Finance, Risk Analytics, Data Science, Machine Learning.
required to retain that much variance ( or more simply, information retained). The 0.95, which we used meant we wanted to take those many numbers of principal components to get a variance of 0.95! In this particular example, it so happened that we were able to achieve this with just one PC, but