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:: NumpyDataset
Returns:: Numpy dataset with encoded labels.