Figure 3: Structure of the HMM used to model the relationship between first step outputs and true SLs for a seven residue fragment: (X1,X2,X3,X4) are the true SLs and Oi = (o1 i , o2i , . . . , oi 351) is the vector of votes obtained from step 1 for the four AA fragment encoded by Xi.