AI RESEARCH
[R] The SPORE Clustering Algorithm
r/MachineLearning
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I created a clustering algorithm SPORE ( S keleton P ropagation O ver R ecalibrating E xpansions) for general purpose clustering, intended to handle nonconvex, convex, low-d and high-d data alike. I've benchmarked it on 28 datasets from 2-784D and released a Python package as well as a research paper. Short Summary SPORE is a density-variance-based method meant for general clustering in arbitrary geometries and dimensionalities. After building a knn graph, it has 2 phases.