Principal Component, Machine Learning, Artificial Intelligence, Linear Algebra, Data Science.
locate. This dimensionality reduction will sacrifice some information, but what we are trying to do is find the line that minimizes the loss of information. We gauge how good a line is at retaining information by using the variance of the points. That is, the average distance each point is from the