Module binarization

Module binarization 

Source
Expand description

Binarization transformers

This module provides transformers for binarizing data:

  • Binarizer: Binarize data according to a threshold
  • KBinsDiscretizer: Discretize continuous features into bins

Structs§

Binarizer
Binarizer transforms data to binary values based on a threshold
BinarizerConfig
Configuration for Binarizer
KBinsDiscretizer
KBinsDiscretizer bins continuous data into intervals
KBinsDiscretizerConfig
Configuration for KBinsDiscretizer

Enums§

DiscretizationStrategy
Discretization strategy for KBinsDiscretizer
DiscretizerEncoding
Encoding method for discretized values