The experimental results on the quality of clustering diverse set of data using a modified algorithm chameleon
Татьяна Борисовна Шатовская, Анастасия Александровна Заремская · ScienceRise · 2015
In this work results of modified Chameleon algorithm are discussed. Hierarchical multilevel algorithms consist of several stages: building the graph, coarsening, partitioning, recovering. Exploring of clustering quality for different data sets with different combinations of algorithms on different stages of the algorithm is the main aim of the article. And also aim is improving the construction phase through the optimization algorithm of choice k in the building the graph k-nearest neighbors