Predicting the Winner: AI Machine Learning Models Take on Horse Racing's G1 Championships

This exciting project showcases the fascinating intersection of sports analytics and machine learning by applying custom LightGBM models to predict outcomes for Japan's top G1 horse races. The developer has thoughtfully engineered two distinct models—one using regression to predict speed indices and another using classification to forecast top-three finishes. It is thrilling to see data-driven methodologies and rigorous feature engineering bringing a highly analytical edge to traditional horse racing.