Table 9 The result of applying the metrics to clustering algorithms
From: Metric for Measuring the Effectiveness of Clustering of DNA Microarray Expression
| Â | Â | Cluster Cohesiveness | Behavioral grp. Cohesiveness | Total | |||
|---|---|---|---|---|---|---|---|
| Â | Â | Funct. | Proc. | Funct. | Proc. | Funct. | Proc. |
4-means | Euclid.. | 11.01 | 9.26 | 14.23 | 10.94 | 25.23 | 20.19 |
| Â | Pearson | 10.99 | 9.59 | 14.36 | 11.53 | 24.35 | 21.12 |
8-means | Euclid.. | 17.99 | 14.88 | 19.59 | 15.40 | 37.57 | 30.28 |
| Â | Pearson | 16.80 | 13.76 | 19.01 | 14.33 | 35.81 | 28.09 |
Hierarchal clustering | Euclid.. | 14.67 | 14.5 | 17.98 | 12.94 | 32.66 | 25.44 |
| Â | Pearson | 11.01 | 9.26 | 14.23 | 10.93 | 25.23 | 20.19 |