changed the title
Please fix docs for R^2 and SMAPE docs
Docs: fix for R^2 and SMAPE
Sep 16, 2024
PR #2771 fixes the incorrect statements in the docs but the clipping feature is not implemented as it is a very specific feature that depends on the usecase (sometimes it may be beneficial to know if the r2 score is highly negative indicating a very bad model) |
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📚 Documentation
SMAPE docs say: "smape [...] A tensor with non-negative floating point smape value between 0 and 1"
R^2 docs say: "By definition the score is bounded between 0 and 1"
Both of these are incorrect:
P.S.
Here is an example tensorboard plot that is hard to read due to exploding negative R^2:
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