Table 2.
Validation scores
1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | |
APN | 0.11 | 0.12 | 0.15 | 0.15 | 0.17 | 0.17 | 0.17 | 0.18 | 0.18 | 0.26 |
AD | 1.63 | 1.67 | 1.70 | 1.71 | 1.71 | 1.74 | 1.83 | 1.85 | 1.85 | 2.50 |
ADM | 0.28 | 0.31 | 0.37 | 0.47 | 0.48 | 0.48 | 0.57 | 0.63 | 0.63 | 0.85 |
FOM | 0.57 | 0.58 | 0.58 | 0.59 | 0.59 | 0.59 | 0.60 | 0.68 | 0.68 | 0.80 |
Connectivity | 23.91 | 23.91 | 35.44 | 36.09 | 37.49 | 38.40 | 38.82 | 39.58 | 39.84 | 49.93 |
Dunn | 0.17 | 0.17 | 0.12 | 0.11 | 0.11 | 0.11 | 0.08 | 0.08 | 0.08 | 0.06 |
Silhouette | 0.39 | 0.39 | 0.38 | 0.36 | 0.35 | 0.35 | 0.33 | 0.31 | 0.30 | 0.16 |
Clustering validation scores for each validation measure as produced by the clValid package. Please note that the rows are ordered in either ascending or descending order depending whether larger or smaller scores are desirable for a particular validation measure.