BMC Bioinformatics

Table 7 Area under ROC curves (AUCs) on the H. sapiens PPI dataset

From: An improved approach to infer protein-protein interaction based on a hierarchical vector space model

	CC		BP		MF
	Complete dataset	Partial dataset	Complete dataset	Partial dataset	Complete dataset	Partial dataset
HVSM	0.84	0.83	0.93	0.92	0.88	0.88
TCSS	0.82	0.82	0.92	0.92	0.85	0.84
IntelliGO	0.81	0.80	0.91	0.90	0.82	0.80
VSM	0.79	0.78	0.81	0.81	0.79	0.79
Resnik	0.80	0.78	0.91	0.90	0.84	0.82
Lin	0.78	0.76	0.90	0.89	0.83	0.83
Jiang	0.78	0.76	0.88	0.88	0.84	0.83
Schlicker	0.78	0.76	0.90	0.90	0.81	0.80
SimGIC	0.79	0.78	0.82	0.82	0.80	0.80

The best results are in bold

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ISSN: 1471-2105

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