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Linear Programming Exercises - University of California, Los Angeles

Exercise 4. Linear and piecewise-linear classification. The figure shows a block diagram of a linear classification algorithm. x 1 x 2 xn a 1 a 2 an b y The classifier has ninputs xi. These inputs are first multiplied with coefficients ai and added. The result aTx= Pn i=1aixi is then compared with a threshold b. If aTx≥ b, the output of