transformdata {SVMMaj} | R Documentation |
Transform the data with normalization and/or spline basis
Description
Performs subsequently a normalization of the input data and creating spline basis based on the user defined input
Usage
transformdata(
x,
standardize = c("interval", "zscore", "none"),
spline.knots = 0,
spline.degree = 1
)
Arguments
x |
a single column of values as input for the data transformation |
standardize |
Either a string value denoting a predefined scaling, or a
list with values |
spline.knots |
Number of inner knots to use. |
spline.degree |
The polynomial degree of the spline basis. |
Value
transformed data in spline basis or (in case of no spline) a normalized vector
[Package SVMMaj version 0.2.9.2 Index]