% 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: different variances and linear not separable % @relation atom @ATTRIBUTE x REAL @ATTRIBUTE y REAL @ATTRIBUTE z REAL @ATTRIBUTE class {1,2} @data -4.82249,-50.40217,4.020861,1 -44.46012,20.96467,-11.49206,1 50.00102,0.7807481,9.13446,1 -41.69908,-22.31006,16.31412,1 4.425242,-4.666664,50.22374,1 27.26058,23.38604,35.06772,1 -19.988,-6.638056,45.86818,1 47.5704,-1.571324,15.8721,1 41.8764,10.83021,24.64421,1 15.85935,14.686,44.09609,1 -33.77252,-36.60115,3.766672,1 3.218305,-44.84079,22.52914,1 4.31406,-2.829593,-50.04402,1 22.7331,-33.76487,28.55148,1 5.453126,4.356794,48.95405,1 6.473627,49.40687,0.3539394,1 -21.38691,44.32754,-9.408566,1 34.33926,-11.68791,34.82704,1 -2.538081,-40.3518,29.40645,1 14.16785,-35.62283,-32.61538,1 33.07119,-28.15823,-23.45108,1 -45.86114,2.049557,21.06677,1 -45.06056,16.24832,15.40648,1 11.35568,-8.953778,-49.02086,1 26.94642,-32.28738,25.70605,1 23.97626,43.49894,8.875034,1 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