fastpath function records all the parameters required for TD_OneHotEncodingTransform function. i.e, target attributes and their categorical values to be encoded and other parameters. Output of TD_OneHotEncodingFit function is used by TD_OneHotEncodingTransform function for encoding the input data. It supports inputs in both sparse and dense format
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