K-means partitioning

Open an assay file
Check the file name
Set the k-means computation parameters ( Properties and Settings : General & K-means )
Select Analysis => Assay K-means partitioning
Results of the K-means analysis are shown in a message box
Set a number of groups to partition the initial dataset
Save the files
The files are added to the list
Double-click on the file names in the list
Change the visualization parameters on the bottom left panel (optional)