A context-free encoding scheme of protein sequences for predicting antigenicity of diverse influenza A viruses

BMC Genomics

Table 2 Performance comparison among five strategies on four single subtype datasets

Dataset	Methods	Accuracy	Precision	Recall	F-score
H1N1	Liao et al.	0.742	0.717	0.877	0.788
	MutCounts	0.824	0.802	0.884	0.840
	Peng et al.	0.661	0.671	0.711	0.683
	RegionBand	0.706	0.669	red0.901	0.766
	CFreeEnS	^ared0.859	red0.856	0.887	red0.870
H3N2	Liao et al.	0.784	0.748	0.891	0.812
	MutCounts	0.843	0.841	0.851	0.845
	Peng et al.	0.720	0.658	red0.950	0.777
	RegionBand	0.790	0.763	0.864	0.809
	CFreeEnS	red0.885	red0.896	0.882	red0.889
H5N1	Liao et al.	0.753	0.758	0.878	0.813
	MutCounts	0.863	0.859	0.915	0.885
	Peng et al.	0.846	0.857	0.908	0.880
	RegionBand	0.858	0.824	red0.978	0.893
	CFreeEnS	red0.915	red0.903	0.965	red0.932
H9N2	Liao et al.	0.708	0.816	0.819	0.810
	MutCounts	0.775	0.823	0.914	0.859
	Peng et al.	0.633	red0.888	0.601	0.702
	RegionBand	0.804	0.818	0.954	0.880
	CFreeEnS	red0.850	0.860	red0.964	red0.908

ISSN: 1471-2164