SparkQuantileBinningTransformer

class sparklightautoml.transformers.numeric.SparkQuantileBinningTransformer(bins, bucketizer, input_cols, output_cols, input_roles, output_roles, do_replace_columns=False)[source]

Bases: SparkBaseTransformer, CommonPickleMLWritable, CommonPickleMLReadable

Adds column with quantile bin number of input columns.

Quantile bin number of column value calculated by QuantileDiscretizer in SparkQuantileBinningEstimator.