I have a dataset (9X7 matrix) and I need to cluster the dataset into any number of clusters (3 is preferable) using K-means clustering with the range of respective clusters. The dataset looks like the following picture.
Range of the respective cluster means:
Cluster 1 from 0.05 to 0.08 Cluster 2 from 0.08 to 0.09
NOTE: The numbers are taken from the attached figure. And this is purely a bioinformatics problem. Because clustering algorithm is fully useful for filtering the large genomic dataset.
I tried doing k-means clustering using weka, but not able get the range of the respective clusters. The clusters results using weka is
Clustered Instances 0 1 ( 14%) 1 2 ( 29%) 2 4 ( 57%)
Could anyone please help me to get the cluster range for the clustering algorithm?
If such algorithm doesnot exits, is there any option to plot the clusters on a graph after clustering?