Struct FittedAutoETS 

pub struct FittedAutoETS { /* private fields */ }

A fitted AutoETS model.

This type can be used to obtain predictions using the Predict trait.

Implementations

impl FittedAutoETS

pub fn model(&self) -> &Model

Get the model that was selected.

Trait Implementations

impl Clone for FittedAutoETS

fn clone(&self) -> FittedAutoETS

Returns a duplicate of the value.

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source.

impl Debug for FittedAutoETS

fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter.

impl Predict for FittedAutoETS

fn predict_inplace( &self, h: usize, level: Option<f64>, forecast: &mut Forecast, ) -> Result<(), Error>

Predict the next horizon values using the best model, optionally including prediction intervals at the specified level.

level should be a float between 0 and 1 representing the confidence level.

Errors

This function will return an error if no model has been fit yet (using AutoETS::fit).

fn predict_in_sample_inplace( &self, level: Option<f64>, forecast: &mut Forecast, ) -> Result<(), Error>

Return the in-sample predictions using the best model, optionally including prediction intervals at the specified level.

level should be a float between 0 and 1 representing the confidence level.`

type Error = Error

The type of error returned when predicting with the model.

fn training_data_size(&self) -> usize

Return the number of training data points used to fit the model.

fn predict( &self, horizon: usize, level: impl Into<Option<f64>>, ) -> Result<Forecast, Self::Error>

Return the n-ahead predictions for the given horizon.

fn predict_in_sample( &self, level: impl Into<Option<f64>>, ) -> Result<Forecast, Self::Error>

Return the in-sample predictions.