Table 3. Estimations of number of clusters by the relative measures.
Relative measures | |||||||||||
Data sets | Dunn | Sil | PBM | Hubert | Normalized Hubert | DB | SD | S_Dbw | CS | C-index | #Cluster |
Breast cancer | 5 | 2 | 2 | 2 | 2 | 10 | 2 | 10 | 2 | 5 | 2 |
Breast tissue | 3 | 2 | 6 | 2 | 2 | 3 | 2 | 7 | 6 | 10 | 6 |
Acute inflammations | 4 | 2 | 9 | 2 | 2 | 10 | 4 | 10 | 9 | 4 | 2 |
Ecoli | 3 | 2 | 3 | 2 | 2 | 10 | 4 | 7 | 4 | 4 | 8 |
Glass | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 10 | 8 | 2 | 6 |
Haberman’s survival | 8 | 2 | 5 | 2 | 2 | 10 | 4 | 10 | 4 | 10 | 2 |
Ionosphere | 2 | 2 | 2 | 2 | 3 | 10 | 2 | 9 | 9 | 10 | 2 |
Iris | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 10 | 2 | 2 | 3 |
Parkinsons | 3 | 3 | 5 | 2 | 2 | 8 | 3 | 9 | 8 | 10 | 2 |
Pima Indians diabetes | 2 | 2 | 4 | 2 | 2 | 10 | 3 | 10 | 10 | 10 | 2 |
Sonar | 4 | 2 | 2 | 2 | 2 | 10 | 4 | 10 | 4 | 4 | 2 |
Transfusion | 9/10 | 2 | 7 | 2 | 2 | 2 | 2 | 10 | 7 | 9 | 2 |
Wine | 6 | 3 | 3 | 2 | 2 | 3 | 2 | 7 | 3 | 6 | 3 |
Wine quality (red) | 2 | 2 | 3 | 2 | 2 | 9 | 3 | 3 | 3 | 9 | 6 |
Yeast | 9/10 | 2 | 2 | 2 | 2 | 10 | 3 | 9 | 10 | 10 | 10 |