Agglomerative hierarchical clustering
Standard k-means
Bisecting K-means
Variant of K-means
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In this paper, some commonly used hierarchical cluster techniques have been compared. A comparison was made
between the agglomerative hierarchical clustering technique and the k-means technique, which includes the k-mean technique,
the variant K-means technique, and the bisecting K-means, although the hierarchical cluster technique is considered to be
one of the best clustering methods. It has a limited usage due to the time complexity. The results, which are calculated based
on the analysis of the characteristics of the cluster algorithms and the nature of the data, showed that the bisecting K-means
technique is the best compared to the rest of the other methods used.