Summary
A new machine learning researcher is seeking criteria for publishing an ML paper at an upcoming conference. Their current project involves forecasting a stock index using macroeconomic variables, yielding robust but low predictive power. They've identified that their random forest model, analyzed with SHAP, struggles with regime shifts, such as changes in how assets like oil behave over time.
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