Integrating the Supervised Information into Unsupervised Learning

Table 4

Comparison of clustering accuracies of methods (%).

	K-means	Girolami	NI	NJW	SDSN
(1)	79.4	83.9	82.8	86.7	86.6
(2)	81.8	83.7	80.2	85	84.3
(3)	75	78	73	81.1	79.5
(4)	66.7	68	67.5	71.6	68.5
(5)	65.3	66.2	66.8	68.9	68.6
Wine	94	95.7	96	97.5	95.8
Liver	71.1	72.6	70.3	73.1	71.3
Monk3	96.2	97	96.4	97.3	97.3
Letter	86.9	87.2	87.5	90.5	88.2