components.mdl_df {fabletools} | R Documentation |
Extract components from a fitted model
Description
Allows you to extract elements of interest from the model which can be useful in understanding how they contribute towards the overall fitted values.
Usage
## S3 method for class 'mdl_df'
components(object, ...)
## S3 method for class 'mdl_ts'
components(object, ...)
Arguments
object |
A mable. |
... |
Other arguments passed to methods. |
Details
A dable will be returned, which will allow you to easily plot the components and see the way in which components are combined to give forecasts.
Examples
library(fable)
library(tsibbledata)
# Forecasting with an ETS(M,Ad,A) model to Australian beer production
aus_production %>%
model(ets = ETS(log(Beer) ~ error("M") + trend("Ad") + season("A"))) %>%
components() %>%
autoplot()
[Package fabletools version 0.4.2 Index]