evalml.pipelines.components.PerColumnImputer.fit_transform

PerColumnImputer.fit_transform(X, y=None)[source]

Fits imputer and imputes missing values in input data.

Parameters
  • X (pd.DataFrame) – Data to fit and transform

  • y (pd.Series) – Target data.

Returns

Transformed X

Return type

pd.DataFrame