A rank weighted classification for plasma proteomic profiles based on case-based reasoning

Table 4 Information indices by 5-Fold CV

Fold	Measures	K-NN	SVM	SCUCC	CLCBR	ETCBR	LWCBR	RWCBR
I	Precision	0.5000	0.8571	1.0000	0.6667	1.0000	0.8000	1.0000
	Recall	0.7143	0.8571	0.2857	0.5714	0.7143	0.5714	0.7143
	F1-score	0.5882	0.8571	0.4444	0.6154	0.8333	0.6667	0.8333
	G-measure	0.5976	0.8571	0.5345	0.6171	0.8452	0.6761	0.8452
II	Precision	0.8571	0.8571	1.0000	0.8000	0.7500	0.3333	1.0000
	Recall	0.8571	0.8571	0.8571	0.5714	0.8571	0.2857	0.8571
	F1-score	0.8571	0.8571	0.9231	0.6667	0.8000	0.3077	0.9231
	G-measure	0.8571	0.8571	0.9258	0.6761	0.8018	0.3086	0.9258
III	Precision	0.6000	0.8571	0.8333	0.7500	0.8333	0.7778	0.7778
	Recall	0.8571	0.8571	0.7143	0.8571	0.7143	1.0000	1.0000
	F1-score	0.7059	0.8571	0.7692	0.8000	0.7692	0.8750	0.8750
	G-measure	0.7171	0.8571	0.7715	0.8018	0.7715	0.8819	0.8819
IV	Precision	0.7500	1.0000	1.0000	1.0000	0.8750	0.7778	1.0000
	Recall	0.8571	1.0000	0.5714	1.0000	1.0000	1.0000	1.0000
	F1-score	0.8000	1.0000	0.7273	1.0000	0.9333	0.8750	1.0000
	G-measure	0.8018	1.0000	0.7559	1.0000	0.9354	0.8819	1.0000
V	Precision	0.5455	0.8571	0.7000	0.6000	1.0000	0.6000	0.7778
	Recall	0.8571	0.8571	1.0000	0.8571	1.0000	0.8571	1.0000
	F1-score	0.6667	0.8571	0.8235	0.7059	1.0000	0.7059	0.8750
	G-measure	0.6838	0.8571	0.8366	0.7171	1.0000	0.7171	0.8819

ISSN: 1472-6947