Table 8 V-measure 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 | 0.7419 | 0.756 | 0.7419 | 0.7581 | 0.7581 |
Balance | 0.0676 | 0.1445 | 0.0707 | 0.3141 | 0.3141 |
Abalone | 0.0697 | 0.0676 | 0.1258 | 0.0994 | 0.0994 |
Seed | 0.6662 | 0.7101 | 0.6949 | 0.7101 | 0.7101 |
TAE | 0.0182 | 0.0277 | 0.0263 | 0.0193 | 0.0193 |
Wine | 0.3760 | 0.4045 | 0.4287 | 0.4233 | 0.4233 |
Glass | 0.1523 | 0.1579 | 0.1546 | 0.1807 | 0.1807 |
Mushroom | 0.1689 | 0.1962 | 0.1816 | 0.1952 | 0.1952 |
Adult | 0.0002 | 0.000312 | 0.000299 | 0.000317 | 0.000317 |
Haberman | 0.0007 | 0.0009 | 0.0008 | 0.0011 | 0.0011 |
