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************************************** ** Kmeans Clustering ** ** Author: Jui-Ting Hsu ** ** Contact: [email protected] ** ************************************** This project consists of the Lloyd's Kmean's alogrithm implemented by Jui-Ting Hsu in Java. The files enclosed consists of two main parts: the java sources files and the Junit test files. The source files consists of the following: Point.java Centroid.java Cluster.java Kmeans.java Kmeans2.java with their respective Junit test files named Test_*.java. Kmeans.java and Kmeans2.java are the class where the main algorithm is implemented. Kmeans is the Lloyd's algorithm and Kmeans2 is another approach to Kmeans. Both of these files produce an output to the text file "Kmeans.txt" or "Kmeans2.txt" depending on which one was ran. The output file will contain information regarding which version was ran, the mean distance between all the points and the centroid of the cluster they belong to, as well as information of each cluster including the centroid's coordinate and the points they contain.
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