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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

(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

MATLAB: An Introduction with Applications
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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Assume that in a binary classification problem with one feature X, the distribution of X in class k = 1 is fi (x) x > 0 20? exp and the distribution of X in class k = 2 is -(In x – µ2)² 203 1 f2(x) exp x > 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?
Transcribed Image Text:Assume that in a binary classification problem with one feature X, the distribution of X in class k = 1 is fi (x) x > 0 20? exp and the distribution of X in class k = 2 is -(In x – µ2)² 203 1 f2(x) exp x > 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?
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