Find and plot the optimal decision boundary

Reference no: EM132239202

Please use Python for programming and plotting. Please compile all result into a single PDF file and submit via Emory Canvas. Code must be included in the submission.

Question 1. We have two class-specific densities. Both are two-dimensional normal.

Class 1:

Class 2:

P(ω₁) = 1/3

Miss-classification loss:

(1) For the following points, calculate P(ω₁|x)

(2) Use the Bayes decision theory, find and plot the optimal decision boundary.

Reference no: EM132239202

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