Before revision:  A linear model and an over-complete dictionary matrix of known AFPs is used to predict  sparse class-label vector which provides sample-association score.
After revision:  A linear model and an over-complete dictionary matrix of known AFPs is used to predict sparse class-label vector that provides a sample-association score.