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RESEARCH · CL_06846 · Apr 28 · 04:00

Lloyd's algorithm clustering consistency proven under perturbed samples

Researchers have analyzed the consistency of Lloyd's algorithm, a popular unsupervised clustering method, when applied to perturbed data. They demonstrated that even with small perturbations, the algorithm maintains an …