transform_data: Transform data matrix function

Description Usage Arguments

View source: R/model_functions.R

Description

This function transform data based on the type of transfromation

Usage

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transform_data(X, type.transformation = "abs.alpha.power", power = 1,
  cost = 3, bb = 2)

Arguments

X

is the matrix of the dataset with samples on the rows and features on the column

type.transformation

is a string indicating the type of transformation to be performed at the data before fitting the model. It can be one of the following: "none","abs","abs.alpha.power","mul","log.abs","log.abs.alpha.power"; none is the default parameter.

power

is a numeric power to be used in the abs.alpha.power transformation. Default is 1.


angy89/hyQSAR documentation built on Sept. 24, 2019, 7:31 a.m.