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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