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R
mlapi

fit_transform

Fit model to the data, then transforms data

Description

Generic function to fit transformers (inherits from mlapiTransformation)

Usage

fit_transform(x, model, y = NULL, ...)

## S3 method for class 'Matrix'
fit_transform(x, model, y = NULL, ...)

## S3 method for class 'matrix'
fit_transform(x, model, y = NULL, ...)

Arguments

x

A matrix like object, should inherit from Matrix or matrix
model

instance of class estimator which should implement method with signature $fit(x, ...)
y

NULL by default. Optional response variable for supervised models. Should inherit from vector Matrix or matrix. See documentation for corresponding models.
...

additional data/model dependent arguments to downstream functions.

Value

Transformed version of the x

mlapi

Abstract Classes for Building 'scikit-learn' Like API

v0.1.0
MIT + file LICENSE
Authors
Dmitriy Selivanov
Initial release

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