The Core Cluster-Based Subspace Weighted Clustering Ensemble

Table 3

Comparison of clustering results for random subspaces with clustering results for base subspaces (NMI).

Datasets	C^2SWCE_HC		C^2SWCE_SC		C^2SWCE_BG		C^2SWCE_MC
	N	Y	N	Y	N	Y	N	Y
D1	0.6625	0.8270	0.6381	0.8449	0.7823	0.8436	0.8041	0.8808
D2	0.3322	0.4081	0.3524	0.3845	0.4312	0.4899	0.5202	0.5302
D3	0.4179	0.5209	0.2324	0.3533	0.3502	0.4598	0.4190	0.4948
D4	0.7593	0.8257	0.8203	0.8955	0.8203	0.8955	0.9477	0.8203
D5	0.4377	0.6152	0.5133	0.5815	0.4358	0.6118	0.4374	0.6123
D6	0.8177	0.9113	0.7621	0.7818	0.8082	0.9006	0.8083	0.9104
D7	0.4742	0.6596	0.5331	0.6412	0.5318	0.6704	0.4913	0.6402
D8	0.7417	0.8881	0.7515	0.9324	0.7663	0.8967	0.7865	0.9015