% Data generated using R package 'mlbench' % % > library("mlbench") % > set.seed(1234) % > data <- mlbench.circle(1000, 2) % % The inputs of the circle problem are uniformly distributed on % the \code{d}-dimensional cube with corners \eqn{\{\pm 1\}}{\{+-1\}}. % This is a 2-class problem: The first class is a \code{d}-dimensional % ball in the middle of the cube, the remainder forms the second % class. The size of the ball is chosen such that both classes have equal % prior probability 0.5. % @relation circle % @ATTRIBUTE x REAL @ATTRIBUTE y REAL @ATTRIBUTE class {1,2} % @data -0.1584552736,0.525841496,1 -0.8893322079,0.7873871517,2 -0.9175817803,-0.0128405746,2 0.0072217691,-0.6884298264,1 0.9545450881,0.2373079644,2 0.5432475661,0.1147152972,1 -0.1773290909,-0.8354510963,2 0.978337083,-0.0903340294,2 0.734986451,0.1867268765,1 -0.5360895577,0.6417670171,2 -0.6647719722,0.589072444,2 0.331461017,-0.4053909704,1 -0.7776894132,-0.8353567407,2 -0.8953186506,0.8694784753,2 -0.3365742997,-0.149483386,1 -0.3674599328,0.4486957425,1 0.0806732154,-0.7672634153,1 -0.4657338914,0.6721745287,2 -0.1881574597,0.3426909321,1 0.2925837473,0.3834044435,1 -0.9537784252,0.4783849381,2 -0.989598732,-0.4861229155,2 -0.6906265449,0.5348384045,2 -0.5887597608,-0.7166629657,2 0.5196146164,0.6014347663,1 0.4913410451,-0.3542708806,1 -0.4632900208,-0.6243000766,1 0.9492946072,-0.8867121981,2 -0.3644460239,0.6099613449,1 0.9558445415,0.3897544476,2 -0.9406261146,0.4051566757,2 -0.5324094724,-0.4171942729,1 -0.3838899541,-0.1001604809,1 0.8028563699,-0.3767822166,2 -0.8324204427,-0.4245355632,2 0.8569239448,0.8541191942,2 0.7052518534,0.6179752965,2 -0.5628862507,0.765999781,2 -0.6377393478,0.3139009424,1 0.2177836872,-0.4384908089,1 0.0977849416,0.3542706002,1 -0.7201860906,0.4046188029,2 0.5156644131,-0.87703308,2 -0.9640503074,-0.0247175819,2 -0.1197144561,0.6764411083,1 0.6233383804,-0.2704649339,1 -0.486144504,0.8836955577,2 -0.726926398,-0.193480337,1 0.8568920549,-0.7240422689,2 0.9635130507,-0.3494646009,2 -0.2223884547,0.629938642,1 -0.4631574764,0.6780316103,2 -0.2715402548,-0.7411481254,1 -0.3138495409,0.7776237838,2 -0.7018654454,0.4977294081,2 0.7451022193,0.1381415958,1 -0.4472194416,-0.3678659722,1 0.2916647089,0.4924822911,1 0.7836430077,0.6141625037,2 0.7073874027,-0.2106866185,1 -0.5839453838,-0.5474101333,2 0.9359918609,-0.3656559302,2 -0.0147765996,0.8512436356,2 0.1891599502,0.5947597367,1 0.6871343781,0.5692025465,2 0.4456242933,0.5559668788,1 0.4747294462,-0.5878709485,1 -0.2245220989,-0.014752584,1 0.0861676824,0.488897867,1 0.6063416279,-0.9031131133,2 0.6741069173,-0.913440851,2 -0.0635783356,0.6001844271,1 -0.8310635607,-0.3440247197,2 0.3929275325,-0.9497893206,2 0.2554110331,-0.2211612011,1 -0.4701108322,0.9796740259,2 -0.6624334091,-0.183985197,1 -0.2838488743,-0.4278355232,1 -0.7358936947,-0.3389399084,2 0.0309866527,0.7572002839,1 0.4118950316,0.3924211706,1 -0.9279480563,0.3360612481,2 0.6570633054,-0.0676659257,1 -0.7071330892,0.1433289815,1 0.3029198973,0.0631182864,1 0.3176482837,-0.5484092725,1 -0.1395119419,0.0036681518,1 0.7003550758,-0.3465928338,1 0.7759701759,-0.1655074493,1 -0.627681029,0.2729813452,1 -0.1265799315,-0.9618056924,2 -0.6634520711,-0.2326816241,1 0.2666507754,0.4393030908,1 -0.5780319483,-0.8977178349,2 0.4708807338,-0.7629891443,2 0.8135971297,0.2954450641,2 -0.4007241875,-0.1765867183,1 0.2301106537,-0.2846041592,1 0.8218300533,0.1377004022,2 -0.8472408629,-0.1300594979,2 -0.364976563,-0.5403381768,1 0.8507628767,-0.3140109852,2 0.3200522088,-0.0169282597,1 0.4524960904,-0.0494066766,1 0.5889032301,-0.3520638174,1 0.9330897839,0.7031680564,2 0.1693499405,0.6924155601,1 -0.3732134094,-0.2598356409,1 -0.8841475612,0.6034600995,2 -0.5565481326,-0.036362445,1 0.5823738552,-0.9986292012,2 -0.0776573238,-0.929417761,2 -0.9958458063,0.3449579626,2 -0.934418899,0.6856669523,2 -0.0033781859,0.7650641617,1 -0.0876281704,-0.193716059,1 0.1731410795,0.9069108688,2 -0.0227332343,-0.8917782679,2 -0.8793065562,-0.5228809244,2 -0.2724724822,-0.8520133551,2 0.0467427135,-0.9538992066,2 -0.403084435,-0.9923723326,2 -0.0713428543,0.5767942313,1 -0.0308637801,0.1273691994,1 0.0697058621,0.397725055,1 0.6320767212,-0.802345247,2 -0.6175492206,0.8162899506,2 0.4628656926,-0.9426594633,2 -0.7147268942,-0.1396164349,1 -0.6049807966,0.1269495548,1 -0.5493460535,0.4509078241,1 -0.3863731325,0.7128616604,2 -0.5771637768,0.8973371433,2 0.7397355498,-0.6058622994,2 -0.6620071414,0.8979871324,2 -0.8838902172,-0.7260285998,2 -0.6765048211,-0.9507836932,2 0.0637213616,-0.8013731688,2 -0.6395684998,0.5227186517,2 -0.8146442529,-0.1191056557,2 -0.1894132625,-0.293629677,1 0.573384915,-0.5914095188,2 -0.5197684406,0.2276910585,1 0.2064999971,-0.7726269858,2 -0.0140940263,-0.4350431971,1 0.8817310063,0.0733477585,2 0.0796576771,0.1973204068,1 0.1917477273,-0.1573778009,1 -0.8112331461,0.370137142,2 -0.3650674499,0.1487096883,1 0.561316594,-0.4408138534,1 0.1653664615,0.1863686517,1 -0.3853030661,0.7029185914,2 0.714369236,-0.588921675,2 0.7313803458,0.8338079401,2 -0.9124820437,-0.7714696992,2 -0.9029104104,-0.1336246179,2 0.9464695356,0.8386102668,2 0.1750123687,-0.2332627038,1 -0.3420283445,0.3167074826,1 0.6207720181,0.8340401929,2 -0.0174192712,-0.1019380526,1 -0.1514851488,0.1719838199,1 -0.1197170732,0.327814322,1 -0.6792441546,0.1171557885,1 0.2860632674,-0.9721090244,2 0.5257243542,-0.5079081026,1 0.0200101277,-0.3919501575,1 -0.0486386507,-0.1124609313,1 0.0116475164,0.3861700362,1 -0.2486012266,0.9728059415,2 0.8835223233,-0.2901667915,2 0.9440447595,0.6360741141,2 0.7240448128,-0.2820085073,1 -0.9461580878,-0.7372898301,2 -0.3284899429,-0.7126803314,1 -0.4076435524,-0.6737185474,1 -0.5436440604,0.4147925712,1 -0.3047686727,-0.891240296,2 -0.2652584501,0.9588247202,2 0.1949682436,-0.2565182084,1 0.525736121,-0.5211296263,1 0.0423963089,-0.1779760439,1 0.8292781287,-0.377648057,2 0.9893502393,0.5536292107,2 -0.3372611515,0.2405528715,1 0.0149597912,0.7549007544,1 0.2940298854,-0.3363600592,1 0.9171300158,0.3175870311,2 0.2450624136,0.4833640815,1 0.4494415419,0.1011541234,1 0.1500542746,-0.7359137414,1 0.711966346,-0.8258404117,2 -0.3425843837,0.6185161024,1 0.5905932686,-0.0504865097,1 0.2087690518,0.0139180534,1 -0.3727293108,-0.6067489632,1 0.3843706222,-0.3312883717,1 0.8871208793,-0.3594476404,2 -0.2970395898,-0.4988016924,1 0.5669980696,0.5309885778,1 0.5631917259,-0.9475636594,2 -0.0731521416,0.5633178563,1 -0.0359676857,0.5681279432,1 0.4361530039,0.9371974249,2 -0.8134183493,0.4888678794,2 0.8232153803,0.6569511238,2 -0.1232670955,-0.1758627798,1 0.091094574,-0.2084733308,1 0.8645411478,0.3245153138,2 -0.5247442573,0.7155725094,2 -0.5839768681,0.674999055,2 -0.6891053761,0.5819427553,2 0.7290772842,0.5016206647,2 0.7947439188,-0.3046545368,2 -0.758559797,-0.1024400531,1 0.053341046,0.4501951751,1 -0.84256852,0.8615456196,2 0.4179854086,0.4209880293,1 -0.213913938,0.4199378043,1 -0.8627818399,-0.9131523571,2 0.3368435125,0.6554436954,1 0.1118100439,-0.4767070017,1 -0.2454314372,0.532520398,1 -0.3512022588,-0.1582833338,1 0.3725651358,-0.3001113674,1 -0.3536617667,-0.8241787911,2 0.6940968912,0.8563580769,2 -0.4911541948,-0.8193334877,2 0.39652063,0.6036394429,1 0.5158650605,0.645393698,2 -0.0354059064,-0.0998882148,1 -0.1333851777,-0.9945318708,2 -0.8145867339,-0.7705032467,2 0.3088798546,0.3097072747,1 0.1148298471,-0.6361830872,1 0.6519532525,0.6067818617,2 -0.9582720492,-0.7985053151,2 0.7761581568,0.2039676821,2 0.5278116539,-0.1099348902,1 0.5318394997,-0.2249479066,1 -0.5720628528,-0.938292332,2 -0.1155689545,0.5109188948,1 -0.5357773677,-0.9486072576,2 0.0886693904,0.5811734907,1 0.696392057,-0.394079946,2 -0.0102612874,0.7342808661,1 0.7072916939,-0.8307860079,2 -0.9475488523,-0.8327698307,2 -0.7242633691,0.6660275338,2 -0.270039564,-0.7443161928,1 -0.6532631163,0.7535432116,2 -0.5835467256,0.0040623671,1 -0.8141667354,0.4078002954,2 -0.2926633577,0.4754985105,1 -0.64950951,-0.4713472142,2 -0.8903897591,0.0530369771,2 0.0352985421,0.3665306862,1 -0.9944747668,-0.1921258378,2 0.0109369205,0.8076712382,2 -0.7257299977,-0.3836551369,2 0.4321047529,-0.6801552474,2 0.8533497858,-0.5686641983,2 0.9605228091,-0.0609950968,2 -0.0305573796,0.6735234554,1 0.87013146,-0.1321550901,2 0.2016366995,0.9768337575,2 -0.2784717316,0.4638493732,1 -0.8258940498,-0.2386034541,2 -0.1031264225,0.8712824108,2 -0.6544134649,0.5790689508,2 -0.2235040618,0.2456937837,1 -0.8379108375,0.7126394021,2 0.6408896702,0.9264629395,2 -0.1652370729,-0.0304297768,1 -0.435679079,-0.0654836893,1 0.5788406995,0.5823012092,2 -0.2154183793,0.5391571014,1 0.3515944593,-0.4120068951,1 0.7167793643,-0.3445901801,1 0.8042125064,0.4809691445,2 0.9869174999,0.15999786,2 -0.4046174609,-0.260517091,1 0.469946139,0.9315030263,2 -0.5207165126,-0.9067393113,2 -0.5528551792,-0.7966794064,2 -0.9770434094,-0.7612323486,2 -0.3511924716,-0.3954048287,1 0.2557424065,-0.4170632288,1 0.534396918,0.8294911822,2 -0.3331423472,0.8342959727,2 0.4133830997,0.2373686773,1 -0.6537098885,0.8514223727,2 0.4663802702,0.4407743188,1 0.8239531214,0.1686834944,2 0.7847585985,-0.2716613268,2 -0.1632900913,0.378689066,1 0.06438404,0.3553655017,1 -0.5615000599,-0.6461871886,2 -0.2211380131,0.2948129242,1 0.7896106094,-0.9623239953,2 0.6514061783,-0.0424855407,1 0.4409228317,-0.121604396,1 0.1573807714,0.3129338757,1 0.6227477998,-0.02577001,1 0.9560998133,0.1612668135,2 0.6081887311,-0.1437762654,1 0.477270118,-0.8184065982,2 0.0112806153,-0.6746444842,1 0.7166503905,-0.1399431732,1 0.810321399,-0.823103284,2 0.4063705597,0.3259877688,1 0.6623148662,-0.2827549102,1 0.7362541161,0.119949339,1 -0.1822216725,0.7650780082,1 0.7627320159,0.1284561427,1 0.430849548,0.9206834207,2 0.9745268021,0.2045498695,2 0.6488140253,-0.5618597195,2 -0.3223448535,-0.2567268484,1 -0.1975026997,0.5050024386,1 0.2870184486,0.9504268924,2 -0.2506712838,0.7901498973,2 0.9083579704,0.6688549062,2 -0.579218857,-0.7005468318,2 -0.5107128308,0.0008779494,1 0.2808995699,0.0510111772,1 -0.3366275248,0.5459797932,1 0.9876384786,0.1671105353,2 -0.6310019963,0.1263749246,1 -0.2275295183,0.4341662829,1 0.3586694272,-0.8258144469,2 0.7923127254,0.8299774146,2 -0.4641779689,-0.695518448,2 -0.4800095106,-0.8549276926,2 -0.3021208527,0.4484110647,1 -0.9768788577,0.5987295122,2 -0.0384496483,0.2644454944,1 -0.11749346,0.3009064686,1 0.1207544608,-0.2809517863,1 0.1322950893,-0.3887958555,1 0.8586537968,-0.5225010118,2 0.8193597225,0.1490298668,2 -0.2430633246,-0.0403222633,1 0.6279982585,0.9879139489,2 0.1245789276,0.5753536439,1 -0.5764821405,0.0291721998,1 0.8867792198,-0.6450334978,2 -0.1764154932,-0.6877776822,1 -0.2594093201,0.2573489849,1 -0.5411259825,-0.8104441133,2 -0.4829171919,0.0203543431,1 -0.6797672664,-0.8685772326,2 0.2039101906,-0.1823546081,1 -0.6782399938,-0.554530045,2 0.5976197408,-0.54383882,2 -0.7939074966,0.9997032317,2 -0.8408738011,-0.2888861834,2 -0.7548527769,-0.2504270556,1 -0.8434888418,-0.2853735881,2 0.9784255503,0.8928768663,2 -0.4544032272,0.1378656761,1 0.4304471188,-0.8229086646,2 0.4264157843,0.7577797384,2 -0.6244992893,0.8492432106,2 0.6890785615,0.6171962973,2 -0.0301663657,-0.4982672553,1 -0.1156347226,0.724759968,1 -0.0891175801,-0.729149262,1 -0.3952301401,0.7547307103,2 0.4398014061,-0.5733760274,1 0.5078412271,0.8221519608,2 -0.6268591108,-0.1825401406,1 0.7360779578,-0.1804518374,1 -0.9661573428,-0.6870952584,2 -0.4753179657,-0.1263332721,1 0.5892322068,0.6304997606,2 0.2022121483,-0.6265063821,1 0.5582906427,0.5282189385,1 -0.4768483425,-0.3902312485,1 -0.2897264995,0.9315635818,2 0.0847405437,-0.4385606116,1 0.9188090423,0.2514847764,2 0.9589099237,0.5511924387,2 -0.3466948685,0.0865980126,1 -0.0999925039,-0.9174683117,2 0.3418882089,0.2371770423,1 0.4445653609,-0.9359501456,2 -0.9702980323,-0.0299999346,2 0.5606222535,0.1361686774,1 0.9660805878,0.7266781162,2 0.6186733018,0.8672366533,2 -0.054660284,0.4209661083,1 0.536195647,0.2825838109,1 -0.8364240737,0.7173783239,2 -0.8041126616,0.3028452964,2 0.3950438229,0.7935701162,2 -0.7423439748,-0.2062103325,1 0.1624720418,0.1488112714,1 -0.0597722586,-0.3727847016,1 0.9124905607,0.9992035874,2 -0.6800688817,-0.6403367496,2 0.2465794375,0.1522414903,1 0.008469163,-0.342917379,1 0.5745977559,-0.5953387059,2 -0.3007832742,0.6838264577,1 0.0078913672,-0.4686016017,1 0.5040633474,0.4709915994,1 0.9574801475,-0.6418220126,2 -0.6966662444,0.2563058459,1 -0.3995807976,-0.6172381761,1 0.1169338077,0.5591762573,1 -0.3358151838,0.4812890361,1 -0.5653402777,0.7341645481,2 -0.2719183699,0.7305152505,1 -0.8220722317,-0.0350082009,2 0.6677038372,-0.9276135084,2 0.8252105475,0.1644000178,2 0.7281594868,-0.2099958509,1 -0.1789350323,-0.6529049268,1 -0.2705217171,-0.4714459018,1 -0.7562382016,0.7804483399,2 0.2605629438,-0.5173840048,1 -0.0287919333,-0.4395732642,1 0.9471726613,-0.6068839622,2 0.96716817,0.2683888082,2 0.9494735431,0.2101984248,2 0.2560772109,0.4936545109,1 0.9908930855,0.2991795386,2 0.366732175,-0.6854371685,1 0.0315070418,0.158387932,1 -0.6073832265,-0.2324788179,1 0.8804585715,0.5412884355,2 -0.3557639457,0.1803436317,1 -0.1901959577,0.3916910007,1 -0.3300879472,0.8331074868,2 -0.4600988156,0.1083307434,1 -0.3746975837,-0.6702499613,1 0.5177880311,-0.8861798625,2 -0.3478242476,0.1202273401,1 0.0951234261,0.9089208152,2 0.841548875,0.5347148348,2 -0.5539694354,0.8550050776,2 -0.0049303412,-0.8910297514,2 0.101765471,-0.0890246858,1 0.054587401,-0.6734602028,1 -0.7436961452,0.6726312302,2 0.7395140477,-0.5577892531,2 0.0600026129,-0.2743355664,1 -0.9368107119,-0.0083719776,2 0.1994706751,0.8097978793,2 -0.13509038,0.9022536175,2 0.8644137038,-0.9056940977,2 -0.2923422852,-0.7966958457,2 0.6853353404,-0.7184807612,2 -0.5756483558,0.4955768697,1 0.2357934909,-0.7642613593,2 0.2058581151,0.7491265698,1 0.9156331788,0.3040099493,2 -0.259010728,-0.7934704209,2 -0.3490833845,-0.7508252352,2 -0.1753071202,0.8926302576,2 -0.0726067908,0.3749775849,1 -0.7852394958,-0.0332882921,1 -0.5789133636,0.8802893427,2 -0.3301543095,0.3711354206,1 0.3034392702,-0.4370707711,1 -0.445680683,-0.0061014006,1 -0.7002542955,0.9735321309,2 0.2178307194,0.4921166166,1 0.3326326543,-0.3519243211,1 -0.6411041464,0.0438489234,1 -0.3060719115,-0.7439533863,2 0.4845284862,0.9087190642,2 0.1168547748,0.740159391,1 0.1283002696,0.9709419049,2 -0.973523003,-0.3676285855,2 -0.3774215188,0.8598012114,2 0.8154264339,0.6025567544,2 -0.9094773601,0.1978242369,2 -0.5436914368,0.0849337745,1 -0.9097335767,0.0317885224,2 -0.4378388566,-0.7007903894,2 -0.1257277061,-0.5050720838,1 -0.6632305351,-0.2598639666,1 0.4042644668,0.4309850899,1 0.3709006202,0.455058001,1 -0.216983425,-0.5352872508,1 0.0339987669,-0.2668118179,1 0.7514765747,0.4204310961,2 -0.6096978341,-0.8918070663,2 -0.447028317,0.3513821294,1 -0.1778109181,-0.8395030526,2 0.591195506,-0.6567638502,2 -0.2594674779,-0.6063942504,1 -0.9963835278,-0.180573158,2 0.7031138581,0.3058192478,1 0.8622613437,0.2197675277,2 0.740461011,0.6467145504,2 0.8016733835,-0.7742929519,2 0.611565595,0.2751357788,1 0.2457541381,0.2658401998,1 0.2928128578,0.028984888,1 0.244647142,-0.4609119557,1 -0.3024807563,0.8170563555,2 -0.7430773433,-0.8079124643,2 -0.9560673945,-0.0045075975,2 -0.7862244085,-0.8721434567,2 -0.1922145509,0.6164235561,1 -0.4965513749,0.4314069324,1 -0.0012907293,0.433413818,1 0.249895182,0.5691726278,1 0.5386432991,-0.2599230502,1 -0.2104399148,0.8752750894,2 -0.2392006521,-0.987765565,2 0.760569687,-0.744800685,2 -0.6687475499,0.9048556038,2 0.0290126042,0.6562958588,1 -0.0532105747,0.5906501757,1 -0.5344439284,-0.3632695382,1 -0.0241309619,-0.2652647612,1 0.1368744937,0.1514054798,1 -0.1651286152,-0.5032950044,1 0.5352752707,-0.1340320897,1 0.8279285631,0.8380347854,2 -0.4591530543,-0.3706666473,1 -0.7218747381,-0.2717835037,1 -0.5458229398,0.1637235419,1 -0.6044341093,-0.1132900761,1 0.4316568593,-0.5343551198,1 0.2961081164,-0.6765846717,1 0.9654663764,-0.8193983347,2 0.1319630295,-0.0044551366,1 0.8058238137,0.2725210814,2 -0.8934526029,0.9889027649,2 -0.9190352103,-0.1886074608,2 -0.9016482588,0.6885664943,2 0.6679819035,-0.3612896577,1 -0.1006869399,0.8084823051,2 0.6015473213,0.2708754577,1 -0.979936203,-0.6836618441,2 -0.0570833148,-0.2622710336,1 0.3774565803,0.6257335329,1 -0.380995627,-0.855640633,2 0.1546807229,0.0113231661,1 -0.0468987199,0.8997266409,2 0.5586303826,-0.2376931431,1 0.8116776282,-0.1475733463,2 0.3143997481,0.3982979595,1 0.720742716,0.8272552472,2 -0.7077906108,0.7597546559,2 -0.5010438287,0.9273598655,2 0.2154035936,-0.25428541,1 0.9005511771,-0.1336378166,2 0.7967522033,-0.6866131341,2 -0.9602262769,-0.8847836279,2 -0.7418888574,0.603922877,2 0.4028842626,0.2846625759,1 -0.1672696671,-0.0198299512,1 -0.2260316052,-0.5774114248,1 -0.8922101771,-0.2904720218,2 -0.5503191575,0.5785315507,2 0.0046563544,0.2858469752,1 -0.1760306517,-0.9322370468,2 0.4806332379,-0.657494667,2 -0.9082436445,0.2996865483,2 -0.7678806698,0.1596256667,1 0.0317232236,0.3585778764,1 0.2252832712,-0.2136098556,1 0.1030528843,0.8609130913,2 -0.4558211393,0.4298246466,1 -0.5665720985,0.7432142124,2 -0.5430954015,0.6862321603,2 -0.9317919109,-0.6776535278,2 -0.0651078215,0.7622295525,1 -0.4930090904,-0.3240617067,1 0.8800851586,0.9887149208,2 0.7472568424,-0.9244036786,2 -0.5971360421,-0.8675023471,2 -0.1327985255,-0.1785361497,1 0.4419745849,0.9861802463,2 0.1097825184,-0.401140193,1 0.1278246297,-0.4031394389,1 0.8700259789,0.350523754,2 0.8202002654,-0.0115945027,2 -0.5198505544,0.4762172839,1 -0.6285925424,0.3951782705,1 0.371603705,0.2350968448,1 0.7394332979,0.4439785522,2 -0.9851643359,-0.0770420362,2 -0.0287138764,0.8365814793,2 0.7591074943,0.7102856492,2 0.2393131084,-0.8892064909,2 0.1549669052,0.1927240537,1 0.2649457902,-0.3387338677,1 0.0665274914,-0.2570689148,1 -0.7836427442,-0.3143683961,2 -0.9447878227,-0.2738217786,2 -0.1665466032,0.5873017767,1 0.1961898333,-0.0553449295,1 -0.5905643734,0.7842669021,2 0.054900792,-0.1291981689,1 0.2275793902,-0.6918221856,1 -0.6252266895,0.4392307801,1 0.6478478843,-0.4377487912,1 -0.2574679344,0.5122629995,1 -0.0736281262,-0.0793303833,1 0.9289200846,0.955112054,2 -0.9801872172,0.8174018632,2 -0.4063636903,0.2709871517,1 -0.8872420616,-0.7427547108,2 -0.1262639016,0.929189038,2 0.4527136744,0.4464534777,1 -0.511425918,0.2863377128,1 -0.7780368146,-0.5227864669,2 0.8623883668,0.0735193514,2 0.6384913465,0.3499773182,1 -0.9322049287,0.2510033413,2 0.959142535,0.3441076968,2 0.4365767995,-0.419521871,1 0.1393429153,-0.5306357397,1 0.5876149586,0.7678988446,2 -0.0388402329,0.1823940384,1 0.6224987609,-0.1387284715,1 -0.6804681183,-0.1356790252,1 0.0905632759,0.3191404827,1 -0.0293565118,0.1341228401,1 0.4509511325,-0.6096549616,1 -0.5127167595,-0.4749808894,1 -0.7201581993,-0.2615706506,1 -0.7122739223,0.2132070689,1 -0.0180220585,-0.0518483664,1 -0.4311684179,0.9712383258,2 0.1406852943,-0.3743328624,1 0.7901116293,-0.4099764717,2 -0.0441468074,-0.5649337014,1 0.4304828383,-0.3823647979,1 -0.271867407,-0.9185166154,2 -0.7387348665,0.3997725537,2 0.5193221499,0.7444506539,2 0.328699423,-0.0936737079,1 -0.4524003579,0.7162064128,2 -0.2858174224,-0.6082479488,1 -0.5517782415,-0.390591884,1 -0.7995336391,-0.6191174113,2 0.2859144458,0.4275781596,1 0.3982995227,0.0064210314,1 0.5120111196,-0.5156933833,1 0.1444881358,-0.0582018136,1 0.0744770872,0.3492323165,1 -0.3726601163,0.2554138727,1 -0.0100927101,0.4266442549,1 -0.8490570383,-0.7700662524,2 -0.0739118429,0.7293973123,1 -0.4615390953,-0.0966047402,1 -0.0368283936,0.993827262,2 0.5496164151,-0.8687049425,2 0.7574469717,0.7912858962,2 0.6191301756,-0.6803233256,2 -0.1188564692,-0.3382427851,1 0.9345139,-0.8412810965,2 0.4745569983,0.0738367923,1 0.9223590149,0.8188104918,2 -0.17387297,0.5080768922,1 -0.5726666045,0.2924024444,1 0.4612243539,-0.4651486655,1 0.8355230335,-0.5567459352,2 0.5696504572,0.0646504904,1 0.0261557749,-0.4888042072,1 0.8956111246,-0.0415082374,2 -0.5171568631,0.3360783528,1 -0.7535091653,-0.9223367414,2 -0.0867279405,-0.387533708,1 0.1641220618,0.1714724847,1 -0.2387706432,0.7831515181,2 -0.3503179299,0.7838213802,2 -0.9789512847,0.0999361863,2 0.1864886475,0.6747401962,1 0.1270792652,0.4273613077,1 -0.4953062739,-0.0688808984,1 0.5900475942,0.7123584785,2 0.4752715966,0.3228393123,1 -0.4657783075,0.5001749899,1 0.9302406674,0.2061064388,2 -0.1886184886,0.4554420374,1 0.910607107,-0.924343965,2 0.167591983,-0.1955367168,1 0.9703859398,-0.4183268147,2 -0.1074516405,0.0555971204,1 0.8219362781,0.652341879,2 0.8930704128,-0.5184299978,2 0.0104998089,0.8767931759,2 -0.6815400929,0.0703565688,1 0.518831722,0.2893620329,1 0.3654202409,-0.085094234,1 0.0613720287,0.3593009356,1 -0.1215150449,-0.5268513639,1 -0.5442620106,0.5797483199,1 -0.5839502518,-0.0052169119,1 0.3831269145,0.9581392799,2 -0.9488562802,-0.2863129163,2 -0.9392378996,-0.6434240546,2 -0.2282915679,0.0137083353,1 0.1749194614,0.8708662549,2 0.6379542039,-0.3560738666,1 -0.9056357532,0.9012136552,2 0.8105345396,0.5710461666,2 -0.3758525914,-0.9538561241,2 -0.5291332914,0.9994537202,2 0.9733574586,0.2893524338,2 0.3956094645,-0.4204241764,1 0.5669118268,-0.4669037987,1 0.6640065587,-0.0261953538,1 0.1484443014,-0.8736793804,2 0.4680758854,0.2056464977,1 -0.3715848369,-0.776821564,2 -0.7228274671,-0.5363465999,2 -0.048565398,-0.1581256925,1 0.8980259136,0.2792719272,2 0.1508430629,0.2444060412,1 -0.7395265684,0.0803753072,1 -0.2893094728,0.2875893195,1 0.4789026524,0.9944835254,2 -0.3051307513,0.3732014615,1 0.9553555334,-0.2218044689,2 -0.7804917386,0.6399829206,2 0.5348333591,0.9225253286,2 0.8190097432,-0.7172064534,2 -0.8503969396,0.170996143,2 -0.1449325886,0.8808685606,2 0.3240145128,0.4995285864,1 -0.5357943433,-0.6966231391,2 -0.6727619078,0.9996896582,2 -0.4351663664,-0.4756977721,1 -0.2111685164,0.2735352577,1 0.2545539644,0.1664760322,1 -0.3894551545,-0.6191289062,1 0.2775815311,0.5037623676,1 0.7132285032,-0.1710915361,1 0.481860219,-0.0106770946,1 -0.4186435831,-0.6087310342,1 -0.6840643384,0.3103520847,1 0.548299415,-0.7824516911,2 -0.7035516496,0.3171436065,1 -0.0640260796,0.1562482831,1 -0.3804340116,0.1161980564,1 -0.8218015619,-0.5052037919,2 -0.4721657624,-0.6006819359,1 -0.4902424663,0.655457906,2 -0.2006921913,0.6712996536,1 0.2978075515,0.5967911473,1 -0.5247261412,-0.691608787,2 -0.5340034282,-0.3795744535,1 0.2898752941,-0.0735030398,1 0.3676778851,0.600376063,1 -0.8392115105,-0.1665925253,2 -0.2502913992,-0.0901196608,1 0.7170134215,0.3354441342,1 0.9897500351,-0.3142920658,2 -0.9350255136,-0.7556435768,2 -0.7297464665,-0.2260253099,1 -0.9564931616,0.4348476646,2 -0.3012613892,-0.6271549026,1 0.6197266649,0.8367083604,2 -0.4600751437,0.7463726527,2 0.1874074684,0.1038790671,1 0.546456594,0.7114437846,2 -0.64441359,-0.4538862146,1 0.7445229874,-0.715205851,2 -0.0218252693,-0.133590132,1 0.6689201831,0.0404846831,1 0.4897789634,0.8148095324,2 -0.7555366005,0.1947064013,1 0.3664570502,0.6072373013,1 0.9063981548,0.836000111,2 0.3162689488,0.6279883869,1 -0.5517947064,-0.4817437585,1 0.2913827854,-0.0257273973,1 0.8939681137,0.9533870718,2 -0.2455267892,-0.5353346146,1 0.125245573,-0.9951098412,2 0.6747680423,-0.9746068055,2 -0.2966281134,0.2591969599,1 0.260393119,0.2087801346,1 0.8696723757,-0.7698180065,2 0.4963288894,-0.6768692737,2 0.6664688331,0.2419127584,1 -0.4357951274,0.1586523452,1 0.7893794053,0.5042575658,2 0.1133629647,-0.4070857498,1 0.6932823891,0.6376298992,2 0.4602416186,-0.1641782629,1 0.7044473188,-0.1180532025,1 0.0518386601,0.6615049047,1 0.2601965913,-0.5475158789,1 0.4193301154,0.5759280557,1 -0.0897050803,0.6929763183,1 -0.7731894245,0.2044575955,2 0.0810566708,-0.2715054532,1 0.47412328,-0.0264661429,1 -0.7458942956,0.4528759196,2 -0.4896624819,-0.25854435,1 0.4619295397,-0.8852349897,2 0.8179910076,0.6928751655,2 -0.8345849044,-0.6535883723,2 0.913302083,0.9929102501,2 0.0977793057,0.6016110708,1 0.3748719874,-0.1466743741,1 0.1275161477,0.0102966204,1 0.1061436054,0.3000383461,1 0.776682274,0.1813307786,1 -0.2662488846,-0.9343205532,2 -0.9272773727,-0.5400460619,2 0.9978563911,-0.4764694255,2 0.7503935616,0.8387633753,2 0.9714390058,-0.8748081671,2 0.47741772,-0.9734949865,2 -0.7887027762,0.7027827078,2 -0.2144293366,-0.8451837511,2 0.0576646123,-0.0988878119,1 0.0276312917,0.455660237,1 0.0129855792,-0.6146061355,1 -0.8372247745,0.1353828507,2 0.453401899,-0.933162252,2 -0.9354344308,0.697125122,2 -0.3713115333,-0.2545104409,1 -0.8141066632,-0.7983267894,2 0.4193791677,-0.9679261949,2 0.0655122395,-0.7453919803,1 -0.7630732153,-0.3293733373,2 0.3687177654,0.4793688217,1 0.9127215846,0.7930068048,2 0.2055543121,-0.232197362,1 0.6869057519,-0.9744630773,2 -0.5002006376,-0.3022560012,1 0.535970035,-0.1049689208,1 -0.5568762487,-0.3248122274,1 -0.5996464049,-0.1346703451,1 -0.7833671635,-0.8514652587,2 -0.1865705568,-0.7836805563,2 -0.0189981447,0.4565244108,1 0.8389821365,0.5150989359,2 -0.7166612684,-0.6716145296,2 -0.13118036,-0.0452013318,1 0.5171286557,0.3908064077,1 0.1803147583,0.2711918717,1 0.573972872,0.6434517894,2 0.9080987256,-0.2794114454,2 -0.0393767073,-0.9258119301,2 0.5781240626,0.7964430437,2 0.1967740329,-0.4032855881,1 0.3220753218,0.3883221997,1 0.6548175565,0.6861019279,2 -0.641888543,0.2673602882,1 0.866956668,0.760573708,2 0.7254179595,-0.6204780326,2 0.096618196,0.8293918036,2 0.2887035855,0.5080211898,1 -0.3117868667,-0.1222575265,1 0.1898532268,-0.7654654831,1 0.6732921144,-0.4872433618,2 0.1213647416,0.4589166809,1 0.4717629002,0.8997156168,2 0.4140718351,0.0473034298,1 0.5721939551,-0.9355763514,2 0.5500833462,0.2670195624,1 0.8686108072,0.1901570158,2 0.1019544713,-0.6788226431,1 -0.516371123,0.0244755945,1 -0.9535291987,-0.0416913833,2 -0.3190564755,0.9771886882,2 0.7393213706,0.7582901446,2 -0.5418924601,0.0820284449,1 -0.5768385557,0.504329212,1 0.1229353491,-0.492433981,1 0.0785742709,0.0600617374,1 -0.9878092622,-0.1252358011,2 -0.1620482593,-0.7522727181,1 0.8104015011,-0.0684817424,2 0.5065272576,0.2997102672,1 0.7040315173,0.5317190578,2 0.7784593636,0.0025117029,1 -0.0109380339,0.1841835245,1 0.852265371,0.7645400036,2 -0.9572055601,-0.7926483508,2 0.4979077261,-0.1530258982,1 -0.1225245013,-0.0473642,1 -0.8055159613,0.4543585945,2 0.5025760126,0.7016876051,2 0.0266761533,-0.9520052257,2 0.9353883807,0.151799988,2 0.9246776574,0.6196126076,2 0.9361561867,-0.2190350317,2 -0.3667375478,0.6736413599,1 0.0052353824,0.2978359815,1 -0.4288280322,-0.5624638908,1 -0.6232978911,-0.7476033014,2 -0.3690782594,-0.0174953374,1 0.8598288172,-0.2197629688,2 0.2927475828,-0.1228603199,1 0.8304245095,0.7344522965,2 0.1631789668,0.3223157474,1 0.8173449836,0.7760807569,2 0.1261733943,-0.2135196836,1 0.6738356054,-0.7609037654,2 0.2361444086,-0.41739053,1 -0.9903432424,0.850601959,2 0.9295006259,-0.253178658,2 0.0617788956,-0.5889915363,1 0.5926800435,0.7446888369,2 -0.3770440486,0.6477353768,1 -0.1648784215,0.451840824,1 0.2925740788,-0.9984848695,2 0.8683873662,0.6684913966,2 0.420525765,-0.8885216736,2 -0.7030000081,0.9866906344,2 0.3111457941,0.2493411428,1 -0.6014459464,0.5238738894,1 -0.234013739,0.0782426475,1 -0.5119728548,-0.1423999025,1 -0.0896232547,0.0111192944,1 0.2946877768,-0.6083690193,1 -0.2369281109,0.4742460693,1 -0.4848038116,-0.8452543071,2 -0.2127609132,0.2908420283,1 0.2308339993,0.876782679,2 0.2904959624,-0.7708706376,2 0.5195069956,-0.1350737526,1 -0.5255273101,0.6868616161,2 -0.3001312558,0.5459764348,1 -0.7968624504,-0.0374887916,1 -0.2225840967,0.9443010404,2 -0.2781711672,-0.3525445177,1 -0.5991628151,0.1356655573,1 -0.6033554259,0.5526233637,2 0.2902779952,0.1419046572,1 0.3752068379,-0.2151309336,1 0.2459908994,0.1972341076,1 -0.4339802377,0.9434279101,2 -0.0139837419,0.7104594046,1 0.5277555701,0.7840209822,2 -0.0004561902,-0.4537846195,1 -0.5078015877,0.3263215525,1 -0.5348632657,-0.7271003011,2 0.1272882763,-0.5291579366,1 0.37399176,-0.4707952752,1 -0.4116770164,0.2048306852,1 -0.414787278,0.4652200188,1 -0.7545766658,-0.1886624154,1 0.728212419,0.2518448024,1 0.1811257661,0.4677459919,1 -0.586608029,0.7104263678,2 0.1565670576,0.1876501981,1 0.2319531483,0.1442652419,1 0.8836437445,0.8830868686,2 0.3952619475,0.3313262044,1 0.2924001794,-0.7420504279,1 -0.3687498346,0.0315109221,1 0.753105598,-0.5118744648,2 -0.2126136306,0.7363111498,1 0.6120160972,0.7448510183,2 0.9975221329,0.4445360121,2 -0.1928928648,0.9384728614,2 -0.8654358829,0.4452350372,2 -0.8770332546,0.9821748678,2 -0.1568612559,-0.9337334898,2 -0.1303278096,0.0007770457,1 0.8599990709,-0.794179468,2 -0.4386177869,0.3800656302,1 0.8591785138,-0.8708714475,2 0.3694625786,0.1930700131,1 0.2623001193,-0.2696508025,1 -0.1484216428,-0.3660469078,1 0.0855136067,0.5948518738,1 0.9627621844,0.8044031342,2 0.9684080682,0.8557396741,2 -0.8459558184,-0.0629791464,2 0.3942009769,0.6231746809,1 0.4587217681,0.399880114,1 0.2477791337,-0.8178886771,2 0.5174646201,0.121185449,1 0.6414962979,0.4665890746,1 0.7445455799,0.3808136382,2 0.4213692592,0.1825890532,1 -0.8190354463,-0.4604364503,2 0.4294999214,-0.3969099685,1 0.7002253188,0.4244312318,2 0.3322652355,-0.0756241144,1 0.3192673898,-0.0886899135,1 0.0516000856,0.580797316,1 0.181889175,0.4202825972,1 -0.5034259814,0.9439474661,2 -0.261422981,-0.1203187816,1 0.8613132974,0.2391766105,2 -0.9348222124,-0.8860808276,2 0.4170617894,-0.7921333625,2 -0.660890074,-0.2349518891,1 0.3103101645,0.3002427435,1 -0.8448811802,0.1611834285,2 -0.767679099,-0.699290724,2