Altair RISE

A program to recognize and reward our most engaged community members

Nominate Yourself Now!

"[SOLVED] metrics to evaluate based clusters centroids"

Hello friends of the community. A query.

I need to apply some metrics for evaluating the quality of the clusters obtained.
I see rapid miner has only the following metrics to evaluate based clusters centroids:
Index bauldin davies
SumOfSquares
I wanted to know if there are third-party plugin to add more metrics, metrics such as:
silhouette index
Dunn's index
Goodman-Kruskal Index
Isolation Index
Jaccard Index
Rand Index
How I can create an operator with any of these metrics?
regards

Find more posts tagged with

AI Studio

Clustering

Accepted answers

All comments

Andrew2

Hello

You could try this

http://rapidminernotes.blogspot.co.uk/2011/06/counting-clusters-part-r.html

It uses R to calculate a silhouette validity measure

You could generalise this to use other validity measures provided by R

Andrew

MarcosRL

Hello, thanks
I found this page with a plugin to implement (Average) operator and Cophenetic Silhouette Coefficient Correlation (CPCC) operator.


http://korek.name/web/moje-tvorba/rapidminer-clustering_performance_plugin-average_silhouette-cophenetic_coefficient/attachment/cpplugin-0-3-jar

I worked perfectly plugin
regards