Question
a) Given the following samples in a 2D Euclidean space, what does principal component (PCA) analysis reveal about the data? Show the principal components
a) Given the following samples in a 2D Euclidean space, what does principal component (PCA) analysis reveal about the data? Show the principal components graphically. Explain your answer. [10pts] b) Illustrate the first two iterations of k- medoids clustering algorithm? Compare the application of k-means and k- medoids algorithms on this data with respect to their runtime complexities. [10pts]
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