Dr. James McCaffrey of Microsoft Research presents a full-code, step-by-step tutorial on creating an approximation of a dataset that has fewer columns. Imagine that you have a dataset that has many ...
PCA documentation tends to use the term standardization, but I often use the more general term, normalization. Each value is normalized using the formula x' = (x - u) / s, where x' is the normalized ...