Base class for all online transformations. This class inherits from mlapiTransformation and
additionally requires to implement
$partial_fit(x, y, ...) method. Idea is that user can pass
x, y in chunks and model will be updated/refined incrementally.
$fit_transform(x, y = NULL, ...)
Performs transformation of the new data (after model was trained)
A matrix like object, should inherit from
Allowed classes should be defined in child classes.
NULL. Optional taget variable. Usually this should be
There few cases when it could be used.
additional parameters with default values
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