Table 2.
Summary of 13 different sequence-based feature descriptors along with their corresponding description and dimension.
| Order | Descriptors | Description | Dimension | References |
|---|---|---|---|---|
| 1 | AAC | Frequency of 20 amino acids | 20 | 46,47 |
| 2 | AAI | Different biochemical and biophysical properties extracted from the AAindex database | 11 | 46,48 |
| 3 | APAAC | Amphiphilic pseudo-amino acid composition | 22 | 49 |
| 4 | CTDC | Percentage of particular amino acid property groups | 39 | 46,50,51 |
| 5 | CTDD | Percentage of mutual conversion in amino acid properties | 39 | 46,50,51 |
| 6 | CTDT | Distribution of amino acid properties in sequences | 195 | 46,50,51 |
| 7 | DDE | Dipeptide deviation from expected mean | 400 | 52 |
| 8 | DPC | Frequency of 400 dipeptides | 400 | 47,53,54 |
| 9 | EAAC | Enhance amino acid composition | 20 | 52 |
| 10 | PAAC | Pseudo amino acid composition | 21 | 49 |
| 11 | PSSM_AAC | Traditional AAC from the primary sequence to the PSI-BLAST profile | 20 | 55 |
| 12 | PSSM_DP | Traditional PDC from the primary sequence to the PSI-BLAST profile | 400 | 55 |
| 13 | PSSM_COM | Position-specific scoring matrix composition | 400 | 55 |