@ankit81195 wrote:
I am studying about the dimension reduction in which I am studying about principal component analysis while studying it I came across that each component is the linear combination of the features .The basis is called loadings and I came to know that the loadings need to be standardized before using .I want to know that why it is necessary to normalize the loadings before creating the component.
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