fit_transform: Fit model to the data, then transforms data

In mlapi: Abstract Classes for Building 'scikit-learn' Like API

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 documentation built on April 24, 2022, 5:05 p.m.