Multi-Instance Multilabel Learning with Weak-Label for Predicting Protein Function in Electricigens

Table 3

Performance of the MIMLwel methods with different weak-label ratios on two datasets.

Datasets	W.L.R.	HL↓	maF1↑	miF1↑
Geobacter sulfurreducens	20%	0.010 ± 0.002	0.003 ± 0.004	0.032 ± 0.035
	40%	0.010 ± 0.002	0.009 ± 0.005	0.116 ± 0.038
	60%	0.010 ± 0.002	0.016 ± 0.006	0.201 ± 0.034
	80%	0.011 ± 0.001	0.019 ± 0.007	0.245 ± 0.050
Shewanella loihica PV-4	20%	0.013 ± 0.002	0.009 ± 0.008	0.145 ± 0.111
	40%	0.010 ± 0.002	0.005 ± 0.003	0.092 ± 0.039
	60%	0.011 ± 0.003	0.010 ± 0.006	0.167 ± 0.072
	80%	0.011 ± 0.003	0.011 ± 0.005	0.186 ± 0.043