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Table 3 Predictive quality achieved with individual input types; the inputs are sorted in the descending order using the AUC values.

From: ATPsite: sequence-based prediction of ATP-binding residues

Input type # features AUC SENS SPEC ACC MCC
PSSM profile 180 0.824 0.354 0.957 0.933 0.270
AA groups 36 0.785 0.390 0.924 0.902 0.218
Conservation B 17 0.745 0.470 0.860 0.844 0.181
Conservation A 17 0.744 0.427 0.892 0.873 0.194
Conservation C 17 0.741 0.564 0.792 0.783 0.170
Pred. secondary structure 51 0.732 0.651 0.720 0.717 0.161
Sec. str. segment indicator 6 0.706 0.656 0.683 0.682 0.143
Pred. dihedral angles 34 0.696 0.656 0.637 0.638 0.120
Collocation of AA pairs 153 0.671 0.182 0.990 0.957 0.261
Pred. solvent accessibility 17 0.628 0.194 0.918 0.889 0.079
Terminal indicator 1 0.517 0.989 0.045 0.084 0.033