Categorical Encoder¶
Some of the docstrings for this module have been automatically extracted from the scikit-learn library and are covered by their respective licenses.
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class
node_preprocessing.
CategoryEncoderNode
[source]¶ Encodes all inputs into integer features, assumes that all inputs are Categorical
Configuration: max_categories
Maximum number of categories for any feature. Remaining values are encoded as 0. If None then no upper bound on number of features
Attributes: categories_
List of dictionaries that map each input feature into a categorical integer
inv_categories_
List of dictionaries that map each output value into an corresponding input value
Inputs: Outputs: - model : model
Model