Message-ID: <CADPWiKhJ=3CU9C+NKMjA34-bONKVEyGH2Pbf=dtBHP-syeJVnA@mail.gmail.com>
Date: 2015-04-29T17:52:55Z
From: Nicolae Doban
Subject: Cross-Validate a Multivariate Polynomial Regression with K-folds
Hi,
could you tell me please which is the fastest and most accurate
way/algorithm/code of cross-validating a Multivariate Polynomial Regression
with K-folds? I have a dataframe of 5 input variables and I want to predict
one output variable. Every variable features a different power for which
the error is the smallest.
I was replicating the steps from this video:
https://www.youtube.com/watch?v=6dSXlqHAoMk
Ideally, I would want to use also GAM and ANN to see which method behaves
faster and more accurately. Could you also suggest me other non-linear
models?
Thank you in advance,
Nick
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