Assume that in a binary classification problem with one feature X, the distribution ofX in class k = 1 isfi (x)x > 020?expand the distribution of X in class k = 2 is-(In x – µ2)²2031f2(x)expx > 0(a)of x?Are there any conditions under which the discriminant function is a linear function(b) If o1 = 02 = 1, µ1 = 10, and T1 =T2 = 0.5, in what class will x =10 be classified?

Answered: (a) Are there any conditions under…

MATLAB: An Introduction with Applications

6th Edition

ISBN:9781119256830

Author:Amos Gilat

Publisher:Amos Gilat

Chapter1: Starting With Matlab

Section: Chapter Questions

Problem 1P

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(a) Are there any conditions under which the discriminant function is a linear function of x? (b) If ơ1 = 02 = 1, µ1 = 10, and 71 = T2 = 0.5, in what class will x = 10 be classified? %3D