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Re: generate polynomial features given a vector X and degree
From: |
Jordi Gutiérrez Hermoso |
Subject: |
Re: generate polynomial features given a vector X and degree |
Date: |
Mon, 19 Dec 2011 14:47:09 -0500 |
On 19 December 2011 07:09, aliko <address@hidden> wrote:
> Is there a function to generate polynomial features given a vector X and
> degree.
> For example I have 3-element vector X and for given degree=3 I want to get a
> vector like
>
> [X(1), X(2), x(3), X(1)^2, X(2)^2, X(3)^2, X(1)*X(2), X(1)*X(3), X(2)*X(3),
> X(1)^3, X(2)^3, X(3)^3, X(1)^2*X(2), X(1)^2*X(3), ... , X(1)*X(2)*X(3)]
>
> For any given vector X of any length and for any given degree?
Here are my solutions for it:
http://jordi.platinum.linux.pl/machlean/
I forget which one you're working on. I think it's 5 or 6.
HTH,
- Jordi G. H.