Empirical relations generation for big data

Hi everyone, I am asking if there is an empirical realtions generator. I have a large set of data which are stored in multiple 5-D arrays and i want to replace each array with a suitable empirical relation to make me able to generate-by embedded coder-an effective and executable C code for a model that uses these data. This is also to reduce the generated files size to be burnable on the chip.

Is there any automatic tool or automated method for that?

Thanks alot !

Answer 1

[Shreeya]

Hello

I think you can use PCA in this case to reduce the dimensionality of the data. You can refer to the documentation linked below if PCA indeed helps you with the problem statement:

https://www.mathworks.com/help/stats/pca.html