Question
.) Suppose we have two-class data that can be separable by two lines as seen in the Figure. In order to classify data, 1X2
.) Suppose we have two-class data that can be separable by two lines as seen in the Figure. In order to classify data, 1X2 100+0x + x = 0 a) Propose a classifier and labeling expression with respect to the proposed classifier. 0 +03x + x = 0 b) Design a suitable Loss function according to (a) c) According to the Loss function in (b), derive the Gradient Descent Algorithm to determine coefficient vector 0 = [00 0 0 03]. d) Write a Matlab simulation for (c)
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Artificial Intelligence A Modern Approach
Authors: Stuart Russell, Peter Norvig
4th Edition
0134610997, 978-0134610993
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