TIPred: a novel stacked ensemble approach for the accelerated discovery of tyrosinase inhibitory peptides

BMC Bioinformatics

Table 1 Summary of ten different feature encodings along with their corresponding description and dimension

Order	Descriptors	Description	Dimension	References
1	AAC	Frequency of 20 amino acids	20	[59, 60]
2	APAAC	Amphiphilic pseudo-amino acid composition	22	[61]
3	DDE	Dipeptide deviation from expected mean	400	[24]
4	DPC	Frequency of 400 dipeptides	400	[59, 60]
5	PCP	Different biochemical and biophysical properties extracted from the AAindex database	11	[59, 60]
6	PAAC	Pseudo amino acid composition	21	[61]
7	Estate	Electrotopological state atom types	79	[29, 30, 62]
8	FP4	Presence of SMARTS patterns for functional groups	307	[29, 30, 63]
9	MACCS	Binary representation of chemical features defined by MACCS keys	166	[29, 30, 64]
10	Pubchem	Binary representation of substructures defined by PubChem	881	[29, 30, 65]

ISSN: 1471-2105