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

Table 5 Comprehensive statistics for information indices

Measures	Statistics	K-NN	SVM	SCUCC	CLCBR	ETCBR	LWCBR	RWCBR
Precision	MIN	0.5000	0.8571	0.7000	0.6000	0.7500	0.3333	0.7778
	AVG	0.6506	0.8857	0.9067	0.7633	0.8917	0.6578	0.9111
	STD	0.1490	0.0639	0.1362	0.1529	0.1087	0.1985	0.1217
	MAX	0.8571	1.0000	1.0000	1.0000	1.0000	0.8000	1.0000
Recall	MIN	0.7143	0.8571	0.2857	0.5714	0.7143	0.2857	0.7143
	AVG	0.8285	0.8857	0.6857	0.7714	0.8571	0.7428	0.9143
	STD	0.0639	0.0639	0.2748	0.1917	0.1429	0.3097	0.1278
	MAX	0.8571	1.0000	1.0000	1.0000	1.0000	1.0000	1.0000
F1-score	MIN	0.5882	0.8571	0.4444	0.6154	0.7692	0.3077	0.8333
	AVG	0.7236	0.8857	0.7375	0.7576	0.8672	0.6861	0.9013
	STD	0.1067	0.0639	0.1795	0.1514	0.0965	0.2320	0.0637
	MAX	0.8571	1.0000	0.9231	1.0000	1.0000	0.8750	1.0000
G-measure	MIN	0.5976	0.8571	0.5345	0.6171	0.7715	0.3086	0.8452
	AVG	0.7221	0.8857	0.7649	0.7624	0.8708	0.6931	0.9070
	STD	0.1088	0.0639	0.1451	0.1488	0.0951	0.2345	0.0593
	MAX	0.8571	1.0000	0.9258	1.0000	1.0000	0.8819	1.0000

Note: MIN the minimum, AVG average, STD standard deviation, MAX the maximum

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