Table 7 Completeness score of K-Means, FEKM, MCKM, MFQ and FLCS.
From: An efficient framework for obtaining the initial cluster centers
Data sets | K-means | FEKM | MCKM | MFQ | FLCS |
|---|---|---|---|---|---|
Iris | 0.7474 | 0.7619 | 0.7474 | 0.7649 | 0.7649 |
Balance | 0.0564 | 0.1324 | 0.0648 | 0.2882 | 0.2882 |
Abalone | 0.0721 | 0.0796 | 0.131 | 0.1086 | 0.1086 |
Seed | 0.6681 | 0.7126 | 0.6963 | 0.7126 | 0.7126 |
TAE | 0.0171 | 0.029 | 0.0275 | 0.0201 | 0.0201 |
Wine | 0.3984 | 0.4345 | 0.4287 | 0.451 | 0.451 |
Glass | 0.2234 | 0.2158 | 0.2134 | 0.3893 | 0.3893 |
Mushroom | 0.2013 | 0.2218 | 0.2013 | 0.1969 | 0.1969 |
Adult | 0.0002 | 0.000314 | 0.000301 | 0.000311 | 0.000311 |
Haberman | 0.0008 | 0.001 | 0.0009 | 0.001 | 0.001 |
