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Machine Learning 15-10-07. Perceptron (L.T.U) . Find w such that for all i w i x i > 0 if d i =1 < 0 if d i =-1 OR Sign (w i x i ) = d i OR d i (w i x i > 0) . Soft Threshold (L.T.U) . Linear Regression.
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Perceptron (L.T.U) • Find w such that for all i wi xi > 0 if di =1 < 0 if di =-1 OR Sign (wi xi ) = di OR di (wi xi > 0)