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clusterevalq
2017 Mar 09
2
GSoC 2017 Project Proposal
...entroids within clusters and Silhouette coefficient) but I
hadn't implemented them within Xapian, and thus it wasn't possible to
automate the process of evaluating the clustering results in the
ClusterSet. It is thus important to implement cluster evaluation techniques
within a module (as a ClusterEvaluation class) so that users can get output
on how they can improve their clustering by passing in the ClusterSet (and
the labels if necessary).
The cluster evaluation techniques that I would like to consider are :
a) Silhouette coefficient
b) Adjusted Rand Index
c) Fowlkes Mallows...