How to take a multidimensional data set to higher dimensions using R?

Hi,

I have a multidimensional data-set( multiple 'x' variables with a target
variable). I want to take it to a higher dimensional space so that I can
apply classification technique with ease . Is there a package in R which
would allow me to take these data points from lower dimensional space to
higher dimensions? so that is that higher dimension I can apply
classification techniques to be effective. My datapoints are highly
inseperable in lower dimension so i want to take the data points to higher
dimension where they can be separable( something similar to kernel trick)

Warm regards,
Devesh.

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