Residue | Training features | Sn | Sp | Acc | MCC | AUC |
---|---|---|---|---|---|---|
K | Amino acid composition (AAC) | 0.70 | 0.69 | 0.69 | 0.37 | 0.78 |
Amino acid pairs composition (AAPC) | 0.66 | 0.65 | 0.65 | 0.29 | 0.71 | |
Amino acid sequence (AA) | 0.68 | 0.64 | 0.65 | 0.23 | 0.67 | |
Positional weighted matrix (PWM) | 0.74 | 0.67 | 0.69 | 0.37 | 0.78 | |
Position specific scoring matrix (PSSM) | 0.63 | 0.61 | 0.62 | 0.16 | 0.61 | |
BLOSUM62 (B62) | 0.63 | 0.60 | 0.61 | 0.15 | 0.59 | |
R | Amino acid composition (AAC) | 0.66 | 0.63 | 0.64 | 0.28 | 0.70 |
Amino acid pairs composition (AAPC) | 0.62 | 0.61 | 0.61 | 0.22 | 0.65 | |
Amino acid sequence (AA) | 0.62 | 0.62 | 0.62 | 0.17 | 0.62 | |
Positional weighted matrix (PWM) | 0.71 | 0.70 | 0.70 | 0.39 | 0.80 | |
Position specific scoring matrix (PSSM) | 0.61 | 0.56 | 0.58 | 0.14 | 0.59 | |
BLOSUM62 (B62) | 0.62 | 0.62 | 0.62 | 0.17 | 0.62 | |
T | Amino acid composition (AAC) | 0.74 | 0.70 | 0.72 | 0.41 | 0.82 |
Amino acid pairs composition (AAPC) | 0.69 | 0.68 | 0.69 | 0.35 | 0.75 | |
Amino acid sequence (AA) | 0.63 | 0.62 | 0.62 | 0.18 | 0.63 | |
Positional weighted matrix (PWM) | 0.69 | 0.67 | 0.68 | 0.32 | 0.73 | |
Position specific scoring matrix (PSSM) | 0.65 | 0.65 | 0.65 | 0.29 | 0.70 | |
BLOSUM62 (B62) | 0.58 | 0.50 | 0.53 | 0.08 | 0.53 | |
P | Amino acid composition (AAC) | 0.72 | 0.70 | 0.70 | 0.39 | 0.80 |
Amino acid pairs composition (AAPC) | 0.68 | 0.64 | 0.65 | 0.30 | 0.71 | |
Amino acid sequence (AA) | 0.64 | 0.66 | 0.65 | 0.23 | 0.67 | |
Positional weighted matrix (PWM) | 0.72 | 0.73 | 0.73 | 0.42 | 0.82 | |
Position specific scoring matrix (PSSM) | 0.66 | 0.68 | 0.67 | 0.32 | 0.73 | |
BLOSUM62 (B62) | 0.61 | 0.58 | 0.59 | 0.15 | 0.60 |