Predicting Cross-Species Infection of Swine Influenza Virus with Representation Learning of Amino Acid Features

Table 4

Performance of feature representation learning and ensemble learning.

Learning strategies	ACC	SE	SP	MCC	TP	TN	FP	FN
Class information	95.69	93.50	97.18	91.03	719	1101	32	50
Probabilistic information	96.37	94.54	97.62	92.46	727	1106	27	42
Major voting	94.37	90.51	97.00	88.31	696	1099	34	73
Probability averaging	94.48	90.77	97.00	88.52	698	1099	34	71