I have a dataset containing 150k rows and 10 columns. After clustering, I would like to get clustering metrics. Below are lists of metrics that I would like to use>
"C_index", "Calinski_Harabasz", "Davies_Bouldin", "S_Dbw", "Silhouette"
I have a problem. I've tried getting values using
clusterCrit (from R) and
sklearn (from python), but when I tried to get each value by using clusterCrit, it took a huge amount of time, so I couldn't get it.
I think this is because of the large data (my RAM is 8GB). Is there any way for me to get these values?