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More testing
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‎outputCluster_Lloyds

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Algorithm: Lloyds
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CLUSTER-1 {size: 2307
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[ 50.157664 20.364515 7.380325 6.701801 8.389987 7.916996 8.783048 21.272288 63.957400 48.906895 37.092666 25.200264 11.528766 5.256039 4.899429 18.833992 18.195872 27.995169 44.065876 46.876153 27.075538 9.176548 4.567852 7.265700 13.864734 13.344752 17.322354 21.806324 19.099253 10.139657 5.826965 8.168204 92.005709 27.627580 8.751427 9.103206 12.628019 13.736056 14.201581 37.134827 112.387352 58.543698 26.577075 16.140975 7.801932 5.850681 8.283267 41.683355 17.356170 21.656126 37.882301 53.295125 49.856390 33.363636 15.079491 7.973650 16.393500 12.265700 18.078612 33.505490 45.868248 36.331577 20.061045 12.537110 84.077734 18.825648 8.364515 8.972771 14.008344 16.960913 18.533158 48.244620 103.811594 17.949934 3.686430 2.808081 6.294686 38.657883 85.164251 96.814229 12.409310 3.847167 3.971454 10.838384 38.614405 106.144488 105.150198 30.434343 21.492754 8.896355 6.173474 11.913483 33.507686 66.431269 60.201581 27.855512 23.476504 9.076416 6.671937 7.618357 12.848046 15.173474 16.313131 22.210365 26.541941 7.425560 5.611770 6.891963 13.424682 45.752745 82.169521 53.273166 18.720246 9.502415 6.313131 5.661836 12.762407 61.993412 81.566974 29.555556 24.884936 11.294686 5.697409 4.466842 7.846289 21.320158 30.068072 22.438735 ]
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}
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CLUSTER-2 {size: 2792
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[ 23.498937 22.267541 19.778526 15.782069 11.148122 6.378809 5.989015 10.126506 24.396173 51.334515 84.353296 40.653792 11.381644 6.141389 6.353650 9.269313 23.318923 36.856485 81.301914 49.057052 11.408930 5.193125 6.795889 12.597803 22.942240 22.732105 30.504961 20.807583 8.889086 4.831680 5.715450 12.482636 87.321049 44.635365 20.850106 15.377746 11.278172 7.493976 8.552799 29.380581 98.233877 90.295889 93.108434 35.567328 5.478030 2.617293 3.709426 27.238129 13.266478 34.832034 103.066974 92.407867 40.462438 12.822466 4.663714 5.330971 20.079731 23.831680 50.351878 56.944366 37.327427 14.597803 7.291991 10.401134 91.152729 24.437633 13.906804 14.873494 11.835932 8.643515 9.989369 41.074415 111.565911 26.923104 8.695252 5.954642 7.389440 17.220411 32.747342 84.044295 17.361446 6.417434 12.746279 28.813962 52.012757 60.737420 46.095322 26.075833 16.118356 9.840893 15.072644 29.900780 45.936570 38.821049 21.283487 15.465982 42.685330 14.290928 9.734231 10.519135 9.756201 6.527994 8.121899 23.463855 65.784196 14.156627 6.150248 7.621545 11.717576 22.522325 39.913891 61.206945 19.330617 6.242381 5.033664 9.607725 26.711906 48.246279 46.800142 30.895110 13.735648 6.597803 5.551382 9.830617 17.908930 20.720765 18.093905 15.530475 ]
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}
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CLUSTER-3 {size: 1154
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[ 29.420103 18.848797 8.280928 2.811856 3.774914 22.049828 37.897766 22.690722 20.796392 17.543814 9.989691 5.078179 8.814433 64.331615 91.566151 26.457045 28.099656 8.725945 6.409794 7.715636 14.819588 49.761168 94.128866 54.269759 27.326460 9.092784 6.929553 8.609966 13.293814 15.365120 17.182131 26.110825 24.013746 11.087629 4.620275 4.170103 14.511168 76.261168 85.162371 28.111684 11.985395 3.859107 2.056701 3.342784 16.940722 106.377148 115.969072 27.098797 108.329038 12.964777 1.553265 1.585911 4.498282 37.786942 90.642612 99.506873 94.286942 16.161512 6.871134 9.354811 17.188144 20.459622 17.486254 54.578179 11.552405 7.500859 8.656357 11.573883 23.094502 43.750859 31.475086 11.865979 15.731100 11.054124 11.901203 16.035223 25.041237 33.279210 19.622852 9.460481 117.987973 35.005155 6.339347 4.222509 5.038660 7.013746 8.756873 46.412371 102.623711 21.237113 5.080756 7.180412 16.597079 21.627148 15.014605 42.384021 7.214777 7.547251 8.719931 10.271478 13.708763 10.604811 5.550687 5.408076 16.232818 16.385739 15.389175 16.323024 17.359107 8.503436 4.787801 6.914948 89.138316 36.095361 10.246564 6.565292 7.387457 6.384021 6.420103 23.697595 68.560997 18.297251 2.961340 3.390034 10.221649 12.799828 11.724227 25.125430 ]
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}
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CLUSTER-4 {size: 1880
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[ 27.411828 12.746237 8.134946 7.059677 13.097849 24.445161 26.675806 25.170430 24.313441 10.953226 8.559677 9.160753 22.108602 66.636022 73.563441 39.009677 37.261290 9.011290 6.667204 9.261290 16.868280 44.556452 70.897849 63.241935 27.654301 11.523118 8.067204 11.339785 17.675806 17.893548 18.767742 25.465054 26.668817 13.111290 9.313978 18.612903 44.981720 54.287634 35.646774 24.209140 15.488710 5.230108 5.766667 16.710215 55.739785 93.779570 79.790323 30.861290 96.015591 18.862903 4.910753 3.974194 9.543548 32.437634 63.056989 92.151613 77.671505 22.301075 10.198925 12.616129 20.748387 20.369892 22.260215 49.119355 24.239247 18.505376 26.738172 43.553763 48.872581 27.645699 14.079032 14.991398 15.605914 27.503763 61.237097 74.362366 59.865054 27.048925 8.654301 6.445699 97.716667 73.718817 49.402688 24.175806 10.073656 5.747312 6.637634 30.827957 80.808602 36.388172 14.731720 14.306989 19.036559 15.464516 14.700000 33.056452 23.346237 19.860753 22.791935 22.492473 17.063441 9.644624 8.463978 13.370430 22.825269 36.216667 63.047849 57.241935 27.580645 10.293548 8.140323 11.987097 38.952151 55.687634 60.637634 39.434409 17.286559 8.650538 6.793548 11.928495 32.814516 23.184946 13.955376 14.215591 15.960215 11.273118 8.802688 14.510753 ]
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}
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CLUSTER-5 {size: 957
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[ 7.627859 6.495842 4.716216 6.671518 10.308732 11.630977 10.221414 9.798337 27.440748 8.504158 5.116424 7.212058 14.917879 18.395010 19.641372 27.127859 110.620582 19.974012 6.858628 7.893971 5.828482 5.918919 12.301455 67.214137 59.062370 17.167360 11.183992 16.886694 11.956341 4.269231 3.038462 23.319127 7.902287 9.537422 22.291060 25.355509 18.030146 17.036383 13.384615 8.685031 19.036383 9.195426 17.610187 16.247401 17.786902 22.992723 19.455301 19.634096 127.637214 25.271310 6.522869 4.674636 3.647609 5.032225 9.970894 79.756757 107.643451 21.852391 9.325364 19.100832 15.116424 7.297297 7.214137 41.228690 11.119543 30.185031 97.955301 61.585239 13.306653 5.412682 4.079002 5.550936 6.708940 39.410603 125.621622 71.532225 8.998960 4.621622 2.962578 3.228690 105.885655 99.962578 108.682952 23.452183 2.308732 1.872141 2.446985 21.546778 98.942827 45.249480 14.900208 13.333680 11.515593 8.764033 10.850312 28.879418 17.755717 28.372141 56.102911 22.376299 3.878378 3.241164 7.625780 13.462578 13.202703 35.899168 105.128898 37.983368 5.955301 7.247401 11.435551 13.829522 14.099792 49.681913 97.291060 30.680873 10.920998 10.655925 9.901247 8.341996 19.676715 21.978170 18.350312 11.066528 9.915800 9.093555 8.715177 9.913721 ]
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}
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CLUSTER-6 {size: 910
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[ 19.077596 7.375956 5.634973 16.421858 26.064481 16.009836 13.573770 18.057923 19.780328 5.347541 4.509290 14.313661 39.289617 38.381421 32.634973 33.602186 51.160656 12.520219 8.713661 14.085246 18.089617 18.532240 24.545355 49.104918 36.901639 13.771585 12.555191 17.748634 15.555191 7.779235 7.535519 22.431694 30.266667 11.696175 15.625137 41.547541 46.059016 20.678689 13.669945 22.865574 20.036066 6.324590 13.340984 48.227322 62.319126 35.353005 21.738798 24.241530 92.932240 30.878689 14.265574 13.146448 11.804372 9.724590 16.204372 62.946448 71.932240 32.923497 26.690710 32.252459 19.410929 8.860109 9.097268 31.902732 48.514754 24.144262 29.103825 51.753005 32.948634 10.393443 9.634973 27.998907 26.925683 30.100546 81.569399 104.454645 47.591257 8.232787 4.157377 11.334426 87.131148 82.396721 82.253552 47.873224 8.245902 2.008743 2.613115 25.281967 74.827322 55.565027 41.996721 35.478689 17.778142 7.135519 6.358470 21.709290 47.434973 22.479781 20.302732 21.791257 10.464481 4.436066 5.923497 22.511475 51.485246 41.826230 71.227322 65.432787 14.885246 3.956284 6.677596 26.503825 39.017486 63.901639 89.947541 57.627322 11.525683 4.315847 5.218579 12.750820 28.230601 30.130055 31.769399 27.909290 15.749727 6.604372 5.160656 10.178142 ]
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}
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clustering_time: 0.875457 seconds
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Silhouette: [ s1 = 0.099794 ,s2 = 0.099392 ,s3 = 0.129309 ,s4 = 0.048826 ,s5 = 0.165532 ,s6 = 0.023002 ,stotal = 0.092809 ]
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‎outputCluster_Lloyds_BIG

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Algorithm: Lloyds
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CLUSTER-1 {size: 148056
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[ 8.704127 4.431299 5.743613 13.837422 19.852125 13.232188 14.530410 12.318796 25.006252 6.198357 5.782698 12.185399 22.965259 19.869841 25.503170 31.004853 91.031883 17.479392 7.957087 8.434367 7.575489 6.382691 14.825434 59.059259 58.060969 16.392710 11.485515 13.242683 10.897339 3.878632 4.010603 24.517750 12.520567 8.566651 19.268952 36.047719 32.050889 17.037551 15.474674 12.680193 22.363325 8.082378 17.961614 33.925244 33.473351 22.034863 23.010100 24.538915 119.133634 29.855362 10.486845 7.275394 5.476507 4.821796 12.058838 73.179256 97.599966 27.093117 16.061444 19.525638 15.723622 6.352057 6.503014 39.992941 21.098704 26.254039 68.737714 54.086981 20.238155 6.482080 5.372780 10.911058 14.838080 38.176385 112.641922 80.999043 19.524403 4.729093 3.475801 5.479745 101.295466 92.184944 98.942642 31.720262 3.751670 1.449206 2.247115 23.898154 93.131652 48.585345 24.095547 19.226697 13.916501 6.537809 7.012693 28.978292 26.145493 26.023561 43.417119 20.769604 5.878211 3.589696 7.396687 14.597998 28.333064 40.882541 90.567207 43.281645 7.558777 6.078978 11.885739 17.390592 26.554120 53.209707 91.246769 40.664737 10.117832 7.878944 10.961641 11.238182 28.233512 24.697061 23.009700 17.338888 11.249973 6.941359 7.700923 12.314933 ]
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}
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CLUSTER-2 {size: 138620
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[ 69.458909 17.935971 3.441852 3.637756 7.984984 8.745873 9.304533 23.104295 85.190812 41.899975 15.679442 10.895626 10.137247 6.610926 6.129999 21.663409 18.464722 24.388605 24.525628 27.221838 30.549436 11.869150 5.047369 6.091623 10.096874 11.510605 12.694955 14.764177 22.800036 13.173474 5.562187 5.211366 102.511464 21.441239 4.907295 6.043540 13.113627 14.473268 13.729667 40.389074 118.322433 45.585323 11.347481 7.417720 7.535466 7.150914 9.797562 45.424918 19.146529 19.231806 20.616862 27.629555 44.621874 41.893917 18.856464 8.556547 14.161026 10.380239 11.433335 17.103624 39.126515 46.028697 24.705305 10.919693 88.825005 14.987761 5.646655 6.719267 13.957477 15.956951 19.683012 56.259356 103.710923 12.889633 2.063323 1.764422 5.237770 35.960694 91.903819 103.286026 13.049836 4.020043 2.827969 5.041015 27.268609 107.471790 111.086690 29.587552 21.793841 8.416559 4.212809 5.587112 23.000216 73.737579 70.018211 26.049194 24.651019 8.079954 5.635852 6.253507 11.136620 14.007681 18.339865 24.911637 26.674191 8.111579 7.108658 5.760997 9.951924 40.170026 86.910331 55.694674 19.458029 12.091601 9.268804 5.002777 9.706458 58.240056 85.888947 28.354491 23.907627 11.939591 6.869042 3.507685 6.391122 22.816862 33.980780 20.968007 ]
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}
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CLUSTER-3 {size: 147938
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[ 27.890231 14.161930 8.327932 3.817733 6.559525 22.959543 36.457753 24.350448 23.265346 14.486182 11.500382 6.198010 11.206757 61.949490 86.002537 32.404354 31.249048 9.612654 8.433364 7.041343 12.707897 47.574084 86.033435 55.614690 29.246504 10.222879 6.694590 7.545995 14.377482 16.943502 19.006129 25.175515 23.090974 9.059786 4.727842 5.839579 21.471900 67.401865 71.651318 28.211845 13.788548 4.067640 2.955281 4.654816 24.306351 102.291169 110.311892 30.809696 104.351740 13.520753 2.094039 1.709501 5.260989 36.449946 87.718336 98.813092 90.365149 17.996029 6.800624 8.589469 17.957791 18.876417 20.616693 53.507621 14.236850 10.563598 12.243121 16.473612 34.576033 41.381433 24.546353 11.115364 19.283463 18.828017 20.667095 24.424312 38.707870 38.577440 19.491405 8.930269 116.694935 43.616896 11.514197 6.362964 6.802376 7.016771 10.079893 45.162505 99.745283 22.849659 5.635988 7.486899 16.468253 17.067816 15.558551 41.591647 10.155875 11.440292 12.999256 13.528797 20.485911 12.810021 5.919526 5.469288 19.083262 24.150090 24.245800 23.800299 27.456272 11.927597 5.773224 6.703013 82.083025 38.850762 15.993356 9.786958 9.511302 7.084615 6.868542 22.525516 67.234597 17.320923 3.814479 4.183626 9.657664 10.143819 10.339433 24.644817 ]
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}
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CLUSTER-4 {size: 189830
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[ 25.228966 10.677771 6.901539 8.346181 16.191289 23.233701 24.712238 23.305452 20.640755 8.751430 7.251548 9.714488 28.871493 64.148022 67.898943 35.249283 38.853216 9.229967 6.319586 8.815314 17.957666 39.487662 62.941450 58.621565 30.958621 11.308389 8.017213 10.728627 15.308242 14.248617 16.164793 25.161872 28.250358 11.139982 9.422614 21.343438 47.527694 48.372230 32.785221 25.102856 15.422525 4.997268 6.819698 23.299043 62.482864 85.835233 70.282224 28.857831 95.161086 20.979861 6.528271 5.607311 10.219106 27.354320 55.265992 85.641815 77.663863 22.813263 12.404526 14.401253 18.296463 15.344466 17.905210 45.070728 29.930316 19.622153 28.037855 45.567112 46.637981 21.591079 11.395726 16.306249 16.273654 28.319192 70.817810 84.471850 60.138760 21.782646 7.370673 6.833743 93.465546 76.665997 62.099798 29.649986 9.510313 4.520231 5.924930 28.844437 78.951965 38.942761 20.447862 17.314803 16.706002 11.559507 11.541864 30.625058 27.705934 21.191137 23.842816 22.475259 14.737024 7.183438 6.728349 13.551074 25.460370 37.292917 68.648344 59.512789 24.110817 8.116832 7.215057 11.821214 35.343165 55.538393 69.105520 42.464670 16.569236 7.635715 6.393318 10.815807 30.454627 23.954498 19.261272 16.508551 13.971354 8.751756 7.409545 13.348583 ]
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}
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CLUSTER-5 {size: 144224
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[ 24.077893 24.412088 21.096057 14.100925 9.205833 5.969099 6.392312 9.638029 23.107860 53.660176 90.221799 34.358846 8.372364 6.281990 8.701339 9.328740 24.332315 36.149265 90.338572 42.205508 7.118965 4.827073 9.274931 14.306959 23.844941 23.072963 41.412240 21.332017 5.938958 3.313873 6.028986 12.886138 90.623335 51.913506 22.672712 16.393287 11.136604 5.500221 5.741575 23.818914 100.903742 97.486918 100.797894 31.172173 4.080009 1.575480 2.260368 23.093139 14.057149 36.218314 112.697529 88.408403 23.626972 5.433115 3.461430 5.590726 20.847340 24.683471 68.144992 61.008560 22.278263 6.521034 5.206241 10.748662 98.851931 26.227967 14.047669 16.535472 12.748544 5.508235 5.887472 37.643498 119.983868 30.373069 10.215707 7.527534 6.448964 5.794174 12.063538 76.300100 21.776459 7.631564 17.215182 37.106111 41.156207 26.308992 23.411065 25.689943 12.932057 8.306323 18.749589 39.443197 37.589426 18.526524 15.116690 13.330627 57.851025 14.847879 10.097980 11.428987 9.071421 3.484069 3.738733 24.702922 92.767235 16.261212 7.181770 8.080423 8.266066 7.002524 14.380765 63.209166 24.194797 5.670002 5.090394 12.708212 27.526835 23.852125 26.150157 31.617873 8.797790 4.214850 5.402504 14.261834 22.815374 14.968124 14.462378 12.533287 ]
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}
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CLUSTER-6 {size: 231332
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[ 29.501171 23.432688 15.789427 13.162968 11.534287 7.780025 6.774711 12.301056 32.641997 57.462032 69.356085 38.160551 14.190597 6.562652 5.347640 9.426738 21.584236 35.682522 71.733861 58.144714 19.646258 6.689819 5.946492 9.701633 23.164133 20.760698 25.159975 23.053279 13.347800 6.511993 5.970054 11.159343 83.511266 38.621271 16.468186 13.971176 13.511387 10.237254 10.480017 29.025325 99.470048 84.069133 64.871928 29.618742 8.665230 4.488565 5.914662 29.951021 15.405479 30.914900 77.606893 87.745709 57.590762 22.648324 8.063780 6.824911 24.205780 19.319847 30.214259 49.008622 47.405401 21.876674 11.280140 14.044068 81.316534 21.092033 10.988502 12.181814 14.434918 12.787209 15.290693 45.538878 100.708865 21.515163 6.424027 5.234509 9.271777 28.053686 59.453851 93.928386 14.701568 5.216649 7.199340 21.805086 59.542346 92.181065 78.154921 31.027724 23.263580 9.871772 8.778405 19.697653 47.219486 53.524201 35.550917 23.846187 28.940901 10.400508 7.325671 9.207681 12.337572 11.597431 13.810421 24.708354 35.341738 8.109983 5.310402 7.438811 15.259847 35.885236 64.912878 61.233777 17.654625 7.345198 5.815730 7.739460 23.562865 64.042613 71.307877 33.027014 21.686597 9.102340 5.923834 6.899068 13.772975 23.528870 25.348346 21.853779 ]
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}
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clustering_time: 130.402824 seconds

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