% This Fundamental Clustering Problems Suite (FCPS) may serve as a minimal test for new invented cluster algorithms. % % Every new invented algorithm should at least cluster the FCPS correctly. % % The data sets may be used as long as the following citation is referenced in any publication % concering any of this data: % % Alfred Ultsch, Clustering with SOM: U*C, in Proc. Workshop on Self Organizing Feature Maps ,pp 31-37 Paris 2005. % % main problem: density vs. distance % @relation wingnut @ATTRIBUTE x REAL @ATTRIBUTE y REAL @ATTRIBUTE class {1,2} @data 0.15,0.0,1 0.15,0.25,1 0.15,0.5,1 0.15,0.75,1 0.15,1.0,1 0.15,1.25,1 0.15,1.5,1 0.15,1.75,1 0.15,2.0,1 0.15,2.25,1 0.15,2.5,1 0.15,2.75,1 0.15,3.0,1 -0.15,3.0,2 -0.15,2.75,2 -0.15,2.5,2 -0.15,2.25,2 -0.15,2.0,2 -0.15,1.75,2 -0.15,1.5,2 -0.15,1.25,2 -0.15,1.0,2 -0.15,0.75,2 -0.15,0.5,2 -0.15,0.25,2 -0.15,0.0,2 0.1590287,0.414803,1 -0.1590287,2.585197,2 0.1615557,0.8163109,1 -0.1615557,2.183689,2 0.1627658,1.628365,1 -0.1627658,1.371635,2 0.1638636,0.778645,1 -0.1638636,2.221355,2 0.1743435,0.5312497,1 -0.1743435,2.46875,2 0.1781862,1.774766,1 -0.1781862,1.225234,2 0.1821549,1.170735,1 -0.1821549,1.829265,2 0.1851598,0.4267521,1 -0.1851598,2.573248,2 0.1882799,1.410506,1 -0.1882799,1.589494,2 0.188569,1.376922,1 -0.188569,1.623078,2 0.1966325,1.7077,1 -0.1966325,1.2923,2 0.2075332,1.206062,1 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