Table 1.

Preprocessed benchmark dataset

Function	Dataset	Function type	Sequence
AMPs	$s_1^{\mathit{\text{AMPs}}}$	Wound healing	18
	$s_2^{\mathit{\text{AMPs}}}$	Spermicidal	13
	$s_3^{\mathit{\text{AMPs}}}$	Insecticidal	28
	$s_4^{\mathit{\text{AMPs}}}$	Chemotactic	57
	$s_5^{\mathit{\text{AMPs}}}$	Antifungal	593
	$s_6^{\mathit{\text{AMPs}}}$	Anti-protist	4
	$s_7^{\mathit{\text{AMPs}}}$	Antioxidant	22
	$s_8^{\mathit{\text{AMPs}}}$	Antibacterial	1297
	$s_9^{\mathit{\text{AMPs}}}$	Antibiotic	32
	$s_{10}^{\mathit{\text{AMPs}}}$	Antimalarial	25
	$s_{11}^{\mathit{\text{AMPs}}}$	Antiparasital	101
	$s_{12}^{\mathit{\text{AMPs}}}$	Antiviral	125
	$s_{13}^{\mathit{\text{AMPs}}}$	Anticancer	125
	$s_{14}^{\mathit{\text{AMPs}}}$	Anti-HIV	109
	$s_{15}^{\mathit{\text{AMPs}}}$	Proteinase inhibitor	26
	$s_{16}^{\mathit{\text{AMPs}}}$	Surface immobilized	43
	s AMPs		2618
non-AMPs	s non− AMPs		4371