evalml.pipelines.components.ARIMARegressor.__init__¶
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ARIMARegressor.__init__(date_column=None, trend='n', p=1, d=0, q=0, random_seed=0, **kwargs)[source]¶ - Parameters
date_column (str) – Specifies the name of the column in X that provides the datetime objects. Defaults to None.
trend (str) – Controls the deterministic trend. Options are [‘n’, ‘c’, ‘t’, ‘ct’] where ‘c’ is a constant term, ‘t’ indicates a linear trend, and ‘ct’ is both. Can also be an iterable when defining a polynomial, such as [1, 1, 0, 1].
p (int or list(int)) – Autoregressive order.
d (int) – Differencing degree.
q (int or list(int)) – Moving Average order.