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Table 1 Misclassification rates for analysis of two observed data sets

From: Cluster analysis for DNA methylation profiles having a detection threshold

  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)