
R version 2.10.1 (2009-12-14)
Copyright (C) 2009 The R Foundation for Statistical Computing
ISBN 3-900051-07-0

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> source("/xchip/tcga/gdac_prod/applications/tcga-gdac-genepattern/gp-3.2.4-9272/Tomcat/../../taskLib/Correlate_Cluster_cnvs_onlysig.4.4139/CNV2ClinicalAnalysis_nozzle_onlysig.R")
> result <- main("/xchip/tcga/gdac_prod/applications/tcga-gdac-genepattern/gp-3.2.4-9272/Tomcat/../../taskLib/Correlate_Cluster_cnvs_onlysig.4.4139/", "-nF=/xchip/tcga/Tools/Nozzle/v1.current", "-iD=/xchip/cga/gdac-prod/tcga-gdac-genepattern/jobResults/476717/all_lesions.conf_99.cnv.cluster.txt", "-iC=/xchip/cga/gdac-prod/tcga-gdac/jobResults/GDAC_mergedClustering_new/LIHC-TP/4430497/LIHC-TP.transferedmergedcluster.txt", "-fF=ALL", "-fC=3", "-fH=5", "-fW=9", "-fP=OUT", "-cP=1", "-cQ=0.25", "-MF=ONLYSIG", "-oT=LIHC-TP", "-nV=Nozzle.R1", "-OP=MUTSIG", "-iT=", "-iX=")
[1] "nver"          "-nV=Nozzle.R1"
[1] "nfn"                                 "/xchip/tcga/Tools/Nozzle/v1.current"
[1] "Nozzle.R1"
[1] "successfully load Nozzle.R1"
[1] "ofn"         "-oT=LIHC-TP"
[1] "opt"        "-OP=MUTSIG"
[1] "tl"   "-iT="
[1] "dx"   "-iX="
[1] "opt"    "MUTSIG"
[1] "dx" ""  

nPatients in clinical file=141, in cluster file=139, common to both=139
[1]  53 139
[1] "Amp Peak  1(1p22.3)"
[1] 3
      AMP PEAK  1(1P22.3) CNV AMP PEAK  1(1P22.3) WILD-TYPE 
                           37                           102 
      AMP PEAK  1(1P22.3) CNV AMP PEAK  1(1P22.3) WILD-TYPE 
                           37                           102 
[1] "Amp Peak  2(1q22)"
[1] 3
      AMP PEAK  2(1Q22) CNV AMP PEAK  2(1Q22) WILD-TYPE 
                        100                          39 
      AMP PEAK  2(1Q22) CNV AMP PEAK  2(1Q22) WILD-TYPE 
                        100                          39 
[1] "Amp Peak  3(1q42.3)"
[1] 3
      AMP PEAK  3(1Q42.3) CNV AMP PEAK  3(1Q42.3) WILD-TYPE 
                           95                            44 
      AMP PEAK  3(1Q42.3) CNV AMP PEAK  3(1Q42.3) WILD-TYPE 
                           95                            44 
[1] "Amp Peak  4(2p24.1)"
[1] 3
      AMP PEAK  4(2P24.1) CNV AMP PEAK  4(2P24.1) WILD-TYPE 
                           29                           110 
      AMP PEAK  4(2P24.1) CNV AMP PEAK  4(2P24.1) WILD-TYPE 
                           29                           110 
[1] "Amp Peak  5(2q31.2)"
[1] 3
      AMP PEAK  5(2Q31.2) CNV AMP PEAK  5(2Q31.2) WILD-TYPE 
                           29                           110 
      AMP PEAK  5(2Q31.2) CNV AMP PEAK  5(2Q31.2) WILD-TYPE 
                           29                           110 
[1] "Amp Peak  6(3q26.31)"
[1] 3
      AMP PEAK  6(3Q26.31) CNV AMP PEAK  6(3Q26.31) WILD-TYPE 
                            26                            113 
      AMP PEAK  6(3Q26.31) CNV AMP PEAK  6(3Q26.31) WILD-TYPE 
                            26                            113 
[1] "Amp Peak  7(5p15.33)"
[1] 3
      AMP PEAK  7(5P15.33) CNV AMP PEAK  7(5P15.33) WILD-TYPE 
                            68                             71 
      AMP PEAK  7(5P15.33) CNV AMP PEAK  7(5P15.33) WILD-TYPE 
                            68                             71 
[1] "Amp Peak  8(5q35.3)"
[1] 3
      AMP PEAK  8(5Q35.3) CNV AMP PEAK  8(5Q35.3) WILD-TYPE 
                           47                            92 
      AMP PEAK  8(5Q35.3) CNV AMP PEAK  8(5Q35.3) WILD-TYPE 
                           47                            92 
[1] "Amp Peak  9(6p25.2)"
[1] 3
      AMP PEAK  9(6P25.2) CNV AMP PEAK  9(6P25.2) WILD-TYPE 
                           58                            81 
      AMP PEAK  9(6P25.2) CNV AMP PEAK  9(6P25.2) WILD-TYPE 
                           58                            81 
[1] "Amp Peak 10(6p21.1)"
[1] 3
      AMP PEAK 10(6P21.1) CNV AMP PEAK 10(6P21.1) WILD-TYPE 
                           57                            82 
      AMP PEAK 10(6P21.1) CNV AMP PEAK 10(6P21.1) WILD-TYPE 
                           57                            82 
[1] "Amp Peak 11(7q21.2)"
[1] 3
      AMP PEAK 11(7Q21.2) CNV AMP PEAK 11(7Q21.2) WILD-TYPE 
                           50                            89 
      AMP PEAK 11(7Q21.2) CNV AMP PEAK 11(7Q21.2) WILD-TYPE 
                           50                            89 
[1] "Amp Peak 12(8q13.1)"
[1] 3
      AMP PEAK 12(8Q13.1) CNV AMP PEAK 12(8Q13.1) WILD-TYPE 
                           69                            70 
      AMP PEAK 12(8Q13.1) CNV AMP PEAK 12(8Q13.1) WILD-TYPE 
                           69                            70 
[1] "Amp Peak 13(8q24.13)"
[1] 3
      AMP PEAK 13(8Q24.13) CNV AMP PEAK 13(8Q24.13) WILD-TYPE 
                            81                             58 
      AMP PEAK 13(8Q24.13) CNV AMP PEAK 13(8Q24.13) WILD-TYPE 
                            81                             58 
[1] "Amp Peak 14(9q34.2)"
[1] 3
      AMP PEAK 14(9Q34.2) CNV AMP PEAK 14(9Q34.2) WILD-TYPE 
                           18                           121 
      AMP PEAK 14(9Q34.2) CNV AMP PEAK 14(9Q34.2) WILD-TYPE 
                           18                           121 
[1] "Amp Peak 15(10p15.1)"
[1] 3
      AMP PEAK 15(10P15.1) CNV AMP PEAK 15(10P15.1) WILD-TYPE 
                            30                            109 
      AMP PEAK 15(10P15.1) CNV AMP PEAK 15(10P15.1) WILD-TYPE 
                            30                            109 
[1] "Amp Peak 16(11q13.3)"
[1] 3
      AMP PEAK 16(11Q13.3) CNV AMP PEAK 16(11Q13.3) WILD-TYPE 
                            25                            114 
      AMP PEAK 16(11Q13.3) CNV AMP PEAK 16(11Q13.3) WILD-TYPE 
                            25                            114 
[1] "Amp Peak 17(12q23.1)"
[1] 3
      AMP PEAK 17(12Q23.1) CNV AMP PEAK 17(12Q23.1) WILD-TYPE 
                            26                            113 
      AMP PEAK 17(12Q23.1) CNV AMP PEAK 17(12Q23.1) WILD-TYPE 
                            26                            113 
[1] "Amp Peak 18(13q32.3)"
[1] 3
      AMP PEAK 18(13Q32.3) CNV AMP PEAK 18(13Q32.3) WILD-TYPE 
                            26                            113 
      AMP PEAK 18(13Q32.3) CNV AMP PEAK 18(13Q32.3) WILD-TYPE 
                            26                            113 
[1] "Amp Peak 19(15q26.3)"
[1] 3
      AMP PEAK 19(15Q26.3) CNV AMP PEAK 19(15Q26.3) WILD-TYPE 
                            22                            117 
      AMP PEAK 19(15Q26.3) CNV AMP PEAK 19(15Q26.3) WILD-TYPE 
                            22                            117 
[1] "Amp Peak 20(17p11.2)"
[1] 3
      AMP PEAK 20(17P11.2) CNV AMP PEAK 20(17P11.2) WILD-TYPE 
                            19                            120 
      AMP PEAK 20(17P11.2) CNV AMP PEAK 20(17P11.2) WILD-TYPE 
                            19                            120 
[1] "Amp Peak 21(17q23.1)"
[1] 3
      AMP PEAK 21(17Q23.1) CNV AMP PEAK 21(17Q23.1) WILD-TYPE 
                            57                             82 
      AMP PEAK 21(17Q23.1) CNV AMP PEAK 21(17Q23.1) WILD-TYPE 
                            57                             82 
[1] "Amp Peak 22(17q25.3)"
[1] 3
      AMP PEAK 22(17Q25.3) CNV AMP PEAK 22(17Q25.3) WILD-TYPE 
                            60                             79 
      AMP PEAK 22(17Q25.3) CNV AMP PEAK 22(17Q25.3) WILD-TYPE 
                            60                             79 
[1] "Amp Peak 23(19p13.12)"
[1] 3
      AMP PEAK 23(19P13.12) CNV AMP PEAK 23(19P13.12) WILD-TYPE 
                             35                             104 
      AMP PEAK 23(19P13.12) CNV AMP PEAK 23(19P13.12) WILD-TYPE 
                             35                             104 
[1] "Amp Peak 24(19q13.11)"
[1] 3
      AMP PEAK 24(19Q13.11) CNV AMP PEAK 24(19Q13.11) WILD-TYPE 
                             43                              96 
      AMP PEAK 24(19Q13.11) CNV AMP PEAK 24(19Q13.11) WILD-TYPE 
                             43                              96 
[1] "Amp Peak 25(20q13.33)"
[1] 3
      AMP PEAK 25(20Q13.33) CNV AMP PEAK 25(20Q13.33) WILD-TYPE 
                             52                              87 
      AMP PEAK 25(20Q13.33) CNV AMP PEAK 25(20Q13.33) WILD-TYPE 
                             52                              87 
[1] "Del Peak  1(1p36.32)"
[1] 3
      DEL PEAK  1(1P36.32) CNV DEL PEAK  1(1P36.32) WILD-TYPE 
                            61                             78 
      DEL PEAK  1(1P36.32) CNV DEL PEAK  1(1P36.32) WILD-TYPE 
                            61                             78 
[1] "Del Peak  2(1p35.2)"
[1] 3
      DEL PEAK  2(1P35.2) CNV DEL PEAK  2(1P35.2) WILD-TYPE 
                           49                            90 
      DEL PEAK  2(1P35.2) CNV DEL PEAK  2(1P35.2) WILD-TYPE 
                           49                            90 
[1] "Del Peak  3(2q22.1)"
[1] 3
      DEL PEAK  3(2Q22.1) CNV DEL PEAK  3(2Q22.1) WILD-TYPE 
                           16                           123 
      DEL PEAK  3(2Q22.1) CNV DEL PEAK  3(2Q22.1) WILD-TYPE 
                           16                           123 
[1] "Del Peak  4(2q37.3)"
[1] 3
      DEL PEAK  4(2Q37.3) CNV DEL PEAK  4(2Q37.3) WILD-TYPE 
                           27                           112 
      DEL PEAK  4(2Q37.3) CNV DEL PEAK  4(2Q37.3) WILD-TYPE 
                           27                           112 
[1] "Del Peak  5(3p13)"
[1] 3
      DEL PEAK  5(3P13) CNV DEL PEAK  5(3P13) WILD-TYPE 
                         22                         117 
      DEL PEAK  5(3P13) CNV DEL PEAK  5(3P13) WILD-TYPE 
                         22                         117 
[1] "Del Peak  6(4p16.1)"
[1] 3
      DEL PEAK  6(4P16.1) CNV DEL PEAK  6(4P16.1) WILD-TYPE 
                           28                           111 
      DEL PEAK  6(4P16.1) CNV DEL PEAK  6(4P16.1) WILD-TYPE 
                           28                           111 
[1] "Del Peak  7(4q25)"
[1] 3
      DEL PEAK  7(4Q25) CNV DEL PEAK  7(4Q25) WILD-TYPE 
                         64                          75 
      DEL PEAK  7(4Q25) CNV DEL PEAK  7(4Q25) WILD-TYPE 
                         64                          75 
[1] "Del Peak  8(4q35.1)"
[1] 3
      DEL PEAK  8(4Q35.1) CNV DEL PEAK  8(4Q35.1) WILD-TYPE 
                           59                            80 
      DEL PEAK  8(4Q35.1) CNV DEL PEAK  8(4Q35.1) WILD-TYPE 
                           59                            80 
[1] "Del Peak  9(5q23.1)"
[1] 3
      DEL PEAK  9(5Q23.1) CNV DEL PEAK  9(5Q23.1) WILD-TYPE 
                           19                           120 
      DEL PEAK  9(5Q23.1) CNV DEL PEAK  9(5Q23.1) WILD-TYPE 
                           19                           120 
[1] "Del Peak 10(6q16.3)"
[1] 3
      DEL PEAK 10(6Q16.3) CNV DEL PEAK 10(6Q16.3) WILD-TYPE 
                           48                            91 
      DEL PEAK 10(6Q16.3) CNV DEL PEAK 10(6Q16.3) WILD-TYPE 
                           48                            91 
[1] "Del Peak 11(6q26)"
[1] 3
      DEL PEAK 11(6Q26) CNV DEL PEAK 11(6Q26) WILD-TYPE 
                         53                          86 
      DEL PEAK 11(6Q26) CNV DEL PEAK 11(6Q26) WILD-TYPE 
                         53                          86 
[1] "Del Peak 12(8p23.2)"
[1] 3
      DEL PEAK 12(8P23.2) CNV DEL PEAK 12(8P23.2) WILD-TYPE 
                           84                            55 
      DEL PEAK 12(8P23.2) CNV DEL PEAK 12(8P23.2) WILD-TYPE 
                           84                            55 
[1] "Del Peak 13(8p11.22)"
[1] 3
      DEL PEAK 13(8P11.22) CNV DEL PEAK 13(8P11.22) WILD-TYPE 
                            67                             72 
      DEL PEAK 13(8P11.22) CNV DEL PEAK 13(8P11.22) WILD-TYPE 
                            67                             72 
[1] "Del Peak 14(9p21.3)"
[1] 3
      DEL PEAK 14(9P21.3) CNV DEL PEAK 14(9P21.3) WILD-TYPE 
                           50                            89 
      DEL PEAK 14(9P21.3) CNV DEL PEAK 14(9P21.3) WILD-TYPE 
                           50                            89 
[1] "Del Peak 15(9q34.3)"
[1] 3
      DEL PEAK 15(9Q34.3) CNV DEL PEAK 15(9Q34.3) WILD-TYPE 
                           48                            91 
      DEL PEAK 15(9Q34.3) CNV DEL PEAK 15(9Q34.3) WILD-TYPE 
                           48                            91 
[1] "Del Peak 16(10q23.31)"
[1] 3
      DEL PEAK 16(10Q23.31) CNV DEL PEAK 16(10Q23.31) WILD-TYPE 
                             47                              92 
      DEL PEAK 16(10Q23.31) CNV DEL PEAK 16(10Q23.31) WILD-TYPE 
                             47                              92 
[1] "Del Peak 17(11q23.3)"
[1] 3
      DEL PEAK 17(11Q23.3) CNV DEL PEAK 17(11Q23.3) WILD-TYPE 
                            30                            109 
      DEL PEAK 17(11Q23.3) CNV DEL PEAK 17(11Q23.3) WILD-TYPE 
                            30                            109 
[1] "Del Peak 18(12p12.1)"
[1] 3
      DEL PEAK 18(12P12.1) CNV DEL PEAK 18(12P12.1) WILD-TYPE 
                            32                            107 
      DEL PEAK 18(12P12.1) CNV DEL PEAK 18(12P12.1) WILD-TYPE 
                            32                            107 
[1] "Del Peak 19(12q24.33)"
[1] 3
      DEL PEAK 19(12Q24.33) CNV DEL PEAK 19(12Q24.33) WILD-TYPE 
                             24                             115 
      DEL PEAK 19(12Q24.33) CNV DEL PEAK 19(12Q24.33) WILD-TYPE 
                             24                             115 
[1] "Del Peak 20(13q14.2)"
[1] 3
      DEL PEAK 20(13Q14.2) CNV DEL PEAK 20(13Q14.2) WILD-TYPE 
                            63                             76 
      DEL PEAK 20(13Q14.2) CNV DEL PEAK 20(13Q14.2) WILD-TYPE 
                            63                             76 
[1] "Del Peak 21(13q22.2)"
[1] 3
      DEL PEAK 21(13Q22.2) CNV DEL PEAK 21(13Q22.2) WILD-TYPE 
                            51                             88 
      DEL PEAK 21(13Q22.2) CNV DEL PEAK 21(13Q22.2) WILD-TYPE 
                            51                             88 
[1] "Del Peak 22(14q23.3)"
[1] 3
      DEL PEAK 22(14Q23.3) CNV DEL PEAK 22(14Q23.3) WILD-TYPE 
                            49                             90 
      DEL PEAK 22(14Q23.3) CNV DEL PEAK 22(14Q23.3) WILD-TYPE 
                            49                             90 
[1] "Del Peak 23(16q23.1)"
[1] 3
      DEL PEAK 23(16Q23.1) CNV DEL PEAK 23(16Q23.1) WILD-TYPE 
                            58                             81 
      DEL PEAK 23(16Q23.1) CNV DEL PEAK 23(16Q23.1) WILD-TYPE 
                            58                             81 
[1] "Del Peak 24(17p13.3)"
[1] 3
      DEL PEAK 24(17P13.3) CNV DEL PEAK 24(17P13.3) WILD-TYPE 
                            77                             62 
      DEL PEAK 24(17P13.3) CNV DEL PEAK 24(17P13.3) WILD-TYPE 
                            77                             62 
[1] "Del Peak 25(17p11.2)"
[1] 3
      DEL PEAK 25(17P11.2) CNV DEL PEAK 25(17P11.2) WILD-TYPE 
                            77                             62 
      DEL PEAK 25(17P11.2) CNV DEL PEAK 25(17P11.2) WILD-TYPE 
                            77                             62 
[1] "Del Peak 26(18q21.2)"
[1] 3
      DEL PEAK 26(18Q21.2) CNV DEL PEAK 26(18Q21.2) WILD-TYPE 
                            28                            111 
      DEL PEAK 26(18Q21.2) CNV DEL PEAK 26(18Q21.2) WILD-TYPE 
                            28                            111 
[1] "Del Peak 27(19p13.3)"
[1] 3
      DEL PEAK 27(19P13.3) CNV DEL PEAK 27(19P13.3) WILD-TYPE 
                            32                            107 
      DEL PEAK 27(19P13.3) CNV DEL PEAK 27(19P13.3) WILD-TYPE 
                            32                            107 
[1] "Del Peak 28(22q13.32)"
[1] 3
      DEL PEAK 28(22Q13.32) CNV DEL PEAK 28(22Q13.32) WILD-TYPE 
                             39                             100 
      DEL PEAK 28(22Q13.32) CNV DEL PEAK 28(22Q13.32) WILD-TYPE 
                             39                             100 
[1] "data2feature, selection=ALL"
[1] "CN_CNMF"                     "METHLYATION_CNMF"           
[3] "MRNASEQ_CNMF"                "MRNASEQ_CHIERARCHICAL"      
[5] "MIRSEQ_CNMF"                 "MIRSEQ_CHIERARCHICAL"       
[7] "MIRSEQ_MATURE_CNMF"          "MIRSEQ_MATURE_CHIERARCHICAL"

Input Data has 8 rows and 139 columns.

Variable 1:'CN_CNMF':	nDistinctValues=3,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 2:'METHLYATION_CNMF':	nDistinctValues=3,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 3:'MRNASEQ_CNMF':	nDistinctValues=5,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 4:'MRNASEQ_CHIERARCHICAL':	nDistinctValues=3,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 5:'MIRSEQ_CNMF':	nDistinctValues=5,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 6:'MIRSEQ_CHIERARCHICAL':	nDistinctValues=3,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 7:'MIRSEQ_MATURE_CNMF':	nDistinctValues=3,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 8:'MIRSEQ_MATURE_CHIERARCHICAL':	nDistinctValues=3,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
[1] "rownames(nsurv.mat)"
[1] "CN_CNMF"                     "METHLYATION_CNMF"           
[3] "MRNASEQ_CNMF"                "MRNASEQ_CHIERARCHICAL"      
[5] "MIRSEQ_CNMF"                 "MIRSEQ_CHIERARCHICAL"       
[7] "MIRSEQ_MATURE_CNMF"          "MIRSEQ_MATURE_CHIERARCHICAL"
[1] "TUMOR.?STAGE"
[1] "TUMOR.?GRADE"
[1] "PATHOLOGY.T"
[1] "PATHOLOGY.N"
Output Data has 139 columns, 0 survival variables, and 8 non-survival variables.
CN_CNMF, nv=3, binary=FALSE, numeric=FALSE
METHLYATION_CNMF, nv=3, binary=FALSE, numeric=FALSE
MRNASEQ_CNMF, nv=5, binary=FALSE, numeric=FALSE
MRNASEQ_CHIERARCHICAL, nv=3, binary=FALSE, numeric=FALSE
MIRSEQ_CNMF, nv=5, binary=FALSE, numeric=FALSE
MIRSEQ_CHIERARCHICAL, nv=3, binary=FALSE, numeric=FALSE
MIRSEQ_MATURE_CNMF, nv=3, binary=FALSE, numeric=FALSE
MIRSEQ_MATURE_CHIERARCHICAL, nv=3, binary=FALSE, numeric=FALSE

Clustering(1) Variable = Amp Peak  1(1p22.3)
D1V1, multiclass
        clus
vv       AMP PEAK  1(1P22.3) CNV AMP PEAK  1(1P22.3) WILD-TYPE
  CLUS_1                       6                            33
  CLUS_2                       8                            40
  CLUS_3                      23                            29
D1V2, multiclass
        clus
vv       AMP PEAK  1(1P22.3) CNV AMP PEAK  1(1P22.3) WILD-TYPE
  CLUS_1                       5                            27
  CLUS_2                      14                            21
  CLUS_3                      17                            39
D1V3, multiclass
D1V4, multiclass
        clus
vv       AMP PEAK  1(1P22.3) CNV AMP PEAK  1(1P22.3) WILD-TYPE
  CLUS_1                      11                            45
  CLUS_2                      21                            32
  CLUS_3                       4                            20
D1V5, multiclass
D1V6, multiclass
        clus
vv       AMP PEAK  1(1P22.3) CNV AMP PEAK  1(1P22.3) WILD-TYPE
  CLUS_1                       3                            12
  CLUS_2                      20                            46
  CLUS_3                      13                            40
D1V7, multiclass
        clus
vv       AMP PEAK  1(1P22.3) CNV AMP PEAK  1(1P22.3) WILD-TYPE
  CLUS_1                       8                            21
  CLUS_2                      19                            43
  CLUS_3                       9                            34
D1V8, multiclass
        clus
vv       AMP PEAK  1(1P22.3) CNV AMP PEAK  1(1P22.3) WILD-TYPE
  CLUS_1                      12                            34
  CLUS_2                       3                            13
  CLUS_3                      21                            51

Clustering(2) Variable = Amp Peak  2(1q22)
D2V1, multiclass
        clus
vv       AMP PEAK  2(1Q22) CNV AMP PEAK  2(1Q22) WILD-TYPE
  CLUS_1                    33                           6
  CLUS_2                    21                          27
  CLUS_3                    46                           6
D2V2, multiclass
        clus
vv       AMP PEAK  2(1Q22) CNV AMP PEAK  2(1Q22) WILD-TYPE
  CLUS_1                    14                          18
  CLUS_2                    29                           6
  CLUS_3                    48                           8
D2V3, multiclass
D2V4, multiclass
        clus
vv       AMP PEAK  2(1Q22) CNV AMP PEAK  2(1Q22) WILD-TYPE
  CLUS_1                    38                          18
  CLUS_2                    39                          14
  CLUS_3                    19                           5
D2V5, multiclass
D2V6, multiclass
        clus
vv       AMP PEAK  2(1Q22) CNV AMP PEAK  2(1Q22) WILD-TYPE
  CLUS_1                    13                           2
  CLUS_2                    51                          15
  CLUS_3                    32                          21
D2V7, multiclass
        clus
vv       AMP PEAK  2(1Q22) CNV AMP PEAK  2(1Q22) WILD-TYPE
  CLUS_1                    19                          10
  CLUS_2                    50                          12
  CLUS_3                    27                          16
D2V8, multiclass
        clus
vv       AMP PEAK  2(1Q22) CNV AMP PEAK  2(1Q22) WILD-TYPE
  CLUS_1                    30                          16
  CLUS_2                    13                           3
  CLUS_3                    53                          19

Clustering(3) Variable = Amp Peak  3(1q42.3)
D3V1, multiclass
        clus
vv       AMP PEAK  3(1Q42.3) CNV AMP PEAK  3(1Q42.3) WILD-TYPE
  CLUS_1                      29                            10
  CLUS_2                      24                            24
  CLUS_3                      42                            10
D3V2, multiclass
        clus
vv       AMP PEAK  3(1Q42.3) CNV AMP PEAK  3(1Q42.3) WILD-TYPE
  CLUS_1                      16                            16
  CLUS_2                      24                            11
  CLUS_3                      46                            10
D3V3, multiclass
D3V4, multiclass
        clus
vv       AMP PEAK  3(1Q42.3) CNV AMP PEAK  3(1Q42.3) WILD-TYPE
  CLUS_1                      34                            22
  CLUS_2                      39                            14
  CLUS_3                      18                             6
D3V5, multiclass
D3V6, multiclass
        clus
vv       AMP PEAK  3(1Q42.3) CNV AMP PEAK  3(1Q42.3) WILD-TYPE
  CLUS_1                      10                             5
  CLUS_2                      49                            17
  CLUS_3                      32                            21
D3V7, multiclass
        clus
vv       AMP PEAK  3(1Q42.3) CNV AMP PEAK  3(1Q42.3) WILD-TYPE
  CLUS_1                      17                            12
  CLUS_2                      45                            17
  CLUS_3                      29                            14
D3V8, multiclass
        clus
vv       AMP PEAK  3(1Q42.3) CNV AMP PEAK  3(1Q42.3) WILD-TYPE
  CLUS_1                      28                            18
  CLUS_2                      10                             6
  CLUS_3                      53                            19

Clustering(4) Variable = Amp Peak  4(2p24.1)
D4V1, multiclass
        clus
vv       AMP PEAK  4(2P24.1) CNV AMP PEAK  4(2P24.1) WILD-TYPE
  CLUS_1                       7                            32
  CLUS_2                       3                            45
  CLUS_3                      19                            33
D4V2, multiclass
        clus
vv       AMP PEAK  4(2P24.1) CNV AMP PEAK  4(2P24.1) WILD-TYPE
  CLUS_1                       7                            25
  CLUS_2                       6                            29
  CLUS_3                      13                            43
D4V3, multiclass
D4V4, multiclass
        clus
vv       AMP PEAK  4(2P24.1) CNV AMP PEAK  4(2P24.1) WILD-TYPE
  CLUS_1                      11                            45
  CLUS_2                      15                            38
  CLUS_3                       1                            23
D4V5, multiclass
D4V6, multiclass
        clus
vv       AMP PEAK  4(2P24.1) CNV AMP PEAK  4(2P24.1) WILD-TYPE
  CLUS_1                       4                            11
  CLUS_2                      11                            55
  CLUS_3                      13                            40
D4V7, multiclass
        clus
vv       AMP PEAK  4(2P24.1) CNV AMP PEAK  4(2P24.1) WILD-TYPE
  CLUS_1                       7                            22
  CLUS_2                      11                            51
  CLUS_3                      10                            33
D4V8, multiclass
        clus
vv       AMP PEAK  4(2P24.1) CNV AMP PEAK  4(2P24.1) WILD-TYPE
  CLUS_1                      11                            35
  CLUS_2                       5                            11
  CLUS_3                      12                            60

Clustering(5) Variable = Amp Peak  5(2q31.2)
D5V1, multiclass
        clus
vv       AMP PEAK  5(2Q31.2) CNV AMP PEAK  5(2Q31.2) WILD-TYPE
  CLUS_1                       6                            33
  CLUS_2                       5                            43
  CLUS_3                      18                            34
D5V2, multiclass
        clus
vv       AMP PEAK  5(2Q31.2) CNV AMP PEAK  5(2Q31.2) WILD-TYPE
  CLUS_1                       5                            27
  CLUS_2                       7                            28
  CLUS_3                      14                            42
D5V3, multiclass
D5V4, multiclass
        clus
vv       AMP PEAK  5(2Q31.2) CNV AMP PEAK  5(2Q31.2) WILD-TYPE
  CLUS_1                      10                            46
  CLUS_2                      13                            40
  CLUS_3                       3                            21
D5V5, multiclass
D5V6, multiclass
        clus
vv       AMP PEAK  5(2Q31.2) CNV AMP PEAK  5(2Q31.2) WILD-TYPE
  CLUS_1                       3                            12
  CLUS_2                      14                            52
  CLUS_3                      11                            42
D5V7, multiclass
        clus
vv       AMP PEAK  5(2Q31.2) CNV AMP PEAK  5(2Q31.2) WILD-TYPE
  CLUS_1                       7                            22
  CLUS_2                      11                            51
  CLUS_3                      10                            33
D5V8, multiclass
        clus
vv       AMP PEAK  5(2Q31.2) CNV AMP PEAK  5(2Q31.2) WILD-TYPE
  CLUS_1                       8                            38
  CLUS_2                       4                            12
  CLUS_3                      16                            56

Clustering(6) Variable = Amp Peak  6(3q26.31)
D6V1, multiclass
        clus
vv       AMP PEAK  6(3Q26.31) CNV AMP PEAK  6(3Q26.31) WILD-TYPE
  CLUS_1                        3                             36
  CLUS_2                        4                             44
  CLUS_3                       19                             33
D6V2, multiclass
        clus
vv       AMP PEAK  6(3Q26.31) CNV AMP PEAK  6(3Q26.31) WILD-TYPE
  CLUS_1                        3                             29
  CLUS_2                        4                             31
  CLUS_3                       17                             39
D6V3, multiclass
D6V4, multiclass
        clus
vv       AMP PEAK  6(3Q26.31) CNV AMP PEAK  6(3Q26.31) WILD-TYPE
  CLUS_1                       16                             40
  CLUS_2                        8                             45
  CLUS_3                        2                             22
D6V5, multiclass
D6V6, multiclass
        clus
vv       AMP PEAK  6(3Q26.31) CNV AMP PEAK  6(3Q26.31) WILD-TYPE
  CLUS_1                        7                              8
  CLUS_2                       11                             55
  CLUS_3                        7                             46
D6V7, multiclass
        clus
vv       AMP PEAK  6(3Q26.31) CNV AMP PEAK  6(3Q26.31) WILD-TYPE
  CLUS_1                        7                             22
  CLUS_2                       10                             52
  CLUS_3                        8                             35
D6V8, multiclass
        clus
vv       AMP PEAK  6(3Q26.31) CNV AMP PEAK  6(3Q26.31) WILD-TYPE
  CLUS_1                        5                             41
  CLUS_2                        7                              9
  CLUS_3                       13                             59

Clustering(7) Variable = Amp Peak  7(5p15.33)
D7V1, multiclass
        clus
vv       AMP PEAK  7(5P15.33) CNV AMP PEAK  7(5P15.33) WILD-TYPE
  CLUS_1                       24                             15
  CLUS_2                       14                             34
  CLUS_3                       30                             22
D7V2, multiclass
        clus
vv       AMP PEAK  7(5P15.33) CNV AMP PEAK  7(5P15.33) WILD-TYPE
  CLUS_1                       12                             20
  CLUS_2                       20                             15
  CLUS_3                       30                             26
D7V3, multiclass
D7V4, multiclass
        clus
vv       AMP PEAK  7(5P15.33) CNV AMP PEAK  7(5P15.33) WILD-TYPE
  CLUS_1                       26                             30
  CLUS_2                       26                             27
  CLUS_3                       12                             12
D7V5, multiclass
D7V6, multiclass
        clus
vv       AMP PEAK  7(5P15.33) CNV AMP PEAK  7(5P15.33) WILD-TYPE
  CLUS_1                       11                              4
  CLUS_2                       32                             34
  CLUS_3                       22                             31
D7V7, multiclass
        clus
vv       AMP PEAK  7(5P15.33) CNV AMP PEAK  7(5P15.33) WILD-TYPE
  CLUS_1                       16                             13
  CLUS_2                       31                             31
  CLUS_3                       18                             25
D7V8, multiclass
        clus
vv       AMP PEAK  7(5P15.33) CNV AMP PEAK  7(5P15.33) WILD-TYPE
  CLUS_1                       22                             24
  CLUS_2                       11                              5
  CLUS_3                       32                             40

Clustering(8) Variable = Amp Peak  8(5q35.3)
D8V1, multiclass
        clus
vv       AMP PEAK  8(5Q35.3) CNV AMP PEAK  8(5Q35.3) WILD-TYPE
  CLUS_1                      20                            19
  CLUS_2                      11                            37
  CLUS_3                      16                            36
D8V2, multiclass
        clus
vv       AMP PEAK  8(5Q35.3) CNV AMP PEAK  8(5Q35.3) WILD-TYPE
  CLUS_1                       9                            23
  CLUS_2                      13                            22
  CLUS_3                      21                            35
D8V3, multiclass
D8V4, multiclass
        clus
vv       AMP PEAK  8(5Q35.3) CNV AMP PEAK  8(5Q35.3) WILD-TYPE
  CLUS_1                      15                            41
  CLUS_2                      19                            34
  CLUS_3                      10                            14
D8V5, multiclass
D8V6, multiclass
        clus
vv       AMP PEAK  8(5Q35.3) CNV AMP PEAK  8(5Q35.3) WILD-TYPE
  CLUS_1                       7                             8
  CLUS_2                      20                            46
  CLUS_3                      17                            36
D8V7, multiclass
        clus
vv       AMP PEAK  8(5Q35.3) CNV AMP PEAK  8(5Q35.3) WILD-TYPE
  CLUS_1                      13                            16
  CLUS_2                      19                            43
  CLUS_3                      12                            31
D8V8, multiclass
        clus
vv       AMP PEAK  8(5Q35.3) CNV AMP PEAK  8(5Q35.3) WILD-TYPE
  CLUS_1                      18                            28
  CLUS_2                       7                             9
  CLUS_3                      19                            53

Clustering(9) Variable = Amp Peak  9(6p25.2)
D9V1, multiclass
        clus
vv       AMP PEAK  9(6P25.2) CNV AMP PEAK  9(6P25.2) WILD-TYPE
  CLUS_1                      18                            21
  CLUS_2                      11                            37
  CLUS_3                      29                            23
D9V2, multiclass
        clus
vv       AMP PEAK  9(6P25.2) CNV AMP PEAK  9(6P25.2) WILD-TYPE
  CLUS_1                       6                            26
  CLUS_2                      19                            16
  CLUS_3                      29                            27
D9V3, multiclass
D9V4, multiclass
        clus
vv       AMP PEAK  9(6P25.2) CNV AMP PEAK  9(6P25.2) WILD-TYPE
  CLUS_1                      20                            36
  CLUS_2                      28                            25
  CLUS_3                      10                            14
D9V5, multiclass
D9V6, multiclass
        clus
vv       AMP PEAK  9(6P25.2) CNV AMP PEAK  9(6P25.2) WILD-TYPE
  CLUS_1                       6                             9
  CLUS_2                      28                            38
  CLUS_3                      20                            33
D9V7, multiclass
        clus
vv       AMP PEAK  9(6P25.2) CNV AMP PEAK  9(6P25.2) WILD-TYPE
  CLUS_1                       9                            20
  CLUS_2                      28                            34
  CLUS_3                      17                            26
D9V8, multiclass
        clus
vv       AMP PEAK  9(6P25.2) CNV AMP PEAK  9(6P25.2) WILD-TYPE
  CLUS_1                      18                            28
  CLUS_2                       6                            10
  CLUS_3                      30                            42

Clustering(10) Variable = Amp Peak 10(6p21.1)
D10V1, multiclass
        clus
vv       AMP PEAK 10(6P21.1) CNV AMP PEAK 10(6P21.1) WILD-TYPE
  CLUS_1                      18                            21
  CLUS_2                      11                            37
  CLUS_3                      28                            24
D10V2, multiclass
        clus
vv       AMP PEAK 10(6P21.1) CNV AMP PEAK 10(6P21.1) WILD-TYPE
  CLUS_1                       4                            28
  CLUS_2                      16                            19
  CLUS_3                      32                            24
D10V3, multiclass
D10V4, multiclass
        clus
vv       AMP PEAK 10(6P21.1) CNV AMP PEAK 10(6P21.1) WILD-TYPE
  CLUS_1                      25                            31
  CLUS_2                      22                            31
  CLUS_3                      10                            14
D10V5, multiclass
D10V6, multiclass
        clus
vv       AMP PEAK 10(6P21.1) CNV AMP PEAK 10(6P21.1) WILD-TYPE
  CLUS_1                       7                             8
  CLUS_2                      29                            37
  CLUS_3                      19                            34
D10V7, multiclass
        clus
vv       AMP PEAK 10(6P21.1) CNV AMP PEAK 10(6P21.1) WILD-TYPE
  CLUS_1                      12                            17
  CLUS_2                      29                            33
  CLUS_3                      14                            29
D10V8, multiclass
        clus
vv       AMP PEAK 10(6P21.1) CNV AMP PEAK 10(6P21.1) WILD-TYPE
  CLUS_1                      17                            29
  CLUS_2                       7                             9
  CLUS_3                      31                            41

Clustering(11) Variable = Amp Peak 11(7q21.2)
D11V1, multiclass
        clus
vv       AMP PEAK 11(7Q21.2) CNV AMP PEAK 11(7Q21.2) WILD-TYPE
  CLUS_1                      18                            21
  CLUS_2                      13                            35
  CLUS_3                      19                            33
D11V2, multiclass
        clus
vv       AMP PEAK 11(7Q21.2) CNV AMP PEAK 11(7Q21.2) WILD-TYPE
  CLUS_1                      11                            21
  CLUS_2                       8                            27
  CLUS_3                      24                            32
D11V3, multiclass
D11V4, multiclass
        clus
vv       AMP PEAK 11(7Q21.2) CNV AMP PEAK 11(7Q21.2) WILD-TYPE
  CLUS_1                      16                            40
  CLUS_2                      22                            31
  CLUS_3                       9                            15
D11V5, multiclass
D11V6, multiclass
        clus
vv       AMP PEAK 11(7Q21.2) CNV AMP PEAK 11(7Q21.2) WILD-TYPE
  CLUS_1                       3                            12
  CLUS_2                      29                            37
  CLUS_3                      15                            38
D11V7, multiclass
        clus
vv       AMP PEAK 11(7Q21.2) CNV AMP PEAK 11(7Q21.2) WILD-TYPE
  CLUS_1                       9                            20
  CLUS_2                      23                            39
  CLUS_3                      15                            28
D11V8, multiclass
        clus
vv       AMP PEAK 11(7Q21.2) CNV AMP PEAK 11(7Q21.2) WILD-TYPE
  CLUS_1                      13                            33
  CLUS_2                       4                            12
  CLUS_3                      30                            42

Clustering(12) Variable = Amp Peak 12(8q13.1)
D12V1, multiclass
        clus
vv       AMP PEAK 12(8Q13.1) CNV AMP PEAK 12(8Q13.1) WILD-TYPE
  CLUS_1                      35                             4
  CLUS_2                      14                            34
  CLUS_3                      20                            32
D12V2, multiclass
        clus
vv       AMP PEAK 12(8Q13.1) CNV AMP PEAK 12(8Q13.1) WILD-TYPE
  CLUS_1                      14                            18
  CLUS_2                      17                            18
  CLUS_3                      31                            25
D12V3, multiclass
D12V4, multiclass
        clus
vv       AMP PEAK 12(8Q13.1) CNV AMP PEAK 12(8Q13.1) WILD-TYPE
  CLUS_1                      25                            31
  CLUS_2                      26                            27
  CLUS_3                      15                             9
D12V5, multiclass
D12V6, multiclass
        clus
vv       AMP PEAK 12(8Q13.1) CNV AMP PEAK 12(8Q13.1) WILD-TYPE
  CLUS_1                       7                             8
  CLUS_2                      34                            32
  CLUS_3                      24                            29
D12V7, multiclass
        clus
vv       AMP PEAK 12(8Q13.1) CNV AMP PEAK 12(8Q13.1) WILD-TYPE
  CLUS_1                      13                            16
  CLUS_2                      34                            28
  CLUS_3                      18                            25
D12V8, multiclass
        clus
vv       AMP PEAK 12(8Q13.1) CNV AMP PEAK 12(8Q13.1) WILD-TYPE
  CLUS_1                      21                            25
  CLUS_2                       8                             8
  CLUS_3                      36                            36

Clustering(13) Variable = Amp Peak 13(8q24.13)
D13V1, multiclass
        clus
vv       AMP PEAK 13(8Q24.13) CNV AMP PEAK 13(8Q24.13) WILD-TYPE
  CLUS_1                       37                              2
  CLUS_2                       19                             29
  CLUS_3                       25                             27
D13V2, multiclass
        clus
vv       AMP PEAK 13(8Q24.13) CNV AMP PEAK 13(8Q24.13) WILD-TYPE
  CLUS_1                       16                             16
  CLUS_2                       24                             11
  CLUS_3                       33                             23
D13V3, multiclass
D13V4, multiclass
        clus
vv       AMP PEAK 13(8Q24.13) CNV AMP PEAK 13(8Q24.13) WILD-TYPE
  CLUS_1                       29                             27
  CLUS_2                       33                             20
  CLUS_3                       16                              8
D13V5, multiclass
D13V6, multiclass
        clus
vv       AMP PEAK 13(8Q24.13) CNV AMP PEAK 13(8Q24.13) WILD-TYPE
  CLUS_1                        8                              7
  CLUS_2                       40                             26
  CLUS_3                       29                             24
D13V7, multiclass
        clus
vv       AMP PEAK 13(8Q24.13) CNV AMP PEAK 13(8Q24.13) WILD-TYPE
  CLUS_1                       17                             12
  CLUS_2                       38                             24
  CLUS_3                       22                             21
D13V8, multiclass
        clus
vv       AMP PEAK 13(8Q24.13) CNV AMP PEAK 13(8Q24.13) WILD-TYPE
  CLUS_1                       25                             21
  CLUS_2                        9                              7
  CLUS_3                       43                             29

Clustering(14) Variable = Amp Peak 14(9q34.2)
D14V1, multiclass
        clus
vv       AMP PEAK 14(9Q34.2) CNV AMP PEAK 14(9Q34.2) WILD-TYPE
  CLUS_1                       5                            34
  CLUS_2                       3                            45
  CLUS_3                      10                            42
D14V2, multiclass
        clus
vv       AMP PEAK 14(9Q34.2) CNV AMP PEAK 14(9Q34.2) WILD-TYPE
  CLUS_1                       1                            31
  CLUS_2                       4                            31
  CLUS_3                      12                            44
D14V3, multiclass
D14V4, multiclass
        clus
vv       AMP PEAK 14(9Q34.2) CNV AMP PEAK 14(9Q34.2) WILD-TYPE
  CLUS_1                      10                            46
  CLUS_2                       7                            46
  CLUS_3                       0                            24
D14V5, multiclass
D14V6, multiclass
        clus
vv       AMP PEAK 14(9Q34.2) CNV AMP PEAK 14(9Q34.2) WILD-TYPE
  CLUS_1                       3                            12
  CLUS_2                      11                            55
  CLUS_3                       4                            49
D14V7, multiclass
        clus
vv       AMP PEAK 14(9Q34.2) CNV AMP PEAK 14(9Q34.2) WILD-TYPE
  CLUS_1                       4                            25
  CLUS_2                      10                            52
  CLUS_3                       4                            39
D14V8, multiclass
        clus
vv       AMP PEAK 14(9Q34.2) CNV AMP PEAK 14(9Q34.2) WILD-TYPE
  CLUS_1                       1                            45
  CLUS_2                       3                            13
  CLUS_3                      14                            58

Clustering(15) Variable = Amp Peak 15(10p15.1)
D15V1, multiclass
        clus
vv       AMP PEAK 15(10P15.1) CNV AMP PEAK 15(10P15.1) WILD-TYPE
  CLUS_1                        7                             32
  CLUS_2                        9                             39
  CLUS_3                       14                             38
D15V2, multiclass
        clus
vv       AMP PEAK 15(10P15.1) CNV AMP PEAK 15(10P15.1) WILD-TYPE
  CLUS_1                        4                             28
  CLUS_2                       11                             24
  CLUS_3                       10                             46
D15V3, multiclass
D15V4, multiclass
        clus
vv       AMP PEAK 15(10P15.1) CNV AMP PEAK 15(10P15.1) WILD-TYPE
  CLUS_1                        9                             47
  CLUS_2                       15                             38
  CLUS_3                        5                             19
D15V5, multiclass
D15V6, multiclass
        clus
vv       AMP PEAK 15(10P15.1) CNV AMP PEAK 15(10P15.1) WILD-TYPE
  CLUS_1                        4                             11
  CLUS_2                       15                             51
  CLUS_3                       11                             42
D15V7, multiclass
        clus
vv       AMP PEAK 15(10P15.1) CNV AMP PEAK 15(10P15.1) WILD-TYPE
  CLUS_1                        5                             24
  CLUS_2                       11                             51
  CLUS_3                       14                             29
D15V8, multiclass
        clus
vv       AMP PEAK 15(10P15.1) CNV AMP PEAK 15(10P15.1) WILD-TYPE
  CLUS_1                       10                             36
  CLUS_2                        4                             12
  CLUS_3                       16                             56

Clustering(16) Variable = Amp Peak 16(11q13.3)
D16V1, multiclass
        clus
vv       AMP PEAK 16(11Q13.3) CNV AMP PEAK 16(11Q13.3) WILD-TYPE
  CLUS_1                        3                             36
  CLUS_2                        8                             40
  CLUS_3                       14                             38
D16V2, multiclass
        clus
vv       AMP PEAK 16(11Q13.3) CNV AMP PEAK 16(11Q13.3) WILD-TYPE
  CLUS_1                        6                             26
  CLUS_2                        6                             29
  CLUS_3                       11                             45
D16V3, multiclass
D16V4, multiclass
        clus
vv       AMP PEAK 16(11Q13.3) CNV AMP PEAK 16(11Q13.3) WILD-TYPE
  CLUS_1                       12                             44
  CLUS_2                        8                             45
  CLUS_3                        3                             21
D16V5, multiclass
D16V6, multiclass
        clus
vv       AMP PEAK 16(11Q13.3) CNV AMP PEAK 16(11Q13.3) WILD-TYPE
  CLUS_1                        5                             10
  CLUS_2                       12                             54
  CLUS_3                        8                             45
D16V7, multiclass
        clus
vv       AMP PEAK 16(11Q13.3) CNV AMP PEAK 16(11Q13.3) WILD-TYPE
  CLUS_1                       10                             19
  CLUS_2                        7                             55
  CLUS_3                        8                             35
D16V8, multiclass
        clus
vv       AMP PEAK 16(11Q13.3) CNV AMP PEAK 16(11Q13.3) WILD-TYPE
  CLUS_1                        8                             38
  CLUS_2                        5                             11
  CLUS_3                       12                             60

Clustering(17) Variable = Amp Peak 17(12q23.1)
D17V1, multiclass
        clus
vv       AMP PEAK 17(12Q23.1) CNV AMP PEAK 17(12Q23.1) WILD-TYPE
  CLUS_1                        4                             35
  CLUS_2                        6                             42
  CLUS_3                       16                             36
D17V2, multiclass
        clus
vv       AMP PEAK 17(12Q23.1) CNV AMP PEAK 17(12Q23.1) WILD-TYPE
  CLUS_1                        4                             28
  CLUS_2                        7                             28
  CLUS_3                       14                             42
D17V3, multiclass
D17V4, multiclass
        clus
vv       AMP PEAK 17(12Q23.1) CNV AMP PEAK 17(12Q23.1) WILD-TYPE
  CLUS_1                       10                             46
  CLUS_2                       14                             39
  CLUS_3                        1                             23
D17V5, multiclass
D17V6, multiclass
        clus
vv       AMP PEAK 17(12Q23.1) CNV AMP PEAK 17(12Q23.1) WILD-TYPE
  CLUS_1                        3                             12
  CLUS_2                       14                             52
  CLUS_3                        9                             44
D17V7, multiclass
        clus
vv       AMP PEAK 17(12Q23.1) CNV AMP PEAK 17(12Q23.1) WILD-TYPE
  CLUS_1                        6                             23
  CLUS_2                       11                             51
  CLUS_3                        9                             34
D17V8, multiclass
        clus
vv       AMP PEAK 17(12Q23.1) CNV AMP PEAK 17(12Q23.1) WILD-TYPE
  CLUS_1                        8                             38
  CLUS_2                        3                             13
  CLUS_3                       15                             57

Clustering(18) Variable = Amp Peak 18(13q32.3)
D18V1, multiclass
        clus
vv       AMP PEAK 18(13Q32.3) CNV AMP PEAK 18(13Q32.3) WILD-TYPE
  CLUS_1                        6                             33
  CLUS_2                        2                             46
  CLUS_3                       18                             34
D18V2, multiclass
        clus
vv       AMP PEAK 18(13Q32.3) CNV AMP PEAK 18(13Q32.3) WILD-TYPE
  CLUS_1                        2                             30
  CLUS_2                       10                             25
  CLUS_3                       14                             42
D18V3, multiclass
D18V4, multiclass
        clus
vv       AMP PEAK 18(13Q32.3) CNV AMP PEAK 18(13Q32.3) WILD-TYPE
  CLUS_1                       10                             46
  CLUS_2                       15                             38
  CLUS_3                        1                             23
D18V5, multiclass
D18V6, multiclass
        clus
vv       AMP PEAK 18(13Q32.3) CNV AMP PEAK 18(13Q32.3) WILD-TYPE
  CLUS_1                        5                             10
  CLUS_2                       11                             55
  CLUS_3                       10                             43
D18V7, multiclass
        clus
vv       AMP PEAK 18(13Q32.3) CNV AMP PEAK 18(13Q32.3) WILD-TYPE
  CLUS_1                        6                             23
  CLUS_2                       13                             49
  CLUS_3                        7                             36
D18V8, multiclass
        clus
vv       AMP PEAK 18(13Q32.3) CNV AMP PEAK 18(13Q32.3) WILD-TYPE
  CLUS_1                        9                             37
  CLUS_2                        5                             11
  CLUS_3                       12                             60

Clustering(19) Variable = Amp Peak 19(15q26.3)
D19V1, multiclass
        clus
vv       AMP PEAK 19(15Q26.3) CNV AMP PEAK 19(15Q26.3) WILD-TYPE
  CLUS_1                        3                             36
  CLUS_2                        5                             43
  CLUS_3                       14                             38
D19V2, multiclass
        clus
vv       AMP PEAK 19(15Q26.3) CNV AMP PEAK 19(15Q26.3) WILD-TYPE
  CLUS_1                        4                             28
  CLUS_2                        6                             29
  CLUS_3                       10                             46
D19V3, multiclass
D19V4, multiclass
        clus
vv       AMP PEAK 19(15Q26.3) CNV AMP PEAK 19(15Q26.3) WILD-TYPE
  CLUS_1                       11                             45
  CLUS_2                       10                             43
  CLUS_3                        1                             23
D19V5, multiclass
D19V6, multiclass
        clus
vv       AMP PEAK 19(15Q26.3) CNV AMP PEAK 19(15Q26.3) WILD-TYPE
  CLUS_1                        2                             13
  CLUS_2                        8                             58
  CLUS_3                       11                             42
D19V7, multiclass
        clus
vv       AMP PEAK 19(15Q26.3) CNV AMP PEAK 19(15Q26.3) WILD-TYPE
  CLUS_1                        5                             24
  CLUS_2                        9                             53
  CLUS_3                        7                             36
D19V8, multiclass
        clus
vv       AMP PEAK 19(15Q26.3) CNV AMP PEAK 19(15Q26.3) WILD-TYPE
  CLUS_1                       10                             36
  CLUS_2                        2                             14
  CLUS_3                        9                             63

Clustering(20) Variable = Amp Peak 20(17p11.2)
D20V1, multiclass
        clus
vv       AMP PEAK 20(17P11.2) CNV AMP PEAK 20(17P11.2) WILD-TYPE
  CLUS_1                        5                             34
  CLUS_2                        5                             43
  CLUS_3                        9                             43
D20V2, multiclass
        clus
vv       AMP PEAK 20(17P11.2) CNV AMP PEAK 20(17P11.2) WILD-TYPE
  CLUS_1                        4                             28
  CLUS_2                        5                             30
  CLUS_3                        6                             50
D20V3, multiclass
D20V4, multiclass
        clus
vv       AMP PEAK 20(17P11.2) CNV AMP PEAK 20(17P11.2) WILD-TYPE
  CLUS_1                        6                             50
  CLUS_2                       12                             41
  CLUS_3                        1                             23
D20V5, multiclass
D20V6, multiclass
        clus
vv       AMP PEAK 20(17P11.2) CNV AMP PEAK 20(17P11.2) WILD-TYPE
  CLUS_1                        2                             13
  CLUS_2                       10                             56
  CLUS_3                        7                             46
D20V7, multiclass
        clus
vv       AMP PEAK 20(17P11.2) CNV AMP PEAK 20(17P11.2) WILD-TYPE
  CLUS_1                        4                             25
  CLUS_2                        9                             53
  CLUS_3                        6                             37
D20V8, multiclass
        clus
vv       AMP PEAK 20(17P11.2) CNV AMP PEAK 20(17P11.2) WILD-TYPE
  CLUS_1                        6                             40
  CLUS_2                        2                             14
  CLUS_3                       11                             61

Clustering(21) Variable = Amp Peak 21(17q23.1)
D21V1, multiclass
        clus
vv       AMP PEAK 21(17Q23.1) CNV AMP PEAK 21(17Q23.1) WILD-TYPE
  CLUS_1                       11                             28
  CLUS_2                       16                             32
  CLUS_3                       30                             22
D21V2, multiclass
        clus
vv       AMP PEAK 21(17Q23.1) CNV AMP PEAK 21(17Q23.1) WILD-TYPE
  CLUS_1                        9                             23
  CLUS_2                       17                             18
  CLUS_3                       25                             31
D21V3, multiclass
D21V4, multiclass
        clus
vv       AMP PEAK 21(17Q23.1) CNV AMP PEAK 21(17Q23.1) WILD-TYPE
  CLUS_1                       19                             37
  CLUS_2                       26                             27
  CLUS_3                        9                             15
D21V5, multiclass
D21V6, multiclass
        clus
vv       AMP PEAK 21(17Q23.1) CNV AMP PEAK 21(17Q23.1) WILD-TYPE
  CLUS_1                        8                              7
  CLUS_2                       27                             39
  CLUS_3                       21                             32
D21V7, multiclass
        clus
vv       AMP PEAK 21(17Q23.1) CNV AMP PEAK 21(17Q23.1) WILD-TYPE
  CLUS_1                       12                             17
  CLUS_2                       28                             34
  CLUS_3                       16                             27
D21V8, multiclass
        clus
vv       AMP PEAK 21(17Q23.1) CNV AMP PEAK 21(17Q23.1) WILD-TYPE
  CLUS_1                       17                             29
  CLUS_2                        9                              7
  CLUS_3                       30                             42

Clustering(22) Variable = Amp Peak 22(17q25.3)
D22V1, multiclass
        clus
vv       AMP PEAK 22(17Q25.3) CNV AMP PEAK 22(17Q25.3) WILD-TYPE
  CLUS_1                       11                             28
  CLUS_2                       16                             32
  CLUS_3                       33                             19
D22V2, multiclass
        clus
vv       AMP PEAK 22(17Q25.3) CNV AMP PEAK 22(17Q25.3) WILD-TYPE
  CLUS_1                        8                             24
  CLUS_2                       17                             18
  CLUS_3                       29                             27
D22V3, multiclass
D22V4, multiclass
        clus
vv       AMP PEAK 22(17Q25.3) CNV AMP PEAK 22(17Q25.3) WILD-TYPE
  CLUS_1                       22                             34
  CLUS_2                       24                             29
  CLUS_3                       10                             14
D22V5, multiclass
D22V6, multiclass
        clus
vv       AMP PEAK 22(17Q25.3) CNV AMP PEAK 22(17Q25.3) WILD-TYPE
  CLUS_1                        7                              8
  CLUS_2                       32                             34
  CLUS_3                       20                             33
D22V7, multiclass
        clus
vv       AMP PEAK 22(17Q25.3) CNV AMP PEAK 22(17Q25.3) WILD-TYPE
  CLUS_1                       14                             15
  CLUS_2                       30                             32
  CLUS_3                       15                             28
D22V8, multiclass
        clus
vv       AMP PEAK 22(17Q25.3) CNV AMP PEAK 22(17Q25.3) WILD-TYPE
  CLUS_1                       16                             30
  CLUS_2                        8                              8
  CLUS_3                       35                             37

Clustering(23) Variable = Amp Peak 23(19p13.12)
D23V1, multiclass
        clus
vv       AMP PEAK 23(19P13.12) CNV AMP PEAK 23(19P13.12) WILD-TYPE
  CLUS_1                        15                              24
  CLUS_2                         7                              41
  CLUS_3                        13                              39
D23V2, multiclass
        clus
vv       AMP PEAK 23(19P13.12) CNV AMP PEAK 23(19P13.12) WILD-TYPE
  CLUS_1                         6                              26
  CLUS_2                        17                              18
  CLUS_3                         8                              48
D23V3, multiclass
D23V4, multiclass
        clus
vv       AMP PEAK 23(19P13.12) CNV AMP PEAK 23(19P13.12) WILD-TYPE
  CLUS_1                        11                              45
  CLUS_2                        21                              32
  CLUS_3                         2                              22
D23V5, multiclass
D23V6, multiclass
        clus
vv       AMP PEAK 23(19P13.12) CNV AMP PEAK 23(19P13.12) WILD-TYPE
  CLUS_1                         3                              12
  CLUS_2                        12                              54
  CLUS_3                        19                              34
D23V7, multiclass
        clus
vv       AMP PEAK 23(19P13.12) CNV AMP PEAK 23(19P13.12) WILD-TYPE
  CLUS_1                         4                              25
  CLUS_2                         9                              53
  CLUS_3                        21                              22
D23V8, multiclass
        clus
vv       AMP PEAK 23(19P13.12) CNV AMP PEAK 23(19P13.12) WILD-TYPE
  CLUS_1                        16                              30
  CLUS_2                         3                              13
  CLUS_3                        15                              57

Clustering(24) Variable = Amp Peak 24(19q13.11)
D24V1, multiclass
        clus
vv       AMP PEAK 24(19Q13.11) CNV AMP PEAK 24(19Q13.11) WILD-TYPE
  CLUS_1                        14                              25
  CLUS_2                         9                              39
  CLUS_3                        20                              32
D24V2, multiclass
        clus
vv       AMP PEAK 24(19Q13.11) CNV AMP PEAK 24(19Q13.11) WILD-TYPE
  CLUS_1                         7                              25
  CLUS_2                        15                              20
  CLUS_3                        16                              40
D24V3, multiclass
D24V4, multiclass
        clus
vv       AMP PEAK 24(19Q13.11) CNV AMP PEAK 24(19Q13.11) WILD-TYPE
  CLUS_1                        18                              38
  CLUS_2                        20                              33
  CLUS_3                         4                              20
D24V5, multiclass
D24V6, multiclass
        clus
vv       AMP PEAK 24(19Q13.11) CNV AMP PEAK 24(19Q13.11) WILD-TYPE
  CLUS_1                         7                               8
  CLUS_2                        16                              50
  CLUS_3                        19                              34
D24V7, multiclass
        clus
vv       AMP PEAK 24(19Q13.11) CNV AMP PEAK 24(19Q13.11) WILD-TYPE
  CLUS_1                         9                              20
  CLUS_2                        14                              48
  CLUS_3                        19                              24
D24V8, multiclass
        clus
vv       AMP PEAK 24(19Q13.11) CNV AMP PEAK 24(19Q13.11) WILD-TYPE
  CLUS_1                        16                              30
  CLUS_2                         7                               9
  CLUS_3                        19                              53

Clustering(25) Variable = Amp Peak 25(20q13.33)
D25V1, multiclass
        clus
vv       AMP PEAK 25(20Q13.33) CNV AMP PEAK 25(20Q13.33) WILD-TYPE
  CLUS_1                        16                              23
  CLUS_2                         9                              39
  CLUS_3                        27                              25
D25V2, multiclass
        clus
vv       AMP PEAK 25(20Q13.33) CNV AMP PEAK 25(20Q13.33) WILD-TYPE
  CLUS_1                         7                              25
  CLUS_2                        18                              17
  CLUS_3                        21                              35
D25V3, multiclass
D25V4, multiclass
        clus
vv       AMP PEAK 25(20Q13.33) CNV AMP PEAK 25(20Q13.33) WILD-TYPE
  CLUS_1                        24                              32
  CLUS_2                        22                              31
  CLUS_3                         4                              20
D25V5, multiclass
D25V6, multiclass
        clus
vv       AMP PEAK 25(20Q13.33) CNV AMP PEAK 25(20Q13.33) WILD-TYPE
  CLUS_1                         6                               9
  CLUS_2                        24                              42
  CLUS_3                        21                              32
D25V7, multiclass
        clus
vv       AMP PEAK 25(20Q13.33) CNV AMP PEAK 25(20Q13.33) WILD-TYPE
  CLUS_1                        14                              15
  CLUS_2                        20                              42
  CLUS_3                        17                              26
D25V8, multiclass
        clus
vv       AMP PEAK 25(20Q13.33) CNV AMP PEAK 25(20Q13.33) WILD-TYPE
  CLUS_1                        18                              28
  CLUS_2                         7                               9
  CLUS_3                        26                              46

Clustering(26) Variable = Del Peak  1(1p36.32)
D26V1, multiclass
        clus
vv       DEL PEAK  1(1P36.32) CNV DEL PEAK  1(1P36.32) WILD-TYPE
  CLUS_1                       17                             22
  CLUS_2                       14                             34
  CLUS_3                       30                             22
D26V2, multiclass
        clus
vv       DEL PEAK  1(1P36.32) CNV DEL PEAK  1(1P36.32) WILD-TYPE
  CLUS_1                       10                             22
  CLUS_2                       23                             12
  CLUS_3                       22                             34
D26V3, multiclass
D26V4, multiclass
        clus
vv       DEL PEAK  1(1P36.32) CNV DEL PEAK  1(1P36.32) WILD-TYPE
  CLUS_1                       24                             32
  CLUS_2                       26                             27
  CLUS_3                        7                             17
D26V5, multiclass
D26V6, multiclass
        clus
vv       DEL PEAK  1(1P36.32) CNV DEL PEAK  1(1P36.32) WILD-TYPE
  CLUS_1                        5                             10
  CLUS_2                       29                             37
  CLUS_3                       24                             29
D26V7, multiclass
        clus
vv       DEL PEAK  1(1P36.32) CNV DEL PEAK  1(1P36.32) WILD-TYPE
  CLUS_1                       13                             16
  CLUS_2                       26                             36
  CLUS_3                       19                             24
D26V8, multiclass
        clus
vv       DEL PEAK  1(1P36.32) CNV DEL PEAK  1(1P36.32) WILD-TYPE
  CLUS_1                       20                             26
  CLUS_2                        5                             11
  CLUS_3                       33                             39

Clustering(27) Variable = Del Peak  2(1p35.2)
D27V1, multiclass
        clus
vv       DEL PEAK  2(1P35.2) CNV DEL PEAK  2(1P35.2) WILD-TYPE
  CLUS_1                      17                            22
  CLUS_2                      10                            38
  CLUS_3                      22                            30
D27V2, multiclass
        clus
vv       DEL PEAK  2(1P35.2) CNV DEL PEAK  2(1P35.2) WILD-TYPE
  CLUS_1                       9                            23
  CLUS_2                      20                            15
  CLUS_3                      14                            42
D27V3, multiclass
D27V4, multiclass
        clus
vv       DEL PEAK  2(1P35.2) CNV DEL PEAK  2(1P35.2) WILD-TYPE
  CLUS_1                      13                            43
  CLUS_2                      25                            28
  CLUS_3                       8                            16
D27V5, multiclass
D27V6, multiclass
        clus
vv       DEL PEAK  2(1P35.2) CNV DEL PEAK  2(1P35.2) WILD-TYPE
  CLUS_1                       3                            12
  CLUS_2                      20                            46
  CLUS_3                      23                            30
D27V7, multiclass
        clus
vv       DEL PEAK  2(1P35.2) CNV DEL PEAK  2(1P35.2) WILD-TYPE
  CLUS_1                      10                            19
  CLUS_2                      19                            43
  CLUS_3                      17                            26
D27V8, multiclass
        clus
vv       DEL PEAK  2(1P35.2) CNV DEL PEAK  2(1P35.2) WILD-TYPE
  CLUS_1                      21                            25
  CLUS_2                       3                            13
  CLUS_3                      22                            50

Clustering(28) Variable = Del Peak  3(2q22.1)
D28V1, multiclass
        clus
vv       DEL PEAK  3(2Q22.1) CNV DEL PEAK  3(2Q22.1) WILD-TYPE
  CLUS_1                       3                            36
  CLUS_2                       3                            45
  CLUS_3                      10                            42
D28V2, multiclass
        clus
vv       DEL PEAK  3(2Q22.1) CNV DEL PEAK  3(2Q22.1) WILD-TYPE
  CLUS_1                       2                            30
  CLUS_2                       2                            33
  CLUS_3                      11                            45
D28V3, multiclass
D28V4, multiclass
        clus
vv       DEL PEAK  3(2Q22.1) CNV DEL PEAK  3(2Q22.1) WILD-TYPE
  CLUS_1                       7                            49
  CLUS_2                       5                            48
  CLUS_3                       4                            20
D28V5, multiclass
D28V6, multiclass
        clus
vv       DEL PEAK  3(2Q22.1) CNV DEL PEAK  3(2Q22.1) WILD-TYPE
  CLUS_1                       5                            10
  CLUS_2                       8                            58
  CLUS_3                       2                            51
D28V7, multiclass
        clus
vv       DEL PEAK  3(2Q22.1) CNV DEL PEAK  3(2Q22.1) WILD-TYPE
  CLUS_1                       3                            26
  CLUS_2                       9                            53
  CLUS_3                       3                            40
D28V8, multiclass
        clus
vv       DEL PEAK  3(2Q22.1) CNV DEL PEAK  3(2Q22.1) WILD-TYPE
  CLUS_1                       2                            44
  CLUS_2                       5                            11
  CLUS_3                       8                            64

Clustering(29) Variable = Del Peak  4(2q37.3)
D29V1, multiclass
        clus
vv       DEL PEAK  4(2Q37.3) CNV DEL PEAK  4(2Q37.3) WILD-TYPE
  CLUS_1                       4                            35
  CLUS_2                       5                            43
  CLUS_3                      18                            34
D29V2, multiclass
        clus
vv       DEL PEAK  4(2Q37.3) CNV DEL PEAK  4(2Q37.3) WILD-TYPE
  CLUS_1                       5                            27
  CLUS_2                       7                            28
  CLUS_3                      12                            44
D29V3, multiclass
D29V4, multiclass
        clus
vv       DEL PEAK  4(2Q37.3) CNV DEL PEAK  4(2Q37.3) WILD-TYPE
  CLUS_1                      14                            42
  CLUS_2                      11                            42
  CLUS_3                       2                            22
D29V5, multiclass
D29V6, multiclass
        clus
vv       DEL PEAK  4(2Q37.3) CNV DEL PEAK  4(2Q37.3) WILD-TYPE
  CLUS_1                       6                             9
  CLUS_2                      14                            52
  CLUS_3                       6                            47
D29V7, multiclass
        clus
vv       DEL PEAK  4(2Q37.3) CNV DEL PEAK  4(2Q37.3) WILD-TYPE
  CLUS_1                       5                            24
  CLUS_2                      15                            47
  CLUS_3                       6                            37
D29V8, multiclass
        clus
vv       DEL PEAK  4(2Q37.3) CNV DEL PEAK  4(2Q37.3) WILD-TYPE
  CLUS_1                       6                            40
  CLUS_2                       6                            10
  CLUS_3                      14                            58

Clustering(30) Variable = Del Peak  5(3p13)
D30V1, multiclass
        clus
vv       DEL PEAK  5(3P13) CNV DEL PEAK  5(3P13) WILD-TYPE
  CLUS_1                     4                          35
  CLUS_2                     4                          44
  CLUS_3                    14                          38
D30V2, multiclass
        clus
vv       DEL PEAK  5(3P13) CNV DEL PEAK  5(3P13) WILD-TYPE
  CLUS_1                     7                          25
  CLUS_2                     8                          27
  CLUS_3                     5                          51
D30V3, multiclass
D30V4, multiclass
        clus
vv       DEL PEAK  5(3P13) CNV DEL PEAK  5(3P13) WILD-TYPE
  CLUS_1                     4                          52
  CLUS_2                    16                          37
  CLUS_3                     1                          23
D30V5, multiclass
D30V6, multiclass
        clus
vv       DEL PEAK  5(3P13) CNV DEL PEAK  5(3P13) WILD-TYPE
  CLUS_1                     1                          14
  CLUS_2                     8                          58
  CLUS_3                    11                          42
D30V7, multiclass
        clus
vv       DEL PEAK  5(3P13) CNV DEL PEAK  5(3P13) WILD-TYPE
  CLUS_1                     2                          27
  CLUS_2                     7                          55
  CLUS_3                    11                          32
D30V8, multiclass
        clus
vv       DEL PEAK  5(3P13) CNV DEL PEAK  5(3P13) WILD-TYPE
  CLUS_1                    12                          34
  CLUS_2                     1                          15
  CLUS_3                     7                          65

Clustering(31) Variable = Del Peak  6(4p16.1)
D31V1, multiclass
        clus
vv       DEL PEAK  6(4P16.1) CNV DEL PEAK  6(4P16.1) WILD-TYPE
  CLUS_1                       7                            32
  CLUS_2                       7                            41
  CLUS_3                      14                            38
D31V2, multiclass
        clus
vv       DEL PEAK  6(4P16.1) CNV DEL PEAK  6(4P16.1) WILD-TYPE
  CLUS_1                       2                            30
  CLUS_2                      11                            24
  CLUS_3                      11                            45
D31V3, multiclass
D31V4, multiclass
        clus
vv       DEL PEAK  6(4P16.1) CNV DEL PEAK  6(4P16.1) WILD-TYPE
  CLUS_1                      11                            45
  CLUS_2                      14                            39
  CLUS_3                       3                            21
D31V5, multiclass
D31V6, multiclass
        clus
vv       DEL PEAK  6(4P16.1) CNV DEL PEAK  6(4P16.1) WILD-TYPE
  CLUS_1                       3                            12
  CLUS_2                      11                            55
  CLUS_3                      13                            40
D31V7, multiclass
        clus
vv       DEL PEAK  6(4P16.1) CNV DEL PEAK  6(4P16.1) WILD-TYPE
  CLUS_1                       5                            24
  CLUS_2                       9                            53
  CLUS_3                      13                            30
D31V8, multiclass
        clus
vv       DEL PEAK  6(4P16.1) CNV DEL PEAK  6(4P16.1) WILD-TYPE
  CLUS_1                      13                            33
  CLUS_2                       3                            13
  CLUS_3                      11                            61

Clustering(32) Variable = Del Peak  7(4q25)
D32V1, multiclass
        clus
vv       DEL PEAK  7(4Q25) CNV DEL PEAK  7(4Q25) WILD-TYPE
  CLUS_1                    12                          27
  CLUS_2                    13                          35
  CLUS_3                    39                          13
D32V2, multiclass
        clus
vv       DEL PEAK  7(4Q25) CNV DEL PEAK  7(4Q25) WILD-TYPE
  CLUS_1                     8                          24
  CLUS_2                    22                          13
  CLUS_3                    25                          31
D32V3, multiclass
D32V4, multiclass
        clus
vv       DEL PEAK  7(4Q25) CNV DEL PEAK  7(4Q25) WILD-TYPE
  CLUS_1                    29                          27
  CLUS_2                    27                          26
  CLUS_3                     7                          17
D32V5, multiclass
D32V6, multiclass
        clus
vv       DEL PEAK  7(4Q25) CNV DEL PEAK  7(4Q25) WILD-TYPE
  CLUS_1                     8                           7
  CLUS_2                    31                          35
  CLUS_3                    24                          29
D32V7, multiclass
        clus
vv       DEL PEAK  7(4Q25) CNV DEL PEAK  7(4Q25) WILD-TYPE
  CLUS_1                    14                          15
  CLUS_2                    26                          36
  CLUS_3                    23                          20
D32V8, multiclass
        clus
vv       DEL PEAK  7(4Q25) CNV DEL PEAK  7(4Q25) WILD-TYPE
  CLUS_1                    23                          23
  CLUS_2                     8                           8
  CLUS_3                    32                          40

Clustering(33) Variable = Del Peak  8(4q35.1)
D33V1, multiclass
        clus
vv       DEL PEAK  8(4Q35.1) CNV DEL PEAK  8(4Q35.1) WILD-TYPE
  CLUS_1                      13                            26
  CLUS_2                      13                            35
  CLUS_3                      33                            19
D33V2, multiclass
        clus
vv       DEL PEAK  8(4Q35.1) CNV DEL PEAK  8(4Q35.1) WILD-TYPE
  CLUS_1                       7                            25
  CLUS_2                      22                            13
  CLUS_3                      23                            33
D33V3, multiclass
D33V4, multiclass
        clus
vv       DEL PEAK  8(4Q35.1) CNV DEL PEAK  8(4Q35.1) WILD-TYPE
  CLUS_1                      24                            32
  CLUS_2                      26                            27
  CLUS_3                       7                            17
D33V5, multiclass
D33V6, multiclass
        clus
vv       DEL PEAK  8(4Q35.1) CNV DEL PEAK  8(4Q35.1) WILD-TYPE
  CLUS_1                       8                             7
  CLUS_2                      27                            39
  CLUS_3                      23                            30
D33V7, multiclass
        clus
vv       DEL PEAK  8(4Q35.1) CNV DEL PEAK  8(4Q35.1) WILD-TYPE
  CLUS_1                      12                            17
  CLUS_2                      27                            35
  CLUS_3                      19                            24
D33V8, multiclass
        clus
vv       DEL PEAK  8(4Q35.1) CNV DEL PEAK  8(4Q35.1) WILD-TYPE
  CLUS_1                      22                            24
  CLUS_2                       8                             8
  CLUS_3                      28                            44

Clustering(34) Variable = Del Peak  9(5q23.1)
D34V1, multiclass
        clus
vv       DEL PEAK  9(5Q23.1) CNV DEL PEAK  9(5Q23.1) WILD-TYPE
  CLUS_1                       5                            34
  CLUS_2                       4                            44
  CLUS_3                      10                            42
D34V2, multiclass
        clus
vv       DEL PEAK  9(5Q23.1) CNV DEL PEAK  9(5Q23.1) WILD-TYPE
  CLUS_1                       2                            30
  CLUS_2                       8                            27
  CLUS_3                       7                            49
D34V3, multiclass
D34V4, multiclass
        clus
vv       DEL PEAK  9(5Q23.1) CNV DEL PEAK  9(5Q23.1) WILD-TYPE
  CLUS_1                       5                            51
  CLUS_2                      11                            42
  CLUS_3                       3                            21
D34V5, multiclass
D34V6, multiclass
        clus
vv       DEL PEAK  9(5Q23.1) CNV DEL PEAK  9(5Q23.1) WILD-TYPE
  CLUS_1                       1                            14
  CLUS_2                       9                            57
  CLUS_3                       9                            44
D34V7, multiclass
        clus
vv       DEL PEAK  9(5Q23.1) CNV DEL PEAK  9(5Q23.1) WILD-TYPE
  CLUS_1                       3                            26
  CLUS_2                      11                            51
  CLUS_3                       5                            38
D34V8, multiclass
        clus
vv       DEL PEAK  9(5Q23.1) CNV DEL PEAK  9(5Q23.1) WILD-TYPE
  CLUS_1                       5                            41
  CLUS_2                       1                            15
  CLUS_3                      13                            59

Clustering(35) Variable = Del Peak 10(6q16.3)
D35V1, multiclass
        clus
vv       DEL PEAK 10(6Q16.3) CNV DEL PEAK 10(6Q16.3) WILD-TYPE
  CLUS_1                      19                            20
  CLUS_2                       9                            39
  CLUS_3                      20                            32
D35V2, multiclass
        clus
vv       DEL PEAK 10(6Q16.3) CNV DEL PEAK 10(6Q16.3) WILD-TYPE
  CLUS_1                      10                            22
  CLUS_2                      15                            20
  CLUS_3                      18                            38
D35V3, multiclass
D35V4, multiclass
        clus
vv       DEL PEAK 10(6Q16.3) CNV DEL PEAK 10(6Q16.3) WILD-TYPE
  CLUS_1                      15                            41
  CLUS_2                      24                            29
  CLUS_3                       8                            16
D35V5, multiclass
D35V6, multiclass
        clus
vv       DEL PEAK 10(6Q16.3) CNV DEL PEAK 10(6Q16.3) WILD-TYPE
  CLUS_1                       4                            11
  CLUS_2                      19                            47
  CLUS_3                      21                            32
D35V7, multiclass
        clus
vv       DEL PEAK 10(6Q16.3) CNV DEL PEAK 10(6Q16.3) WILD-TYPE
  CLUS_1                       8                            21
  CLUS_2                      20                            42
  CLUS_3                      16                            27
D35V8, multiclass
        clus
vv       DEL PEAK 10(6Q16.3) CNV DEL PEAK 10(6Q16.3) WILD-TYPE
  CLUS_1                      19                            27
  CLUS_2                       4                            12
  CLUS_3                      21                            51

Clustering(36) Variable = Del Peak 11(6q26)
D36V1, multiclass
        clus
vv       DEL PEAK 11(6Q26) CNV DEL PEAK 11(6Q26) WILD-TYPE
  CLUS_1                    20                          19
  CLUS_2                     9                          39
  CLUS_3                    24                          28
D36V2, multiclass
        clus
vv       DEL PEAK 11(6Q26) CNV DEL PEAK 11(6Q26) WILD-TYPE
  CLUS_1                    10                          22
  CLUS_2                    18                          17
  CLUS_3                    19                          37
D36V3, multiclass
D36V4, multiclass
        clus
vv       DEL PEAK 11(6Q26) CNV DEL PEAK 11(6Q26) WILD-TYPE
  CLUS_1                    16                          40
  CLUS_2                    27                          26
  CLUS_3                     8                          16
D36V5, multiclass
D36V6, multiclass
        clus
vv       DEL PEAK 11(6Q26) CNV DEL PEAK 11(6Q26) WILD-TYPE
  CLUS_1                     5                          10
  CLUS_2                    19                          47
  CLUS_3                    25                          28
D36V7, multiclass
        clus
vv       DEL PEAK 11(6Q26) CNV DEL PEAK 11(6Q26) WILD-TYPE
  CLUS_1                     8                          21
  CLUS_2                    23                          39
  CLUS_3                    18                          25
D36V8, multiclass
        clus
vv       DEL PEAK 11(6Q26) CNV DEL PEAK 11(6Q26) WILD-TYPE
  CLUS_1                    23                          23
  CLUS_2                     5                          11
  CLUS_3                    21                          51

Clustering(37) Variable = Del Peak 12(8p23.2)
D37V1, multiclass
        clus
vv       DEL PEAK 12(8P23.2) CNV DEL PEAK 12(8P23.2) WILD-TYPE
  CLUS_1                      39                             0
  CLUS_2                      10                            38
  CLUS_3                      35                            17
D37V2, multiclass
        clus
vv       DEL PEAK 12(8P23.2) CNV DEL PEAK 12(8P23.2) WILD-TYPE
  CLUS_1                      15                            17
  CLUS_2                      23                            12
  CLUS_3                      40                            16
D37V3, multiclass
D37V4, multiclass
        clus
vv       DEL PEAK 12(8P23.2) CNV DEL PEAK 12(8P23.2) WILD-TYPE
  CLUS_1                      31                            25
  CLUS_2                      33                            20
  CLUS_3                      16                             8
D37V5, multiclass
D37V6, multiclass
        clus
vv       DEL PEAK 12(8P23.2) CNV DEL PEAK 12(8P23.2) WILD-TYPE
  CLUS_1                      11                             4
  CLUS_2                      37                            29
  CLUS_3                      32                            21
D37V7, multiclass
        clus
vv       DEL PEAK 12(8P23.2) CNV DEL PEAK 12(8P23.2) WILD-TYPE
  CLUS_1                      17                            12
  CLUS_2                      37                            25
  CLUS_3                      26                            17
D37V8, multiclass
        clus
vv       DEL PEAK 12(8P23.2) CNV DEL PEAK 12(8P23.2) WILD-TYPE
  CLUS_1                      26                            20
  CLUS_2                      12                             4
  CLUS_3                      42                            30

Clustering(38) Variable = Del Peak 13(8p11.22)
D38V1, multiclass
        clus
vv       DEL PEAK 13(8P11.22) CNV DEL PEAK 13(8P11.22) WILD-TYPE
  CLUS_1                       33                              6
  CLUS_2                        3                             45
  CLUS_3                       31                             21
D38V2, multiclass
        clus
vv       DEL PEAK 13(8P11.22) CNV DEL PEAK 13(8P11.22) WILD-TYPE
  CLUS_1                       13                             19
  CLUS_2                       20                             15
  CLUS_3                       30                             26
D38V3, multiclass
D38V4, multiclass
        clus
vv       DEL PEAK 13(8P11.22) CNV DEL PEAK 13(8P11.22) WILD-TYPE
  CLUS_1                       24                             32
  CLUS_2                       28                             25
  CLUS_3                       13                             11
D38V5, multiclass
D38V6, multiclass
        clus
vv       DEL PEAK 13(8P11.22) CNV DEL PEAK 13(8P11.22) WILD-TYPE
  CLUS_1                       10                              5
  CLUS_2                       30                             36
  CLUS_3                       24                             29
D38V7, multiclass
        clus
vv       DEL PEAK 13(8P11.22) CNV DEL PEAK 13(8P11.22) WILD-TYPE
  CLUS_1                       15                             14
  CLUS_2                       31                             31
  CLUS_3                       18                             25
D38V8, multiclass
        clus
vv       DEL PEAK 13(8P11.22) CNV DEL PEAK 13(8P11.22) WILD-TYPE
  CLUS_1                       19                             27
  CLUS_2                       11                              5
  CLUS_3                       34                             38

Clustering(39) Variable = Del Peak 14(9p21.3)
D39V1, multiclass
        clus
vv       DEL PEAK 14(9P21.3) CNV DEL PEAK 14(9P21.3) WILD-TYPE
  CLUS_1                      19                            20
  CLUS_2                       9                            39
  CLUS_3                      22                            30
D39V2, multiclass
        clus
vv       DEL PEAK 14(9P21.3) CNV DEL PEAK 14(9P21.3) WILD-TYPE
  CLUS_1                      11                            21
  CLUS_2                      15                            20
  CLUS_3                      20                            36
D39V3, multiclass
D39V4, multiclass
        clus
vv       DEL PEAK 14(9P21.3) CNV DEL PEAK 14(9P21.3) WILD-TYPE
  CLUS_1                      16                            40
  CLUS_2                      23                            30
  CLUS_3                      10                            14
D39V5, multiclass
D39V6, multiclass
        clus
vv       DEL PEAK 14(9P21.3) CNV DEL PEAK 14(9P21.3) WILD-TYPE
  CLUS_1                       7                             8
  CLUS_2                      22                            44
  CLUS_3                      20                            33
D39V7, multiclass
        clus
vv       DEL PEAK 14(9P21.3) CNV DEL PEAK 14(9P21.3) WILD-TYPE
  CLUS_1                      10                            19
  CLUS_2                      23                            39
  CLUS_3                      16                            27
D39V8, multiclass
        clus
vv       DEL PEAK 14(9P21.3) CNV DEL PEAK 14(9P21.3) WILD-TYPE
  CLUS_1                      18                            28
  CLUS_2                       8                             8
  CLUS_3                      23                            49

Clustering(40) Variable = Del Peak 15(9q34.3)
D40V1, multiclass
        clus
vv       DEL PEAK 15(9Q34.3) CNV DEL PEAK 15(9Q34.3) WILD-TYPE
  CLUS_1                      16                            23
  CLUS_2                       7                            41
  CLUS_3                      25                            27
D40V2, multiclass
        clus
vv       DEL PEAK 15(9Q34.3) CNV DEL PEAK 15(9Q34.3) WILD-TYPE
  CLUS_1                      10                            22
  CLUS_2                      18                            17
  CLUS_3                      16                            40
D40V3, multiclass
D40V4, multiclass
        clus
vv       DEL PEAK 15(9Q34.3) CNV DEL PEAK 15(9Q34.3) WILD-TYPE
  CLUS_1                      22                            34
  CLUS_2                      21                            32
  CLUS_3                       5                            19
D40V5, multiclass
D40V6, multiclass
        clus
vv       DEL PEAK 15(9Q34.3) CNV DEL PEAK 15(9Q34.3) WILD-TYPE
  CLUS_1                       6                             9
  CLUS_2                      18                            48
  CLUS_3                      21                            32
D40V7, multiclass
        clus
vv       DEL PEAK 15(9Q34.3) CNV DEL PEAK 15(9Q34.3) WILD-TYPE
  CLUS_1                      10                            19
  CLUS_2                      19                            43
  CLUS_3                      16                            27
D40V8, multiclass
        clus
vv       DEL PEAK 15(9Q34.3) CNV DEL PEAK 15(9Q34.3) WILD-TYPE
  CLUS_1                      20                            26
  CLUS_2                       6                            10
  CLUS_3                      19                            53

Clustering(41) Variable = Del Peak 16(10q23.31)
D41V1, multiclass
        clus
vv       DEL PEAK 16(10Q23.31) CNV DEL PEAK 16(10Q23.31) WILD-TYPE
  CLUS_1                         6                              33
  CLUS_2                        15                              33
  CLUS_3                        26                              26
D41V2, multiclass
        clus
vv       DEL PEAK 16(10Q23.31) CNV DEL PEAK 16(10Q23.31) WILD-TYPE
  CLUS_1                         9                              23
  CLUS_2                        10                              25
  CLUS_3                        21                              35
D41V3, multiclass
D41V4, multiclass
        clus
vv       DEL PEAK 16(10Q23.31) CNV DEL PEAK 16(10Q23.31) WILD-TYPE
  CLUS_1                        21                              35
  CLUS_2                        21                              32
  CLUS_3                         3                              21
D41V5, multiclass
D41V6, multiclass
        clus
vv       DEL PEAK 16(10Q23.31) CNV DEL PEAK 16(10Q23.31) WILD-TYPE
  CLUS_1                         8                               7
  CLUS_2                        25                              41
  CLUS_3                        14                              39
D41V7, multiclass
        clus
vv       DEL PEAK 16(10Q23.31) CNV DEL PEAK 16(10Q23.31) WILD-TYPE
  CLUS_1                         5                              24
  CLUS_2                        23                              39
  CLUS_3                        19                              24
D41V8, multiclass
        clus
vv       DEL PEAK 16(10Q23.31) CNV DEL PEAK 16(10Q23.31) WILD-TYPE
  CLUS_1                        14                              32
  CLUS_2                         8                               8
  CLUS_3                        25                              47

Clustering(42) Variable = Del Peak 17(11q23.3)
D42V1, multiclass
        clus
vv       DEL PEAK 17(11Q23.3) CNV DEL PEAK 17(11Q23.3) WILD-TYPE
  CLUS_1                        8                             31
  CLUS_2                        7                             41
  CLUS_3                       15                             37
D42V2, multiclass
        clus
vv       DEL PEAK 17(11Q23.3) CNV DEL PEAK 17(11Q23.3) WILD-TYPE
  CLUS_1                        5                             27
  CLUS_2                       10                             25
  CLUS_3                       12                             44
D42V3, multiclass
D42V4, multiclass
        clus
vv       DEL PEAK 17(11Q23.3) CNV DEL PEAK 17(11Q23.3) WILD-TYPE
  CLUS_1                       10                             46
  CLUS_2                       16                             37
  CLUS_3                        3                             21
D42V5, multiclass
D42V6, multiclass
        clus
vv       DEL PEAK 17(11Q23.3) CNV DEL PEAK 17(11Q23.3) WILD-TYPE
  CLUS_1                        2                             13
  CLUS_2                       14                             52
  CLUS_3                       13                             40
D42V7, multiclass
        clus
vv       DEL PEAK 17(11Q23.3) CNV DEL PEAK 17(11Q23.3) WILD-TYPE
  CLUS_1                        2                             27
  CLUS_2                       12                             50
  CLUS_3                       15                             28
D42V8, multiclass
        clus
vv       DEL PEAK 17(11Q23.3) CNV DEL PEAK 17(11Q23.3) WILD-TYPE
  CLUS_1                       12                             34
  CLUS_2                        2                             14
  CLUS_3                       15                             57

Clustering(43) Variable = Del Peak 18(12p12.1)
D43V1, multiclass
        clus
vv       DEL PEAK 18(12P12.1) CNV DEL PEAK 18(12P12.1) WILD-TYPE
  CLUS_1                        9                             30
  CLUS_2                        5                             43
  CLUS_3                       18                             34
D43V2, multiclass
        clus
vv       DEL PEAK 18(12P12.1) CNV DEL PEAK 18(12P12.1) WILD-TYPE
  CLUS_1                        5                             27
  CLUS_2                        8                             27
  CLUS_3                       16                             40
D43V3, multiclass
D43V4, multiclass
        clus
vv       DEL PEAK 18(12P12.1) CNV DEL PEAK 18(12P12.1) WILD-TYPE
  CLUS_1                       14                             42
  CLUS_2                       15                             38
  CLUS_3                        3                             21
D43V5, multiclass
D43V6, multiclass
        clus
vv       DEL PEAK 18(12P12.1) CNV DEL PEAK 18(12P12.1) WILD-TYPE
  CLUS_1                        6                              9
  CLUS_2                       14                             52
  CLUS_3                       10                             43
D43V7, multiclass
        clus
vv       DEL PEAK 18(12P12.1) CNV DEL PEAK 18(12P12.1) WILD-TYPE
  CLUS_1                        5                             24
  CLUS_2                       18                             44
  CLUS_3                        7                             36
D43V8, multiclass
        clus
vv       DEL PEAK 18(12P12.1) CNV DEL PEAK 18(12P12.1) WILD-TYPE
  CLUS_1                       10                             36
  CLUS_2                        6                             10
  CLUS_3                       14                             58

Clustering(44) Variable = Del Peak 19(12q24.33)
D44V1, multiclass
        clus
vv       DEL PEAK 19(12Q24.33) CNV DEL PEAK 19(12Q24.33) WILD-TYPE
  CLUS_1                         8                              31
  CLUS_2                         2                              46
  CLUS_3                        14                              38
D44V2, multiclass
        clus
vv       DEL PEAK 19(12Q24.33) CNV DEL PEAK 19(12Q24.33) WILD-TYPE
  CLUS_1                         3                              29
  CLUS_2                         9                              26
  CLUS_3                         8                              48
D44V3, multiclass
D44V4, multiclass
        clus
vv       DEL PEAK 19(12Q24.33) CNV DEL PEAK 19(12Q24.33) WILD-TYPE
  CLUS_1                         7                              49
  CLUS_2                        12                              41
  CLUS_3                         3                              21
D44V5, multiclass
D44V6, multiclass
        clus
vv       DEL PEAK 19(12Q24.33) CNV DEL PEAK 19(12Q24.33) WILD-TYPE
  CLUS_1                         3                              12
  CLUS_2                        10                              56
  CLUS_3                        11                              42
D44V7, multiclass
        clus
vv       DEL PEAK 19(12Q24.33) CNV DEL PEAK 19(12Q24.33) WILD-TYPE
  CLUS_1                         4                              25
  CLUS_2                        11                              51
  CLUS_3                         9                              34
D44V8, multiclass
        clus
vv       DEL PEAK 19(12Q24.33) CNV DEL PEAK 19(12Q24.33) WILD-TYPE
  CLUS_1                        10                              36
  CLUS_2                         3                              13
  CLUS_3                        11                              61

Clustering(45) Variable = Del Peak 20(13q14.2)
D45V1, multiclass
        clus
vv       DEL PEAK 20(13Q14.2) CNV DEL PEAK 20(13Q14.2) WILD-TYPE
  CLUS_1                       12                             27
  CLUS_2                       13                             35
  CLUS_3                       38                             14
D45V2, multiclass
        clus
vv       DEL PEAK 20(13Q14.2) CNV DEL PEAK 20(13Q14.2) WILD-TYPE
  CLUS_1                       12                             20
  CLUS_2                       20                             15
  CLUS_3                       23                             33
D45V3, multiclass
D45V4, multiclass
        clus
vv       DEL PEAK 20(13Q14.2) CNV DEL PEAK 20(13Q14.2) WILD-TYPE
  CLUS_1                       27                             29
  CLUS_2                       29                             24
  CLUS_3                        5                             19
D45V5, multiclass
D45V6, multiclass
        clus
vv       DEL PEAK 20(13Q14.2) CNV DEL PEAK 20(13Q14.2) WILD-TYPE
  CLUS_1                       10                              5
  CLUS_2                       25                             41
  CLUS_3                       26                             27
D45V7, multiclass
        clus
vv       DEL PEAK 20(13Q14.2) CNV DEL PEAK 20(13Q14.2) WILD-TYPE
  CLUS_1                        9                             20
  CLUS_2                       24                             38
  CLUS_3                       28                             15
D45V8, multiclass
        clus
vv       DEL PEAK 20(13Q14.2) CNV DEL PEAK 20(13Q14.2) WILD-TYPE
  CLUS_1                       23                             23
  CLUS_2                       10                              6
  CLUS_3                       28                             44

Clustering(46) Variable = Del Peak 21(13q22.2)
D46V1, multiclass
        clus
vv       DEL PEAK 21(13Q22.2) CNV DEL PEAK 21(13Q22.2) WILD-TYPE
  CLUS_1                        9                             30
  CLUS_2                       12                             36
  CLUS_3                       30                             22
D46V2, multiclass
        clus
vv       DEL PEAK 21(13Q22.2) CNV DEL PEAK 21(13Q22.2) WILD-TYPE
  CLUS_1                        9                             23
  CLUS_2                       17                             18
  CLUS_3                       17                             39
D46V3, multiclass
D46V4, multiclass
        clus
vv       DEL PEAK 21(13Q22.2) CNV DEL PEAK 21(13Q22.2) WILD-TYPE
  CLUS_1                       22                             34
  CLUS_2                       22                             31
  CLUS_3                        5                             19
D46V5, multiclass
D46V6, multiclass
        clus
vv       DEL PEAK 21(13Q22.2) CNV DEL PEAK 21(13Q22.2) WILD-TYPE
  CLUS_1                        7                              8
  CLUS_2                       21                             45
  CLUS_3                       21                             32
D46V7, multiclass
        clus
vv       DEL PEAK 21(13Q22.2) CNV DEL PEAK 21(13Q22.2) WILD-TYPE
  CLUS_1                        8                             21
  CLUS_2                       19                             43
  CLUS_3                       22                             21
D46V8, multiclass
        clus
vv       DEL PEAK 21(13Q22.2) CNV DEL PEAK 21(13Q22.2) WILD-TYPE
  CLUS_1                       19                             27
  CLUS_2                        7                              9
  CLUS_3                       23                             49

Clustering(47) Variable = Del Peak 22(14q23.3)
D47V1, multiclass
        clus
vv       DEL PEAK 22(14Q23.3) CNV DEL PEAK 22(14Q23.3) WILD-TYPE
  CLUS_1                       14                             25
  CLUS_2                       12                             36
  CLUS_3                       23                             29
D47V2, multiclass
        clus
vv       DEL PEAK 22(14Q23.3) CNV DEL PEAK 22(14Q23.3) WILD-TYPE
  CLUS_1                       11                             21
  CLUS_2                       18                             17
  CLUS_3                       15                             41
D47V3, multiclass
D47V4, multiclass
        clus
vv       DEL PEAK 22(14Q23.3) CNV DEL PEAK 22(14Q23.3) WILD-TYPE
  CLUS_1                       15                             41
  CLUS_2                       28                             25
  CLUS_3                        5                             19
D47V5, multiclass
D47V6, multiclass
        clus
vv       DEL PEAK 22(14Q23.3) CNV DEL PEAK 22(14Q23.3) WILD-TYPE
  CLUS_1                        9                              6
  CLUS_2                       20                             46
  CLUS_3                       19                             34
D47V7, multiclass
        clus
vv       DEL PEAK 22(14Q23.3) CNV DEL PEAK 22(14Q23.3) WILD-TYPE
  CLUS_1                        8                             21
  CLUS_2                       20                             42
  CLUS_3                       20                             23
D47V8, multiclass
        clus
vv       DEL PEAK 22(14Q23.3) CNV DEL PEAK 22(14Q23.3) WILD-TYPE
  CLUS_1                       19                             27
  CLUS_2                        9                              7
  CLUS_3                       20                             52

Clustering(48) Variable = Del Peak 23(16q23.1)
D48V1, multiclass
        clus
vv       DEL PEAK 23(16Q23.1) CNV DEL PEAK 23(16Q23.1) WILD-TYPE
  CLUS_1                       13                             26
  CLUS_2                       15                             33
  CLUS_3                       30                             22
D48V2, multiclass
        clus
vv       DEL PEAK 23(16Q23.1) CNV DEL PEAK 23(16Q23.1) WILD-TYPE
  CLUS_1                        9                             23
  CLUS_2                       22                             13
  CLUS_3                       20                             36
D48V3, multiclass
D48V4, multiclass
        clus
vv       DEL PEAK 23(16Q23.1) CNV DEL PEAK 23(16Q23.1) WILD-TYPE
  CLUS_1                       23                             33
  CLUS_2                       29                             24
  CLUS_3                        5                             19
D48V5, multiclass
D48V6, multiclass
        clus
vv       DEL PEAK 23(16Q23.1) CNV DEL PEAK 23(16Q23.1) WILD-TYPE
  CLUS_1                        6                              9
  CLUS_2                       22                             44
  CLUS_3                       28                             25
D48V7, multiclass
        clus
vv       DEL PEAK 23(16Q23.1) CNV DEL PEAK 23(16Q23.1) WILD-TYPE
  CLUS_1                       12                             17
  CLUS_2                       24                             38
  CLUS_3                       20                             23
D48V8, multiclass
        clus
vv       DEL PEAK 23(16Q23.1) CNV DEL PEAK 23(16Q23.1) WILD-TYPE
  CLUS_1                       25                             21
  CLUS_2                        6                             10
  CLUS_3                       25                             47

Clustering(49) Variable = Del Peak 24(17p13.3)
D49V1, multiclass
        clus
vv       DEL PEAK 24(17P13.3) CNV DEL PEAK 24(17P13.3) WILD-TYPE
  CLUS_1                       12                             27
  CLUS_2                       23                             25
  CLUS_3                       42                             10
D49V2, multiclass
        clus
vv       DEL PEAK 24(17P13.3) CNV DEL PEAK 24(17P13.3) WILD-TYPE
  CLUS_1                       14                             18
  CLUS_2                       22                             13
  CLUS_3                       34                             22
D49V3, multiclass
D49V4, multiclass
        clus
vv       DEL PEAK 24(17P13.3) CNV DEL PEAK 24(17P13.3) WILD-TYPE
  CLUS_1                       34                             22
  CLUS_2                       31                             22
  CLUS_3                        8                             16
D49V5, multiclass
D49V6, multiclass
        clus
vv       DEL PEAK 24(17P13.3) CNV DEL PEAK 24(17P13.3) WILD-TYPE
  CLUS_1                       14                              1
  CLUS_2                       38                             28
  CLUS_3                       24                             29
D49V7, multiclass
        clus
vv       DEL PEAK 24(17P13.3) CNV DEL PEAK 24(17P13.3) WILD-TYPE
  CLUS_1                       21                              8
  CLUS_2                       37                             25
  CLUS_3                       18                             25
D49V8, multiclass
        clus
vv       DEL PEAK 24(17P13.3) CNV DEL PEAK 24(17P13.3) WILD-TYPE
  CLUS_1                       21                             25
  CLUS_2                       15                              1
  CLUS_3                       40                             32

Clustering(50) Variable = Del Peak 25(17p11.2)
D50V1, multiclass
        clus
vv       DEL PEAK 25(17P11.2) CNV DEL PEAK 25(17P11.2) WILD-TYPE
  CLUS_1                       18                             21
  CLUS_2                       20                             28
  CLUS_3                       39                             13
D50V2, multiclass
        clus
vv       DEL PEAK 25(17P11.2) CNV DEL PEAK 25(17P11.2) WILD-TYPE
  CLUS_1                       14                             18
  CLUS_2                       20                             15
  CLUS_3                       34                             22
D50V3, multiclass
D50V4, multiclass
        clus
vv       DEL PEAK 25(17P11.2) CNV DEL PEAK 25(17P11.2) WILD-TYPE
  CLUS_1                       37                             19
  CLUS_2                       29                             24
  CLUS_3                        8                             16
D50V5, multiclass
D50V6, multiclass
        clus
vv       DEL PEAK 25(17P11.2) CNV DEL PEAK 25(17P11.2) WILD-TYPE
  CLUS_1                       14                              1
  CLUS_2                       36                             30
  CLUS_3                       25                             28
D50V7, multiclass
        clus
vv       DEL PEAK 25(17P11.2) CNV DEL PEAK 25(17P11.2) WILD-TYPE
  CLUS_1                       20                              9
  CLUS_2                       35                             27
  CLUS_3                       20                             23
D50V8, multiclass
        clus
vv       DEL PEAK 25(17P11.2) CNV DEL PEAK 25(17P11.2) WILD-TYPE
  CLUS_1                       22                             24
  CLUS_2                       15                              1
  CLUS_3                       38                             34

Clustering(51) Variable = Del Peak 26(18q21.2)
D51V1, multiclass
        clus
vv       DEL PEAK 26(18Q21.2) CNV DEL PEAK 26(18Q21.2) WILD-TYPE
  CLUS_1                        6                             33
  CLUS_2                        5                             43
  CLUS_3                       17                             35
D51V2, multiclass
        clus
vv       DEL PEAK 26(18Q21.2) CNV DEL PEAK 26(18Q21.2) WILD-TYPE
  CLUS_1                        2                             30
  CLUS_2                       12                             23
  CLUS_3                       10                             46
D51V3, multiclass
D51V4, multiclass
        clus
vv       DEL PEAK 26(18Q21.2) CNV DEL PEAK 26(18Q21.2) WILD-TYPE
  CLUS_1                       10                             46
  CLUS_2                       13                             40
  CLUS_3                        5                             19
D51V5, multiclass
D51V6, multiclass
        clus
vv       DEL PEAK 26(18Q21.2) CNV DEL PEAK 26(18Q21.2) WILD-TYPE
  CLUS_1                        3                             12
  CLUS_2                       11                             55
  CLUS_3                       13                             40
D51V7, multiclass
        clus
vv       DEL PEAK 26(18Q21.2) CNV DEL PEAK 26(18Q21.2) WILD-TYPE
  CLUS_1                        4                             25
  CLUS_2                       13                             49
  CLUS_3                       10                             33
D51V8, multiclass
        clus
vv       DEL PEAK 26(18Q21.2) CNV DEL PEAK 26(18Q21.2) WILD-TYPE
  CLUS_1                       12                             34
  CLUS_2                        3                             13
  CLUS_3                       12                             60

Clustering(52) Variable = Del Peak 27(19p13.3)
D52V1, multiclass
        clus
vv       DEL PEAK 27(19P13.3) CNV DEL PEAK 27(19P13.3) WILD-TYPE
  CLUS_1                       10                             29
  CLUS_2                        6                             42
  CLUS_3                       16                             36
D52V2, multiclass
        clus
vv       DEL PEAK 27(19P13.3) CNV DEL PEAK 27(19P13.3) WILD-TYPE
  CLUS_1                        4                             28
  CLUS_2                       14                             21
  CLUS_3                       10                             46
D52V3, multiclass
D52V4, multiclass
        clus
vv       DEL PEAK 27(19P13.3) CNV DEL PEAK 27(19P13.3) WILD-TYPE
  CLUS_1                       12                             44
  CLUS_2                       16                             37
  CLUS_3                        4                             20
D52V5, multiclass
D52V6, multiclass
        clus
vv       DEL PEAK 27(19P13.3) CNV DEL PEAK 27(19P13.3) WILD-TYPE
  CLUS_1                        6                              9
  CLUS_2                       12                             54
  CLUS_3                       13                             40
D52V7, multiclass
        clus
vv       DEL PEAK 27(19P13.3) CNV DEL PEAK 27(19P13.3) WILD-TYPE
  CLUS_1                        5                             24
  CLUS_2                       14                             48
  CLUS_3                       12                             31
D52V8, multiclass
        clus
vv       DEL PEAK 27(19P13.3) CNV DEL PEAK 27(19P13.3) WILD-TYPE
  CLUS_1                       13                             33
  CLUS_2                        6                             10
  CLUS_3                       12                             60

Clustering(53) Variable = Del Peak 28(22q13.32)
D53V1, multiclass
        clus
vv       DEL PEAK 28(22Q13.32) CNV DEL PEAK 28(22Q13.32) WILD-TYPE
  CLUS_1                         6                              33
  CLUS_2                        13                              35
  CLUS_3                        20                              32
D53V2, multiclass
        clus
vv       DEL PEAK 28(22Q13.32) CNV DEL PEAK 28(22Q13.32) WILD-TYPE
  CLUS_1                        11                              21
  CLUS_2                         9                              26
  CLUS_3                        13                              43
D53V3, multiclass
D53V4, multiclass
        clus
vv       DEL PEAK 28(22Q13.32) CNV DEL PEAK 28(22Q13.32) WILD-TYPE
  CLUS_1                        16                              40
  CLUS_2                        17                              36
  CLUS_3                         5                              19
D53V5, multiclass
D53V6, multiclass
        clus
vv       DEL PEAK 28(22Q13.32) CNV DEL PEAK 28(22Q13.32) WILD-TYPE
  CLUS_1                         5                              10
  CLUS_2                        22                              44
  CLUS_3                        11                              42
D53V7, multiclass
        clus
vv       DEL PEAK 28(22Q13.32) CNV DEL PEAK 28(22Q13.32) WILD-TYPE
  CLUS_1                         8                              21
  CLUS_2                        17                              45
  CLUS_3                        13                              30
D53V8, multiclass
        clus
vv       DEL PEAK 28(22Q13.32) CNV DEL PEAK 28(22Q13.32) WILD-TYPE
  CLUS_1                        11                              35
  CLUS_2                         5                              11
  CLUS_3                        22                              50
                           V1                            V2 
                    "CN_CNMF"            "METHLYATION_CNMF" 
                           V3                            V4 
               "MRNASEQ_CNMF"       "MRNASEQ_CHIERARCHICAL" 
                           V5                            V6 
                "MIRSEQ_CNMF"        "MIRSEQ_CHIERARCHICAL" 
                           V7                            V8 
         "MIRSEQ_MATURE_CNMF" "MIRSEQ_MATURE_CHIERARCHICAL" 
> q(save="no")
