cluster.txt

无监督聚类的VC源码。。数据挖掘中的一种经典聚类算法

0.036668  0.921882  4
0.037618  0.923746  4
0.030359  0.920110  4
0.044972  0.846653  4
0.049450  0.848584  4
0.043082  0.849910  4
0.049907  0.841113  4
0.045074  0.842511  4
0.044340  0.849720  4
0.045493  0.849124  4
0.040607  0.848775  4
0.046097  0.846390  4
0.046558  0.845243  4
0.047092  0.848049  4
0.041098  0.845020  4
0.044797  0.844529  4
0.045144  0.844079  4
0.045648  0.849143  4
0.041056  0.842109  4
0.045513  0.848317  4

Center 3:0.080237  0.935996  
0.073162  0.936318  4
0.077801  0.933186  4
0.071600  0.935289  4
0.075323  0.935176  4
0.077231  0.934672  4
0.074328  0.933150  4
0.073874  0.938999  4
0.078853  0.935195  4
0.077113  0.935656  4
0.070096  0.936174  4
0.074909  0.937236  4
0.072840  0.931095  4
0.074910  0.936298  4
0.074912  0.932407  4
0.074620  0.931254  4
0.077455  0.939699  4
0.075605  0.937967  4
0.070548  0.935820  4
0.079987  0.939217  4
0.079181  0.935302  4
0.070218  0.939582  4
0.074037  0.932648  4
0.077225  0.937446  4
0.073865  0.931011  4
0.074518  0.935611  4
0.071818  0.936355  4
0.073234  0.934046  4
0.079798  0.936204  4
0.078238  0.931825  4
0.073744  0.933026  4
0.079280  0.930290  4
0.077905  0.936311  4
0.071324  0.934940  4
0.073295  0.930949  4
0.072974  0.937902  4
0.065484  0.961843  4
0.066354  0.965456  4
0.061113  0.962135  4
0.064445  0.965210  4
0.062078  0.966879  4
0.060649  0.963767  4
0.063722  0.963789  4
0.064178  0.967320  4
0.063846  0.967414  4
0.065501  0.963327  4
0.065228  0.965287  4
0.065320  0.962126  4
0.060456  0.964178  4
0.067085  0.961162  4
0.069150  0.969298  4
0.060944  0.968490  4
0.067394  0.969446  4
0.066148  0.964956  4
0.060196  0.963332  4
0.077026  0.911270  4
0.077370  0.914703  4
0.076371  0.915137  4
0.078717  0.911033  4
0.070183  0.917092  4
0.072084  0.910016  4
0.072667  0.916021  4
0.075576  0.917257  4
0.072582  0.911549  4
0.074824  0.915003  4
0.072637  0.913995  4
0.072694  0.912622  4
0.076039  0.914591  4
0.075817  0.911923  4
0.076758  0.919025  4
0.075040  0.914449  4
0.079080  0.911682  4
0.077269  0.911481  4
0.079349  0.913272  4
0.073146  0.916530  4
0.078535  0.911046  4
0.073274  0.911855  4
0.072180  0.917679  4
0.078952  0.914131  4
0.071830  0.911003  4
0.071558  0.915653  4
0.076512  0.914501  4
0.077830  0.912296  4
0.073725  0.912006  4
0.076976  0.911293  4
0.073499  0.917574  4
0.076207  0.910799  4
0.071522  0.914376  4
0.070196  0.911420  4
0.076944  0.910779  4
0.073775  0.914196  4
0.071991  0.913752  4
0.076019  0.912946  4
0.077195  0.911374  4
0.073373  0.911328  4
0.076402  0.919583  4
0.079697  0.915171  4
0.076337  0.910272  4
0.076441  0.915788  4
0.074724  0.910417  4
0.074196  0.911906  4
0.077344  0.910788  4
0.073431  0.917364  4
0.079241  0.914717  4
0.071281  0.919537  4
0.036702  0.928675  4
0.102157  0.956405  4
0.107640  0.958939  4
0.108470  0.959240  4
0.106151  0.950144  4
0.107264  0.953091  4
0.106272  0.953303  4
0.101196  0.952913  4
0.101410  0.957264  4
0.102466  0.955539  4
0.101621  0.950854  4
0.105146  0.955599  4
0.101400  0.955906  4
0.105069  0.953549  4
0.101264  0.955265  4
0.106022  0.950042  4
0.106293  0.957557  4
0.101413  0.951649  4
0.102235  0.955375  4
0.104509  0.952783  4
0.107333  0.959088  4
0.103597  0.956324  4
0.106895  0.955980  4
0.101058  0.955313  4
0.104509  0.958199  4
0.102974  0.955386  4
0.108728  0.954024  4
0.101300  0.955470  4
0.104789  0.951973  4
0.109023  0.954028  4
0.107354  0.950673  4
0.108798  0.955229  4
0.109913  0.957778  4

Center 4:0.044059  0.387535  
0.027450  0.360712  2
0.021926  0.360536  2
0.020265  0.368431  2
0.026881  0.369715  2
0.020627  0.368308  2
0.023303  0.369659  2
0.024807  0.363219  2
0.021839  0.363750  2
0.028278  0.360328  2
0.029744  0.367902  2
0.029791  0.367449  2
0.026691  0.360319  2
0.021662  0.363468  2
0.027860  0.362513  2
0.021886  0.360309  2
0.020410  0.360369  2
0.024946  0.367652  2
0.020225  0.366510  2
0.024318  0.366223  2
0.022007  0.362713  2
0.029448  0.363798  2
0.025165  0.360618  2
0.026515  0.367481  2
0.027746  0.368322  2
0.028191  0.361478  2
0.021693  0.366611  2
0.024609  0.360279  2
0.024326  0.361811  2
0.023345  0.362902  2
0.026312  0.367575  2
0.020584  0.368583  2
0.025249  0.365968  2
0.024232  0.365957  2
0.022240  0.364523  2
0.028268  0.365051  2
0.024819  0.364060  2
0.020541  0.365217  2
0.022909  0.364512  2
0.023843  0.368212  2
0.023569  0.368790  2
0.023814  0.367814  2
0.024004  0.361748  2
0.024539  0.363587  2
0.029707  0.362950  2
0.021248  0.362135  2
0.029475  0.360236  2
0.029455  0.363093  2
0.026839  0.362406  2
0.029446  0.369540  2
0.028931  0.363108  2
0.022503  0.366223  2
0.020550  0.368238  2
0.023644  0.367693  2
0.021868  0.363870  2
0.023021  0.369786  2
0.020350  0.369284  2
0.029859  0.368086  2
0.027045  0.361572  2
0.021023  0.366996  2
0.027160  0.362856  2
0.020695  0.365771  2
0.097197  0.413770  2
0.090140  0.413754  2
0.098713  0.416824  2
0.090750  0.418619  2
0.098788  0.411770  2
0.091683  0.419423  2
0.094142  0.418622  2
0.090000  0.412782  2
0.091501  0.412883  2
0.093080  0.416447  2
0.092809  0.419001  2
0.092389  0.411689  2
0.099549  0.418551  2
0.090888  0.412926  2
0.095187  0.415468  2
0.090334  0.410506  2
0.098927  0.417682  2
0.099713  0.419097  2
0.096750  0.418047  2
0.094411  0.413413  2
0.094768  0.410365  2
0.091053  0.410812  2
0.090612  0.410009  2
0.094465  0.414674  2
0.096126  0.417924  2
0.095816  0.417742  2
0.096584  0.416020  2
0.099552  0.415449  2
0.095314  0.414448  2
0.090404  0.418287  2
0.090181  0.415347  2
0.090420  0.412244  2
0.093989  0.410072  2
0.092340  0.410360  2
0.093005  0.410256  2
0.098883  0.417412  2
0.094599  0.417207  2
0.093066  0.417354  2
0.094563  0.414439  2
0.090596  0.419639  2
0.091545  0.419791  2
0.094002  0.410709  2
0.097503  0.411230  2
0.095746  0.412349  2
0.040115  0.406568  2
0.049986  0.408848  2
0.047903  0.409306  2
0.041764  0.405945  2
0.044283  0.408751  2
0.040494  0.402206  2
0.041936  0.405556  2
0.048559  0.406763  2
0.042614  0.409691  2
0.044363  0.405737  2
0.046150  0.403241  2
0.042755  0.407832  2
0.041408  0.403785  2
0.049958  0.406380  2
0.048423  0.401598  2
0.042183  0.409612  2
0.044783  0.401418  2
0.049299  0.408072  2
0.049063  0.403295  2
0.048200  0.402409  2
0.041866  0.400500  2
0.041708  0.404236  2
0.043019  0.400547  2
0.048704  0.409779  2
0.040532  0.408459  2
0.048284  0.406320  2
0.043177  0.406655  2
0.047979  0.406618  2
0.042765  0.402627  2
0.043918  0.408615  2
0.043317  0.406643  2
0.040347  0.408031  2
0.040768  0.405613  2
0.045118  0.402948  2
0.041815  0.402385  2
0.040935  0.409436  2
0.043452  0.408930  2
0.048781  0.408104  2
0.044737  0.400226  2
0.044070  0.405796  2
0.041655  0.401682  2
0.048269  0.404246  2
0.042526  0.403164  2
0.045784  0.402220  2
0.044897  0.402858  2
0.049721  0.405016  2
0.047570  0.400810  2
0.049551  0.404319  2
0.046790  0.409883  2
0.042292  0.400978  2
0.048187  0.407300  2
0.042874  0.409220  2
0.047980  0.400641  2
0.042784  0.401278  2
0.049729  0.401798  2
0.043047  0.409291  2
0.045658  0.406752  2
0.047789  0.404037  2
0.047049  0.408740  2
0.049595  0.408816  2
0.048380  0.408777  2
0.045937  0.403654  2
0.046249  0.401592  2
0.045192  0.408090  2
0.043990  0.404571  2
0.040488  0.409233  2
0.046130  0.401045  2
0.045831  0.400355  2
0.040097  0.408875  2
0.044265  0.408086  2
0.046030  0.400173  2
0.044151  0.400801  2
0.048982  0.403626  2
0.048287  0.408844  2
0.041429  0.407202  2
0.045601  0.400923  2
0.042927  0.409711  2
0.045889  0.405555  2
0.089318  0.387500  2
0.087012  0.380604  2
0.080780  0.383043  2
0.081784  0.387954  2
0.088671  0.383719  2
0.088696  0.380581  2
0.088496  0.385414  2
0.086826  0.385030  2
0.082144  0.382359  2
0.080871  0.380311  2
0.086211  0.383610  2
0.087434  0.380771  2
0.089905  0.383255  2
0.088481  0.386579  2
0.082895  0.383649  2
0.080684  0.383027  2
0.082430  0.386969  2
0.086232  0.386438  2
0.086335  0.389011  2
0.089188  0.381906  2
0.086628  0.389261  2
0.088066  0.382905  2
0.082164  0.382900  2
0.088989  0.380210  2
0.084234  0.383036  2
0.088333  0.389139  2
0.088420  0.385650  2
0.086587  0.384205  2
0.084803  0.385637  2
0.088184  0.389021  2
0.082997  0.386666  2
0.080856  0.389928  2
0.086934  0.389974  2
0.082935  0.381403  2
0.089312  0.382489  2
0.083323  0.388430  2
0.086308  0.387973  2
0.086114  0.384404  2
0.088552  0.388304  2
0.085684  0.386303  2
0.088112  0.380190  2
0.081269  0.385465  2
0.083162  0.380683  2
0.085284  0.384493  2
0.081836  0.383305  2
0.089252  0.386822  2
0.084322  0.386117  2
0.081326  0.383167  2
0.083852  0.388665  2
0.086280  0.380710  2
0.084359  0.389446  2
0.086875  0.389262  2
0.083875  0.384386  2
0.080499  0.380334  2
0.083434  0.381743  2
0.081476  0.388827  2
0.085142  0.385413  2
0.056279  0.360157  2
0.050511  0.369897  2
0.058909  0.369944  2
0.054287  0.367201  2
0.058848  0.368015  2
0.051278  0.363285  2
0.059505  0.365207  2
0.050241  0.363057  2
0.052494  0.360248  2
0.050794  0.363128  2
0.053923  0.360311  2
0.055198  0.364740  2
0.053705  0.366848  2
0.054415  0.362810  2
0.050627  0.367680  2
0.056053  0.366262  2
0.052274  0.368775  2
0.053533  0.368897  2
0.059221  0.369453  2
0.054819  0.369926  2
0.057324  0.364762  2
0.057004  0.366517  2
0.054236  0.361214  2
0.055855  0.362183  2
0.052678  0.360958  2
0.054610  0.368937  2
0.051467  0.360373  2
0.053847  0.369406  2
0.055165  0.360270  2
0.053469  0.364358  2
0.056352  0.366232  2
0.054413  0.368909  2
0.055663  0.360113  2
0.058936  0.366190  2
0.050933  0.367414  2
0.057926  0.364226  2
0.058536  0.366345  2
0.053349  0.364722  2
0.052883  0.368053  2
0.059615  0.363268  2
0.057164  0.369670  2
0.057283  0.366792  2
0.051765  0.363063  2
0.051477  0.367202  2
0.059340  0.369943  2
0.056694  0.360227  2
0.058402  0.368454  2
0.053983  0.363549  2
0.055069  0.368737  2
0.052855  0.369095  2
0.055147  0.366753  2
0.059605  0.364915  2
0.054471  0.364538  2
0.052533  0.364809  2
0.059629  0.366165  2
0.050065  0.361148  2
0.058968  0.369210  2
0.055698  0.361759  2
0.059096  0.363637  2
0.054182  0.368675  2
0.058238  0.366270  2
0.010165  0.394065  2
0.013628  0.395052  2
0.014111  0.394882  2
0.017584  0.392838  2
0.010528  0.397425  2
0.011227  0.396718  2
0.019170  0.390674  2
0.011476  0.397930  2
0.013993  0.398594  2
0.018938  0.399343  2
0.011894  0.390973  2
0.012056  0.399448  2
0.010942  0.397801  2
0.010643  0.392470  2
0.019571  0.398855  2
0.019773  0.390634  2
0.017178  0.392688  2
0.015202  0.391958  2
0.012620  0.391935  2
0.014887  0.390262  2
0.018214  0.395873  2
0.010950  0.390553  2
0.010287  0.391622  2
0.015214  0.393684  2
0.010240  0.392169  2
0.017513  0.391799  2
0.019421  0.390989  2
0.018080  0.397451  2
0.013770  0.393732  2
0.015767  0.396577  2
0.011029  0.395749  2
0.012010  0.391432  2
0.010503  0.391982  2
0.016509  0.392658  2
0.017352  0.399241  2
0.017796  0.395033  2
0.016684  0.391655  2
0.019059  0.390115  2
0.011729  0.391769  2
0.011507  0.393775  2
0.012358  0.394602  2
0.016632  0.398897  2
0.010176  0.392216  2
0.011121  0.394550  2
0.012599  0.397216  2
0.014932  0.390020  2
0.010912  0.393804  2
0.017934  0.392237  2
0.010382  0.398771  2
0.014521  0.390837  2
0.010917  0.390820  2
0.019391  0.397438  2
0.011152  0.396511  2
0.016078  0.395615  2
0.017322  0.393041  2
0.019723  0.393321  2
0.014220  0.393497  2
0.015473  0.392759  2
0.013434  0.392399  2
0.017137  0.395169  2
0.012737  0.399163  2
0.002898  0.387952  2
0.003717  0.387770  2
0.007735  0.385584  2
0.009024  0.389481  2
0.000727  0.380506  2
0.009298  0.382292  2
0.006581  0.381489  2
0.006747  0.389008  2
0.001876  0.382071  2
0.006920  0.387327  2
0.007052  0.387305  2
0.007725  0.387072  2
0.002872  0.389467  2
0.007031  0.387068  2
0.005497  0.386078  2
0.006275  0.387736  2
0.008767  0.386964  2
0.007405  0.389433  2
0.003737  0.380108  2
0.008086  0.380235  2
0.008910  0.386872  2
0.005094  0.384008  2
0.009314  0.380861  2
0.006748  0.381279  2
0.008185  0.389847  2
0.006161  0.384162  2
0.006724  0.389690  2
0.002344  0.385610  2
0.007861  0.381694  2
0.008327  0.384483  2
0.006916  0.387643  2
0.004139  0.387491  2
0.007884  0.388550  2
0.006286  0.384893  2
0.003185  0.388304  2
0.006815  0.386436  2
0.003945  0.387657  2
0.006917  0.385536  2
0.001285  0.380559  2
0.008716  0.387878  2
0.004707  0.383903  2
0.009275  0.382404  2
0.001640  0.380526  2
0.007959  0.383670  2
0.004246  0.389750  2
0.009514  0.383495  2
0.003350  0.386884  2
0.005073  0.388084  2