a. Generate and plot a data set of N = 1,000 two-dimensional vectors that stem from three equiprobable classes modeled by normal distributions with mean vectors m₁ = = [1, 1]ª, m² = [7, 7]″, m3 = [15, 1] and 20 covariance matrices S₁ 12 0 0 i].S2 = 31.53 8 32 S3 = [2] 02 b. Repeat (a) when the a priori probabilities of the classes are given by the vector P = [0.6, 0.3, 0.117.
a. Generate and plot a data set of N = 1,000 two-dimensional vectors that stem from three equiprobable classes modeled by normal distributions with mean vectors m₁ = = [1, 1]ª, m² = [7, 7]″, m3 = [15, 1] and 20 covariance matrices S₁ 12 0 0 i].S2 = 31.53 8 32 S3 = [2] 02 b. Repeat (a) when the a priori probabilities of the classes are given by the vector P = [0.6, 0.3, 0.117.
Elementary Linear Algebra (MindTap Course List)
8th Edition
ISBN:9781305658004
Author:Ron Larson
Publisher:Ron Larson
Chapter5: Inner Product Spaces
Section5.CR: Review Exercises
Problem 62CR
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