FrequencyEncoder
This transformer is deprecated. Consider using the UniformEncoder instead.
Compatibility: categorical
data
The FrequencyEncoder
transforms data that represents unordered, categorical values into decimals in the range [0, 1]
. This range is broken up into separate intervals for each category -- more popular categories take up larger intervals.
Parameters
add_noise
: Add noise when transforming a category into the [0, 1] interval.
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