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TOOL · CL_64234 · Jun 1 · 18:20

LightGBM feature importance trap leads to worse predictions

A machine learning engineer encountered a common pitfall with LightGBM when developing a pricing engine. Despite a feature engineered for pricing dynamics ranking as the most important, its performance did not generaliz…