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2 a) What is PCA and explain how it is performed? b) Discuss the significance of principal components and determine the optimal number to con-

2 a) What is PCA and explain how it is performed? b) Discuss the significance of principal components and determine the optimal number to con- sider. Evaluate the advantages and disadvantages of this selection

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