Research Article

Self-Adaptive -Means Based on a Covering Algorithm

Table 4

The value of is unknown (Cloud and Gauss; denotes the optimal value).

C--meansCloudGauss
DBIDVISISDIDBIDVISISDI

51.04790.28930.36114.585991.18690.26720.20705.5891
61.07460.34690.35804.1325101.14840.29450.21595.4769
71.09670.29350.32955.1985111.14920.31210.21775.4715
81.03640.27480.31844.6350121.15390.33750.21815.4793
91.00990.34280.31824.4439131.10580.33960.22335.4130
100.98680.35160.31604.0679141.17040.27880.21396.0448
111.05420.27390.29214.6985151.15950.22300.21026.5191
121.02850.27080.29824.6481161.20010.25350.20926.5085
131.07450.24820.28664.7405171.18830.26970.20736.3310
140.96140.29050.30364.4374181.16530.28230.20806.3249