time_series_params {modeltime}R Documentation

Tuning Parameters for Time Series (ts-class) Models

Description

Tuning Parameters for Time Series (ts-class) Models

Usage

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

seasonal_period()




[Package modeltime version 1.3.1 Index]