If we want our learner to make use of more than one of these types of features, we need to employ a composite kernel to combine them.
we define and employ the following composite kernel: where F 1 and F 2 are the full set of features (containing both flat and structured features) that represent the two essays under consideration, K i is the ith kernel we are combining, and n is the number of kernels we are combining.