Table 1 Summary of the considered and selected feature sets
Feature types | The complete set of considered features | Features used to predict MF step | Features used to predict PF step | Features used to predict CF step | Features used to predict CR step |
|---|---|---|---|---|---|
Amino acid composition | 420 | 2 | 2 | 0 | 3 |
Clusters of amino acids types | 336 | 2 | 3 | 1 | 1 |
Physicochemical properties of amino acids | 448 | 3 | 2 | 2 | 5 |
Physicochemical properties of proteins | 4 | 1 | 1 | 1 | 1 |
Sequence complexity and intrinsic disorder | 68 | 1 | 0 | 0 | 1 |
Total | 1276 | 9 | 8 | 4 | 11 |