World Cup 2026 Prediction Engine
A stacked ML ensemble — Poisson, XGBoost, LightGBM and Elo — run through 10,000 Monte Carlo tournament simulations to forecast the 2026 World Cup, backtested on three prior cups.
── python · xgboost · lightgbm · scikit-learn · streamlit ──
- ▸ 10,000-run Monte Carlo over all 48 teams
- ▸ stacked ensemble — Poisson · XGBoost · LightGBM · Elo
- ▸ backtested on WC 2014/18/22 — 0.216 RPS skill score