nwm_metrics.metric_functions.root_mean_squared_error#
- nwm_metrics.metric_functions.root_mean_squared_error(y_true, y_pred, root=True)[source]#
Compute root mean squared error, or optionally mean squared error.
- Return type:
float- Parameters:
y_true (pd.Series) – Ground truth or observations
y_pred (pd.Series) – Modeled values or simulations
root (bool, optional) – When False, return the mean squared error.
- Returns:
Root mean squared error or mean squared error
- Return type:
float