BaseFeatureSelectionTransform

class BaseFeatureSelectionTransform(features_to_use: Union[List[str], Literal['all']] = 'all', return_features: bool = False)

Bases: etna.transforms.base.ReversibleTransform, abc.ABC

Base class for feature selection transforms.

Inherited-members

Parameters

• features_to_use (Union[List[str], Literal['all']]) –

• return_features (bool) –

Methods

fit(ts)	Fit the transform.
fit_transform(ts)	Fit and transform TSDataset.
get_regressors_info()	Return the list with regressors created by the transform.
inverse_transform(ts)	Inverse transform TSDataset.
load(path)	Load an object.
params_to_tune()	Get grid for tuning hyperparameters.
save(path)	Save the object.
set_params(**params)	Return new object instance with modified parameters.
to_dict()	Collect all information about etna object in dict.
transform(ts)	Transform TSDataset inplace.

get_regressors_info() → List[str]

Return the list with regressors created by the transform.

Return type

List[str]