Slides from http://www.cs.ukzn.ac.za/~hughm/dm/content/slides07.pdf Assumptions To introduce classifiers we will assume that ~x is a vector of real-valued numerical input features. There are p of them. The variable we are trying to learn is called the response, Y . Inititially we will assume that Y is a binary class and it will simplify the book-keeping to say

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