The Core Cluster-Based Subspace Weighted Clustering Ensemble

Table 6

Average performance in terms of ACC over 20 runs by different clustering methods.

	D1	D2	D3	D4	D5	D6	D7	D8
-means	0.8182	0.4286	0.5655	0.8597	0.4225	0.5944	0.0411	0.7334
GNMF	0.9395	0.5524	0.7783	0.9444	0.5931	0.8118	0.6390	0.9625
SSC	0.8508	0.5565	0.8177	0.6528	0.4418	0.7821	0.6109	0.8200
LSC	_	_	_	_	0.6505	0.7972	0.6309	0.9675
MDEC_SC	0.9899	0.5395	0.7320	0.9583	0.5031	0.7698	0.0210	0.9713
SC_SRGF	0.7766	0.4097	0.5448	0.9458	0.4911	0.7990	0.0657	0.8465
C^2SWCE_SC	0.9899	0.6109	0.7433	0.9861	0.5423	0.8583	0.0135	0.9793
ECPCS-HC	0.8161	0.4762	0.7695	0.8944	0.4692	0.6307	0.0485	0.8244
MDEC_HC	0.9899	0.5548	0.7744	0.9611	0.6229	0.8543	0.0157	0.8539
WEAC_AL	0.6774	0.5000	0.3693	0.2639	0.4509	0.7063	0.0232	0.6295
LWEA	0.9960	0.4194	0.5419	0.9167	0.5218	0.6076	0.0308	0.7820
C^2SWCE_HC	0.9859	0.6109	0.6133	0.9861	0.5423	0.8583	0.0135	0.9693
MDEC_BG	0.9899	0.6129	0.7488	0.9417	0.4951	0.8460	0.0239	0.9682
GP_MGLA	0.7097	0.4960	0.3596	0.2639	0.4364	0.7354	0.0113	0.5565
LWGP	0.9879	0.4879	0.4975	0.9167	0.5255	0.6764	0.0797	0.9360
C^2SWCE_BC	0.9899	0.6532	0.6552	0.9861	0.5341	0.8358	0.0135	0.9788
ECPCS-MC	0.8363	0.5258	0.6384	0.9069	0.5117	0.6729	0.0207	0.9260
C^2SWCE_MC	0.9899	0.6210	0.7414	0.9722	0.4696	0.8333	0.0546	0.9115