5. The system of claim 2 , further comprises a training set modification component that successively prunes each previous training set in part by excluding one or more lowest ranked items from each training set to form a new training set, each new training set comprises a subset of the items from the previous training set.
2. The system of claim 1 , the plurality of ranking algorithms trained via machine learning or statistical methods.