Integrating the Supervised Information into Unsupervised Learning

Table 1

Performance comparison of fast training approaches.

Dataset (size)	(1) no. of SVs	(2) no. of SVs	(2) no. of shared	(3) no. of SVs	(3) no of shared
Wine (178)	22	21	18	21	20
Liver (345)	43	40	39	41	40
Monk3 (432)	102	96	92	95	95
Letter (520)	115	115	102	112	108