cursus.processing.numerical.numerical_binning_processor¶

class NumericalBinningProcessor(column_name, n_bins=5, strategy='quantile', bin_labels=None, output_column_name=None, handle_missing_value='as_is', handle_out_of_range='boundary_bins')[source]¶

Bases: Processor

A processor that performs numerical binning on a specified column using either equal-width or quantile strategies, outputting categorical bin labels.

fit(data)[source]¶

process(input_value)[source]¶

transform(data)[source]¶

get_params()[source]¶

save_params(output_dir)[source]¶

classmethod load_params(source)[source]¶