聚类分析例题及解答

聚类分析作业例题:countrypopulatndensityurbanreligionlifeexpflifeexpmliteracypop_incrAfghanistan20,50025.018Muslim4445292.8Bangladesh125,000800.016Muslim5353352.4Cambodia10,00055.012Buddhist5250352.9China1,205,200124.026Taoist6967781.1HongKong5,8005,494.094Buddhist807577-0.1India911,600283.026Hindu5958521.9Indonesia199,700102.029Muslim6561771.6Japan125,500330.077Buddhist8276990.3Malaysia19,50058.043Muslim7266782.3N.Korea23,100189.060Buddhist7367991.8Pakistan128,100143.032Muslim5857352.8Philippines69,800221.043Catholic6863901.9S.Korea45,000447.072Protstnt7468961.0Singapore2,9004,456.0100Taoist7973881.2Taiwan20,944582.071Buddhist7872910.9Thailand59,400115.022Buddhist7265931.4Vietnam73,100218.020Buddhist6863881.8进行聚类分析，步骤如下：1、标准化的欧式距离聚类各类所属32>93)CdnboJidchinaHungKorigiIndiainduiiesia1112312JapanN*KortsPakistanPhilippiress.Korfijsingipor4iTaiwan3Tral1and3VIetnam122i类平均法系统聚类r曼r「3O&6W9I-30诧UOHIuElEr-I菖aiffdrEsuopu一-I£碧3>LELI一6IUEM£IESS.StES芸与匚招CE5&「UE睛！?|空gz9二得出以上结果，以欧氏距离为计算距离方法，把以上17个亚洲国家地区按6个变量欧氏距离划分为三类。第一类为：Bangladesh第二类为：China第三类为:Malaysia2、尝试其他类间距离方法最短距离法系统聚类CM—5毁士。PCZE一里一$OXNe一BquEo盍铝史o后muezje£<0卫UEM'njl—窑OM65曷K距离法系统聚类FEroJEE6常一笔EaoyN&Jodsu-SPQWLD工UE&「saudd三UCL坦部仁qbe山£2?aS5UEmmlE3o±wEucqEEoqs3PE-?EmUE-ijri一u(urE.<匚E『五mdJIEu匚一-------:二中间距离法系统聚类O(M霏U&三UdE8匚口TE普B>™C5U£E一puwiEE5Ae£E3N——EuwoCUEM眄Emoxs|―ps&uwIbuc*呈——UEdE「CE_wqlLI®。USEPe&UEnn——UElsLfBJV「UEnd」看一go圉鲁整ward离差平方和法系统聚类E访ae-eaiOJ」od卬6匚一s6US6仁。工UEdE「cn0匚五d三L|dE而(D仁口P匚一EEUai>碧工。UBM一Hl鼻口工5区poqEra。仁mis曰e-bj