1######################################################## 2## Number of clusters: 4 3######################################################## 4## Cluster: Cluster1 5######################################################## 6## Size: 300 7## Density correction factor: 1.0 8## Generators: 9## Normal Distribution (mean=0.3, stddev=0.09) 10## Normal Distribution (mean=0.3, stddev=0.09) 11## Discards: 1 Retries left: 1000 12## Density correction factor estimation: 0.9649431230610135 13######################################################## 140.3002971816318758 0.45891230106663683 Cluster1 150.30857652005712727 0.20837419269112728 Cluster1 160.3252303163104924 0.18831724321912846 Cluster1 170.13561743776977253 0.4474969482442377 Cluster1 180.24397163736502647 0.2665813869039459 Cluster1 190.2472542178493782 0.30956380007691775 Cluster1 200.31177889036988166 0.3822349197048113 Cluster1 210.3533840221299413 0.3016832805439993 Cluster1 220.3196574415500218 0.3054821838611822 Cluster1 230.2561504007920927 0.15390153808145046 Cluster1 240.15623398266994865 0.309822710611511 Cluster1 250.16790275292606888 0.26196151540878343 Cluster1 260.25217275990623306 0.288685299942124 Cluster1 270.22937272493491717 0.27678361796500495 Cluster1 280.3641297884245428 0.2055386949284139 Cluster1 290.3475739022747435 0.37590760280041324 Cluster1 300.2876722941101837 0.2213279997316095 Cluster1 310.2507918489463053 0.3193066859029133 Cluster1 320.20663137614054536 0.327624087414002 Cluster1 330.38817810577502554 0.2667924078036091 Cluster1 340.35495217649010924 0.2971196748894521 Cluster1 350.3664107643414495 0.3079747560765354 Cluster1 360.15997245852550127 0.32593111540736436 Cluster1 370.3292673770559435 0.2841513106128153 Cluster1 380.31000462567862824 0.28271944125473325 Cluster1 390.2089514750834052 0.29657556327283713 Cluster1 400.24590712183781271 0.43630803979791943 Cluster1 410.4056510548493619 0.3927104995523073 Cluster1 420.31445957538299496 0.4348537591735827 Cluster1 430.21459884664400242 0.3858545255549781 Cluster1 440.44910137703067887 0.05754258706588469 Cluster1 450.27859965061790615 0.40482766102852336 Cluster1 460.2589007594467741 0.4284757113389388 Cluster1 470.34548315635220217 0.345657358072805 Cluster1 480.30017545482724844 0.2537348692653116 Cluster1 490.12326722594566891 0.25929241012389054 Cluster1 500.23450827801635565 0.34305593674581586 Cluster1 510.2774118627095423 0.13970646726410002 Cluster1 520.24534945225594004 0.30528188930114325 Cluster1 530.4298169069271692 0.2820033365347807 Cluster1 540.2817001238500633 0.17976203720552597 Cluster1 550.05867339418133394 0.4228228705410584 Cluster1 560.2735079796898656 0.2844148496399978 Cluster1 570.409049482091639 0.1905110468996817 Cluster1 580.3660888097890747 0.20283785380132408 Cluster1 590.2706089941356628 0.2784088990912945 Cluster1 600.4344349082621919 0.08981181150250542 Cluster1 610.3318599276487233 0.3167269734254465 Cluster1 620.3523316883686328 0.2893249140434508 Cluster1 630.39068953379153076 0.13223976397428724 Cluster1 640.2314963787364247 0.22374635767672751 Cluster1 650.358638472230321 0.18938502791935946 Cluster1 660.4922780841426664 0.21084908563940152 Cluster1 670.30126008988684394 0.2456185104713665 Cluster1 680.25956021011884867 0.16205998112308542 Cluster1 690.33593488070989574 0.2292702739191961 Cluster1 700.33757541693241877 0.32039990950242303 Cluster1 710.32813849219948227 0.32208970416550653 Cluster1 720.2791690711567144 0.37312291989530544 Cluster1 730.14208470866733172 0.19249205260282645 Cluster1 740.21378908472448963 0.3734560635167571 Cluster1 750.24194046962617838 0.5140426035998202 Cluster1 760.12111667004786206 0.30689642479330825 Cluster1 770.2808220453059077 0.23991908603959589 Cluster1 780.321639240927873 0.31457931977941694 Cluster1 790.4044795571804079 0.35119954440792517 Cluster1 800.43345271749716874 0.3834076686252698 Cluster1 810.3523123725945636 0.182798004878107 Cluster1 820.3788979865181484 0.3532253972556292 Cluster1 830.1895221402565635 0.20108133909197412 Cluster1 840.23699141449464128 0.2314584680008347 Cluster1 850.10930781106151471 0.3939996298395366 Cluster1 860.3253344068750114 0.4524854969014446 Cluster1 870.2904387995675597 0.4427471226989085 Cluster1 880.33627304795037105 0.29353319939067923 Cluster1 890.30220824284842535 0.02819928415349765 Cluster1 900.3866892562528407 0.30587892878875 Cluster1 910.3119549855680616 0.27022308277349644 Cluster1 920.3042193612515878 0.44386965574747006 Cluster1 930.31960665748150235 0.208241953981271 Cluster1 940.24644070376936886 0.23385183664408163 Cluster1 950.42459790997365654 0.346957733199646 Cluster1 960.19039968791336198 0.22994082522702008 Cluster1 970.3977306741438281 0.22954843804417657 Cluster1 980.47986535162590915 0.23906408137089336 Cluster1 990.22302142356600502 0.3137783539814055 Cluster1 1000.2594171635321958 0.25300362505632873 Cluster1 1010.22702287011155703 0.2572819255698021 Cluster1 1020.16858149565489458 0.310396308549096 Cluster1 1030.3855992231825232 0.2325000069415499 Cluster1 1040.4095032307358448 0.3235718841975868 Cluster1 1050.2665381442453378 0.14924231163395962 Cluster1 1060.2834969328507835 0.325714946627224 Cluster1 1070.4060867702725552 0.2525036951389528 Cluster1 1080.2976366113164426 0.327427506787187 Cluster1 1090.33080714346321927 0.3651935272895044 Cluster1 1100.4061907323780799 0.27548297318019577 Cluster1 1110.22706704042555642 0.25665844210419336 Cluster1 1120.29837220849228663 0.2556465653842276 Cluster1 1130.22146920832667266 0.10484295341390931 Cluster1 1140.2221133158422645 0.13554699983060764 Cluster1 1150.3567444035581704 0.1932408911568859 Cluster1 1160.2898098956484928 0.35517328289038114 Cluster1 1170.2516664435175596 0.330652351543128 Cluster1 1180.31025691792865256 0.4459784363028847 Cluster1 1190.167523046034433 0.35231722438463986 Cluster1 1200.40171765402157467 0.3604463678240614 Cluster1 1210.352061323625377 0.40552622022143486 Cluster1 1220.25770918521630404 0.23872389562066343 Cluster1 1230.3752216739387453 0.34084798602995764 Cluster1 1240.32008662361795975 0.24124169273300067 Cluster1 1250.24397487388161535 0.3073763925672289 Cluster1 1260.3347189468997591 0.32756547267849984 Cluster1 1270.3247423035583033 0.2803219893403429 Cluster1 1280.3400347314865814 0.3234799065863715 Cluster1 1290.2719287130336782 0.20657312105756806 Cluster1 1300.2762808930548509 0.33659112068733776 Cluster1 1310.16864792917297447 0.3209788000141876 Cluster1 1320.31658731817368385 0.36019172144256373 Cluster1 1330.24990758220792703 0.3532500861440031 Cluster1 1340.3242620127051083 0.32056840819366084 Cluster1 1350.1650599097513598 0.2841744824496768 Cluster1 1360.33132251717438294 0.2911687003369395 Cluster1 1370.28195044643058875 0.38415185813354286 Cluster1 1380.25510024345935295 0.30834343506721923 Cluster1 1390.2158829850913747 0.17145616261655813 Cluster1 1400.20799279424092645 0.47050125604975007 Cluster1 1410.45962850021008916 0.4072775809715378 Cluster1 1420.39701125048819097 0.25965504579628984 Cluster1 1430.20061475352015395 0.3615315473089441 Cluster1 1440.34204867918093756 0.20686674295935592 Cluster1 1450.28606114077648576 0.26325674733733917 Cluster1 1460.4065325203409385 0.3509787115039093 Cluster1 1470.25978158656553463 0.459599522608924 Cluster1 1480.11982592952548024 0.23163960926146182 Cluster1 1490.23137512623150297 0.2157292103905032 Cluster1 1500.30221043031351863 0.27845032241086803 Cluster1 1510.24323292046931702 0.26828248135970323 Cluster1 1520.5264651533823375 0.20564891509967737 Cluster1 1530.28900485253983277 0.3438031014514192 Cluster1 1540.4876738442888373 0.2771969077112999 Cluster1 1550.16802426885192773 0.22239546595808718 Cluster1 1560.31255240313799193 0.34233901577180853 Cluster1 1570.18766365997666662 0.36629084613945306 Cluster1 1580.2906134388107888 0.26260109113746144 Cluster1 1590.26694799399244984 0.310055351545674 Cluster1 1600.3891788763756945 0.3761156161613128 Cluster1 1610.43219951722575445 0.30444396333375434 Cluster1 1620.31202818756589246 0.3613834558290653 Cluster1 1630.22011859438823028 0.27955897478217645 Cluster1 1640.3076264599348074 0.2801321051588996 Cluster1 1650.23975679026446922 0.22648222582546135 Cluster1 1660.2567967189012741 0.2852922730247589 Cluster1 1670.3078863304419653 0.19006389075071978 Cluster1 1680.3953426732387071 0.22118061551290902 Cluster1 1690.24571054254633634 0.44030691892486273 Cluster1 1700.2602910958081339 0.25509669570517685 Cluster1 1710.3102189961677153 0.3775210266136505 Cluster1 1720.21857954898095097 0.11632567258974072 Cluster1 1730.3436545366592723 0.2576453582182497 Cluster1 1740.34297702691608367 0.49987820992706666 Cluster1 1750.3103912134888032 0.40418946836018366 Cluster1 1760.3785715290859106 0.45260618024431687 Cluster1 1770.4141691221247702 0.2912665998021511 Cluster1 1780.2760950434795624 0.3315115326093091 Cluster1 1790.3373628715753696 0.22965588799584735 Cluster1 1800.2465491106142351 0.24973766867268868 Cluster1 1810.3187350706945835 0.32332525187993877 Cluster1 1820.15136786837154298 0.20319344751863638 Cluster1 1830.22645089785347045 0.2549812484494964 Cluster1 1840.2875104210637766 0.25084479276931715 Cluster1 1850.39117999702107464 0.2013931474984148 Cluster1 1860.38111903647680884 0.3718251136437005 Cluster1 1870.5178980726446814 0.19050958013012997 Cluster1 1880.2560148989701545 0.2568053518469881 Cluster1 1890.3465955806807111 0.28049517841265675 Cluster1 1900.34228272653420533 0.2717659187410964 Cluster1 1910.2825445542077009 0.4433759188610352 Cluster1 1920.4384722446961607 0.4131580043321076 Cluster1 1930.253859206618876 0.3453468417621037 Cluster1 1940.3567297680853552 0.3192520072683367 Cluster1 1950.31971509738468556 0.48028240029570074 Cluster1 1960.1454480848605633 0.31750102845617767 Cluster1 1970.27778600319384683 0.3191515997080588 Cluster1 1980.256612440538047 0.1340506794765069 Cluster1 1990.3353190342228204 0.24834310775645346 Cluster1 2000.3120923695995437 0.45384466928977507 Cluster1 2010.2263652738789116 0.2665421664211394 Cluster1 2020.579127970303516 0.24500058232026717 Cluster1 2030.19421176664271234 0.2784219798418761 Cluster1 2040.20787756786787437 0.10679241768682224 Cluster1 2050.37102823169616456 0.27986588736889806 Cluster1 2060.265943347565678 0.37122885041288034 Cluster1 2070.3683861905577974 0.21852469710231925 Cluster1 2080.3498667931983863 0.411258183163552 Cluster1 2090.33635301209017454 0.28184768951682526 Cluster1 2100.20857151519844053 0.3182618409563347 Cluster1 2110.3442077093609146 0.25863494292684547 Cluster1 2120.4335062218997717 0.18550478554640187 Cluster1 2130.15164078319371826 0.2875849416356277 Cluster1 2140.4327703383633026 0.38916449801058617 Cluster1 2150.3487609266339283 0.35054537285099563 Cluster1 2160.41248936408669934 0.2307381968453694 Cluster1 2170.1564565268805484 0.29234299129436186 Cluster1 2180.21247586590112608 0.15716890608668557 Cluster1 2190.25342102492927393 0.2627305424039297 Cluster1 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2590.32349998322630436 0.28746144716248134 Cluster1 2600.3084677451424277 0.17782302464046595 Cluster1 2610.2813727206153615 0.46488904000067277 Cluster1 2620.3294455422143253 0.2234766464617629 Cluster1 2630.2809474888434746 0.19138922750865606 Cluster1 2640.30142415173575654 0.3158757715545968 Cluster1 2650.26133616311145913 0.27635883635093067 Cluster1 2660.14477554550896388 0.1967119163235842 Cluster1 2670.21629398683950535 0.22448962776900555 Cluster1 2680.278864791324849 0.24028559874886343 Cluster1 2690.20734863076128945 0.4079300287980452 Cluster1 2700.21532118358805513 0.2568432999498361 Cluster1 2710.3270055668556925 0.38316354527238267 Cluster1 2720.23616229846029033 0.27198692438126165 Cluster1 2730.3914821016048061 0.405167969818392 Cluster1 2740.2334911281826272 0.33724812485709665 Cluster1 2750.36548358276137316 0.3100725271252173 Cluster1 2760.3318668752356716 0.27188930856634924 Cluster1 2770.11374211977047174 0.2776457438504258 Cluster1 2780.28759756028783134 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Cluster1 2980.3521213053825186 0.25949524968183435 Cluster1 2990.3189519630668498 0.26888592271623135 Cluster1 3000.30300527319119247 0.30276278653406424 Cluster1 3010.40968220052807247 0.27374960921870445 Cluster1 3020.3300196856942956 0.25553504845182373 Cluster1 3030.3451515884122113 0.22225161551594338 Cluster1 3040.2262136524031755 0.18977913354000642 Cluster1 3050.3400175855655657 0.4181283715839116 Cluster1 3060.25218546357044314 0.2991697843149633 Cluster1 3070.24084373563198194 0.2878365970932533 Cluster1 3080.3279180755170891 0.3235102830340846 Cluster1 3090.3947154159051838 0.4658529256154731 Cluster1 3100.1492493306761749 0.1787462837783412 Cluster1 3110.30058685145822506 0.2731469468563768 Cluster1 3120.2878898296544896 0.36933016782157146 Cluster1 3130.2843133066456015 0.2686521522602107 Cluster1 314######################################################## 315## Cluster: Cluster2 316######################################################## 317## Size: 300 318## Density correction factor: 1.0 319## Generators: 320## Normal Distribution (mean=0.85, stddev=0.05) 321## Normal Distribution (mean=0.35, stddev=0.1) 322## Discards: 0 Retries left: 1000 323## Density correction factor estimation: 0.9617373319544984 324######################################################## 3250.8298008792785241 0.37517968146772396 Cluster2 3260.8818580554798832 0.4351527326243974 Cluster2 3270.7742248672321962 0.3478085622880474 Cluster2 3280.9332421511013711 0.32334447780376413 Cluster2 3290.8259810683898385 0.41757841208236635 Cluster2 3300.7866866999873086 0.4047937731674778 Cluster2 3310.7933793166911863 0.5457493142482248 Cluster2 3320.9142173412876432 0.26988405417428546 Cluster2 3330.7882116192917566 0.2550562263126053 Cluster2 3340.7548288222465517 0.4887342811413538 Cluster2 3350.8865732158158538 0.3559505920754801 Cluster2 3360.8437981495835211 0.5053946775587692 Cluster2 3370.8155472863289556 0.34945510485221504 Cluster2 3380.7918166189599674 0.19291686802272723 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Cluster2 5360.846702525286072 0.42245482629709386 Cluster2 5370.8900271092951584 0.4030937478900391 Cluster2 5380.7089382322422328 0.4292074421987463 Cluster2 5390.8491434540351601 0.4145197029172509 Cluster2 5400.7688216548290112 0.2222609669318064 Cluster2 5410.8564008518245962 0.2555898222687416 Cluster2 5420.7892992407144671 0.457535169535388 Cluster2 5430.9337294823897428 0.43614411006840914 Cluster2 5440.8058462152133833 0.5312782791620703 Cluster2 5450.8747671179352431 0.42399419508743796 Cluster2 5460.8235469892491541 0.4172984736992449 Cluster2 5470.7937136076585211 0.31591462231090106 Cluster2 5480.8811223024438118 0.4077069887573653 Cluster2 5490.8920883475421334 0.5160727499543805 Cluster2 5500.840475968922648 0.3513707186313983 Cluster2 5510.9431223825214168 0.253589193051901 Cluster2 5520.8196158620227441 0.390887148786016 Cluster2 5530.9101629147933246 0.32085187109543656 Cluster2 5540.7998377885659538 0.2862127887032658 Cluster2 5550.8516058647326294 0.35510593521156114 Cluster2 5560.8801021724134217 0.35470737420879045 Cluster2 5570.9320398861372744 0.22778809640453962 Cluster2 5580.8331447146394666 0.46527851419064536 Cluster2 5590.9184088042217124 0.16726647879656947 Cluster2 5600.8857208192050718 0.4334170081702202 Cluster2 5610.7771188853613882 0.33494076255668526 Cluster2 5620.8299401489982143 0.6093317573995709 Cluster2 5630.7957773526269655 0.4219431117464159 Cluster2 5640.9151662127808734 0.4683567145270553 Cluster2 5650.8117764588963532 0.2907101917353895 Cluster2 5660.8193539360638477 0.3004937189960417 Cluster2 5670.9369577204682314 0.3567148276396793 Cluster2 5680.8837445713263724 0.258959702969148 Cluster2 5690.8473352317953374 0.22451651518580837 Cluster2 5700.865104017489638 0.1716092040313969 Cluster2 5710.7742391896386616 0.3445159791775149 Cluster2 5720.779569230219208 0.2903001009457491 Cluster2 5730.8478238666718834 0.3434425726836019 Cluster2 5740.8484339288071007 0.30375020732835767 Cluster2 5750.7972736743489187 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5950.8443340683932979 0.34869669913902346 Cluster2 5960.8731432355219937 0.3700770150262625 Cluster2 5970.8912317774562215 0.5512922003801506 Cluster2 5980.9638083074602855 0.28552976447641415 Cluster2 5990.9313093951611845 0.39976080895922617 Cluster2 6000.8507247599056841 0.3705635761520358 Cluster2 6010.8524116503463404 0.4968007483692505 Cluster2 6020.7997166666810847 0.2940786946880052 Cluster2 6030.8698167781770051 0.2654555152001272 Cluster2 6040.9014380675618748 0.4391130996454848 Cluster2 6050.8806695623629268 0.4518051860093706 Cluster2 6060.8678645745693593 0.3387030852639589 Cluster2 6070.8818008321738738 0.4174027515770206 Cluster2 6080.7615067961464566 0.2514566384734308 Cluster2 6090.7842783225127286 0.45002342989448574 Cluster2 6100.8643103896515659 0.37245347717655874 Cluster2 6110.8670135751329355 0.5454145214470306 Cluster2 6120.8328080801498644 0.4956357270377569 Cluster2 6130.8214468688306715 0.29043442056310453 Cluster2 6140.833955680943761 0.3259291941368362 Cluster2 6150.8764830088139919 0.31747973897342396 Cluster2 6160.7477527510489307 0.2887762290692346 Cluster2 6170.8362401179591477 0.3196455865731099 Cluster2 6180.9322584055729195 0.4273391631646188 Cluster2 6190.7920559828063654 0.31687754897019976 Cluster2 6200.8832811570740414 0.39846186764747615 Cluster2 6210.8527734987259248 0.28738805852703164 Cluster2 6220.9407478152632046 0.31391421114895574 Cluster2 6230.8926827026539261 0.46602930331051295 Cluster2 6240.8952208639801116 0.16218262005079898 Cluster2 625######################################################## 626## Cluster: Cluster3 627######################################################## 628## Size: 300 629## Density correction factor: 1.0 630## Generators: 631## Normal Distribution (mean=0.45, stddev=0.035) 632## Normal Distribution (mean=0.85, stddev=0.035) 633## Discards: 1 Retries left: 1000 634## Density correction factor estimation: 0.9649431230610135 635######################################################## 6360.4485895052276539 0.8155656456078458 Cluster3 6370.4366184458150204 0.8388655611059563 Cluster3 6380.4257446371259058 0.8973727525486852 Cluster3 6390.5040284679962401 0.8681247128752282 Cluster3 6400.4162124704070533 0.8071820484099517 Cluster3 6410.48709046613370044 0.8823106430160047 Cluster3 6420.42053374413478933 0.8584072189612395 Cluster3 6430.49330411244942 0.8120156852312238 Cluster3 6440.42601059298476146 0.8417922956329474 Cluster3 6450.47138302798834053 0.8379577634123646 Cluster3 6460.43021063357497935 0.8264878273698577 Cluster3 6470.49126841257426473 0.8464698652882039 Cluster3 6480.4621347323188967 0.8668066716102897 Cluster3 6490.46427769879664543 0.8362955531295851 Cluster3 6500.46261289749574763 0.802214211241117 Cluster3 6510.46290460239979686 0.8459041430941436 Cluster3 6520.4465949607376427 0.8459190229224638 Cluster3 6530.4798605414492936 0.8404128755915203 Cluster3 6540.4181067128463457 0.8197250110322486 Cluster3 6550.4576124054018473 0.8356919827106654 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9320.4006312069243748 0.8636764346739214 Cluster3 9330.4507154266169966 0.8940520548669173 Cluster3 9340.3695977269690251 0.8337191103262657 Cluster3 9350.5088369046579777 0.794593046998533 Cluster3 936######################################################## 937## Cluster: Noise 938######################################################## 939## Size: 30 940## Density correction factor: 1.0 941## Generators: 942## Uniform Distribution (min=0.0, max=1.0) 943## Uniform Distribution (min=0.0, max=1.0) 944## Discards: 35 Retries left: 1000 945## Density correction factor estimation: 2.0837642192347463 946######################################################## 9470.6152572532678567 0.8826876915360755 Noise 9480.34128358990594965 0.6806929539144603 Noise 9490.1307377713085368 0.9293748565722275 Noise 9500.6633985911786884 0.7118586300163717 Noise 9510.8365538092473367 0.7835926657005085 Noise 9520.027105963074347206 0.5424195538857653 Noise 9530.08349327748860658 0.847454976146193 Noise 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9750.3900915266059425 0.7211301667329352 Noise 9760.6598391969302809 0.6988927940565566 Noise 977