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. Author manuscript; available in PMC: 2016 Sep 7.

Published in final edited form as: Electron J Stat. 2015 Oct 14;9(2):2324–2347. doi: 10.1214/15-EJS1074

Fig 2 — Simulation results for Gaussian clusters with K = 2, n = p = 30, averaged over 200 data sets, for two noise levels σ = {1, 2}. Colored lines correspond to single linkage hierarchical -clustering (), average linkage hierarchical clustering (), k-means clustering (1074i03), convex clustering with q = 1 (), and convex clustering with q = 2 ().

Inline graphic — Simulation results for Gaussian clusters with K = 2, n = p = 30, averaged over 200 data sets, for two noise levels σ = {1, 2}. Colored lines correspond to single linkage hierarchical -clustering (), average linkage hierarchical clustering (), k-means clustering (1074i03), convex clustering with q = 1 (), and convex clustering with q = 2 ().