Our goal is to find a property of individual semantic profiles that, when averaged across the profiles in a data set, indicates whether our method will be able to distinguish profiles of different classes in that data set.
we aim to learn about the overall separability of the classes in a data set by investigating the properties of individual profiles that constitute the data set.