RMSE¶
- class pytorch_forecasting.metrics.RMSE(reduction='sqrt-mean', **kwargs)[source]¶
Bases:
pytorch_forecasting.metrics.MultiHorizonMetric
Root mean square error
Defined as
(y_pred - target)**2
Initialize metric
- Parameters
name (str) – metric name. Defaults to class name.
quantiles (List[float], optional) – quantiles for probability range. Defaults to None.
reduction (str, optional) – Reduction, “none”, “mean” or “sqrt-mean”. Defaults to “mean”.
Methods
loss
(y_pred, target)Calculate loss without reduction.