How do we select our input features?
tommylees112 opened this issue · 0 comments
tommylees112 commented
How do we do this in a principled and defensible way.
- From their contribution to predictive accuracy?
- by their SHAP values?
- by our understanding of drought processes (expert opinion?)
- start with simplest most parsimonious model and then add features one by one (forwardwise step selection - MLXtend)