End-to-end time-series forecasting using SARIMA, Prophet, XGBoost, and LSTM — with automatic model selection per US state.
50
US States Covered
1,315
Avg RMSE
Root Mean Squared Error
8.6%
Avg MAPE
Mean Absolute % Error
0.853
Avg R²
Coefficient of determination
Top 20 states shown