[Solved]Given Following Four Data Points Two Dimensions 2 1 1 0 1 0 2 1 Covariance Matrix Data Poi Q37215009

Given the following four data points in two dimensions: (-2,-1), (-1, 0), (1, 0), (2, 1), a) what is the covariance matrix ofthese data points? b) compute the eigen values and the eigenvectorsof the covariant matrix? c) compute the principal components of thedata points; d) given the labels of two points (-2, -1) and (1, 0)as the positive class, and the labels of two points (-1, 0) and (2,1) as the negative class, compute the maximum discriminatingprojection of the data according to the linear discriminantanalysis (LDA). e) why will not LDA give the principal componentwith the greatest variation?

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Answer to Given the following four data points in two dimensions: (-2, -1), (-1, 0), (1, 0), (2, 1), a) what is the covariance mat… . . .