matchup predictor

Pick a home team and an away team. The model returns a predicted margin (home perspective) and win probability, using pred_margin = HFA + slope · (net_home − net_away) with HFA = 4.16, slope = 0.86, σ = 14.46. Walk-forward 2025 OOS accuracy 70.4%.