time_series_params: Tuning Parameters for Time Series (ts-class) Models

Description Usage Arguments Details Examples

Description

Tuning Parameters for Time Series (ts-class) Models

Usage

1
seasonal_period(values = c("none", "daily", "weekly", "yearly"))

Arguments

values

A time-based phrase

Details

Time series models (e.g. Arima() and ets()) use stats::ts() or forecast::msts() to apply seasonality. We can do the same process using the following general time series parameter:

It's usually best practice to not tune this parameter, but rather set to obvious values based on the seasonality of the data:

However, in the event that users want to experiment with period tuning, you can do so with seasonal_period().

Examples

1

modeltime documentation built on July 16, 2021, 9:08 a.m.