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Class: Aws::ForecastService::Types::Metrics
- Inherits:
-
Struct
- Object
- Struct
- Aws::ForecastService::Types::Metrics
- Defined in:
- (unknown)
Overview
Provides metrics that are used to evaluate the performance of a predictor. This object is part of the WindowSummary object.
Returned by:
Instance Attribute Summary collapse
-
#error_metrics ⇒ Array<Types::ErrorMetric>
Provides detailed error metrics on forecast type, root-mean square-error (RMSE), and weighted average percentage error (WAPE).
-
#rmse ⇒ Float
The root-mean-square error (RMSE).
-
#weighted_quantile_losses ⇒ Array<Types::WeightedQuantileLoss>
An array of weighted quantile losses.
Instance Attribute Details
#error_metrics ⇒ Array<Types::ErrorMetric>
Provides detailed error metrics on forecast type, root-mean square-error (RMSE), and weighted average percentage error (WAPE).
#rmse ⇒ Float
The root-mean-square error (RMSE).
#weighted_quantile_losses ⇒ Array<Types::WeightedQuantileLoss>
An array of weighted quantile losses. Quantiles divide a probability distribution into regions of equal probability. The distribution in this case is the loss function.