FillnaMean
- class lightautoml.transformers.numeric.FillnaMean[source]
Bases:
LAMLTransformer
Fillna with mean.
- fit(dataset)[source]
Estimate means.
- Parameters:
dataset (
Union
[NumpyDataset
,PandasDataset
]) – Pandas or Numpy dataset of features.- Returns:
self.
- transform(dataset)[source]
Transform - fillna with means.
- Parameters:
dataset (
Union
[NumpyDataset
,PandasDataset
]) – Pandas or Numpy dataset of features.- Return type:
- Returns:
Numpy dataset with encoded labels.