FillnaMedian
- class lightautoml.transformers.numeric.FillnaMedian[source]
Bases:
lightautoml.transformers.base.LAMLTransformerFillna with median.
- fit(dataset)[source]
Estimate medians.
- Parameters
dataset (
Union[NumpyDataset,PandasDataset]) – Pandas or Numpy dataset of categorical features.- Returns
self.
- transform(dataset)[source]
Transform - fillna with medians.
- Parameters
dataset (
Union[NumpyDataset,PandasDataset]) – Pandas or Numpy dataset of categorical features.- Return type
- Returns
Numpy dataset with encoded labels.