Question: 8. What does feature selection in the context of PCA, CCA and LDA mean? Is there a difference between feature selection and dimension reduction? Specify

8. What does feature selection in the context of PCA, CCA and LDA mean? Is there a difference between feature selection and dimension reduction? Specify potential benefits of feature selection before performing PCA, CCA and LDA. (Optional for undergraduate students registered for MAT4375)
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