In our case, for example, a peptide has a high value of MaxScore0_nw, if the negative examples contain at least another very similar peptide. Moreover, the MaxScore feature is used to check the importance of the absolute value of a good alignment, while the DiffMaxScore attribute takes into account the difference between class groups.