The K-Means Algorithm The k-means algorithm, sometimes called Lloyd's algorithm, is simple and elegant. The algorithm is illustrated in Figures 3-7. In pseudo-code, k-means is: initialize clustering ...

When using any clustering algorithm, including k-means, you should normalize the data so that all the columns have roughly the same range, typically between 0 and 1, or between -1 and +1. This ...

A wide range of clustering algorithms is available in literature and still an open area for researcher. K-means algorithm is one of the basic and most simple partitioning clustering technique ...