From: Real value prediction of protein solvent accessibility using enhanced PSSM features
Work | Regression tool | Description of features | MAE (%)1 |
---|---|---|---|
Ahmad et al., 2003 | NN2 | Amino acid composition | 18.8 |
Yuan and Huang, 2004 | SVR3 | Amino acid composition | 18.5 |
Adamczak et al., 2004 | NN | PSSM4 | 15.3–15.85 |
Wang et al., 2005 | MLR6 | Amino acid composition, PSSM and sequence length | 16.2 |
Garg et al., 2005 | NN | PSSM and secondary structure information | 15.9 |
Nguyen and Rajapakse, 2006 | Two-stage SVR | PSSM | 15.7 |