Research Article

Semisupervised Clustering by Iterative Partition and Regression with Neuroscience Applications

Table 9

Summary statistics based on the 5 clusters obtained from the multivariate LS regression clustering including the cell area covariate: sample means and standard deviations of the 3-dimensional response vector (i.e., RGB intensities on log scale), as well as the number of observations (i.e., cells) in each cluster.

ClusterMean
(red, green, and blue)

(red, green, and blue)
Cluster size

1 (4.99, 5.02, 5.78) (0.10, 0.17, 0.25) 25
2 (5.66, 5.83, 5.78) (0.23, 0.26, 0.18) 23
3 (5.40, 5.36, 5.57) (0.12, 0.18, 0.14) 20
4 (4.55, 4.19, 5.52) (0.28, 0.16, 0.11) 41
5 (6.32, 6.50, 5.92) (0.22, 0.24, 0.18) 19