A Novel Classification Method for Syndrome Differentiation of Patients with AIDS

Table 3

Comparative results of existing syndrome differentiation methods.

AIDS syndromes	Syndrome differentiation methods
	k-means		Naïve Bayes		SVM		MRS-MIL
	Precision	Recall	Precision	Recall	Precision	Recall	Precision	Recall
C1	0.5133	0.4435	0.6236	0.5600	0.6255	0.5529	0.8327	0.7782
C2	0.5089	0.4512	0.5592	0.5029	0.5913	0.4639	0.8526	0.8098
C3	0.5001	0.4359	0.5208	0.4756	0.5347	0.4378	0.7771	0.7013
C4	0.4642	0.3815	0.4714	0.4011	0.4923	0.3874	0.6303	0.5620
C5	0.4912	0.4209	0.5108	0.4398	0.5488	0.4711	0.7371	0.6927
C6	0.5024	0.4711	0.5988	0.5219	0.5835	0.4826	0.8012	0.7384
C7	0.4920	0.4456	0.5678	0.5333	0.6011	0.4465	0.7843	0.6952
Avg.	0.4960	0.4357	0.5503	0.4907	0.5682	0.4632	0.7736	0.7111