fenlei.log

本源码是关于模糊聚类中的一小部分,是对课本中的习题的解答

                                            The SAS System             10:13 Tuesday, May 15, 2001   1

                                        The CLUSTER Procedure
                                   Single Linkage Cluster Analysis

                                 Eigenvalues of the Covariance Matrix

                             Eigenvalue    Difference    Proportion    Cumulative

                        1    54.8613326    12.5354134        0.5282        0.5282
                        2    42.3259192    35.6526637        0.4075        0.9357
                        3     6.6732555                      0.0643        1.0000

                     Root-Mean-Square Total-Sample Standard Deviation = 5.883891


                                           Cluster History
                                                                             T
                                                                      Min    i
                          NCL    --Clusters Joined---      FREQ      Dist    e

                           23    OB2         OB15             2    1.4142
                           22    OB8         OB13             2         2    T
                           21    CL22        OB12             3         2
                           20    OB10        OB22             2    2.2361
                           19    OB16        OB21             2    2.4495
                           18    OB5         OB6              2    3.1623    T
                           17    OB9         OB18             2    3.1623
                           16    CL23        OB24             3    3.3166
                           15    CL20        OB17             3    3.6056
                           14    OB7         CL21             4    3.7417
                           13    OB11        OB19             2    4.1231    T
                           12    CL16        OB20             4    4.1231
                           11    CL14        CL15             7    4.5826
                           10    OB1         CL18             3     4.899
                            9    OB14        CL19             3    5.3852
                            8    CL10        OB23             4    5.4772
                            7    CL11        CL13             9     5.831
                            6    OB3         CL17             3    5.9161
                            5    CL8         CL6              7    6.1644
                            4    CL12        CL7             13    6.4031    T
                            3    CL5         CL9             10    6.4031
                            2    CL3         CL4             23    6.7823
                            1    CL2         OB4             24        11
                                            The SAS System             10:13 Tuesday, May 15, 2001   2

                                        The CLUSTER Procedure
                                  Complete Linkage Cluster Analysis

                                 Eigenvalues of the Covariance Matrix

                             Eigenvalue    Difference    Proportion    Cumulative

                        1    54.8613326    12.5354134        0.5282        0.5282
                        2    42.3259192    35.6526637        0.4075        0.9357
                        3     6.6732555                      0.0643        1.0000

                     Root-Mean-Square Total-Sample Standard Deviation = 5.883891


                                           Cluster History
                                                                             T
                                                                      Max    i
                          NCL    --Clusters Joined---      FREQ      Dist    e

                           23    OB2         OB15             2    1.4142
                           22    OB8         OB13             2         2    T
                           21    OB10        OB22             2    2.2361
                           20    OB16        OB21             2    2.4495
                           19    CL22        OB12             3    2.8284
                           18    OB5         OB6              2    3.1623    T
                           17    OB9         OB18             2    3.1623
                           16    CL21        OB17             3         4
                           15    OB11        OB19             2    4.1231    T
                           14    CL23        OB24             3    4.1231
                           13    OB1         OB23             2    5.4772
                           12    OB7         CL19             4    6.1644
                           11    OB3         CL17             3    6.7082
                           10    OB14        CL20             3         7
                            9    CL14        OB20             4    7.3485
                            8    CL13        CL18             4     7.874
                            7    CL12        CL16             7    8.6023
                            6    CL11        CL10             6    12.649
                            5    CL7         CL15             9    12.884
                            4    CL9         CL6             10    16.432
                            3    CL8         OB4              5    16.492
                            2    CL3         CL5             14    21.954
                            1    CL2         CL4             24    25.377
                                            The SAS System             10:13 Tuesday, May 15, 2001   3

                                        The CLUSTER Procedure
                                   Average Linkage Cluster Analysis

                                 Eigenvalues of the Covariance Matrix

                             Eigenvalue    Difference    Proportion    Cumulative

                        1    54.8613326    12.5354134        0.5282        0.5282
                        2    42.3259192    35.6526637        0.4075        0.9357
                        3     6.6732555                      0.0643        1.0000

                     Root-Mean-Square Total-Sample Standard Deviation = 5.883891


                                           Cluster History
                                                                             T
                                                                     Aver    i
                          NCL    --Clusters Joined---      FREQ      Dist    e

                           23    OB2         OB15             2    1.4142
                           22    OB8         OB13             2         2    T
                           21    OB10        OB22             2    2.2361
                           20    CL22        OB12             3    2.4142
                           19    OB16        OB21             2    2.4495
                           18    OB5         OB6              2    3.1623    T
                           17    OB9         OB18             2    3.1623
                           16    CL23        OB24             3    3.7199
                           15    CL21        OB17             3    3.8028
                           14    OB11        OB19             2    4.1231
                           13    OB7         CL20             4    4.8655
                           12    CL16        OB20             4    5.3514
                           11    OB1         OB23             2    5.4772
                           10    OB14        CL19             3    6.1926
                            9    OB3         CL17             3    6.3121
                            8    CL11        CL18             4    6.6383
                            7    CL13        CL15             7     6.927
                            6    CL9         CL10             6    9.4071
                            5    CL7         CL14             9    9.8287
                            4    CL12        CL6             10    11.506
                            3    CL8         OB4              5    12.674
                            2    CL4         CL5             19    14.761
                            1    CL3         CL2             24    16.691