10/27/2011

In Parametric learning the size of the learn representation is separately described and is not promotional to the training data. 

E.x: Linear Classifiers.

Non parametric learners keep entire training data around.

E.x: K-NN

Problem with K-NN is that it doesn't do well in high-dimensions.

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Nikhil Pratap