FillnaMedian
- class lightautoml.transformers.numeric.FillnaMedian[source]
Bases:
LAMLTransformer
Fillna 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.