Question: PCA leverages the variance among features to limit ( aka reduce the dimensionality ) number of features needed to describe the data to the limit

PCA leverages the variance among features to limit (aka reduce the dimensionality) number of features needed to describe the data to the limit of acceptable accuracy. This feature reduction technique helps in simplifying subsequent analysis and can lead to improved understanding of underlying complex physical phenomena.
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