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. 2020 Apr 10;16:49. doi: 10.1186/s13007-020-00591-8

Table 6.

Summary of Euclidean distances between clusters, self-reported scores and cluster populations when L*a*b* colour pixels are clustered

Clustering metric Example A Example B Example C
K-means cluster
 Distance 3.58 11.75 13.52
GMM cluster
 Distance 1.03 10.27 13.09
GMM Average
  Log-likelihood − 6.90 − 8.50 − 8.89
K-means cluster population
 (Green/Blue) 64% / 36% 51% / 49% 59% / 41%
GMM cluster population
 (Green/Blue) 73% / 27% 53% / 47% 83% / 17%

Example labels refer to Fig. 8. The cluster distances were calculated via ΔE* CIEDE2000.GMM: Gaussian mixture model