Does collinearity of the input features matter?

[tommylees112]

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