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Clustering algorithm: Spectral clustering with eigen-gap heuristic

Source: R/clust_algs_list.R
spectral_eigen_classic.Rd

Applies spectral clustering to similarity matrix. Number of clusters is based on the eigen-gap heuristic. Range of possible cluster solutions is fixed between 2 and 5 inclusive.

Usage

spectral_eigen_classic(similarity_matrix)

Arguments

similarity_matrix

A similarity matrix.

Value

solution_data A list storing cluster assignments ("solution") and the number of clusters ("nclust").