Does pca require standardization?
Score: 4.9/5 (2 votes) Yes, it is necessary to normalize data before performing PCA. ... If you normalize your data, all variables have the same standard deviation, thus all variables have the same weight and your PCA calculates relevant axis.Why does PCA need standardization?The reason why standard...