Sentence examples for divisive method from inspiring English sources

Hierarchical clustering is a bottom-up method, whereas k-means a divisive method.

From a computational perspective, some of the state-of-the-art algorithms are Louvain method [77, 78], LPA [48, 79], FNCA [49] and a voltage-based divisive method [80].

A divisive method takes a top-down approach.

The k-clique algorithm has demonstrated the advantages over the divisive method and agglomerative method.

An example of a divisive method is Newman and colleagues' hierarchical clustering for finding community structures in networks [ 53].

Phylogenetic information implemented in STAMP tool is based on two tree-building algorithms: an agglomerative method and a divisive method.

Among hierarchical clustering methods, agglomerative methods provide the highest performance compared with the intermediate and low scores of respectively hybrid and divisive methods.

Well-known divisive methods include median-cut [11], octree [12], variance-based method [13], binary splitting method [14], and greedy orthogonal bipartitioning method [15].

The clustering can be based on either agglomerative methods, where all instances are assigned their own class and these classes are merged, or divisive methods, where everything is assigned to a single class and this class is subdivided.

The same holds true for divisive methods.

Hierarchical clustering is subdivided into 2 types: agglomerative methods and divisive methods.