From: Designing of peptides with desired half-life in intestine-like environment
Input feature | Residues in peptides | Total attributes | R | R2 | MAE |
---|---|---|---|---|---|
Amino acid composition | All residues | 20 | 0.57 | 0.32 | 1.87 |
5Â N-terminal | 0.39 | 0.12 | 2.12 | ||
5 C-terminal | 0.32 | 0.09 | 1.99 | ||
Binary pattern | All residues | 200 | 0.22 | 0.02 | 1.87 |
5Â N-terminal | 100 | 0.06 | -0.06 | 1.27 | |
5 C-terminal | 100 | 0.34 | 0.12 | 2.01 | |
Dipeptide composition | All residues | 400 | 0.68 | 0.46 | 1.44 |
Tripeptide composition | All residues | 8000 | 0.69 | 0.47 | 1.38 |