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Does collinearity of the input features matter? #5

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tommylees112 opened this issue May 10, 2019 · 0 comments

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tommylees112 commented May 10, 2019 •

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Current working assumptions:

Doesn’t matter for predictive accuracy
But does matter for interpretability (SHAP Values)
Yes is important because we’re diagnosing the important features as well as striving for predictive accuracy

Most of our climate variables will be interacting / collinear

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