Integrating the Supervised Information into Unsupervised Learning

Table 3

Clustering accuracy comparison (%).

	CG1	CG2	CG3	SVG	PG	GD	CCL	SDSN
(1)	84.9	85.2	85.8	81.4	—	86.5	86.6	86.6
(2)	82.8	83.2	83.9	80.3	—	80.0	84.5	84.3
(3)	78.6	79.1	79.6	78	—	78.7	79.6	79.5
(4)	66.3	67.5	67.8	65	—	68	68.3	68.5
(5)	66.3	67.2	67.8	65.2	—	65	69	68.6
Wine	94.8	94.8	95.5	93	94.3	95	96.6	95
Liver	70.0	70.3	70.5	69.1	68.1	70.0	71.3	71.3
Monk3	96.6	96.6	97.1	95.8	95.3	96.1	97.1	97.3
Letter	87.2	87.2	87.8	87.0	86.9	85.3	88.5	88.2