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Finding the K in K-Means Clustering | The Data Science Lab
https://datasciencelab.wordpress.com/2013/12/27/finding-the-k-in-k-means-clustering/comment-page-1
The Data Science Lab. December 27, 2013. Finding the K in K-Means Clustering. A couple of weeks ago, here at The Data Science Lab we showed how Lloyd’s algorithm can be used to cluster points using k-means. With a simple python implementation. We also produced interesting visualizations. Other disadvantages are the sensitivity of the final clusters to the selection of the initial centroids and the fact that the algorithm can produce empty clusters. In today’s post, and by popular request. Ie globular in ...
datasciencelab.wordpress.com
Finding the K in K-Means Clustering | The Data Science Lab
https://datasciencelab.wordpress.com/2013/12/27/finding-the-k-in-k-means-clustering
The Data Science Lab. December 27, 2013. Finding the K in K-Means Clustering. A couple of weeks ago, here at The Data Science Lab we showed how Lloyd’s algorithm can be used to cluster points using k-means. With a simple python implementation. We also produced interesting visualizations. Other disadvantages are the sensitivity of the final clusters to the selection of the initial centroids and the fact that the algorithm can produce empty clusters. In today’s post, and by popular request. Ie globular in ...