In the literature it is common to employ a feature-based linear model.
one defines a feature function φ : X → {0, 1} n that represents entity tuples in an n-dimensional binary feature space 2 , and the model has a weight vector for each class, In this section we propose a specific family of models for classifying entity tuples.