ARIMA

Type

ml-transformer

Class

fire.nodes.ts.NodeAutoARIMA

Fields

Name	Title	Description
y	Y	The time-series to which to fit the ARIMA estimator
seasonal	Seasonal	Whether to fit a seasonal ARIMA. Default is True
stepwise	Stepwise	Whether to use the stepwise algorithm to identify the optimal model parameters.
trace	Trace	Whether to print status on the fits.
suppress_warnings	Suppress Warnings	If suppress_warnings is True, all of the warnings coming from ARIMA will be squelched.
error_action	Error Action	If unable to fit an ARIMA for whatever reason, this controls the error-handling behavior. One of (warn, raise, ignore)
scoring	Scoring	The metric to use for scoring the out-of-sample data. One of (mse, mae)
n_periods	Forecast	Int number of periods to forecast forward.