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Table 1 The performance of SVM based models developed on HL10 dataset using different features of peptide sequences

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
5 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
5 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