## Metrics optimization: our plan


## RMSE, MSE, R-squared

- Tree-based
  - [[XGBoost]]
  - [[LightGBM]]
  - [[sklearn.RandomForestRegressor]]

## MAE: optimal constant

{{https://i.imgur.com/PDPcnKq.jpg}}