Unsupervised encoding selection through ensemble pruning for biomedical classification

Table 3 Employed datasets in this study. The function refers to the positive class, i.e., sequences of class + possess the respective function. The stated MCC refers to the performance reported in the original study. See Reference or [20] for more details

	Function	MCC	Size (+,-)	Reference
acp_mlacp	Anti-cancer	0.698	581 (185,396)	[12]
aip_antiinflam	Anti-inflammatory	0.45	2124 (863,1261)	[14]
amp_antibp2	Anti-microbial	0.84	1975 (981,994)	[30]
atb_antitbp	Anti-tubercular	0.52	492 (246,246)	[31]
avp_amppred	Anti-viral	0.8	1476 (738,738)	[16]
cpp_mlcpp	Cell-penetrating	0.793	1901 (737,1164)	[13]
hem_hemopi	Hemolytic	0.52	1013 (522,461)	[17]
isp_il10pred	Immunosuppressive	0.59	1242 (394,848)	[32]
nep_neuropipred	Neuropeptides	0.67	1750 (875,875)	[18]
pip_pipel	Pro-inflammatory	0.454	3228 (833,2395)	[15]

ISSN: 1756-0381