Table 1 Misclassification rates for analysis of two observed data sets
From: Cluster analysis for DNA methylation profiles having a detection threshold
| Â | Colon cancer Error rate (Silhouette width/Dunn's index) | Lung cancer Error rate (Silhouette width/Dunn's index) |
|---|---|---|
Bernoulli-lognormal model | 0.04 (0.15/1.16) | 0.31 (0.29/1.19) |
Single threshold model | 0.01 (0.17/1.20) | 0.30 (0.29/1.25) |
k-means | 0.04 (0.17/1.18) | 0.38 (0.35/1.25) |
PAM | 0.04 (0.17/1.18) | 0.30 (0.29/1.18) |
HCD | 0.04 (0.15/1.18) | 0.38 (0.35/1.25) |
MCLUST | 0.04 (0.14/1.12) | 0.36 (0.30/1.24) |
SOM | 0.21 (0.12/1.14) | 0.37 (0.34/1.20) |