It is a process for feature selection, so model building. Ideally, you use it for figuring out terms using a training set and then fit that model to a holdout set. Do you have enough data to do that? You dont have to do it like that, but it drastically helps for generalizability.
If I get time this weekend i will see about setting up a n example using work.heart set.