I have a biological data set with 38 columns and 158 rows. Each row represents one human cell with 38 measured variables. My goal is to find possible clusters within all of my data points. To find the optimal cluster number I used the Silhouette Clustering Method. My optimal number of clusters is 9. To run k means with 9 clusters works fine. But how do I figure out after what variables k means ordered my cells to which cluster?
Thanks, for your help.