_LinearAdapter

class _LinearAdapter(regressor: sklearn.base.RegressorMixin)

Bases: etna.models.sklearn._SklearnAdapter

Inherited-members

Parameters

regressor (sklearn.base.RegressorMixin) –

Methods

fit(df, regressors)	Fit Sklearn model.
get_model()	Get internal sklearn model that is used inside etna class.
predict(df)	Compute predictions from a Sklearn model.
predict_components(df)	Estimate prediction components.

predict_components(df: pandas.core.frame.DataFrame) → pandas.core.frame.DataFrame

Estimate prediction components.

Parameters

df (pandas.core.frame.DataFrame) – features dataframe

Returns

dataframe with prediction components

Return type

pandas.core.frame.DataFrame