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Old 04-16-2012, 10:19 AM
rukacity rukacity is offline
Join Date: Apr 2012
Posts: 21
Default Re: HW2.10 out-sample error on original(2D) or transformed (5D) X space?

Originally Posted by jcatanz View Post
Here, the 'sample' refers to the training set, the original set of random points (x1,x2) which are used to solve for the the weights.

The 'out-of-sample' points are a new set of random points (x1,x2). This set is used to test how well your weights worked on random points outside the training set, i.e points that were not used to derive them.
Thank you so much! It clarified a very basic doubt and helped me finish the homework as well
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