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Table 1 Summary of optimal cluster numbers

From: Diversity and enterotype in gut bacterial community of adults in Taiwan

 

HCac

PAMa

PAMb

Kmeansb

Weighted UniFrac

3 (0.339)

3 (0.350)

3 (0.353)

3 (0.354)

Altgower

2 (0.280)

2 (0.161)

2 (0.305)

2 (0.309)

Bray

2 (0.302)

2 (0.297)

2 (0.309)

2 (0.309)

Jaccard

2 (0.221)

2 (0.216)

2 (0.225)

2 (0.225)

Kulczynski

2 (0.302)

2 (0.297)

2 (0.309)

2 (0.309)

Maximum

2 (0.459)

2 (0.451)

2 (0.464)

2 (0.468)

Pearson

8 (0.571)

2 (0.614)

2 (0.622)

2 (0.622)

Horn

2 (0.494)

2 (0.596)

2 (0.600)

2 (0.600)

Euclidean

2 (0.267)

2 (0.418)

2 (0.419)

2 (0.418)

  1. The first number of each cell is the optimal cluster number and the second number is the Silhouette score. The optimal cluster number corresponding to the maximum score was picked from a limited series of cluster numbers (k ≤ 10)
  2. aBeta matrix was applied as the input
  3. bCoordinate (PC1–PC3) of each sample was applied as the input. Coordinate was generated by the classical multidimensional scaling method from the beta matrix
  4. cHC, Hierarchical clustering