[ml] Data Classification in R - workshop
erin at j-fan.com
Tue Jul 20 19:22:50 PDT 2010
Tomorrow I will do an intro to generating and classifying data in R. We will go over some code,
which I will upload to our sourceforge repo. I am hoping that we will have enough time to go over
two scripts, both involve classifying data. If we run out of time, we can break it up into two
(or more) workshops.
The first will involve sampling data from multivariate gaussians and creating decision boundaries
using linear regression, k-nearest neighbor and bayes.
The second will involve classifying handwritten digits, and we will use a postal service dataset.
To prepare, all you need to do is install R. But that only takes a few minutes, so we can do that
in class too. If you want to look at the scripts in advance, I will try to get those uploaded soon.
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