Book Image

Apache Mahout Clustering Designs

Book Image

Apache Mahout Clustering Designs

Overview of this book

Table of Contents (16 chapters)
Apache Mahout Clustering Designs
Credits
About the Author
About the Reviewers
www.PacktPub.com
Preface
Index

Summary


We discussed Fuzzy K-means clustering in this chapter. We saw how fuzzy the K-means clustering algorithm works and is used in the Mahout implementation of the Fuzzy K-means algorithm on the liver disorder dataset. We discussed how Fuzzy K-means is implemented using the map reduce method. We implemented the code to convert the CSV file into a Mahout useable vector format. We used a vector reader program to read the generated vector. We used a cluster dumper utility to view the output of the cluster.

Now, we will move on to the next chapter where we will discuss the model-based clustering algorithm.