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Merge pull request #257 from hrushikesh-s/matbench-latest
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Adding the formula used to calculate Scaled error for classification tasks to the docs
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ardunn authored Aug 7, 2023
2 parents 2d6afb2 + c4f57d8 commit 40d4de5
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Expand Up @@ -4,3 +4,8 @@ $$
\text{Scaled Error} = \frac{\text{MAE}}{\text{MAD}} = \frac{\sum_i^N | y_i - y_i^{pred} |}{\sum_i^N | y_i - \bar{y} | }
$$

While, scaled errors for classifications are assessed as:

$$
\text{Scaled Error} = \frac{1 - \text{ROCAUC}}{0.5}
$$

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