12 lines
515 B
Mathematica
12 lines
515 B
Mathematica
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% implements Classify, return the predicted class for each row (we'll call each row x) in data
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% by computing the posterior probability that x is in class 1 vs. class 2 then
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% these posterior probabilities are compared using the log odds.
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function [predictions] = Classify(data, m1, m2, S1, S2, pc1, pc2)
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% TODO: calculate P(x|C) * P(C) for both classes
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% TODO: calculate log odds, if > 0 then data(i) belongs to class c1, else, c2
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% TODO: get predictions from log odds calculation
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end % Function end
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