evalml.pipelines.components.PolynomialDetrender.inverse_transform

PolynomialDetrender.inverse_transform(X, y)[source]

Adds back fitted trend to target variable.

Parameters
  • X (pd.DataFrame, optional) – Ignored.

  • y (pd.Series) – Target variable.

Returns

The first element are the input features returned without modification.

The second element is the target variable y with the trend added back.

Return type

tuple of pd.DataFrame, pd.Series