code: def _inverse_transform(self, y: Series) -> Series:
      y = y.map(self.cat_mappings_dependent_var)
      return y
  
imports: import copy
  import logging
  from typing import Union
  import numpy
  from pandas import DataFrame, Series
  from autogluon.core.constants import BINARY, MULTICLASS, QUANTILE, REGRESSION, SOFTCLASS
  from autogluon.core.utils import get_pred_from_proba, get_pred_from_proba_df
label_desc: Use image node_id 3 for calling the LabelCleanerMulticlass obj's underlying member method code with example usage: obj._inverse_transform(y) and returns: y