Fuzzy Spectral Clustering with Variable-Weighted Adjacency Matrices


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Documentation for package ‘FuzzySpec’ version 1.0.0

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clustering.accuracy Clustering Accuracy with Optimal Label Matching
compute.sigma Compute Locally-Adaptive Scaling Parameters from a Distance Matrix
compute.SNN Shared-Nearest-Neighbours (SNN) Similarity from a Similarity Matrix
fari Frobenius Adjusted Rand Index for Comparing Two Partition Matrices
find.radius Adaptive Radius Selection by Natural Neighbours
fuzzy.spectral.clustering Fuzzy Spectral Clustering with Normalized Eigenvectors
gen.fuzzy Generate 2D synthetic datasets with known fuzzy memberships
make.adjacency A General Framework for Adjacency Matrix Construction
plot.fuzzy Plot 2D Fuzzy Data with Optional Uncertainty Sizing and Cluster Colouring
rNN.dist Compute r-Nearest Neighbours from a Distance Matrix