Centers and scales each column by standard deviation (sd) or to the interval (0, 1).
scale_sd(data)
scale_01(data)Numeric matrix or data.frame of the observations.
scale_sd(data = wine[, 2:6])
#> Alcohol Malic Ash Alcalinity Magnesium
#> [1,] 1.51434077 -0.56066822 0.23139979 -1.166303174 1.90852151
#> [2,] 0.24559683 -0.49800856 -0.82566722 -2.483840525 0.01809398
#> [3,] 0.19632522 0.02117152 1.10621386 -0.267982252 0.08810981
#> [4,] 1.68679140 -0.34583508 0.48655389 -0.806974805 0.92829983
#> [5,] 0.29486844 0.22705328 1.83522559 0.450674485 1.27837900
#> [6,] 1.47738706 -0.51591132 0.30430096 -1.286079296 0.85828399
#> [7,] 1.71142720 -0.41744613 0.30430096 -1.465743481 -0.26196936
#> [8,] 1.30493643 -0.16680747 0.88751034 -0.567422559 1.48842650
#> [9,] 2.25341491 -0.62332789 -0.71631546 -1.645407665 -0.19195352
#> [10,] 1.05857838 -0.88291793 -0.35180959 -1.046527051 -0.12193769
#> [11,] 1.35420804 -0.15785609 -0.24245783 -0.447646437 0.36817315
#> [12,] 1.37884384 -0.76654998 -0.16955666 -0.806974805 -0.33198519
#> [13,] 0.92308146 -0.54276546 0.15849862 -1.046527051 -0.75208020
#> [14,] 2.15487169 -0.54276546 0.08559744 -2.423952463 -0.61204853
#> [15,] 1.69910930 -0.41744613 0.04914686 -2.244288279 0.15812565
#> [16,] 0.77526663 -0.47115441 1.21556562 -0.687198682 0.85828399
#> [17,] 1.60056608 -0.37268923 1.28846679 0.151234178 1.41841067
#> [18,] 1.02162467 -0.68598755 0.92396093 0.151234178 1.06833150
#> [19,] 1.46506916 -0.66808479 0.41365272 -0.896806897 0.57822065
#> [20,] 0.78758453 0.68357369 0.70525741 -1.286079296 1.13834733
#> [21,] 1.30493643 -0.63227927 -0.31535901 -1.046527051 1.83850567
#> [22,] -0.08698653 1.31017034 1.03331269 -0.267982252 0.15812565
#> [23,] 0.87380985 -0.42639751 -0.02375431 -0.866862867 0.08810981
#> [24,] -0.18552975 -0.65913341 0.55945507 -0.507534498 -0.33198519
#> [25,] 0.61513390 -0.47115441 0.88751034 0.151234178 -0.26196936
#> [26,] 0.06082829 -0.25632128 3.11099611 1.648435713 1.69847400
#> [27,] 0.47963697 -0.50695994 0.92396093 -1.016583020 -0.47201686
#> [28,] 0.36877585 -0.55171684 -0.82566722 -0.747086744 -0.40200103
#> [29,] 1.07089628 -0.39059199 1.58007149 -0.028430007 0.50820482
#> [30,] 1.25566482 -0.58752236 -0.57051311 -1.046527051 -0.26196936
#> [31,] 0.89844565 -0.74864721 1.21556562 0.899834945 0.08810981
#> [32,] 0.71367712 -0.60542512 -0.02375431 -0.118262099 0.43818899
#> [33,] 0.83685614 -0.45325165 -0.02375431 -0.687198682 0.29815732
#> [34,] 0.93539936 -0.72179307 1.21556562 0.001514024 2.25860068
#> [35,] 0.62745180 -0.48010579 1.03331269 -0.148206130 0.71825232
#> [36,] 0.59049809 -0.47115441 0.15849862 0.300954331 0.01809398
#> [37,] 0.34414005 -0.62332789 1.72587383 -1.196247204 0.71825232
#> [38,] 0.06082829 -0.61437650 0.66880683 -0.447646437 -0.12193769
#> [39,] 0.08546410 -0.74864721 -0.97146956 -1.196247204 -0.12193769
#> [40,] 1.50202286 1.48024658 0.52300448 -1.884959911 1.97853734
#> [41,] 0.68904131 -0.56066822 -0.20600725 -0.986638989 1.20836316
#> [42,] 0.50427278 1.34597587 -0.89856839 -0.208094191 -0.68206436
#> [43,] 1.08321419 -0.39954337 0.81460917 -1.345967358 0.08810981
#> [44,] 0.29486844 1.47129519 -0.27890842 -0.597366590 0.22814148
#> [45,] 0.06082829 -0.50695994 -0.97146956 -0.747086744 0.50820482
#> [46,] 1.48970496 1.52500348 0.26785038 -0.178150160 0.78826816
#> [47,] 1.69910930 1.12219135 -0.31535901 -1.046527051 0.15812565
#> [48,] 1.10784999 -0.58752236 -0.89856839 -1.046527051 0.08810981
#> [49,] 1.35420804 -0.28317542 0.12204803 -0.208094191 0.22814148
#> [50,] 1.15712160 -0.54276546 -0.35180959 -0.627310621 0.57822065
#> [51,] 0.06082829 -0.54276546 -1.19017308 -2.124512156 -0.54203270
#> [52,] 1.02162467 -0.61437650 0.85105976 -0.687198682 -0.40200103
#> [53,] 1.00930677 -0.52486270 0.19494920 -1.645407665 0.78826816
#> [54,] 0.94771726 -0.39059199 1.14266445 -0.717142713 1.06833150
#> [55,] 0.91076355 -0.59647374 -0.42471076 -0.926750928 1.27837900
#> [56,] 0.68904131 -0.54276546 0.34075155 0.300954331 1.13834733
#> [57,] 1.50202286 -0.56961960 -0.24245783 -0.956694959 1.27837900
#> [58,] 0.35645795 -0.32793232 1.14266445 -0.806974805 0.15812565
#> [59,] 0.88612775 -0.81130688 0.48655389 -0.836918836 0.57822065
#> [60,] -0.77678907 -1.24992453 -3.66881295 -2.663504709 -0.82209603
#> [61,] -0.82606067 -1.10670244 -0.31535901 -1.046527051 0.08810981
#> [62,] -0.44420570 -0.87396654 -1.26307425 -0.806974805 0.01809398
#> [63,] 0.82453824 -0.97243173 -1.62758012 -0.447646437 -0.40200103
#> [64,] -0.77678907 -1.07984830 -0.75276604 -0.148206130 -0.89211187
#> [65,] -1.02314711 -0.79340412 0.59590565 -0.148206130 0.29815732
#> [66,] -0.77678907 -1.00823725 0.70525741 -0.417702406 -0.12193769
#> [67,] 0.13473571 -1.18726487 -2.42949302 -1.345967358 -1.52225438
#> [68,] -0.77678907 -1.04404278 -1.62758012 0.031458055 -1.52225438
#> [69,] 0.41804746 -1.24992453 -0.02375431 -0.747086744 0.71825232
#> [70,] -0.97387550 -1.02614002 -2.24724008 -0.806974805 3.58890153
#> [71,] -0.87533228 -0.65018203 -0.57051311 0.271010300 0.22814148
#> [72,] 1.05857838 -0.73969583 1.10621386 1.648435713 -0.96212770
#> [73,] 0.60281600 -0.60542512 -0.46116135 1.348995406 -0.89211187
#> [74,] -0.01307912 -0.59647374 0.85105976 3.145637249 2.74871152
#> [75,] -1.28182306 -1.11565382 -0.24245783 0.450674485 0.08810981
#> [76,] -1.65136013 -0.40849475 -1.62758012 -1.046527051 -0.19195352
#> [77,] 0.03619249 -1.28573006 -2.39304243 -1.046527051 -0.96212770
#> [78,] -1.42963789 0.49559470 -0.49761194 -0.447646437 0.85828399
#> [79,] -0.82606067 -1.20516763 -1.51822836 -1.405855419 2.53866402
#> [80,] -0.37029829 1.37283001 0.12204803 1.049555099 0.08810981
#> [81,] -1.23255145 -1.26782729 -1.33597542 -0.148206130 -0.96212770
#> [82,] -0.34566248 -0.47115441 -0.60696370 -0.208094191 -0.96212770
#> [83,] -1.13400823 -1.07984830 0.52300448 1.348995406 -1.52225438
#> [84,] 0.06082829 1.36387863 -0.16955666 0.899834945 -1.03214354
#> [85,] -1.42963789 -1.29468144 0.77815859 -0.447646437 -0.40200103
#> [86,] -0.40725200 -1.21411901 -0.46116135 -0.447646437 -0.05192185
#> [87,] -1.03546501 -0.65018203 -0.20600725 0.989667037 -0.68206436
#> [88,] -1.66367803 -0.59647374 0.92396093 1.947876020 -0.82209603
#> [89,] -1.67599593 -0.24736990 0.34075155 0.630338669 -1.10215937
#> [90,] -1.13400823 -0.90082069 -0.24245783 1.229219283 -2.08238105
#> [91,] -1.13400823 -0.45325165 -0.16955666 -0.297926283 -1.31220687
#> [92,] -1.23255145 -0.73969583 0.19494920 0.750114792 -0.96212770
#> [93,] -0.38261619 -0.72179307 -0.38826018 0.360842393 -1.38222271
#> [94,] -0.87533228 0.44188642 -0.53406252 -0.447646437 -0.82209603
#> [95,] -1.70063174 -0.31002956 -0.31535901 -0.447646437 -0.12193769
#> [96,] -0.65361004 -0.73074445 -0.60696370 -0.148206130 4.35907571
#> [97,] -1.46659160 -0.19366161 1.36136797 0.600394638 2.39863235
#> [98,] -0.87533228 -0.82920964 -1.40887660 -1.046527051 -1.03214354
#> [99,] -0.77678907 -1.13355658 -0.97146956 -0.297926283 -0.82209603
#> [100,] -0.87533228 0.74623336 -0.57051311 -0.447646437 -0.82209603
#> [101,] -1.13400823 -0.22946714 -2.42949302 -0.597366590 -0.19195352
#> [102,] -0.49347731 -0.89186931 -1.70048129 -0.297926283 -0.82209603
#> [103,] -0.81374277 0.10173395 0.34075155 0.450674485 -0.12193769
#> [104,] -1.45427369 -0.55171684 -1.77338246 0.001514024 -0.96212770
#> [105,] -0.60433843 -0.54276546 -1.40887660 0.300954331 -1.03214354
#> [106,] -0.71519955 0.19124776 -0.35180959 0.750114792 -0.68206436
#> [107,] -0.92460389 -0.54276546 -0.89856839 -0.148206130 -1.38222271
#> [108,] -0.34566248 -0.52486270 -0.31535901 0.899834945 -1.10215937
#> [109,] -0.96155760 -0.93662621 -1.55467894 -0.148206130 -0.54203270
#> [110,] -1.71294964 -0.88291793 1.21556562 0.151234178 -0.40200103
#> [111,] -1.89771818 1.25646206 -1.99208598 0.001514024 0.50820482
#> [112,] -0.59202053 0.08383119 -0.71631546 0.450674485 -0.82209603
#> [113,] -1.52818111 0.30761571 2.01747852 0.151234178 0.22814148
#> [114,] -1.95930769 -1.42895215 0.48655389 0.450674485 -0.82209603
#> [115,] -1.13400823 -0.84711240 0.48655389 0.899834945 -1.10215937
#> [116,] -2.42738798 -0.73969583 -0.60696370 0.600394638 -1.03214354
#> [117,] -1.45427369 -0.77550136 -1.37242601 0.390786423 -0.96212770
#> [118,] -0.71519955 -0.65018203 -0.64341428 0.899834945 0.57822065
#> [119,] -0.28407297 0.97896926 -1.40887660 -1.046527051 -1.38222271
#> [120,] -1.23255145 0.97896926 -1.33597542 -0.148206130 -0.89211187
#> [121,] -1.91003608 0.05697705 0.19494920 0.151234178 -0.26196936
#> [122,] -1.77453915 -0.25632128 3.14744670 2.696476788 1.34839483
#> [123,] -0.71519955 1.87410733 1.32491738 2.097596174 0.15812565
#> [124,] 0.06082829 3.10044648 -0.86211780 0.600394638 -0.96212770
#> [125,] -1.39268418 1.76669076 0.08559744 0.450674485 -1.24219104
#> [126,] -1.14632613 -0.15785609 -0.71631546 0.450674485 -1.03214354
#> [127,] -0.70288165 -0.72179307 -0.27890842 0.600394638 -0.96212770
#> [128,] -1.49122740 -0.18471023 1.50717031 2.696476788 -0.54203270
#> [129,] -0.77678907 -0.63227927 -0.24245783 1.498715559 -0.82209603
#> [130,] -1.18327984 1.75773938 0.04914686 0.750114792 -1.38222271
#> [131,] -0.17321185 -0.88291793 -0.16955666 -0.447646437 1.55844234
#> [132,] -0.14857605 0.58510851 0.12204803 0.151234178 0.29815732
#> [133,] -0.23480136 -0.02358538 0.12204803 1.348995406 -0.12193769
#> [134,] -0.37029829 1.08638583 -0.02375431 0.600394638 0.43818899
#> [135,] -0.60433843 -0.98138311 -0.42471076 -0.597366590 -1.03214354
#> [136,] -0.49347731 0.11068533 -0.60696370 -0.297926283 -0.40200103
#> [137,] -0.92460389 2.13369737 0.63235624 0.450674485 -0.75208020
#> [138,] -0.57970263 2.84085644 0.99686210 1.648435713 -0.26196936
#> [139,] 0.60281600 1.12219135 -0.64341428 0.001514024 -0.82209603
#> [140,] -0.19784766 0.55825437 0.88751034 1.348995406 0.08810981
#> [141,] -0.08698653 0.42398365 1.21556562 0.450674485 -0.26196936
#> [142,] 0.44268327 0.20019914 -0.06020490 0.151234178 -0.75208020
#> [143,] 0.63976970 0.74623336 1.28846679 1.199275252 -0.19195352
#> [144,] 0.76294873 2.33957912 -0.06020490 0.151234178 -0.54203270
#> [145,] -0.92460389 1.38178139 -0.60696370 -0.297926283 0.85828399
#> [146,] 0.19632522 1.10428859 -0.78921663 0.450674485 0.15812565
#> [147,] 1.08321419 2.42014155 -0.49761194 0.151234178 -1.38222271
#> [148,] -0.16089395 2.03523218 0.41365272 0.600394638 -0.96212770
#> [149,] 0.39341166 0.80889302 0.04914686 0.600394638 -0.54203270
#> [150,] 0.09778200 1.39968415 -0.02375431 0.600394638 0.92829983
#> [151,] 0.61513390 0.70147646 0.92396093 1.348995406 1.62845817
#> [152,] -0.25943717 0.29866433 0.41365272 0.750114792 0.85828399
#> [153,] 0.13473571 -0.39059199 1.39781855 1.798155867 1.13834733
#> [154,] 0.28255053 0.86260131 -0.31535901 -0.297926283 -0.12193769
#> [155,] -0.51811312 -0.93662621 -0.97146956 0.151234178 0.22814148
#> [156,] 0.20864312 2.55441226 -0.16955666 0.750114792 -0.47201686
#> [157,] 1.03394258 1.59661452 0.04914686 0.001514024 -0.75208020
#> [158,] -0.67824585 0.62091403 0.99686210 2.247316327 -0.19195352
#> [159,] 1.64983769 -0.58752236 1.21556562 1.648435713 -0.12193769
#> [160,] 0.59049809 -0.59647374 0.99686210 0.899834945 -0.75208020
#> [161,] -0.78910697 1.33702448 0.04914686 0.450674485 -0.82209603
#> [162,] 0.84917404 0.82679579 0.63235624 0.151234178 0.50820482
#> [163,] -0.18552975 0.83574717 0.77815859 0.750114792 0.43818899
#> [164,] -0.05003283 0.99687202 -0.06020490 -0.297926283 0.43818899
#> [165,] 0.96003516 0.37922675 -0.24245783 0.750114792 -0.68206436
#> [166,] 0.89844565 1.81144766 -0.38826018 0.899834945 -0.82209603
#> [167,] 0.55354439 1.22065654 0.85105976 1.049555099 0.78826816
#> [168,] -0.22248346 0.92526097 -0.24245783 0.001514024 -0.82209603
#> [169,] 0.71367712 0.21810190 1.17911504 1.498715559 0.36817315
#> [170,] 0.49195487 2.02628080 1.79877500 1.648435713 0.85828399
#> [171,] -0.98619340 0.62091403 -0.16955666 -0.148206130 -0.26196936
#> [172,] -0.28407297 0.04802567 -0.31535901 0.001514024 -0.96212770
#> [173,] 1.42811545 0.15544223 0.41365272 0.151234178 -0.61204853
#> [174,] 0.87380985 2.96617577 0.30430096 0.300954331 -0.33198519
#> [175,] 0.49195487 1.40863553 0.41365272 1.049555099 0.15812565
#> [176,] 0.33182214 1.73983662 -0.38826018 0.151234178 1.41841067
#> [177,] 0.20864312 0.22705328 0.01269627 0.151234178 1.41841067
#> [178,] 1.39116174 1.57871176 1.36136797 1.498715559 -0.26196936
scale_01(data = wine[, 2:6])
#> Alcohol Malic Ash Alcalinity Magnesium
#> [1,] 0.8421053 0.19169960 0.5721925 0.25773196 0.61956522
#> [2,] 0.5710526 0.20553360 0.4171123 0.03092784 0.32608696
#> [3,] 0.5605263 0.32015810 0.7005348 0.41237113 0.33695652
#> [4,] 0.8789474 0.23913043 0.6096257 0.31958763 0.46739130
#> [5,] 0.5815789 0.36561265 0.8074866 0.53608247 0.52173913
#> [6,] 0.8342105 0.20158103 0.5828877 0.23711340 0.45652174
#> [7,] 0.8842105 0.22332016 0.5828877 0.20618557 0.28260870
#> [8,] 0.7973684 0.27865613 0.6684492 0.36082474 0.55434783
#> [9,] 1.0000000 0.17786561 0.4331551 0.17525773 0.29347826
#> [10,] 0.7447368 0.12055336 0.4866310 0.27835052 0.30434783
#> [11,] 0.8078947 0.28063241 0.5026738 0.38144330 0.38043478
#> [12,] 0.8131579 0.14624506 0.5133690 0.31958763 0.27173913
#> [13,] 0.7157895 0.19565217 0.5614973 0.27835052 0.20652174
#> [14,] 0.9789474 0.19565217 0.5508021 0.04123711 0.22826087
#> [15,] 0.8815789 0.22332016 0.5454545 0.07216495 0.34782609
#> [16,] 0.6842105 0.21146245 0.7165775 0.34020619 0.45652174
#> [17,] 0.8605263 0.23320158 0.7272727 0.48453608 0.54347826
#> [18,] 0.7368421 0.16403162 0.6737968 0.48453608 0.48913043
#> [19,] 0.8315789 0.16798419 0.5989305 0.30412371 0.41304348
#> [20,] 0.6868421 0.46640316 0.6417112 0.23711340 0.50000000
#> [21,] 0.7973684 0.17588933 0.4919786 0.27835052 0.60869565
#> [22,] 0.5000000 0.60474308 0.6898396 0.41237113 0.34782609
#> [23,] 0.7052632 0.22134387 0.5347594 0.30927835 0.33695652
#> [24,] 0.4789474 0.16996047 0.6203209 0.37113402 0.27173913
#> [25,] 0.6500000 0.21146245 0.6684492 0.48453608 0.28260870
#> [26,] 0.5315789 0.25889328 0.9946524 0.74226804 0.58695652
#> [27,] 0.6210526 0.20355731 0.6737968 0.28350515 0.25000000
#> [28,] 0.5973684 0.19367589 0.4171123 0.32989691 0.26086957
#> [29,] 0.7473684 0.22924901 0.7700535 0.45360825 0.40217391
#> [30,] 0.7868421 0.18577075 0.4545455 0.27835052 0.28260870
#> [31,] 0.7105263 0.15019763 0.7165775 0.61340206 0.33695652
#> [32,] 0.6710526 0.18181818 0.5347594 0.43814433 0.39130435
#> [33,] 0.6973684 0.21541502 0.5347594 0.34020619 0.36956522
#> [34,] 0.7184211 0.15612648 0.7165775 0.45876289 0.67391304
#> [35,] 0.6526316 0.20948617 0.6898396 0.43298969 0.43478261
#> [36,] 0.6447368 0.21146245 0.5614973 0.51030928 0.32608696
#> [37,] 0.5921053 0.17786561 0.7914439 0.25257732 0.43478261
#> [38,] 0.5315789 0.17984190 0.6363636 0.38144330 0.30434783
#> [39,] 0.5368421 0.15019763 0.3957219 0.25257732 0.30434783
#> [40,] 0.8394737 0.64229249 0.6149733 0.13402062 0.63043478
#> [41,] 0.6657895 0.19169960 0.5080214 0.28865979 0.51086957
#> [42,] 0.6263158 0.61264822 0.4064171 0.42268041 0.21739130
#> [43,] 0.7500000 0.22727273 0.6577540 0.22680412 0.33695652
#> [44,] 0.5815789 0.64031621 0.4973262 0.35567010 0.35869565
#> [45,] 0.5315789 0.20355731 0.3957219 0.32989691 0.40217391
#> [46,] 0.8368421 0.65217391 0.5775401 0.42783505 0.44565217
#> [47,] 0.8815789 0.56324111 0.4919786 0.27835052 0.34782609
#> [48,] 0.7552632 0.18577075 0.4064171 0.27835052 0.33695652
#> [49,] 0.8078947 0.25296443 0.5561497 0.42268041 0.35869565
#> [50,] 0.7657895 0.19565217 0.4866310 0.35051546 0.41304348
#> [51,] 0.5315789 0.19565217 0.3636364 0.09278351 0.23913043
#> [52,] 0.7368421 0.17984190 0.6631016 0.34020619 0.26086957
#> [53,] 0.7342105 0.19960474 0.5668449 0.17525773 0.44565217
#> [54,] 0.7210526 0.22924901 0.7058824 0.33505155 0.48913043
#> [55,] 0.7131579 0.18379447 0.4759358 0.29896907 0.52173913
#> [56,] 0.6657895 0.19565217 0.5882353 0.51030928 0.50000000
#> [57,] 0.8394737 0.18972332 0.5026738 0.29381443 0.52173913
#> [58,] 0.5947368 0.24308300 0.7058824 0.31958763 0.34782609
#> [59,] 0.7078947 0.13636364 0.6096257 0.31443299 0.41304348
#> [60,] 0.3526316 0.03952569 0.0000000 0.00000000 0.19565217
#> [61,] 0.3421053 0.07114625 0.4919786 0.27835052 0.33695652
#> [62,] 0.4236842 0.12252964 0.3529412 0.31958763 0.32608696
#> [63,] 0.6947368 0.10079051 0.2994652 0.38144330 0.26086957
#> [64,] 0.3526316 0.07707510 0.4278075 0.43298969 0.18478261
#> [65,] 0.3000000 0.14031621 0.6256684 0.43298969 0.36956522
#> [66,] 0.3526316 0.09288538 0.6417112 0.38659794 0.30434783
#> [67,] 0.5473684 0.05335968 0.1818182 0.22680412 0.08695652
#> [68,] 0.3526316 0.08498024 0.2994652 0.46391753 0.08695652
#> [69,] 0.6078947 0.03952569 0.5347594 0.32989691 0.43478261
#> [70,] 0.3105263 0.08893281 0.2085561 0.31958763 0.88043478
#> [71,] 0.3315789 0.17193676 0.4545455 0.50515464 0.35869565
#> [72,] 0.7447368 0.15217391 0.7005348 0.74226804 0.17391304
#> [73,] 0.6473684 0.18181818 0.4705882 0.69072165 0.18478261
#> [74,] 0.5157895 0.18379447 0.6631016 1.00000000 0.75000000
#> [75,] 0.2447368 0.06916996 0.5026738 0.53608247 0.33695652
#> [76,] 0.1657895 0.22529644 0.2994652 0.27835052 0.29347826
#> [77,] 0.5263158 0.03162055 0.1871658 0.27835052 0.17391304
#> [78,] 0.2131579 0.42490119 0.4652406 0.38144330 0.45652174
#> [79,] 0.3421053 0.04940711 0.3155080 0.21649485 0.71739130
#> [80,] 0.4394737 0.61857708 0.5561497 0.63917526 0.33695652
#> [81,] 0.2552632 0.03557312 0.3422460 0.43298969 0.17391304
#> [82,] 0.4447368 0.21146245 0.4491979 0.42268041 0.17391304
#> [83,] 0.2763158 0.07707510 0.6149733 0.69072165 0.08695652
#> [84,] 0.5315789 0.61660079 0.5133690 0.61340206 0.16304348
#> [85,] 0.2131579 0.02964427 0.6524064 0.38144330 0.26086957
#> [86,] 0.4315789 0.04743083 0.4705882 0.38144330 0.31521739
#> [87,] 0.2973684 0.17193676 0.5080214 0.62886598 0.21739130
#> [88,] 0.1631579 0.18379447 0.6737968 0.79381443 0.19565217
#> [89,] 0.1605263 0.26086957 0.5882353 0.56701031 0.15217391
#> [90,] 0.2763158 0.11660079 0.5026738 0.67010309 0.00000000
#> [91,] 0.2763158 0.21541502 0.5133690 0.40721649 0.11956522
#> [92,] 0.2552632 0.15217391 0.5668449 0.58762887 0.17391304
#> [93,] 0.4368421 0.15612648 0.4812834 0.52061856 0.10869565
#> [94,] 0.3315789 0.41304348 0.4598930 0.38144330 0.19565217
#> [95,] 0.1552632 0.24703557 0.4919786 0.38144330 0.30434783
#> [96,] 0.3789474 0.15415020 0.4491979 0.43298969 1.00000000
#> [97,] 0.2052632 0.27272727 0.7379679 0.56185567 0.69565217
#> [98,] 0.3315789 0.13241107 0.3315508 0.27835052 0.16304348
#> [99,] 0.3526316 0.06521739 0.3957219 0.40721649 0.19565217
#> [100,] 0.3315789 0.48023715 0.4545455 0.38144330 0.19565217
#> [101,] 0.2763158 0.26482213 0.1818182 0.35567010 0.29347826
#> [102,] 0.4131579 0.11857708 0.2887701 0.40721649 0.19565217
#> [103,] 0.3447368 0.33794466 0.5882353 0.53608247 0.30434783
#> [104,] 0.2078947 0.19367589 0.2780749 0.45876289 0.17391304
#> [105,] 0.3894737 0.19565217 0.3315508 0.51030928 0.16304348
#> [106,] 0.3657895 0.35770751 0.4866310 0.58762887 0.21739130
#> [107,] 0.3210526 0.19565217 0.4064171 0.43298969 0.10869565
#> [108,] 0.4447368 0.19960474 0.4919786 0.61340206 0.15217391
#> [109,] 0.3131579 0.10869565 0.3101604 0.43298969 0.23913043
#> [110,] 0.1526316 0.12055336 0.7165775 0.48453608 0.26086957
#> [111,] 0.1131579 0.59288538 0.2459893 0.45876289 0.40217391
#> [112,] 0.3921053 0.33399209 0.4331551 0.53608247 0.19565217
#> [113,] 0.1921053 0.38339921 0.8342246 0.48453608 0.35869565
#> [114,] 0.1000000 0.00000000 0.6096257 0.53608247 0.19565217
#> [115,] 0.2763158 0.12845850 0.6096257 0.61340206 0.15217391
#> [116,] 0.0000000 0.15217391 0.4491979 0.56185567 0.16304348
#> [117,] 0.2078947 0.14426877 0.3368984 0.52577320 0.17391304
#> [118,] 0.3657895 0.17193676 0.4438503 0.61340206 0.41304348
#> [119,] 0.4578947 0.53162055 0.3315508 0.27835052 0.10869565
#> [120,] 0.2552632 0.53162055 0.3422460 0.43298969 0.18478261
#> [121,] 0.1105263 0.32806324 0.5668449 0.48453608 0.28260870
#> [122,] 0.1394737 0.25889328 1.0000000 0.92268041 0.53260870
#> [123,] 0.3657895 0.72924901 0.7326203 0.81958763 0.34782609
#> [124,] 0.5315789 1.00000000 0.4117647 0.56185567 0.17391304
#> [125,] 0.2210526 0.70553360 0.5508021 0.53608247 0.13043478
#> [126,] 0.2736842 0.28063241 0.4331551 0.53608247 0.16304348
#> [127,] 0.3684211 0.15612648 0.4973262 0.56185567 0.17391304
#> [128,] 0.2000000 0.27470356 0.7593583 0.92268041 0.23913043
#> [129,] 0.3526316 0.17588933 0.5026738 0.71649485 0.19565217
#> [130,] 0.2657895 0.70355731 0.5454545 0.58762887 0.10869565
#> [131,] 0.4815789 0.12055336 0.5133690 0.38144330 0.56521739
#> [132,] 0.4868421 0.44466403 0.5561497 0.48453608 0.36956522
#> [133,] 0.4684211 0.31027668 0.5561497 0.69072165 0.30434783
#> [134,] 0.4394737 0.55533597 0.5347594 0.56185567 0.39130435
#> [135,] 0.3894737 0.09881423 0.4759358 0.35567010 0.16304348
#> [136,] 0.4131579 0.33992095 0.4491979 0.40721649 0.26086957
#> [137,] 0.3210526 0.78656126 0.6310160 0.53608247 0.20652174
#> [138,] 0.3947368 0.94268775 0.6844920 0.74226804 0.28260870
#> [139,] 0.6473684 0.56324111 0.4438503 0.45876289 0.19565217
#> [140,] 0.4763158 0.43873518 0.6684492 0.69072165 0.33695652
#> [141,] 0.5000000 0.40909091 0.7165775 0.53608247 0.28260870
#> [142,] 0.6131579 0.35968379 0.5294118 0.48453608 0.20652174
#> [143,] 0.6552632 0.48023715 0.7272727 0.66494845 0.29347826
#> [144,] 0.6815789 0.83201581 0.5294118 0.48453608 0.23913043
#> [145,] 0.3210526 0.62055336 0.4491979 0.40721649 0.45652174
#> [146,] 0.5605263 0.55928854 0.4224599 0.53608247 0.34782609
#> [147,] 0.7500000 0.84980237 0.4652406 0.48453608 0.10869565
#> [148,] 0.4842105 0.76482213 0.5989305 0.56185567 0.17391304
#> [149,] 0.6026316 0.49407115 0.5454545 0.56185567 0.23913043
#> [150,] 0.5394737 0.62450593 0.5347594 0.56185567 0.46739130
#> [151,] 0.6500000 0.47035573 0.6737968 0.69072165 0.57608696
#> [152,] 0.4631579 0.38142292 0.5989305 0.58762887 0.45652174
#> [153,] 0.5473684 0.22924901 0.7433155 0.76804124 0.50000000
#> [154,] 0.5789474 0.50592885 0.4919786 0.40721649 0.30434783
#> [155,] 0.4078947 0.10869565 0.3957219 0.48453608 0.35869565
#> [156,] 0.5631579 0.87944664 0.5133690 0.58762887 0.25000000
#> [157,] 0.7394737 0.66798419 0.5454545 0.45876289 0.20652174
#> [158,] 0.3736842 0.45256917 0.6844920 0.84536082 0.29347826
#> [159,] 0.8710526 0.18577075 0.7165775 0.74226804 0.30434783
#> [160,] 0.6447368 0.18379447 0.6844920 0.61340206 0.20652174
#> [161,] 0.3500000 0.61067194 0.5454545 0.53608247 0.19565217
#> [162,] 0.7000000 0.49802372 0.6310160 0.48453608 0.40217391
#> [163,] 0.4789474 0.50000000 0.6524064 0.58762887 0.39130435
#> [164,] 0.5078947 0.53557312 0.5294118 0.40721649 0.39130435
#> [165,] 0.7236842 0.39920949 0.5026738 0.58762887 0.21739130
#> [166,] 0.7105263 0.71541502 0.4812834 0.61340206 0.19565217
#> [167,] 0.6368421 0.58498024 0.6631016 0.63917526 0.44565217
#> [168,] 0.4710526 0.51976285 0.5026738 0.45876289 0.19565217
#> [169,] 0.6710526 0.36363636 0.7112299 0.71649485 0.38043478
#> [170,] 0.6236842 0.76284585 0.8021390 0.74226804 0.45652174
#> [171,] 0.3078947 0.45256917 0.5133690 0.43298969 0.28260870
#> [172,] 0.4578947 0.32608696 0.4919786 0.45876289 0.17391304
#> [173,] 0.8236842 0.34980237 0.5989305 0.48453608 0.22826087
#> [174,] 0.7052632 0.97035573 0.5828877 0.51030928 0.27173913
#> [175,] 0.6236842 0.62648221 0.5989305 0.63917526 0.34782609
#> [176,] 0.5894737 0.69960474 0.4812834 0.48453608 0.54347826
#> [177,] 0.5631579 0.36561265 0.5401070 0.48453608 0.54347826
#> [178,] 0.8157895 0.66403162 0.7379679 0.71649485 0.28260870