a

iris/lct_gan/1/0/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179654584052471,3.054000000451044,4.9007103207038245,1.6655294931125995,Iris-versicolor
+1,6.180370597552297,3.057452497917156,1.51149330749041,0.26233287733314214,Iris-setosa
+2,6.407448855740278,3.0543754392399225,5.305693418852232,1.778036660487205,Iris-virginica
+3,6.201698299186219,3.0540030031413696,4.965672028915317,1.6984399284502902,Iris-virginica
+4,6.17937110406374,3.054000000058851,4.899515832324092,1.6654292649283609,Iris-versicolor
+5,6.180717843090238,3.0568206317942543,1.5132466675692406,1.6686906258669245,Iris-setosa
+6,5.109177083725041,3.071606356222013,1.5100674370133484,0.2616098814044904,Iris-setosa
+7,5.108948445171476,3.0540195094580618,1.5100230675694881,0.2615311432196466,Iris-setosa
+8,6.179366676416139,3.0540000363377264,1.5100226915359216,1.6654276417554934,Iris-versicolor
+9,5.10912914500764,3.078698209656709,1.5100343241963596,0.2615580534339002,Iris-setosa
+10,6.17980798254391,3.0547041135184654,1.5116708280401066,1.6669923937099762,Iris-setosa
+11,6.196768463387217,3.0582252735582296,5.011174200058028,1.748485994871614,Iris-virginica
+12,6.179366608726844,3.0540000004833074,4.8994918642524805,1.66542758960733,Iris-versicolor
+13,6.207665252181286,3.0540069949059783,4.986266765908093,1.715027957944009,Iris-virginica
+14,5.108948027143897,3.054003139961642,1.5100228083960578,0.26153097618008425,Iris-setosa
+15,6.182252015545654,3.058365259389667,4.920694854395236,1.6785084924971843,Iris-versicolor
+16,6.179366750204022,3.054000000101792,4.899492433942272,1.665427701512972,Iris-versicolor
+17,6.179367614897219,3.05400000056477,4.899497426158414,1.6654287424069367,Iris-versicolor
+18,6.214638529391335,3.054796669696304,5.048116462716461,1.7451734376001886,Iris-virginica
+19,6.187001363850914,3.071631145639597,4.967557310431759,1.7366453814240024,Iris-virginica
+20,6.18401561455139,3.0622849371283145,4.935507818563054,1.6904904660415163,Iris-versicolor
+21,6.179366811434352,3.054002131841219,1.5100227091452818,0.26153092248619075,Iris-setosa
+22,6.191307802831217,3.056462063446021,4.982558805877932,1.728810429935033,Iris-virginica
+23,5.109109325928505,3.074008619504626,1.5100433032952671,0.261573252776425,Iris-setosa
+24,6.308591595779377,3.0541838834397805,5.177228080087387,1.762408225813012,Iris-virginica
+25,6.179367395762996,3.0540000000532137,4.899495755452507,1.6654280806506443,Iris-versicolor
+26,6.179932310433811,3.05402057976623,4.904928152772729,1.6673559007292784,Iris-versicolor
+27,6.241067875665429,3.054073548990161,5.065345014178213,1.7326927767081228,Iris-virginica
+28,6.185852260959946,3.0748542029917103,4.9600815201139135,1.7291204797308597,Iris-virginica
+29,5.108948209926643,3.054005320769365,1.5100229662899232,0.26153105268257826,Iris-setosa
+30,5.109170378829613,3.0859543030448457,1.5100337418903598,0.26156269006007765,Iris-setosa
+31,6.191181822671785,3.0593473138688627,4.985977507642787,1.7345159726073784,Iris-virginica
+0,6.1793670274541,3.0540000000722736,4.899493864755476,1.665427919095118,Iris-versicolor
+1,6.179367555478749,3.0540000000342267,4.899495461966886,1.6654279344508292,Iris-versicolor
+2,6.280639957407667,3.054034732891447,5.109369226667873,1.7495693388093754,Iris-virginica
+3,6.179367485954765,3.054000000063359,4.89949640046179,1.6654281875277794,Iris-versicolor
+4,5.1091202314816195,3.074649427076109,1.5100428528345962,0.26157226209270235,Iris-setosa
+5,6.187043982374135,3.0787060354366074,4.97205392696891,1.747712394040415,Iris-virginica
+6,5.109094726317262,3.0729219469376963,1.5100323666175766,0.26155063211225216,Iris-setosa
+7,6.179366947368696,3.054000000073281,4.899493381233436,1.6654278550756338,Iris-versicolor
+8,6.179366881033929,3.0540000000823966,4.899493044677107,1.6654278070849668,Iris-versicolor
+9,6.179396757989409,3.0540000000314484,4.899577948187417,1.6654302874546507,Iris-versicolor
+10,5.1090314506105114,3.060553700663848,1.5100697859280092,0.26159478286300614,Iris-setosa
+11,5.1091893569496385,3.082656190007761,1.5100396694657752,0.26157492731865256,Iris-setosa
+12,6.179367197014097,3.054000000041535,4.899494280226327,1.6654278680097458,Iris-versicolor
+13,6.205542477431545,3.055472295176397,5.032923862708981,1.7509838680010013,Iris-virginica
+14,5.109359252032314,3.061405155095768,1.5104423524803798,0.26192431209687106,Iris-setosa
+15,6.179373680614976,3.0540000005500665,4.8995459589073995,1.6654330608794976,Iris-versicolor
+16,6.17996898219851,3.0582515022367125,1.5109982235443875,0.2622151769078556,Iris-setosa
+17,6.216791575632623,3.056535791155227,5.0759411242536245,1.7723725012896598,Iris-virginica
+18,6.188337918526202,3.0658435910011836,4.976203922605256,1.7416399335522361,Iris-virginica
+19,5.10895492140998,3.0544401030718067,1.5100251499606283,0.2615330882722725,Iris-setosa
+20,6.182861533805754,3.057990722731545,4.921193413115082,1.677032802451511,Iris-versicolor
+21,5.109035937023911,3.065045671359514,1.5100323427468114,0.2615477935013365,Iris-setosa
+22,6.1795926146639015,3.05400000290692,4.900869665798353,1.665603653728534,Iris-versicolor
+23,6.17936730818922,3.0540000000410625,4.899494816364092,1.6654279219469512,Iris-versicolor
+24,6.179367961406605,3.0540000000495526,4.899499216477801,1.6654283441394941,Iris-versicolor
+25,6.179366808878867,3.054000000072763,4.899492743351808,1.6654277496132637,Iris-versicolor
+26,6.179366737745445,3.054000000222933,4.899492358716004,1.6654276959178598,Iris-versicolor
+27,6.231729035467448,3.0545731478703453,5.087613848389661,1.7622954750938267,Iris-virginica
+28,6.179382367048168,3.054000000042021,4.899554390620352,1.6654300565638915,Iris-versicolor
+29,5.1091352694881955,3.0787832596723956,1.5100373483219234,0.2615655463666704,Iris-setosa
+30,6.179367211437998,3.054000000055048,4.899494667943041,1.6654279715133602,Iris-versicolor
+31,6.187103427998231,3.0603374319923837,4.96419421409096,1.7223248394316302,Iris-virginica
+0,6.179367246793,3.0540000000405403,4.8994945071475895,1.6654278865263004,Iris-versicolor
+1,6.179366919603425,3.0540000000474246,4.89949316036865,1.6654277644769833,Iris-versicolor
+2,6.181659294582046,3.057185222016528,1.5173949529815156,1.672646585608382,Iris-setosa
+3,6.1846664223381485,3.054000065170612,4.914906202806618,1.6689652141047935,Iris-virginica
+4,5.108989876974827,3.058751639764363,1.510028510215524,0.2615390151693437,Iris-setosa
+5,6.179366925206343,3.0540000000580836,4.899493268413071,1.665427812590368,Iris-versicolor
+6,6.179368917995115,3.054000000092918,4.899507222698549,1.6654291588139185,Iris-versicolor
+7,6.179367129783687,3.054000002184078,4.899494643316377,1.665428336707821,Iris-versicolor
+8,6.289690494764644,3.055021384617628,5.2085343840768905,1.7879051901855898,Iris-virginica
+9,6.179366779041911,3.054000000098776,4.899492550338297,1.6654277245995337,Iris-versicolor
+10,6.179369878041943,3.054000000031992,4.899504227782928,1.665428389411874,Iris-versicolor
+11,6.17991556390063,3.059636771130412,1.5104286840635923,0.2618883170274251,Iris-setosa
+12,5.109153043696055,3.0808712134893255,1.5100381218973105,0.2615683064810035,Iris-setosa
+13,6.180642611165658,3.0540000023396012,4.90336750434539,1.6658331070156027,Iris-versicolor
+14,6.179779219920985,3.054572275902018,1.5118889001868037,1.6674215028680208,Iris-setosa
+15,6.179368240310866,3.054000000030625,4.899497892090606,1.6654280873222633,Iris-versicolor
+16,6.17936710476679,3.0540000000627483,4.899494324695505,1.66542795555785,Iris-versicolor
+17,5.108948221533497,3.0540115980690743,1.5100229350182064,0.26153105788732856,Iris-setosa
+18,6.184722965608046,3.060581979564651,4.9443232856241295,1.7002120312231368,Iris-versicolor
+19,6.179868058068802,3.0569428240786176,1.5108187404324294,0.2620411786945033,Iris-setosa
+20,5.109125380208767,3.0732286302525096,1.5100456237541708,0.2615760476053799,Iris-setosa
+21,6.1793694958584116,3.0540000000398764,4.899504954434782,1.665428544680463,Iris-versicolor
+22,5.109141050321434,3.079351466673976,1.5100331005963958,0.2615549668909869,Iris-setosa
+23,6.179752345998258,3.0550358736200685,1.5112907022168525,1.6667803186953052,Iris-setosa
+24,6.179461113438799,3.0544584555600367,1.5101789759514697,0.2616165227570486,Iris-setosa
+25,6.179366811606199,3.0540001563397374,1.5100228002839025,1.665427738786463,Iris-setosa
+26,6.181716830634161,3.0540000066561372,4.906023408282869,1.6662685894579679,Iris-virginica
+27,6.179366691172247,3.0540000002783225,4.899492166441327,1.66542765882562,Iris-versicolor
+28,6.186256984248449,3.072507103327328,4.961763133945238,1.728772074201057,Iris-virginica
+29,5.109079398609273,3.0702525590861383,1.51003669968237,0.2615580875417964,Iris-setosa
+30,6.179366833712427,3.054000017266552,4.899492445556273,1.6654277978663676,Iris-versicolor
+31,5.109146405544429,3.0767747018618943,1.5100409798069083,0.2615713923690616,Iris-setosa
+0,6.179366677171274,3.054000000715628,4.89949210725949,1.665427656713255,Iris-versicolor
+1,6.179368350990679,3.0540000000301637,4.899498171693051,1.665428094890096,Iris-versicolor
+2,5.108955281625549,3.0544845097643583,1.5100254093097465,0.26153335921517706,Iris-setosa
+3,6.17936700572076,3.0540000007160293,4.899494032915987,1.6654281232529027,Iris-versicolor
+4,6.196504531118726,3.055748477610651,5.001306007006493,1.7351320460867719,Iris-virginica
+5,6.185302005837462,3.066720330300958,4.951529922426819,1.7121672061616553,Iris-versicolor
+6,6.179424893271489,3.054295042396781,1.5101667306778235,0.26161041129762425,Iris-setosa
+7,6.221695275603087,3.0554046193258335,5.077394994727025,1.7651675026006295,Iris-virginica
+8,6.179366992506623,3.0540010722715256,1.5100228727032228,0.26153097639878714,Iris-setosa
+9,6.180352412173361,3.054000758456349,4.906252121702806,1.667132790712683,Iris-versicolor
+10,6.179429501425456,3.054000000039647,4.8996824187326355,1.6654326584513974,Iris-versicolor
+11,6.184949734078094,3.066608620955457,4.948178745107415,1.707280295439966,Iris-versicolor
+12,6.180112976666696,3.056721410129936,1.5120064812387242,1.6677088048440973,Iris-setosa
+13,6.17936676297838,3.054000000068757,4.899492519852676,1.6654277030768652,Iris-versicolor
+14,6.179366730833042,3.0540000001577625,4.899492348826522,1.6654276931313932,Iris-versicolor
+15,6.285812665106282,3.0540533816851494,5.121878195848581,1.748679417917976,Iris-virginica
+16,5.109222444274088,3.073744189927565,1.5100700868251176,0.26161790678564256,Iris-setosa
+17,6.179366906541158,3.054000013634915,4.899492729781227,1.6654278765249204,Iris-versicolor
+18,5.10894815379186,3.054010313065684,1.5100229003648082,0.26153103970233316,Iris-setosa
+19,6.184353747181686,3.061183083900708,4.942603203870393,1.6996821243764677,Iris-versicolor
+20,6.179366641162507,3.05400000026546,4.899491976674374,1.6654276125413907,Iris-versicolor
+21,6.179367976919508,3.0540000000506504,4.8994987996077155,1.6654283363562457,Iris-versicolor
+22,6.179383432801286,3.0540013781018502,4.899638273363036,1.6654718627313163,Iris-versicolor
+23,6.179367280999088,3.05400000004766,4.899494830110627,1.665427961463889,Iris-versicolor

iris/lct_gan/1/0/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa

iris/lct_gan/1/0/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/lct_gan/1/0/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa

iris/lct_gan/1/1/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179395073840301,3.0540000056793812,4.899717317013958,1.6654533867183896,Iris-versicolor
+1,6.268967415280338,3.054403689992429,5.146643420939987,1.7696806830896306,Iris-virginica
+2,6.1828649482375795,3.0583238705768787,4.924655313515719,1.6804791643338661,Iris-versicolor
+3,6.182553407390577,3.0588904700818063,4.922342469937173,1.6793227989872825,Iris-versicolor
+4,5.109156648373854,3.0659219365403456,1.5101003259666972,0.2616488167770208,Iris-setosa
+5,6.179368050146742,3.054000000073117,4.899500743590509,1.665428589624168,Iris-versicolor
+6,6.1793701274813895,3.0540131532687576,1.5100265863900444,0.26153265161780404,Iris-setosa
+7,6.179366902755356,3.0540000000898386,4.899493259675303,1.6654278570810623,Iris-versicolor
+8,6.185191754374139,3.061959414628895,4.949388019251924,1.7075995296004696,Iris-versicolor
+9,6.179690227783861,3.0540000033903754,4.9012165174894955,1.665627638679555,Iris-versicolor
+10,6.179368572819065,3.0540000001237906,4.899505417404767,1.6654291465702125,Iris-versicolor
+11,6.188809634396333,3.055120559896371,4.96289855518173,1.705274404093303,Iris-virginica
+12,6.179366917804479,3.054000001037137,4.899493172388088,1.6654279188699443,Iris-versicolor
+13,6.184620858932839,3.065436125615311,4.944310003356844,1.7021587152284878,Iris-versicolor
+14,6.182275197254487,3.0579966162151417,4.918358657414066,1.6760122123575143,Iris-versicolor
+15,6.1793670459785215,3.054000101667236,1.5100231879233803,1.6654279516137036,Iris-versicolor
+16,6.179369862681207,3.0540000000770378,4.899512167278631,1.665429260479055,Iris-versicolor
+17,5.109103134422311,3.0720764069182227,1.510047399626436,0.2615795650357693,Iris-setosa
+18,6.17936737338954,3.0540000000496255,4.899495264045179,1.6654280126660546,Iris-versicolor
+19,6.179366841767,3.0540000000504572,4.899492863417864,1.6654277361674952,Iris-versicolor
+20,6.17961980118405,3.0540000003263668,4.900548670441792,1.665509592224141,Iris-versicolor
+21,6.179372355111114,3.05400000004646,4.899520223067211,1.6654291921621065,Iris-versicolor
+22,5.109108877797031,3.0752855031176356,1.5100331335203199,0.2615536814305083,Iris-setosa
+23,6.186538546767475,3.0781467537844933,4.967506851573605,1.7417453302543762,Iris-virginica
+24,6.1793681894347054,3.054000000028741,4.899497315281174,1.665428024863561,Iris-versicolor
+25,6.179367020239256,3.054000000682238,4.899494055816891,1.6654281319730384,Iris-versicolor
+26,6.179485387419406,3.0540000002096632,4.900093442070418,1.6654727204359432,Iris-versicolor
+27,6.209805565153997,3.054007229691292,4.988238425935835,1.7096747457715218,Iris-virginica
+28,6.213780941242835,3.057193921978382,5.070920877466443,1.7729292336590197,Iris-virginica
+29,6.179366912836742,3.054000000059793,4.8994932395986295,1.665427813730275,Iris-versicolor
+30,6.1857463316548875,3.069418658726954,4.9560059089264135,1.7191705272953954,Iris-virginica
+31,6.206406658100176,3.0540062308300224,4.9835327450108045,1.7159816277879565,Iris-virginica
+0,6.181820735681373,3.0540006582403887,4.912230023713252,1.6688101765641046,Iris-virginica
+1,5.10902085151522,3.0626278104491402,1.510031651006732,0.2615458229455663,Iris-setosa
+2,6.1793677894733765,3.054000000051124,4.8994981940708655,1.6654283043306723,Iris-versicolor
+3,6.179529577796971,3.0540000022522866,4.900623687267888,1.6655906951639976,Iris-versicolor
+4,6.185516008271542,3.064001647763615,4.95207373872148,1.7113940066366213,Iris-versicolor
+5,5.109093519791711,3.0704163128463002,1.5100392720373792,0.2615624617620703,Iris-setosa
+6,6.17936708551451,3.0540000000488594,4.899493919008601,1.6654278634067068,Iris-versicolor
+7,6.179366826636856,3.054000000380564,4.899492758374199,1.6654277888152669,Iris-versicolor
+8,6.17955924793936,3.054759902637631,1.5104821323519932,1.665955145688658,Iris-setosa
+9,6.196171131982024,3.0540914603500573,4.9743299660351665,1.6997409793513905,Iris-virginica
+10,6.263516410646906,3.054049385557744,5.094117944552956,1.745177692098071,Iris-virginica
+11,6.179370218153745,3.054000000037348,4.899507242353469,1.6654286032034822,Iris-versicolor
+12,6.179366858735919,3.054000000069534,4.899492952701544,1.6654277823259822,Iris-versicolor
+13,6.1793678194385215,3.0540069016411624,1.5100234480129588,0.261531275579283,Iris-setosa
+14,5.109143197217211,3.073224476680788,1.5100483191085945,0.26158043727382096,Iris-setosa
+15,5.109006466867704,3.0605415422095716,1.5100337009062914,0.2615483838351325,Iris-setosa
+16,6.179370837415422,3.0540000000535614,4.899514331151786,1.66542908113208,Iris-versicolor
+17,6.17945342005199,3.054000001777073,4.90015908589706,1.665514824466108,Iris-versicolor
+18,6.184922525988985,3.0651319771061862,4.947587721733785,1.7060131989556304,Iris-versicolor
+19,6.1896375945490645,3.0557159606177713,4.969096840272985,1.7118373227058388,Iris-virginica
+20,5.109025648210441,3.0627463466244413,1.510039702637753,0.2615595154384011,Iris-setosa
+21,6.179386644574752,3.054002544849752,4.899625105281762,1.6654771059210092,Iris-versicolor
+22,5.109054695235277,3.068268851869859,1.510033463503722,0.2615509764713239,Iris-setosa
+23,5.109002296321594,3.0604870849400205,1.5100290236686256,0.26154039909876137,Iris-setosa
+24,6.183286939940963,3.0540224126992332,4.922585138648884,1.6733715509056033,Iris-versicolor
+25,5.109163650721176,3.0726641550258322,1.510059150909992,0.2615996552895863,Iris-setosa
+26,5.108948487627623,3.0540266985745523,1.510023099055301,0.26153117172515294,Iris-setosa
+27,6.1827588794968165,3.0590210326986393,4.921916594735522,1.678090480739279,Iris-versicolor
+28,6.187357914892067,3.0739163764042683,4.9722348196928925,1.7449920211122676,Iris-virginica
+29,6.179367017763855,3.054000000047813,4.899493615342087,1.6654278235860112,Iris-versicolor
+30,5.108975592609555,3.0566642425743407,1.5100415187171181,0.2615546671875024,Iris-setosa
+31,5.109047713526009,3.0671359877215996,1.5100320378560388,0.26154785760422933,Iris-setosa
+0,6.179366989008007,3.054000000047755,4.899493459979639,1.6654278042643234,Iris-versicolor
+1,6.179693939823769,3.0586619680951803,1.510354428098403,0.2618610743480772,Iris-setosa
+2,5.109044335341577,3.0638282900762808,1.5100391060494625,0.2615584213575524,Iris-setosa
+3,5.109042744366595,3.0591643603039143,1.510081879920921,0.2616024445121633,Iris-setosa
+4,5.1090509155439525,3.0670658213379145,1.5100328326408152,0.2615492059322725,Iris-setosa
+5,5.109124851741326,3.0739563134793433,1.5100433019189694,0.26157291879440286,Iris-setosa
+6,6.181302514866336,3.0540001762643083,4.909162933079567,1.6679268786518426,Iris-virginica
+7,5.1089490863113705,3.05403056495944,1.510023458869008,0.2615314034015353,Iris-setosa
+8,5.108973101456352,3.055541725729898,1.5100428208036651,0.2615516540992236,Iris-setosa
+9,6.179367514963418,3.05400000450193,4.899498137074806,1.665429306285419,Iris-versicolor
+10,5.10915636425791,3.0816869459970073,1.5100362173812092,0.261564815361503,Iris-setosa
+11,6.1833293343212885,3.054001490693072,4.919038624765169,1.6718403268566575,Iris-virginica
+12,6.2119556330486265,3.054007481427843,4.994421071219897,1.718801244057043,Iris-virginica
+13,6.182207414072413,3.0540004085977843,4.913296497069221,1.6695406740951997,Iris-virginica
+14,6.179367181621319,3.0540006120363015,1.510023220701773,1.6654280843234675,Iris-setosa
+15,5.10916629682473,3.085279998044367,1.5100339262078426,0.26156249111533797,Iris-setosa
+16,6.190164298283802,3.0603505451241917,4.983163924463643,1.73696900385111,Iris-virginica
+17,5.109036418373559,3.0651304428605077,1.510030457783741,0.26154389618634155,Iris-setosa
+18,5.109131473982049,3.076473814228553,1.5100376973878546,0.2615640843184152,Iris-setosa
+19,6.1793673112957155,3.05400000020446,4.899495388110176,1.6654282417847481,Iris-versicolor
+20,6.179368375641115,3.05400000002664,4.89949745170416,1.66542800504097,Iris-versicolor
+21,6.179387987441355,3.0540000001663783,4.899637551605828,1.6654385230798667,Iris-versicolor
+22,6.184308740124838,3.0611470516660244,4.939158459731666,1.694028842859858,Iris-versicolor
+23,6.186546265230923,3.054000506420888,4.924945375345689,1.6735319697825226,Iris-virginica
+24,6.181318572107824,3.0546649650987963,4.91753050273347,1.6753272292261667,Iris-versicolor
+25,6.18257304690962,3.058836253896505,4.924617506892632,1.6818831470037094,Iris-versicolor
+26,6.220670216806787,3.055112687026561,5.072214247623401,1.763334570948551,Iris-virginica
+27,6.179370856526555,3.0540096484740844,1.5100284032411768,0.2615334628547746,Iris-setosa
+28,5.108950467696118,3.054159556481858,1.5100238852864767,0.26153177104739356,Iris-setosa
+29,6.193902479597754,3.0598606591106225,5.000939925457952,1.7429840677696986,Iris-virginica
+30,6.210909483207595,3.0541018133451625,5.013238767169125,1.7175261703891782,Iris-virginica
+31,6.1793741282737145,3.054000000038437,4.899524049745907,1.6654290743003055,Iris-versicolor
+0,5.109079139435783,3.066875366390239,1.510053937215447,0.2615861908643197,Iris-setosa
+1,6.17937117760484,3.0540000005834558,4.899526530555777,1.6654317187129044,Iris-versicolor
+2,6.180217044766535,3.0542002537747615,4.907625322257067,1.66929763549584,Iris-versicolor
+3,6.181105849693515,3.05400000372421,4.904474539347459,1.6659987057090282,Iris-virginica
+4,6.179407178907454,3.0542550423087627,1.5100781776222134,0.2615660666805405,Iris-setosa
+5,5.109151084195355,3.082310033272391,1.5100341562632222,0.26156061952147136,Iris-setosa
+6,5.108951308367987,3.0541361867672636,1.5100250461667692,0.26153267525621976,Iris-setosa
+7,5.108972821795334,3.056033774659594,1.5100308178824595,0.26154066770318357,Iris-setosa
+8,6.179489760308301,3.0540000001791134,4.90008486843411,1.6654685897117254,Iris-versicolor
+9,6.183036934859273,3.05607250228864,4.930019384360937,1.6844245585893778,Iris-versicolor
+10,6.1793667695236625,3.054000000061924,4.89949254869269,1.665427702310364,Iris-versicolor
+11,6.17936743733584,3.0540002527418366,1.5100237250721091,1.665428390788803,Iris-versicolor
+12,6.188225380665908,3.0674090552789206,4.976586025419702,1.743838908629479,Iris-virginica
+13,6.179366675869617,3.0540000001378456,4.89949210181933,1.6654276359488858,Iris-versicolor
+14,5.109191526315402,3.0750706572054773,1.5100577105919344,0.26159832758729645,Iris-setosa
+15,6.179366681464109,3.0540000020449924,4.899492086817311,1.6654276618749966,Iris-versicolor
+16,6.179613190820507,3.0540000423732887,4.901599021695435,1.6659186651637756,Iris-versicolor
+17,5.109031096810706,3.0647198727602687,1.5100308582279895,0.2615447607090605,Iris-setosa
+18,6.187448778169205,3.0593708089175844,4.966159445601391,1.7226235678258832,Iris-virginica
+19,6.179385062744763,3.0540000000562437,4.8995799171663394,1.6654311970263598,Iris-versicolor
+20,6.1793668303868285,3.0540000000525183,4.899492816329417,1.6654277351696474,Iris-versicolor
+21,6.17947387769914,3.0540000000423144,4.899785553860912,1.6654351682072257,Iris-versicolor
+22,6.180594838140161,3.0540000049855016,4.903895951293338,1.6660279613465045,Iris-virginica
+23,5.1090051457567505,3.058470317788201,1.5100368633273797,0.26154996631987704,Iris-setosa

iris/lct_gan/1/1/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa

iris/lct_gan/1/1/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/lct_gan/1/1/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa

iris/lct_gan/1/10/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366643264394,3.054000000632418,4.899491980844736,1.665427622297982,Iris-versicolor
+1,6.17936936730727,3.054000000031031,4.89950198665498,1.6654282761225945,Iris-versicolor
+2,6.179366733680202,3.054000000231731,4.8994923631169485,1.6654277013629724,Iris-versicolor
+3,6.1793693322343906,3.0540000041500233,4.899513024215698,1.6654321514818338,Iris-versicolor
+4,5.109010315198817,3.059462245049793,1.5100370895203237,0.26155224946184136,Iris-setosa
+5,6.202476273730259,3.054003633203983,4.969113743271323,1.7014495909211773,Iris-virginica
+6,6.1793666270169405,3.0540000071017794,4.899491824824179,1.6654276042939302,Iris-versicolor
+7,5.109090316063537,3.0711040348493857,1.5100385417817657,0.261562297496949,Iris-setosa
+8,6.187134225859564,3.0638002454176037,4.964694706681408,1.725268991118024,Iris-virginica
+9,6.179931521184147,3.0565928892833876,1.5109932517677889,0.26208244928968144,Iris-setosa
+10,5.108958154937468,3.054748661128585,1.5100263872697586,0.26153461619218604,Iris-setosa
+11,6.189551017525498,3.054819503071391,4.96731048788481,1.7108993690553724,Iris-virginica
+12,5.10925126622114,3.064058720736908,1.5101895602833193,0.2617378965441197,Iris-setosa
+13,5.109022322376978,3.06072758076747,1.5100512589335173,0.261573784822268,Iris-setosa
+14,6.179366660180909,3.0540000002158085,4.899492049892296,1.6654276291964423,Iris-versicolor
+15,6.188701607281093,3.0664578132987823,4.9798464906067,1.7464233333844967,Iris-virginica
+16,6.179366680042625,3.054000000067198,4.899492160575596,1.6654276342764631,Iris-versicolor
+17,6.180063038553291,3.0540000013656146,4.902028237005849,1.6656802015923433,Iris-versicolor
+18,5.109063456294622,3.063392146531548,1.5100642711699197,0.261595244756202,Iris-setosa
+19,6.202476634868734,3.056627784920538,5.028545266995963,1.753775640800051,Iris-virginica
+20,5.109194596812182,3.072467578389602,1.5100576905523981,0.2615939807659337,Iris-setosa
+21,6.183011291238774,3.0603586272824996,4.927853768211682,1.6846398006193197,Iris-versicolor
+22,5.10941444961871,3.062591368491975,1.5103416176720685,0.26185031784999163,Iris-setosa
+23,6.179367981612187,3.054000000142751,4.899500761469859,1.6654288283820122,Iris-versicolor
+24,6.183466361623035,3.0604453234327154,4.929377423742408,1.6840188755767735,Iris-versicolor
+25,6.179367383096083,3.05400000003978,4.89949514790192,1.6654279468226296,Iris-versicolor
+26,6.179523307384212,3.054000496143454,4.900605836680772,1.6656390796139828,Iris-versicolor
+27,6.18119447886207,3.0570959524227477,1.515978338126396,1.6715253847145313,Iris-setosa
+28,6.17936891930675,3.0540000000752765,4.8995056221676805,1.6654289297121017,Iris-versicolor
+29,6.179366715982956,3.054000000194904,4.899492264781952,1.66542767767065,Iris-versicolor
+30,6.185680612818426,3.0623709547008247,4.954035593384296,1.713438779004192,Iris-virginica
+31,5.1091525825232775,3.082726272676047,1.5100338101195232,0.26156000672278507,Iris-setosa
+0,6.179368984954039,3.0540000000289256,4.8995000229485655,1.6654281625080258,Iris-versicolor
+1,6.179367070208071,3.0540000080697642,4.899493687361587,1.6654281080448514,Iris-versicolor
+2,5.109168303981273,3.0863577307726264,1.510033712106315,0.2615633982459454,Iris-setosa
+3,6.179375011006576,3.054000006442742,4.899584695745255,1.665441772605338,Iris-versicolor
+4,6.179366983907548,3.054000000046928,4.899493434430839,1.6654277985830597,Iris-versicolor
+5,6.1793667355612305,3.0540000091584845,4.899492136232996,1.665427693737639,Iris-versicolor
+6,5.109007860275905,3.05991174160315,1.5100321898833347,0.2615454016694404,Iris-setosa
+7,5.109052250208639,3.0675318778436433,1.510032529424005,0.26154903604327157,Iris-setosa
+8,6.17936670138693,3.0540000000628162,4.899492255253825,1.6654276478844157,Iris-versicolor
+9,6.179403988934434,3.054000000111978,4.89968993386743,1.6654387088463043,Iris-versicolor
+10,6.179367395551851,3.0540000000561207,4.89949576172921,1.6654280995579043,Iris-versicolor
+11,6.179489997654015,3.054000988533527,4.900530843207298,1.6656820433592563,Iris-versicolor
+12,6.211716905178164,3.0540082548449012,4.995338379367586,1.718608095073428,Iris-virginica
+13,6.1793879302958645,3.054000000185888,4.899639254112047,1.6654386777459684,Iris-versicolor
+14,6.181491156211513,3.054000051034396,4.908240360332645,1.667284688868683,Iris-virginica
+15,6.179367075194489,3.0540000000468166,4.899493877808309,1.6654278497839308,Iris-versicolor
+16,5.1091625162814935,3.083508322614909,1.5100340804004069,0.2615612051516855,Iris-setosa
+17,6.220290932168297,3.055692153849931,5.07802462672505,1.7693737980660018,Iris-virginica
+18,6.232947296376541,3.0547809277299134,5.094178240043143,1.7640967720745346,Iris-virginica
+19,6.179593508294263,3.0540000005429224,4.900594965889157,1.6655318946345758,Iris-versicolor
+20,6.1795013943006385,3.0540000015679474,4.900387481369597,1.6655334261819332,Iris-versicolor
+21,6.179370426068518,3.0540000002058094,4.899519915767116,1.6654303733364306,Iris-versicolor
+22,6.179370491901506,3.0540000000459147,4.899511346903316,1.6654288859185093,Iris-versicolor
+23,6.1793680866024046,3.054000024804341,4.899499357038564,1.665429758232185,Iris-versicolor
+24,6.217303092727555,3.054017211887929,5.008546087107411,1.7140411526088861,Iris-virginica
+25,6.179913585874434,3.0540000001818517,4.900929881166576,1.6654970062518855,Iris-versicolor
+26,6.17936725481617,3.054000000049773,4.8994948933669775,1.6654279816237172,Iris-versicolor
+27,5.109161451378349,3.071755617558672,1.510058859243681,0.2615978819648476,Iris-setosa
+28,5.109294946004932,3.058695118588243,1.5103611951562665,0.26180003576955,Iris-setosa
+29,6.187664989264852,3.0582431524306144,4.9661724714783935,1.720214021204679,Iris-virginica
+30,5.108957604490049,3.054856793602857,1.5100255998519763,0.2615337006098984,Iris-setosa
+31,6.179366832796763,3.0540000000533944,4.8994928512021465,1.6654277429317375,Iris-versicolor
+0,6.198418061677819,3.05872200330567,5.019507221903129,1.751850930754238,Iris-virginica
+1,6.18735317338092,3.0554392811233355,4.958235616392711,1.7058729734460563,Iris-virginica
+2,5.10912820490644,3.0676796113742704,1.5100630515012063,0.2615991799142476,Iris-setosa
+3,6.179409091935369,3.0540000017198308,4.8998358339347226,1.6654680616560003,Iris-versicolor
+4,6.179366789740117,3.0540000000524787,4.8994926404291315,1.6654277040141507,Iris-versicolor
+5,5.108979002109771,3.0569099539113984,1.5100319735653276,0.261543135418075,Iris-setosa
+6,6.188353823957067,3.068692284358186,4.978388592929849,1.7479880228602764,Iris-virginica
+7,6.17936795759391,3.0540008760677844,1.5100245495127027,1.665429067511445,Iris-setosa
+8,6.179445486351013,3.05438308491097,1.5102481384497288,1.6657026333681944,Iris-setosa
+9,6.18805074023416,3.071862927820945,4.977212411891964,1.748825865304438,Iris-virginica
+10,6.184091836382327,3.054000165731936,4.9164929928808965,1.6701164407748703,Iris-virginica
+11,6.181904810879804,3.054368181934875,4.921863495370136,1.6776743156422642,Iris-versicolor
+12,5.108977291457128,3.056732307621014,1.5100287006927398,0.26153881305971327,Iris-setosa
+13,6.186593936904092,3.0725733705053115,4.964768146863606,1.7338755140688038,Iris-virginica
+14,5.109107435964344,3.068372871472985,1.5100618499516136,0.26160049487529985,Iris-setosa
+15,6.184718069671855,3.0560654037862705,4.942495357363054,1.6939602782333263,Iris-versicolor
+16,5.109440404118748,3.0643717954004552,1.5102493279039044,0.2617857293199997,Iris-setosa
+17,5.108956642017345,3.0545083440516234,1.51002560768027,0.26153361931468466,Iris-setosa
+18,5.108990349702866,3.057994495156714,1.510033267322072,0.261545571489893,Iris-setosa
+19,6.179367054191646,3.054000000071175,4.899494035346517,1.6654279388415392,Iris-versicolor
+20,5.109162395053738,3.082850367875827,1.510037767774285,0.2615698535554337,Iris-setosa
+21,6.189162907304063,3.0545682013165805,4.9601901295386766,1.6990036461570472,Iris-virginica
+22,6.180974399994263,3.057423587528559,1.5154675395480237,1.6714067767197915,Iris-setosa
+23,6.179372609871312,3.0540000000470022,4.8995201621024576,1.6654291719802237,Iris-versicolor
+24,6.190619299298801,3.054000496959317,4.932673614726485,1.6768111949880045,Iris-virginica
+25,5.108985849892664,3.0575471743987763,1.5100315957219694,0.26154328007983396,Iris-setosa
+26,6.179370389287925,3.0540000011558828,4.899516341229855,1.6654314228710012,Iris-versicolor
+27,6.190212341553125,3.0572322728881316,4.977586810491111,1.7247703013233011,Iris-virginica
+28,6.181331959678447,3.0540001134705617,4.908740440978952,1.6675952107294347,Iris-virginica
+29,6.179368560059813,3.0540000000374072,4.899500386918766,1.6654283102733523,Iris-versicolor
+30,6.17936721882518,3.0540000000587844,4.899494877254035,1.6654280082978967,Iris-versicolor
+31,6.179369671266894,3.0540000001597836,4.899514029299008,1.6654298533270133,Iris-versicolor
+0,6.17960135242414,3.054000000120158,4.900289466315677,1.6654675769992786,Iris-versicolor
+1,6.223694039025551,3.056107595542429,5.093070971710284,1.7767642785070341,Iris-virginica
+2,6.183723091688775,3.0605046804679774,4.936580364772986,1.6930909316238643,Iris-versicolor
+3,6.179366870276385,3.0540000000493,4.899492978368091,1.6654277480188278,Iris-versicolor
+4,6.179374415747518,3.0540000202161584,4.899576353253483,1.6654428783081392,Iris-versicolor
+5,6.179367549139804,3.0540000000736307,4.899496673728753,1.6654282460590628,Iris-versicolor
+6,6.179366693458226,3.0540001576759668,1.5100226733487863,1.6654276528429262,Iris-setosa
+7,5.109165156799578,3.084722276396516,1.5100341070605756,0.26156263113185413,Iris-setosa
+8,6.179366693835985,3.054000016891618,1.510022749565703,1.6654276688163585,Iris-versicolor
+9,5.109131024543882,3.078445218500997,1.5100370542166845,0.26156389509586986,Iris-setosa
+10,6.179366776367174,3.05400000005248,4.899492585489938,1.6654276944831812,Iris-versicolor
+11,6.179839528042063,3.054000000420509,4.901107007865164,1.6655429323128943,Iris-versicolor
+12,6.179688960836187,3.0540000031832872,4.901302508288662,1.6656625054535497,Iris-versicolor
+13,5.109173796419791,3.085105129455072,1.5100365328494705,0.26157052959942956,Iris-setosa
+14,6.179412841712788,3.054000001969541,4.899882048893713,1.6654779970550717,Iris-versicolor
+15,6.179367245915655,3.054000000040396,4.899494424787082,1.6654278771969313,Iris-versicolor
+16,6.195946607032469,3.0540014161705975,4.948763286809652,1.6879678326479965,Iris-virginica
+17,6.179366809261477,3.0540000000624863,4.899492714371624,1.6654277336199175,Iris-versicolor
+18,6.179366747358799,3.0540000000633802,4.899492459954906,1.6654276881741648,Iris-versicolor
+19,6.179366919637977,3.054000038643327,1.5100231346582549,1.665427901143713,Iris-versicolor
+20,6.180279140714793,3.055437267727741,1.5135088558090277,1.6692327389055386,Iris-setosa
+21,6.179395706510749,3.054000060818611,4.899729641579509,1.6654640295537158,Iris-versicolor
+22,6.184850791896211,3.0635647274365736,4.946467227414436,1.7038028600623414,Iris-versicolor
+23,5.109152707773596,3.0771412754951606,1.510040828097281,0.26157144848534536,Iris-setosa

iris/lct_gan/1/10/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa

iris/lct_gan/1/10/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/lct_gan/1/10/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa

iris/lct_gan/1/11/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179753351765427,3.0540380336848605,4.902773534437713,1.6665868647557094,Iris-versicolor
+1,6.180176626538739,3.0577175569696213,1.511137403689144,0.26222139738536865,Iris-setosa
+2,6.180963167925344,3.056530039545083,1.5145453009017855,1.6695578466548557,Iris-setosa
+3,6.179367827649858,3.0540000000398306,4.8994972931323675,1.6654281456988176,Iris-versicolor
+4,6.179379837669502,3.054000004503811,4.899605692059878,1.665441460415128,Iris-versicolor
+5,6.179367217043937,3.0540000000408223,4.899494302286585,1.6654278661139916,Iris-versicolor
+6,5.1089754715419335,3.0566747941356813,1.5100338560734667,0.2615454199251719,Iris-setosa
+7,6.1897323243783005,3.066173935185605,4.987173674615813,1.7518641705950406,Iris-virginica
+8,6.20931093651165,3.0547904302829694,5.035036068385131,1.7420817749028623,Iris-virginica
+9,6.179366711064197,3.054000422243661,1.5100226618202666,0.2615308907694586,Iris-setosa
+10,6.179366943128945,3.054000000048453,4.899493296813581,1.6654277863798281,Iris-versicolor
+11,6.239204027442371,3.0544720377295036,5.098658779033595,1.7621565709582114,Iris-virginica
+12,6.179371287391054,3.0540000000856122,4.899523107393759,1.665429751646344,Iris-versicolor
+13,6.179366638940878,3.0540000013450843,4.899491940807658,1.665427620767805,Iris-versicolor
+14,6.190934895284693,3.0620982493735958,4.989782308158431,1.7444085219479488,Iris-virginica
+15,6.2312709668669415,3.0543857661179867,5.078288020838996,1.753337362265136,Iris-virginica
+16,5.1089646071880646,3.055512215347401,1.5100277675252198,0.26153697979529866,Iris-setosa
+17,5.109219924561006,3.0596250038846353,1.5103189003596709,0.261813177609318,Iris-setosa
+18,6.179366982469958,3.054000000053136,4.89949351992989,1.6654278336503678,Iris-versicolor
+19,6.179366749245848,3.0540000002271506,4.899492421704894,1.6654277106040243,Iris-versicolor
+20,6.355493550392243,3.054111718929506,5.217539536172589,1.7661230158428156,Iris-virginica
+21,6.179367616155749,3.0540000000583025,4.89949697255253,1.665428227927041,Iris-versicolor
+22,6.17939656571792,3.054000000035366,4.899587045053122,1.6654306469744198,Iris-versicolor
+23,6.179896656375464,3.055458418946529,1.511635469861264,1.6671943784643202,Iris-setosa
+24,6.179369330564123,3.054000618737224,1.510030780043072,1.6654337628625995,Iris-versicolor
+25,6.193743150600767,3.0540012812767365,4.943333490941022,1.6816110141151983,Iris-virginica
+26,6.179366586619947,3.0540000014022,4.899491756407534,1.6654275723495795,Iris-versicolor
+27,5.109118332883039,3.076776789917136,1.5100338544203091,0.26155600172420607,Iris-setosa
+28,6.179366676859024,3.0540000022502345,4.899492061766698,1.6654276535183845,Iris-versicolor
+29,6.179670246451259,3.0551912708326276,1.5104346686673478,0.26177165692651605,Iris-setosa
+30,6.1793666362453115,3.0540000070621205,4.899491851131565,1.6654276141064663,Iris-versicolor
+31,6.179747447404075,3.055579535910616,1.510698939687409,0.26189323514510976,Iris-setosa
+0,6.179539901769074,3.056456329142426,1.5101818859955483,0.2616739995996331,Iris-setosa
+1,6.179366606827146,3.0540000306639925,1.5100226198596371,1.665427593015115,Iris-versicolor
+2,6.179368247703579,3.054000603033905,1.5100248767903193,1.6654292495307317,Iris-setosa
+3,6.17936707908114,3.054000000049765,4.899493973787681,1.6654278738390675,Iris-versicolor
+4,6.179368255966574,3.054000000055341,4.899500585910699,1.6654284797189638,Iris-versicolor
+5,5.108948307110246,3.05400770597434,1.5100230546809992,0.26153110379091465,Iris-setosa
+6,6.1793667322931,3.0540000000560465,4.899492397660862,1.665427665844172,Iris-versicolor
+7,6.179370783816759,3.0540006604110275,1.5100340438524986,1.6654352489490944,Iris-versicolor
+8,6.179366789219084,3.054000000367043,4.899492632590313,1.6654277692314159,Iris-versicolor
+9,6.1794602033593815,3.054000000308544,4.900026336311079,1.665471904103907,Iris-versicolor
+10,6.179505797582161,3.0540000002454297,4.9001608883481,1.6654759254273332,Iris-versicolor
+11,5.108991866904168,3.0582112858419888,1.510033226570054,0.26154595303278466,Iris-setosa
+12,6.21270984356547,3.0559503405925956,5.0594645967556655,1.7651665955834428,Iris-virginica
+13,6.272711475900788,3.054294851722885,5.145912821198283,1.7685690845877122,Iris-virginica
+14,6.179366773539908,3.0540000002532186,4.899492556364048,1.6654277454651267,Iris-versicolor
+15,5.109011709318012,3.059722515017964,1.5100386795843834,0.26155417509512335,Iris-setosa
+16,6.1794414355041285,3.0540000000553773,4.8997541501796205,1.6654366792897273,Iris-versicolor
+17,5.109261157447797,3.060953998321156,1.5103567588683375,0.261863488182527,Iris-setosa
+18,6.179722503118996,3.0540000008726658,4.90107472320869,1.6655833954650061,Iris-versicolor
+19,5.109132919619517,3.0781928890189203,1.510032807416157,0.2615534728335811,Iris-setosa
+20,6.203972774405528,3.054006861615052,4.9717577649262585,1.6908126790030678,Iris-virginica
+21,6.179366742113449,3.054000008926727,4.899492231400727,1.6654277213705362,Iris-versicolor
+22,5.109033208944619,3.0641248373881647,1.510032591957536,0.2615477641291087,Iris-setosa
+23,6.185182083810822,3.060137360640722,4.9487532875886595,1.705318051848418,Iris-versicolor
+24,6.194232678685027,3.054582103154104,4.984061922045713,1.7180003413559977,Iris-virginica
+25,6.179366717903878,3.0540000001550434,4.899492297978255,1.665427684573454,Iris-versicolor
+26,6.179390055470303,3.0540000002181307,4.899656987520792,1.6654407117297472,Iris-versicolor
+27,6.1854265024009925,3.0661973883766276,4.9523616462477404,1.7128739422078847,Iris-versicolor
+28,6.18188783894009,3.0574561785773686,1.517665429427514,1.67266570230065,Iris-setosa
+29,6.1846981798657215,3.0656108114796488,4.944230894448049,1.7012891695972692,Iris-versicolor
+30,6.186128940440584,3.0640822914514714,4.9569326597405805,1.7170074315994501,Iris-virginica
+31,6.186450053897322,3.0676413598765566,4.961040288446205,1.7251456759324713,Iris-virginica
+0,6.181503612700216,3.0540000184254987,4.907025934932168,1.6667846612847848,Iris-virginica
+1,6.206404650226025,3.057589214420774,5.047438891989151,1.76659080180016,Iris-virginica
+2,6.1793667139263775,3.0540000004015835,4.89949228110644,1.6654276908385857,Iris-versicolor
+3,6.186400868649576,3.0552081756079232,4.951135065759206,1.6983993214866064,Iris-virginica
+4,6.187735072438879,3.0612418392315397,4.9699747643720125,1.730165820301034,Iris-virginica
+5,6.318663761814312,3.0541678395646703,5.1836411389403585,1.7584980159939751,Iris-virginica
+6,5.109188320230058,3.061751526754326,1.510267486098595,0.26180180281117843,Iris-setosa
+7,6.18198995589868,3.054021992394413,4.918764429428922,1.673733841465592,Iris-versicolor
+8,5.108971921352891,3.056170461581088,1.5100285359963024,0.2615383397349904,Iris-setosa
+9,6.179366792146966,3.054000000167544,4.899492672253586,1.6654277672311897,Iris-versicolor
+10,6.187721280156123,3.0540003069191077,4.925487834647883,1.6737819460029977,Iris-virginica
+11,6.179366793261732,3.054000000100133,4.899492628986694,1.665427739279998,Iris-versicolor
+12,6.183037088238549,3.054000033527063,4.910819766164809,1.6676996029426672,Iris-virginica
+13,6.1821449155035575,3.0549636158607,4.922950771514432,1.6782300113040303,Iris-versicolor
+14,6.17949860431201,3.054000000065988,4.899931349281105,1.6654439207333387,Iris-versicolor
+15,6.179366735895394,3.054000000503149,4.899492366543277,1.6654277131739053,Iris-versicolor
+16,6.179366942507808,3.054000000065356,4.8994934030690755,1.6654278474484585,Iris-versicolor
+17,6.179420856319155,3.054000000091559,4.899746681371443,1.6654403201079861,Iris-versicolor
+18,5.108949586535998,3.054093392759556,1.5100236206095055,0.26153154032275727,Iris-setosa
+19,6.181479241604819,3.057268728529545,4.914520394839928,1.6743652184130198,Iris-setosa
+20,5.1089988816234335,3.0574804025135314,1.5100615018314871,0.2615751077990988,Iris-setosa
+21,6.179366654924464,3.0540000269389287,1.510022670722718,1.6654276279362943,Iris-versicolor
+22,6.1794708060286,3.054000000185326,4.900008935188634,1.6654630786755291,Iris-versicolor
+23,6.179418431336164,3.0540000026896617,4.899912277469165,1.6654816178210858,Iris-versicolor
+24,6.179366722135927,3.0540000000850425,4.899492316811229,1.6654276749854318,Iris-versicolor
+25,6.179366796726944,3.0540009943681787,1.5100226999409652,0.26153091114653626,Iris-setosa
+26,5.10916239546368,3.083680447914974,1.5100346704088736,0.261563374822837,Iris-setosa
+27,6.179366961079462,3.054000000045321,4.899493318366588,1.6654277762229477,Iris-versicolor
+28,6.185810638704837,3.054000300223958,4.921369306228568,1.671616321751946,Iris-virginica
+29,6.180072492904118,3.0594002260258324,1.5107071280320123,0.2620907725847693,Iris-setosa
+30,6.179366689292602,3.0540000023657625,4.899492096519628,1.665427663698925,Iris-versicolor
+31,6.179366671404381,3.054000000139547,4.8994920904593835,1.665427633842383,Iris-versicolor
+0,6.182118127638804,3.0561411458972656,4.920680974926197,1.6774568492994915,Iris-versicolor
+1,6.179366816046074,3.0540000000521097,4.8994927514037,1.6654277233148298,Iris-versicolor
+2,6.180863481853975,3.057143812677368,1.5149059490000276,1.6705270483524601,Iris-setosa
+3,6.258833222666408,3.054796629800684,5.147233693903035,1.7769972448926092,Iris-virginica
+4,6.179367063293136,3.0540000018533697,4.899494355605553,1.6654282470050605,Iris-versicolor
+5,6.179368063141564,3.0540000001176657,4.899501713780764,1.6654288099543224,Iris-versicolor
+6,5.1090781379072245,3.071238805372454,1.5100325094804894,0.2615505717255536,Iris-setosa
+7,5.109207267220056,3.0670491177009396,1.5101336774585306,0.2616951256798907,Iris-setosa
+8,5.109134430975932,3.078186386586291,1.5100329411867026,0.26155373198271,Iris-setosa
+9,6.179366959806975,3.0540003462120424,1.5100229287239946,1.6654278478250255,Iris-setosa
+10,6.187343656894057,3.0540084522948896,4.937554341426387,1.6828110728940213,Iris-virginica
+11,6.230839725696069,3.0540203780021824,5.042884700200168,1.7518290318356904,Iris-virginica
+12,6.193517708164273,3.0540009061159616,4.941358116380904,1.6827830352962057,Iris-virginica
+13,5.108960874374334,3.0550153740129686,1.510026193571846,0.26153460139814494,Iris-setosa
+14,6.179925735691733,3.0540000203657782,4.9026821451770095,1.6659298687020545,Iris-versicolor
+15,6.179366673144604,3.054000001142695,4.899492112150701,1.6654276626892035,Iris-versicolor
+16,6.179444453159673,3.054692802883843,1.510122941778732,0.2616015388750343,Iris-setosa
+17,5.109139957798398,3.079571783065479,1.510035913550666,0.2615628122131921,Iris-setosa
+18,6.17936666508403,3.054000000255448,4.899492062133778,1.6654276337858034,Iris-versicolor
+19,5.109160029863449,3.083379491055438,1.5100350037906112,0.26156412712173926,Iris-setosa
+20,6.413242108100248,3.054106960672502,5.266083921838224,1.761288105264722,Iris-virginica
+21,6.261492702176826,3.054043638720736,5.086700823835705,1.7385642382725757,Iris-virginica
+22,6.212208959837398,3.0540080216372694,4.99586778152567,1.7202791959360422,Iris-virginica
+23,6.310914795411428,3.0540457738155795,5.151209769380381,1.7592196036309717,Iris-virginica

iris/lct_gan/1/11/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa

iris/lct_gan/1/11/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/lct_gan/1/11/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa

iris/lct_gan/1/12/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.295726956458633,3.054715064488792,5.203958330326314,1.7854934902142305,Iris-virginica
+1,5.1091989762049055,3.079823532979409,1.5100432966122213,0.26157906008255777,Iris-setosa
+2,5.1091566599291145,3.082530333564779,1.5100381476164757,0.2615697087201162,Iris-setosa
+3,6.293539812610055,3.054073615235505,5.1389790524431245,1.7547070299951961,Iris-virginica
+4,6.216959076956277,3.057010161445284,5.07984424731565,1.7744632150565258,Iris-virginica
+5,6.329655244184334,3.0540631394091817,5.172012101206982,1.7551134389478147,Iris-virginica
+6,5.109004759526631,3.059884144902353,1.5100301349106773,0.2615420646334473,Iris-setosa
+7,6.185384539225585,3.0685615450535635,4.952690232280915,1.713815618543998,Iris-versicolor
+8,5.109099736855272,3.0653784424855517,1.5100643191322978,0.2615984771918272,Iris-setosa
+9,6.241022174218771,3.0540220951504744,5.055334862205008,1.745744062340701,Iris-virginica
+10,6.186053168986973,3.067435192997402,4.958446881984961,1.722548833524892,Iris-virginica
+11,6.181684477541834,3.0573502065540468,1.517252586995403,1.6726431239348751,Iris-setosa
+12,6.17947108853841,3.0540000004092445,4.900088169898683,1.665478242936027,Iris-versicolor
+13,6.179367837068747,3.0540000000812455,4.899499354493531,1.6654285310651051,Iris-versicolor
+14,5.10899751500243,3.0596089321379316,1.5100291094471865,0.2615403607510784,Iris-setosa
+15,6.2063833862810185,3.0551211666317752,5.0333134633758165,1.7503822937459859,Iris-virginica
+16,6.182249177157584,3.0588335041676293,4.919080147483987,1.6767514370742098,Iris-versicolor
+17,6.185672773045915,3.0676828730550096,4.95509463533048,1.7178653393518757,Iris-virginica
+18,6.179374200384033,3.0540000001829326,4.899550236772901,1.6654318990540682,Iris-versicolor
+19,6.188371526016991,3.0688529905558406,4.978836675594633,1.7483942034272724,Iris-virginica
+20,6.183493447008724,3.0607846935860734,4.930820225659738,1.6861201815425468,Iris-versicolor
+21,6.179366793544855,3.054000000055937,4.899492653981392,1.6654277128857797,Iris-versicolor
+22,6.1841047286076085,3.0575890095595333,4.93767878764112,1.691120368270353,Iris-versicolor
+23,6.439935902554941,3.054115744500684,5.300051081693365,1.7625558020769794,Iris-virginica
+24,6.1821793238781755,3.0540001178827474,4.9112973407471054,1.668478372425986,Iris-virginica
+25,6.180690016603778,3.0568647339116706,1.5138564004255237,1.669261662721136,Iris-setosa
+26,6.179366688474809,3.054000000129478,4.8994921541336245,1.6654276466090463,Iris-versicolor
+27,5.1089504888295885,3.054099177379175,1.5100242859068633,0.2615320773345253,Iris-setosa
+28,6.179552474436042,3.0546960818208215,1.5106666811104619,1.6661646840425721,Iris-setosa
+29,6.179366652176717,3.054000013525607,1.5100226883437058,1.6654276302342543,Iris-versicolor
+30,6.179366747629347,3.054000000098047,4.899492406531739,1.6654276926969271,Iris-versicolor
+31,6.179366821894412,3.0540000292806653,1.5100229718500262,1.665427802491287,Iris-versicolor
+0,5.109087618704329,3.072049617990531,1.5100330969284022,0.2615520021380277,Iris-setosa
+1,6.190786076253968,3.054000810636142,4.935404702769087,1.6778116390231064,Iris-virginica
+2,6.179367192372693,3.0540000138285155,4.899494674514401,1.6654284047471735,Iris-versicolor
+3,5.108957953288073,3.0546727202941364,1.5100260797724219,0.2615343093928561,Iris-setosa
+4,5.108952264437338,3.0542634852381805,1.5100244329536814,0.2615323048602701,Iris-setosa
+5,6.179800411272278,3.058177799682374,1.5105466050546694,0.261968413393655,Iris-setosa
+6,6.181817994201118,3.054000014765765,4.907288333970417,1.6667317613630113,Iris-virginica
+7,6.179367893429486,3.0540000000350718,4.899497070547737,1.6654280832380741,Iris-versicolor
+8,6.239062790228102,3.0555001121332137,5.1219049855063234,1.7786081335171724,Iris-virginica
+9,6.179374208146272,3.0540000000726897,4.899539740832378,1.665430048678287,Iris-versicolor
+10,6.187250200112808,3.0540056476769135,4.934832664783157,1.679298624369139,Iris-virginica
+11,6.1793667124204905,3.054000000063409,4.89949230480448,1.6654276583801517,Iris-versicolor
+12,6.179651971811685,3.0540000001481746,4.900447506008464,1.6654798928054892,Iris-versicolor
+13,6.179368419856293,3.0540000071876165,4.899503074541926,1.6654304779659126,Iris-versicolor
+14,6.179366677790858,3.054000004255161,4.899492015931349,1.665427651521556,Iris-versicolor
+15,5.108969345988481,3.056067987493021,1.5100285368880955,0.26153804453381824,Iris-setosa
+16,6.191560651355521,3.0540006464231033,4.935277170490838,1.6769123200633407,Iris-virginica
+17,6.180500582653764,3.054000043721027,4.9050847302396905,1.6663855026580603,Iris-versicolor
+18,6.198712714420826,3.055795624473229,5.010710346264199,1.7404775225119593,Iris-virginica
+19,6.179366670648033,3.054000000071546,4.899492108264163,1.6654276265835977,Iris-versicolor
+20,6.179367378806205,3.0540000000355567,4.899494777717611,1.6654278805721947,Iris-versicolor
+21,5.108977079587188,3.0563980018468198,1.5100338777037472,0.26154479074635295,Iris-setosa
+22,6.192194364324851,3.058751662303124,4.990316969444003,1.735596843455113,Iris-virginica
+23,6.245352740456282,3.0540260040675267,5.064554018891577,1.7495377693910399,Iris-virginica
+24,5.108948358247501,3.0540094371551176,1.510023091956015,0.2615311464305477,Iris-setosa
+25,6.179366952126905,3.0540000000519822,4.899493358262684,1.6654278072049713,Iris-versicolor
+26,6.180267387069191,3.0540000011921333,4.902329124680968,1.665689297865423,Iris-versicolor
+27,6.186605215161087,3.073177488193256,4.965026538240346,1.7339067637472676,Iris-virginica
+28,6.181473892502588,3.054000008386988,4.905962840768847,1.6663624230674106,Iris-virginica
+29,6.197482950066074,3.054423805635632,4.9926353066533435,1.7200758120138866,Iris-virginica
+30,6.179366862408361,3.0540000594580436,1.510022950350174,1.6654278074561821,Iris-versicolor
+31,6.179366841804383,3.0540000001905243,4.899492900744787,1.6654278170810943,Iris-versicolor
+0,6.179572560824733,3.0540000005100247,4.900524197579008,1.6655274287716624,Iris-versicolor
+1,6.181308611692535,3.05599288632805,4.914400851307657,1.6741236981702186,Iris-versicolor
+2,6.193210865951938,3.0540017664506536,4.94349869695715,1.6809913647694867,Iris-virginica
+3,6.23813482330188,3.0543077999896915,5.085699325874244,1.7506188490484864,Iris-virginica
+4,6.180711202726231,3.056199909680133,1.5151701596678298,1.6711418249277827,Iris-setosa
+5,6.179538135075118,3.054000000131953,4.900163061314364,1.665464685372207,Iris-versicolor
+6,6.205836092772908,3.0540155373708484,4.984621059223071,1.7023209995265456,Iris-virginica
+7,6.1855975398141245,3.0607369456227813,4.951480554790718,1.7078016280378354,Iris-virginica
+8,6.456887402388066,3.0542283450202534,5.328017458268759,1.7703182509187547,Iris-virginica
+9,5.10913782782557,3.0797708341357155,1.5100341078543473,0.2615581080508717,Iris-setosa
+10,5.109046581014339,3.066205412175643,1.5100327454619513,0.2615490913530187,Iris-setosa
+11,6.181504904572023,3.056899726747229,1.5170033168532486,1.6725187385995486,Iris-setosa
+12,5.109130329101637,3.0736869028360396,1.5100477527636482,0.2615805067964068,Iris-setosa
+13,6.179368517197291,3.054000000682238,4.899505319661468,1.6654299940539614,Iris-versicolor
+14,6.179408210984942,3.0540000000479717,4.899646097492577,1.6654326939857056,Iris-versicolor
+15,6.18002537993239,3.054000218594497,4.9044577829136875,1.666783393642622,Iris-versicolor
+16,6.181023428551135,3.057012873743717,1.5158261047891748,1.6716171011178826,Iris-setosa
+17,5.109060498070911,3.066794977873358,1.5100440649864828,0.2615698509097601,Iris-setosa
+18,6.179366793392496,3.0540000001022523,4.899492664551121,1.6654277489706253,Iris-versicolor
+19,6.179406473910181,3.054000000490211,4.899736005754976,1.6654465116627637,Iris-versicolor
+20,6.259853535071311,3.054034746509663,5.0825150961488585,1.7407024562489253,Iris-virginica
+21,6.179387987587054,3.0540000000258978,4.899545711628548,1.6654293725450888,Iris-versicolor
+22,6.17936712902536,3.0540000000576257,4.899494332738999,1.665427941784975,Iris-versicolor
+23,6.182275782012975,3.0550203639337243,4.924961254346255,1.6804556732412643,Iris-versicolor
+24,6.179373964201192,3.054000000030974,4.899519536812215,1.665428823040575,Iris-versicolor
+25,5.109394913079801,3.067379328262705,1.5101397982325506,0.26168997965507,Iris-setosa
+26,6.182075473036595,3.05400002451321,4.908553397233238,1.667142500874081,Iris-virginica
+27,6.197689913088589,3.054002850422239,4.956777418551627,1.690689889104447,Iris-virginica
+28,5.1089480939846315,3.054002696798908,1.5100228445663844,0.2615309858814839,Iris-setosa
+29,6.183557819244864,3.0540459362688583,4.9270048412281895,1.6774021036344482,Iris-versicolor
+30,5.108988269323502,3.0581488160428028,1.5100298651875144,0.26154123329905604,Iris-setosa
+31,6.179366700129804,3.0540000001245478,4.899492192778388,1.6654276552074598,Iris-versicolor
+0,6.182477596894969,3.0580176199257867,4.919218409070189,1.6760271626434968,Iris-versicolor
+1,6.214895846829982,3.054009370147267,5.0028176903617405,1.7255047960106218,Iris-virginica
+2,5.109038209355763,3.065359172649614,1.5100326313596617,0.26154859171594846,Iris-setosa
+3,6.179381171362488,3.054005829498261,1.5100619195282687,1.6654601859906448,Iris-versicolor
+4,6.3345274735161885,3.05407059711677,5.177967609715005,1.7535076531105889,Iris-virginica
+5,6.1793689475273315,3.054000000262173,4.8995102244813316,1.6654298185317007,Iris-versicolor
+6,6.181028707064041,3.056903411834698,1.5151206287198675,1.6705389668193038,Iris-setosa
+7,6.1793700168948495,3.054000000023593,4.899501279448121,1.6654281160834425,Iris-versicolor
+8,6.179746174791824,3.054002840552687,4.902676874715194,1.6663019293236883,Iris-versicolor
+9,6.179366924875881,3.0540000000685334,4.899493311692748,1.6654278382942052,Iris-versicolor
+10,6.17936790704234,3.0540000000916634,4.899500000159302,1.6654286027892784,Iris-versicolor
+11,6.180549711952934,3.0543540401702254,4.9092661950472625,1.6700334915246033,Iris-versicolor
+12,6.198783911686136,3.0550799319680153,5.004731712603437,1.7297707784271132,Iris-virginica
+13,6.179366638273763,3.0540000002094834,4.899491973962308,1.6654276096851766,Iris-versicolor
+14,6.186200489781049,3.0717703208805838,4.961349732756141,1.729087827112143,Iris-virginica
+15,6.188339176236261,3.0540022464886545,4.934501152148716,1.678567612562562,Iris-virginica
+16,5.1091698645564385,3.0852260885472105,1.5100336857622145,0.26156144091708483,Iris-setosa
+17,6.186697842299893,3.061619377972168,4.960727017042306,1.7192440283140251,Iris-virginica
+18,5.108963381934855,3.055458450037945,1.5100265010231726,0.26153527375402214,Iris-setosa
+19,6.179679923615986,3.0546099565854785,1.5113469672171367,1.6667836010249237,Iris-setosa
+20,5.1089497012222855,3.0540553724979618,1.510023715828409,0.2615316310682509,Iris-setosa
+21,6.180304110599396,3.056577116980227,1.5133715838915753,1.6691063817050604,Iris-setosa
+22,5.1089595582643605,3.054924017973858,1.5100259214621665,0.26153421371908436,Iris-setosa
+23,6.179706838389017,3.058534433721916,1.5102806825028479,0.2617726363916491,Iris-setosa

iris/lct_gan/1/12/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa

iris/lct_gan/1/12/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/lct_gan/1/12/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa

iris/lct_gan/1/13/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366727407425,3.054000001502921,4.899492354340059,1.6654277254796672,Iris-versicolor
+1,6.183485770375987,3.0540003536800904,4.9167332899825,1.6705291702995921,Iris-virginica
+2,6.179366950478426,3.0540000027282215,4.899493208335721,1.665427927191409,Iris-versicolor
+3,6.213918544762631,3.054016691153872,5.001863161849232,1.7108539072658844,Iris-virginica
+4,6.179368452992698,3.054000000044067,4.899501274232103,1.6654284167623705,Iris-versicolor
+5,6.179446273743349,3.054000001006294,4.900053524331314,1.6654887278465822,Iris-versicolor
+6,5.1089625886924415,3.055396757322926,1.5100264736880578,0.2615350872537203,Iris-setosa
+7,6.1793666773648654,3.054000000600566,4.89949210422839,1.6654276523139449,Iris-versicolor
+8,6.184237157319805,3.0638066077879307,4.9397940481136775,1.6965141841438722,Iris-versicolor
+9,6.179366776339749,3.054000000065179,4.899492598097449,1.6654277153334405,Iris-versicolor
+10,6.179366726405273,3.0540000010653103,4.899492298485028,1.6654277053477926,Iris-versicolor
+11,6.1793666516506525,3.054000000214735,4.899492024805566,1.66542762392652,Iris-versicolor
+12,6.185933915205949,3.072356892142872,4.9593275700962955,1.7259959099279802,Iris-virginica
+13,5.108948704223014,3.054039809910931,1.5100232273584133,0.2615312447845862,Iris-setosa
+14,5.108984065648894,3.055562673496117,1.5100552852959461,0.26156074095993304,Iris-setosa
+15,6.203327842439376,3.055613932575815,5.02840382710828,1.7538273407796856,Iris-virginica
+16,6.179395500322924,3.05400000003735,4.899588984938977,1.6654306853669334,Iris-versicolor
+17,6.180564863123782,3.0540321424840684,4.910768152768709,1.6703500397070536,Iris-versicolor
+18,5.108975560355389,3.0568218098470092,1.5100278863753367,0.26153748377935354,Iris-setosa
+19,5.109163615927285,3.0774072699062187,1.5100461218747547,0.2615814846747191,Iris-setosa
+20,5.109337926016459,3.0622748301037923,1.5102539893157458,0.26177446396582355,Iris-setosa
+21,6.186671049032006,3.05401545399504,4.937729878094847,1.6839977140175215,Iris-virginica
+22,6.179369758014898,3.0540000012814557,4.899514332757889,1.6654314326039947,Iris-versicolor
+23,6.285802079147562,3.0541712605889177,5.149434473041435,1.7615113163215639,Iris-virginica
+24,6.186899577877829,3.074253984509468,4.968376583690456,1.7401100696212386,Iris-virginica
+25,5.108961799789655,3.055086862536489,1.5100269351743147,0.26153555313730376,Iris-setosa
+26,6.208479712866243,3.054541217187117,5.0272131381324945,1.735062257965834,Iris-virginica
+27,6.179368160892598,3.0540029008954805,1.510024110612733,0.2615314632990522,Iris-setosa
+28,6.185553905501793,3.0707608548404157,4.955411521212011,1.7196666298072802,Iris-virginica
+29,6.179373088052718,3.054000000207918,4.899539800560493,1.6654312909574347,Iris-versicolor
+30,6.179388578500321,3.0540000000309573,4.899558221128048,1.6654298258354285,Iris-versicolor
+31,6.179366920489664,3.054000000058155,4.899493206308053,1.6654278027499154,Iris-versicolor
+0,6.29715318293296,3.0542861518868056,5.1759190888835,1.7675830263998402,Iris-virginica
+1,6.209673555794683,3.0540072508339584,4.9910986721462764,1.719825279511288,Iris-virginica
+2,6.232247412799064,3.0540296268212344,5.042368580309369,1.731615866719613,Iris-virginica
+3,5.1091319317087445,3.0689332382054633,1.510061599583839,0.2615988637810423,Iris-setosa
+4,6.179366802483327,3.05400000008492,4.899492664025836,1.6654277387253533,Iris-versicolor
+5,5.109151587656289,3.081640464631604,1.510036113093043,0.26156440643428486,Iris-setosa
+6,6.179369499545832,3.0540000000486445,4.899506621837261,1.6654287236250829,Iris-versicolor
+7,6.179371021333023,3.054000000048175,4.899515236841418,1.6654290729178007,Iris-versicolor
+8,6.183571390870617,3.05776871714038,4.935047122747086,1.6900711108867528,Iris-versicolor
+9,6.179368697600235,3.0540000003276395,4.899506971451768,1.6654296497999934,Iris-versicolor
+10,6.179368119164352,3.054000000031868,4.899497694820043,1.6654280891218596,Iris-versicolor
+11,6.180998136482907,3.05400178759332,4.9094140009180425,1.6678613358525791,Iris-versicolor
+12,5.109115968512636,3.076581327339677,1.510033375234222,0.2615550377189079,Iris-setosa
+13,6.186297709931975,3.0764601734482446,4.964483222219406,1.7360715201329537,Iris-virginica
+14,6.179366734923838,3.054000000163138,4.8994923538779425,1.665427695049127,Iris-versicolor
+15,6.179366779329012,3.054000000120389,4.89949258311189,1.6654277351860511,Iris-versicolor
+16,6.179396604983233,3.0540000000399203,4.899598431116898,1.6654309767181104,Iris-versicolor
+17,6.1793667407700275,3.054000682212879,1.5100226808561605,0.2615309021072843,Iris-setosa
+18,6.180446169089966,3.0540000117106403,4.90416691165647,1.6662077280541765,Iris-virginica
+19,5.109081179746446,3.0714284320206526,1.5100326926033139,0.2615513227234962,Iris-setosa
+20,6.179366700662965,3.05400000097592,4.8994921822499755,1.6654276743943324,Iris-versicolor
+21,5.109066087422456,3.062271710095267,1.5100601117130916,0.26158639429824543,Iris-setosa
+22,6.186040001376175,3.0600465250055104,4.956262705680667,1.7141152474301344,Iris-virginica
+23,6.179368888366559,3.0540000001456993,4.899505224759385,1.665429245359221,Iris-versicolor
+24,6.18395474842605,3.062244540423501,4.936865461386278,1.6930208629148757,Iris-versicolor
+25,6.181643013720545,3.054000011929707,4.906729695503425,1.6665978264499273,Iris-virginica
+26,6.197134136312189,3.0540019511730647,4.953702955133983,1.690847728039495,Iris-virginica
+27,6.185654255287117,3.067294797443483,4.954905525610635,1.7177096586609606,Iris-virginica
+28,6.179366791048433,3.054000017834061,1.5100229290379126,1.665427762477877,Iris-versicolor
+29,6.179367149316728,3.0540001334452214,1.5100233651710335,1.6654281115541834,Iris-versicolor
+30,6.179369298392467,3.0540000005279375,4.899513050614114,1.665430466048193,Iris-versicolor
+31,6.26220986462686,3.054069292069667,5.098602585787918,1.7465251672709257,Iris-virginica
+0,5.108996096261048,3.0592748469216158,1.5100289235633646,0.2615398385411908,Iris-setosa
+1,6.179366887805804,3.054000000060079,4.899493109785363,1.6654277950130159,Iris-versicolor
+2,5.1091672392831,3.0672571069999344,1.5100764075752087,0.2616161517443464,Iris-setosa
+3,6.200348120945377,3.054013065393372,4.971592143057601,1.695803317580527,Iris-virginica
+4,6.1793675312959655,3.054000000088546,4.899496987237613,1.665428326801778,Iris-versicolor
+5,6.180957034497272,3.0540000170097557,4.905805746222094,1.6666057635640148,Iris-virginica
+6,6.179367044047026,3.0540000000578837,4.899493937773064,1.6654278982527493,Iris-versicolor
+7,6.179366880048671,3.0540000059415386,4.899493050730911,1.6654279370923244,Iris-versicolor
+8,6.179367229015969,3.054000000094912,4.899495260926484,1.665428134381594,Iris-versicolor
+9,6.179368276628999,3.054000000085941,4.899503122092204,1.6654287935304435,Iris-versicolor
+10,6.183229061574192,3.0610796156922775,4.929875377443723,1.6863068133792907,Iris-versicolor
+11,5.109151790539515,3.0817006173656347,1.5100337488382631,0.2615586626418211,Iris-setosa
+12,6.19309207230874,3.055586891193873,4.986439985683884,1.724910973816165,Iris-virginica
+13,6.179367630171488,3.0540042814402018,1.5100233850030247,0.2615312059012784,Iris-setosa
+14,6.179373812469545,3.0540000003390047,4.899551675823205,1.6654327892701117,Iris-versicolor
+15,6.179714973699863,3.054000007977941,4.901512442683808,1.665700254869579,Iris-versicolor
+16,6.17936734394413,3.0540000000502423,4.899495348613697,1.665428029255416,Iris-versicolor
+17,6.1846371492062495,3.0638307266773666,4.944868921664449,1.7022703207569088,Iris-versicolor
+18,5.109087919999436,3.0723388965519023,1.5100336722824979,0.26155337745660906,Iris-setosa
+19,6.179367091064067,3.0540000001675045,4.899494259495075,1.6654280671990263,Iris-versicolor
+20,6.179366827275716,3.0540004953709246,1.510022765657485,0.2615309280099369,Iris-setosa
+21,6.179366830582762,3.054000000113017,4.899492859808235,1.6654277894297025,Iris-versicolor
+22,6.181576451123774,3.0574135320212057,1.5170109468946456,1.6724422881437366,Iris-setosa
+23,5.108954330923486,3.0543773445450517,1.5100251684976393,0.26153310655443884,Iris-setosa
+24,6.179366629070934,3.0540000015203823,4.8994918914736525,1.6654276091462883,Iris-versicolor
+25,5.108966308043716,3.0554173727430363,1.5100326021461405,0.2615420263441034,Iris-setosa
+26,6.179367254849787,3.0540001588729355,1.5100240227649244,1.6654285532076853,Iris-versicolor
+27,5.108963436561327,3.0553525624343587,1.5100275616514727,0.2615364052378266,Iris-setosa
+28,6.196465749866105,3.0540028658854075,4.953125120226315,1.686303921038514,Iris-virginica
+29,6.179420275166387,3.0540000000774574,4.899729555228553,1.6654385063396595,Iris-versicolor
+30,6.2126103255141265,3.05624153213133,5.062927816628241,1.7718441213640097,Iris-virginica
+31,5.1091541402928975,3.0762074559774915,1.5100474312332752,0.2615827060483481,Iris-setosa
+0,6.1978239372938395,3.055040059289401,5.000243044165023,1.7260674990326845,Iris-virginica
+1,6.184592270081661,3.0540000629126616,4.914715868979513,1.6688522280668507,Iris-virginica
+2,6.194834813650256,3.0540014532896507,4.9456350564738765,1.6817533717676914,Iris-virginica
+3,5.109156780106392,3.0829764271676607,1.5100340831898105,0.2615611208284954,Iris-setosa
+4,6.190538352689,3.0540012071750167,4.9368199145907194,1.6788272429695659,Iris-virginica
+5,6.24358391487744,3.054020059912594,5.05341022165359,1.7362110637483121,Iris-virginica
+6,6.1831116856435235,3.059661937267292,4.925026278986458,1.6804347009158138,Iris-versicolor
+7,5.109014279229864,3.0622578374876994,1.510031619123833,0.2615454605728699,Iris-setosa
+8,6.179369185155423,3.0540000001439758,4.899509325016113,1.6654294852861953,Iris-versicolor
+9,6.180789161228875,3.0568765957397495,1.513537965826286,1.668973991045833,Iris-setosa
+10,6.182251893190823,3.05447107787007,4.923789980680899,1.6784485779761056,Iris-versicolor
+11,6.179366915900558,3.0540000002359617,4.89949320795595,1.6654278774408735,Iris-versicolor
+12,6.179366671677205,3.0540000002050234,4.899492085341408,1.6654276357778401,Iris-versicolor
+13,6.204331026562282,3.054007238328845,4.97570538733574,1.698389047396245,Iris-virginica
+14,6.182857838759573,3.058086784542028,4.927604919556164,1.6839566878030878,Iris-versicolor
+15,6.179367854872586,3.0540000004680055,4.899499440735328,1.6654289833131646,Iris-versicolor
+16,6.18584730123192,3.0745015502633573,4.96006608666963,1.729544539629447,Iris-virginica
+17,6.193371579545475,3.061116010962009,4.999745553216899,1.7448188330320606,Iris-virginica
+18,5.108955337909406,3.0546860411045302,1.5100251492348713,0.26153317985812113,Iris-setosa
+19,6.179578014786972,3.0568907116451953,1.5102513821852122,0.2617398576679322,Iris-setosa
+20,6.185299780443611,3.0540000718220783,4.916095714575804,1.669266929456724,Iris-virginica
+21,6.179366686689714,3.0540000000749004,4.899492168533021,1.6654276396987497,Iris-versicolor
+22,6.1809369710936855,3.056032158710906,4.9108626896500445,1.672059523628352,Iris-versicolor
+23,6.179423284232474,3.0540000000627834,4.899721918652801,1.665436859525747,Iris-versicolor

iris/lct_gan/1/13/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa

iris/lct_gan/1/13/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/lct_gan/1/13/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa

iris/lct_gan/1/14/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.184743084088736,3.063536359185681,4.946798036538956,1.705884526495904,Iris-versicolor
+1,5.108951502926654,3.054235422719547,1.5100242683782705,0.26153213866795644,Iris-setosa
+2,5.108996208687846,3.059284017782589,1.5100292946904696,0.2615407102002279,Iris-setosa
+3,6.179366732558648,3.054000008928668,4.899492236224286,1.6654277282666814,Iris-versicolor
+4,5.109234386469918,3.0606350056228613,1.5103328085211345,0.26183872113029744,Iris-setosa
+5,6.186752449505026,3.0667521485922378,4.963423673746079,1.7273828501364061,Iris-virginica
+6,6.17936719992851,3.0540000001137257,4.899494840192284,1.6654280974688136,Iris-versicolor
+7,6.218535255376432,3.055591746888256,5.072399298872686,1.7663112316969842,Iris-virginica
+8,5.109087148679351,3.069120615807268,1.510042461340284,0.26156691378615116,Iris-setosa
+9,6.179536877049151,3.0547135181184673,1.5105351553323656,1.666022450982593,Iris-setosa
+10,5.109136456836113,3.075802749979964,1.5100410721916986,0.26156951441624393,Iris-setosa
+11,6.1795813882595585,3.0540000002135455,4.900375041653151,1.6654889741449277,Iris-versicolor
+12,6.179367181605446,3.0540000000621617,4.89949467422089,1.665427997461737,Iris-versicolor
+13,6.179366982374853,3.054000000048493,4.899493444659061,1.6654278062837162,Iris-versicolor
+14,6.179368021238514,3.0540000000348217,4.899497773080178,1.665428134500379,Iris-versicolor
+15,6.179367841853254,3.054000000048093,4.8994981025527435,1.6654282787431807,Iris-versicolor
+16,6.17986738938745,3.054000000242789,4.900957910369714,1.665511651072098,Iris-versicolor
+17,6.237676447942822,3.05581649596989,5.124093507938566,1.7808891316594166,Iris-virginica
+18,5.109018617833283,3.062381706494911,1.5100319252804795,0.2615459916444516,Iris-setosa
+19,6.182558688517902,3.058621478417976,4.921165579135947,1.6780737433358002,Iris-versicolor
+20,6.1811239102774955,3.0556291790416252,4.914281290578477,1.6742917516522335,Iris-versicolor
+21,5.108953258958437,3.054298234624931,1.510024827320215,0.261532728310253,Iris-setosa
+22,6.179366966107369,3.054000000092123,4.899493508857776,1.6654278916285745,Iris-versicolor
+23,6.250042481914913,3.0540286332825772,5.064966331985332,1.7331987161150346,Iris-virginica
+24,5.108957517663856,3.0547090395961676,1.5100255761600498,0.26153367927696697,Iris-setosa
+25,6.179371697655765,3.054000004591668,4.899532707562185,1.6654342224763183,Iris-versicolor
+26,5.1089551981005155,3.054621573958555,1.5100251638912425,0.2615332348592185,Iris-setosa
+27,5.108962366247259,3.055286912254965,1.5100288162225382,0.26153768305006236,Iris-setosa
+28,5.108953724568525,3.0542604398138367,1.5100254736304644,0.26153317636397966,Iris-setosa
+29,5.109134233972822,3.0792832547228763,1.5100359200960822,0.2615621846664067,Iris-setosa
+30,6.179367275250429,3.054000000132794,4.899495092699369,1.66542815934778,Iris-versicolor
+31,6.179371940831158,3.054000000031535,4.899511866215164,1.665428639391854,Iris-versicolor
+0,6.179366827406884,3.0540000000501273,4.89949280540091,1.6654277267520745,Iris-versicolor
+1,6.180301902635008,3.0541177615437345,4.907795062003788,1.668856448714721,Iris-versicolor
+2,5.109141008468842,3.073018647883053,1.5100472305658545,0.2615783794151962,Iris-setosa
+3,6.203066146719593,3.054003135192043,4.965291808380745,1.6894569199574192,Iris-virginica
+4,6.184420184112028,3.063722452883049,4.939107150408187,1.6938234850333935,Iris-versicolor
+5,6.207605462150999,3.054007825467035,4.989147398272653,1.722480011148872,Iris-virginica
+6,6.192132018438093,3.054013658317968,4.950202977649781,1.683354310935742,Iris-virginica
+7,6.187075222246653,3.054028174184235,4.941596087209707,1.6866465630939997,Iris-virginica
+8,5.109370218128848,3.0667785165280668,1.5101756405097428,0.2617352477201793,Iris-setosa
+9,6.179367441029899,3.0540000001571586,4.899496305882988,1.6654283533842051,Iris-versicolor
+10,6.1793670570119765,3.054000014374776,4.899493555077141,1.6654281045849548,Iris-versicolor
+11,6.186401029697815,3.0740994507125805,4.964155386596812,1.7343975905512723,Iris-virginica
+12,6.186575583679427,3.07219189875084,4.96443288217626,1.7329876812745246,Iris-virginica
+13,6.181069735323047,3.0540000114456936,4.905627295850049,1.6664657047555536,Iris-virginica
+14,6.179367563845232,3.054000000056312,4.899496963245299,1.6654282233020967,Iris-versicolor
+15,6.179367030093625,3.0540000000413823,4.899493534144935,1.6654277836689089,Iris-versicolor
+16,6.213965654509909,3.054007636438425,4.993908878477805,1.7075825638113682,Iris-virginica
+17,6.179366738153927,3.0540000003056833,4.899492359071442,1.6654276987358647,Iris-versicolor
+18,6.179376413448582,3.0540000000310874,4.899525360207178,1.6654290312472022,Iris-versicolor
+19,6.1793666999874235,3.054000000099821,4.8994922027176795,1.665427654648845,Iris-versicolor
+20,6.179618447960533,3.05718599054804,1.510211264000394,0.2616910634420022,Iris-setosa
+21,6.207862726604079,3.0574816715262867,5.052200259632715,1.7671161213584683,Iris-virginica
+22,6.17952817833091,3.0542048930618195,1.5104618586019365,1.6658653975819329,Iris-setosa
+23,6.179750524619362,3.0554942447100597,1.5113111396375245,1.6669130916965345,Iris-setosa
+24,5.108963855016789,3.05520308265283,1.5100277612118538,0.26153646562452515,Iris-setosa
+25,5.109426649156099,3.060057827389336,1.5105371557908271,0.26195561470388307,Iris-setosa
+26,6.179599915190611,3.0550041728523296,1.5105795793576864,1.6660814259109464,Iris-setosa
+27,6.2115199132029115,3.0540094720771482,4.9953615232805895,1.716844031474494,Iris-virginica
+28,6.195419961163549,3.055467275673517,4.997695844235307,1.7356854179248289,Iris-virginica
+29,5.109169895891437,3.086457928445804,1.510035034740508,0.26156888998476113,Iris-setosa
+30,6.1796477499817675,3.054000000115408,4.900366609793634,1.6654688103421778,Iris-versicolor
+31,6.192469459815881,3.05400081699939,4.93892847452213,1.6811210959597063,Iris-virginica
+0,5.1089526521226745,3.0542605327359174,1.5100245092349873,0.26153239476486173,Iris-setosa
+1,6.206473757350118,3.0540044113446543,4.9765692099692656,1.7002951929535992,Iris-virginica
+2,5.109169586359044,3.0860134608535574,1.5100337582074903,0.2615627953707229,Iris-setosa
+3,6.179679064321667,3.0540420308341827,4.902613662785551,1.6666966814333504,Iris-versicolor
+4,6.184927075776037,3.054000189209706,4.918608853681918,1.670996840024968,Iris-virginica
+5,5.109162099036643,3.0838385830839314,1.510034219673743,0.26156202690024993,Iris-setosa
+6,6.402656595573932,3.054172717948744,5.26955697208941,1.7684013059841073,Iris-virginica
+7,6.179366800994461,3.0540000000566314,4.899492707626695,1.6654277242313056,Iris-versicolor
+8,6.179366871051009,3.0540000000504106,4.899492998672245,1.6654277538364999,Iris-versicolor
+9,6.17940024115051,3.054166663348221,1.5100542580304652,0.26154789872301476,Iris-setosa
+10,5.108949404574864,3.0540819120591634,1.5100235690438477,0.2615315155136419,Iris-setosa
+11,6.179368600943309,3.054000000031753,4.89949922021138,1.665428172818067,Iris-versicolor
+12,6.185167024754686,3.069074271284344,4.951506597164592,1.713574603196555,Iris-versicolor
+13,5.108970288384399,3.055762041920162,1.5100297993172613,0.2615394417054596,Iris-setosa
+14,6.179376135693066,3.0540000007218944,4.899577548890576,1.6654363213945136,Iris-versicolor
+15,5.108951247883418,3.0541917094334954,1.5100242833667137,0.26153213713637535,Iris-setosa
+16,6.1837931096766106,3.0614761240203454,4.935424372906442,1.6913332350898207,Iris-versicolor
+17,6.1839685773106785,3.062973328049637,4.936966963797497,1.6934457482643561,Iris-versicolor
+18,6.179367129275781,3.05400000006453,4.899494310354696,1.6654279537834447,Iris-versicolor
+19,5.109183661102655,3.0780896357336776,1.5100439965652779,0.26157843379006085,Iris-setosa
+20,5.109055410412422,3.0562999171825123,1.5101289671209024,0.2616189427754324,Iris-setosa
+21,6.179366679780289,3.054000001673968,4.899492099402065,1.6654276590380737,Iris-versicolor
+22,6.361600432694665,3.0541460956468947,5.224345910224772,1.76173781613137,Iris-virginica
+23,6.217231001679377,3.0540158141074065,5.0186116443951825,1.7492795761821318,Iris-virginica
+24,6.179929959896414,3.056611523204275,1.5117068189830674,1.6674009128845722,Iris-setosa
+25,5.109310938153247,3.06418580554238,1.5101978142421202,0.26174029465037524,Iris-setosa
+26,6.179429783826333,3.054273867054475,1.5102034713766173,1.6656455268177572,Iris-setosa
+27,6.1793666648741405,3.0540000001370573,4.899492065180526,1.6654276276035374,Iris-versicolor
+28,6.185135939307211,3.0689520822198038,4.951092164160945,1.7123238558601401,Iris-versicolor
+29,6.183114859897348,3.05975452770606,4.92692708305844,1.682838562366343,Iris-versicolor
+30,6.179367307818759,3.054000000100461,4.899495490190488,1.6654281717250567,Iris-versicolor
+31,6.179621237916482,3.054000001028146,4.9008000488994385,1.6655677760932648,Iris-versicolor
+0,6.19756090717436,3.0585314175526834,5.015579010114011,1.7516391846556467,Iris-virginica
+1,6.1793670848471605,3.0540000000482266,4.899493981153696,1.6654278678599206,Iris-versicolor
+2,6.179369706974826,3.0540264089791402,1.5100256108935655,0.2615325211973241,Iris-setosa
+3,5.108953362929766,3.054360133157076,1.510024687489158,0.261532634157853,Iris-setosa
+4,6.179366784702168,3.0540000000684673,4.899492603735032,1.6654277190764841,Iris-versicolor
+5,6.179366707533305,3.0540000001129552,4.899492243239251,1.6654276643340706,Iris-versicolor
+6,6.179366614713073,3.054000002860826,4.899491817277488,1.6654275956925544,Iris-versicolor
+7,6.179462796917961,3.054000000134193,4.899957292626185,1.6654572817144253,Iris-versicolor
+8,6.200965147643895,3.054003959353348,4.9684512495432696,1.7082374073815099,Iris-virginica
+9,6.179369970017764,3.0540000016390283,4.899524887054009,1.6654324156411264,Iris-versicolor
+10,5.109055505250113,3.05897573139838,1.510092037101143,0.26161049658340785,Iris-setosa
+11,6.179367141075349,3.0540000931055897,1.5100236293061873,1.665428262788965,Iris-versicolor
+12,6.179366712266855,3.0540000000755168,4.89949227945797,1.6654276626441238,Iris-versicolor
+13,6.1793670760061765,3.0540000193545933,4.899493860938117,1.6654282092924984,Iris-versicolor
+14,6.189960044497035,3.054165359068341,4.959804937534005,1.6986790057825936,Iris-virginica
+15,6.180415242599195,3.056907264956682,1.5113283494285985,0.2621846483893623,Iris-setosa
+16,6.179367699156929,3.0540013549715566,1.5100243956290051,1.6654290693026774,Iris-setosa
+17,6.226873387829627,3.054204051556037,5.057523147007233,1.7387854003841183,Iris-virginica
+18,5.109199992657941,3.074087064053346,1.5100637620773616,0.26160881403998654,Iris-setosa
+19,5.109368559731094,3.062136458208654,1.5103211589219812,0.26182592272055266,Iris-setosa
+20,6.179366739028826,3.0540000002536516,4.899492371586014,1.665427700694073,Iris-versicolor
+21,6.281131618858212,3.054225349628941,5.146499617258972,1.7585003585779317,Iris-virginica
+22,6.180109613564641,3.0540032341457892,4.9061728064311,1.667800624836642,Iris-versicolor
+23,6.1793666879878595,3.054000000150725,4.899492156941347,1.6654276509036108,Iris-versicolor

iris/lct_gan/1/14/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa

iris/lct_gan/1/14/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/lct_gan/1/14/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa

iris/lct_gan/1/15/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.109094158392832,3.0725623957384802,1.5100336076405105,0.26155363845654267,Iris-setosa
+1,6.181827645592027,3.058093314343153,4.916999326167034,1.67615181633193,Iris-setosa
+2,5.109061188606654,3.0680873858631545,1.510032403078266,0.2615489312139231,Iris-setosa
+3,6.23280526159004,3.054018558171721,5.032963972154538,1.7190579429714494,Iris-virginica
+4,6.1793682253601645,3.0540055620324504,1.510024457819862,0.2615316740237121,Iris-setosa
+5,6.184195237020877,3.0562010937700554,4.93916382516732,1.6921497006397148,Iris-versicolor
+6,6.179368158919187,3.0540000002349665,4.899503066948813,1.6654292290525339,Iris-versicolor
+7,6.1793666648529815,3.054000204978762,1.5100226399921435,1.665427629317542,Iris-setosa
+8,6.179782087067668,3.0547933855774225,1.5116901511076537,1.66715132899797,Iris-setosa
+9,6.1793670040802375,3.0540000000454834,4.899493501768861,1.665427799679032,Iris-versicolor
+10,6.179371826812172,3.0540000011194977,4.899525500387027,1.6654322425278196,Iris-versicolor
+11,6.179366608863459,3.0540000231987268,1.510022622026631,1.6654275944000967,Iris-versicolor
+12,6.179550310219606,3.054000000075209,4.900074303376181,1.6654503445760167,Iris-versicolor
+13,6.181968442886646,3.056000118855553,4.920593183141636,1.677693966593756,Iris-versicolor
+14,6.18391548019423,3.05539863790082,4.936113284213659,1.6880259518949496,Iris-versicolor
+15,6.179812508801187,3.0552202880791017,1.5118765693778493,1.6675381447072497,Iris-setosa
+16,6.183974652872933,3.0571850686724558,4.938286023010012,1.6928402359886783,Iris-versicolor
+17,6.17936674248457,3.054000000074074,4.899492428478925,1.6654276898200524,Iris-versicolor
+18,6.179367808867995,3.054000000066266,4.899498226405146,1.6654283877514742,Iris-versicolor
+19,6.179367015133733,3.054000000244072,4.899494031920951,1.6654280739062408,Iris-versicolor
+20,6.183136906425248,3.05934117849606,4.933358530097357,1.6913550149215797,Iris-versicolor
+21,6.179669541385902,3.0540318960072432,4.902253469615039,1.6664924663506615,Iris-versicolor
+22,6.179366883969492,3.0540000006809085,4.899493294116068,1.6654279475546054,Iris-versicolor
+23,6.179369859182038,3.054000000199751,4.899517040994745,1.6654300591353406,Iris-versicolor
+24,6.179366942889758,3.0540000000707583,4.899493371655594,1.6654278521433743,Iris-versicolor
+25,6.180057838037232,3.0540000030827827,4.902440309342876,1.6658184266120946,Iris-versicolor
+26,6.179563304625114,3.054000000249722,4.900358337103236,1.6654926492544848,Iris-versicolor
+27,5.108948860561526,3.0540196298696958,1.5100235483521705,0.26153141554142534,Iris-setosa
+28,6.179366831393193,3.0540000001083456,4.899492791285292,1.6654277746812332,Iris-versicolor
+29,6.188543008230022,3.054000162444227,4.923478221041649,1.671727401177772,Iris-virginica
+30,6.179367041905406,3.0540000001135588,4.899493897266664,1.665427963009835,Iris-versicolor
+31,6.17936830487426,3.0540000000580636,4.899501778594364,1.66542855540197,Iris-versicolor
+0,5.108952889017537,3.054215718559667,1.51002694347131,0.26153426367914523,Iris-setosa
+1,6.212287250197019,3.05580333393702,5.0586808304242945,1.766854626345989,Iris-virginica
+2,6.182208517357429,3.0575723984924705,4.920965619729785,1.678574393168562,Iris-versicolor
+3,6.179367786742024,3.054000003423157,4.899499388628572,1.6654295126776144,Iris-versicolor
+4,6.22960504483836,3.0540162410515395,5.032925050859068,1.7363372696433155,Iris-virginica
+5,6.184717496591108,3.0661898773344314,4.9460920064903595,1.7046490059552075,Iris-versicolor
+6,6.179366791946756,3.0540000134535648,4.899492282938783,1.6654277424765116,Iris-versicolor
+7,6.179366793499451,3.0540009667453827,1.5100226983714755,0.26153090986067407,Iris-setosa
+8,6.1853690374610855,3.0540001104008447,4.917533326153282,1.6698237083188712,Iris-virginica
+9,5.109071335560719,3.0638749928045184,1.5100703863363263,0.2616034255582832,Iris-setosa
+10,6.179449493727727,3.054072306232799,1.510361555835911,1.6657342725002215,Iris-setosa
+11,6.180763307670492,3.056734112533067,1.5133844606106543,1.6687890201027458,Iris-setosa
+12,6.179874775688904,3.057592648764524,1.5106323426978774,0.2619945458118326,Iris-setosa
+13,6.187244828352274,3.065341709939357,4.966393973921653,1.7290609754882384,Iris-virginica
+14,6.179366768969673,3.054000000072252,4.899492554693917,1.665427713968858,Iris-versicolor
+15,6.18753792708435,3.059547873426193,4.96597851535688,1.7220034551836232,Iris-virginica
+16,6.363787163813558,3.0541683605219765,5.2347095305953335,1.767639868318633,Iris-virginica
+17,6.189975866266477,3.0540004176847346,4.930604829682581,1.6754873870909461,Iris-virginica
+18,5.109103950631126,3.0697953474342996,1.510054955106099,0.2615897733106073,Iris-setosa
+19,6.209696498545577,3.0540051681936955,4.9807762055426625,1.6954528957319428,Iris-virginica
+20,6.470900378400579,3.0541709794329637,5.341343349421677,1.7655103485718495,Iris-virginica
+21,6.179941851931954,3.0591557496921498,1.5104407885451738,0.261885337981411,Iris-setosa
+22,6.179366927660552,3.054000000052737,4.899493268149331,1.6654277973343496,Iris-versicolor
+23,6.179453131038811,3.0540000003722136,4.899999936319664,1.6654700450615079,Iris-versicolor
+24,6.179370290957839,3.0540000000640055,4.899513802087288,1.6654292555769128,Iris-versicolor
+25,6.179366843174165,3.0540000000676497,4.899492861655368,1.6654277644552027,Iris-versicolor
+26,6.179828749836364,3.054000000273786,4.900932748848886,1.6655159964526742,Iris-versicolor
+27,6.1793666630900885,3.054000000467254,4.899492062568509,1.6654276416786142,Iris-versicolor
+28,6.1810980540175455,3.0563694953447755,1.515929342231809,1.6715148055662312,Iris-setosa
+29,6.179384489120706,3.0540000268664245,4.899669303744377,1.6654572354191812,Iris-versicolor
+30,6.179366702886817,3.0540000003344403,4.899492221293689,1.6654276734303874,Iris-versicolor
+31,6.179366697116137,3.054000000090384,4.899492208975872,1.665427653191029,Iris-versicolor
+0,5.109139789952465,3.080026330313752,1.5100349253392358,0.2615602079777491,Iris-setosa
+1,5.1089501449933135,3.054057987686029,1.5100243820524675,0.26153197306012654,Iris-setosa
+2,5.109165100201857,3.084174159480793,1.5100335915514291,0.2615602239334655,Iris-setosa
+3,6.238694428982739,3.0541251254425332,5.068603109318459,1.7341787514477758,Iris-virginica
+4,6.189598169103487,3.0606639216461486,4.980735983535519,1.7364812178385367,Iris-virginica
+5,6.1794560837260315,3.05400000081109,4.9000877312309346,1.6654889919174583,Iris-versicolor
+6,5.109117629382856,3.0755264102774786,1.5100353982119563,0.26155915836288596,Iris-setosa
+7,6.179392629785665,3.0540000004398715,4.899685756826137,1.6654452902887622,Iris-versicolor
+8,6.179846312765599,3.057217911873657,1.5108150070934052,0.2620678876886823,Iris-setosa
+9,5.109054153060375,3.0659755989160837,1.5100362219998085,0.2615545380526682,Iris-setosa
+10,5.1090641820470095,3.0690404084054337,1.510036026365477,0.2615562925120329,Iris-setosa
+11,5.109287897654347,3.061233049114641,1.5104170846512985,0.2619183537481513,Iris-setosa
+12,6.179383570370132,3.0540100926665956,1.5100599477128052,1.6654586680801522,Iris-setosa
+13,5.1091714371992945,3.0840453858781363,1.51003591934552,0.26156706515251965,Iris-setosa
+14,6.182094913685464,3.0573111056267672,1.5180368130071116,1.6726779519266461,Iris-setosa
+15,6.179385216992788,3.054000294011934,4.899645013879668,1.6654650526053276,Iris-versicolor
+16,5.109055345526172,3.0679983931741557,1.5100315703628822,0.26154717511814946,Iris-setosa
+17,6.183305730645153,3.0540001061548554,4.913632226073114,1.6689109500887147,Iris-virginica
+18,6.1874923106934725,3.054000221643149,4.923696915698651,1.672776846979511,Iris-virginica
+19,6.180133237720395,3.0567631780768867,1.5128187106986506,1.6686513100976712,Iris-setosa
+20,6.18583022175242,3.054000533511501,4.923328368738681,1.6726588686765589,Iris-virginica
+21,5.109029514265171,3.0630858584500134,1.5100320821376205,0.26154641131042106,Iris-setosa
+22,5.109174335340772,3.085021816533915,1.5100364648363538,0.2615704865569156,Iris-setosa
+23,6.17936742540704,3.0540000000392276,4.899495316405752,1.6654279582198066,Iris-versicolor
+24,6.1793668275878595,3.0540000000615892,4.899492859425888,1.6654277593914113,Iris-versicolor
+25,6.179425058372078,3.0540000000492555,4.899698055596324,1.6654343285746307,Iris-versicolor
+26,6.179366669405205,3.0540000000761496,4.899492095544725,1.665427624896862,Iris-versicolor
+27,6.179367385844542,3.05400000004182,4.899495143321396,1.6654279598682582,Iris-versicolor
+28,6.179366836587863,3.0540000000731635,4.899492869519568,1.6654277688886026,Iris-versicolor
+29,6.17936668589609,3.0540000013333497,4.89949214353966,1.6654276679104618,Iris-versicolor
+30,6.179446722094501,3.0540001024038443,4.900069982848176,1.6655171293256537,Iris-versicolor
+31,6.17936703214963,3.0540000000506278,4.899493750636449,1.66542785122192,Iris-versicolor
+0,6.179793516612404,3.0566449334968095,1.5105806421924637,0.26192025401271934,Iris-setosa
+1,5.1091707785494105,3.075682995101642,1.5100521643198257,0.26159086319979885,Iris-setosa
+2,6.423788957894294,3.054181275773019,5.289246420010637,1.7662713947191138,Iris-virginica
+3,5.1089723828203155,3.0564386034128748,1.5100272564938422,0.26153646685474885,Iris-setosa
+4,5.10895527795448,3.0543551470850145,1.5100261666092119,0.2615339280545156,Iris-setosa
+5,6.179412912405601,3.0540000000775898,4.89970240497312,1.6654373637137727,Iris-versicolor
+6,6.264199701375492,3.0541572387375218,5.112869191645233,1.7449636295167368,Iris-virginica
+7,5.109145871965514,3.081697172154982,1.5100345945644622,0.2615612318621965,Iris-setosa
+8,6.186156453196708,3.0779328657696894,4.9640597155011505,1.7364373025459783,Iris-virginica
+9,6.179366842316373,3.0540000001614636,4.899492841810182,1.6654277960785453,Iris-versicolor
+10,6.201152563174933,3.054009925588752,4.969757558029329,1.6917470861510817,Iris-virginica
+11,6.187653285728956,3.0567113012942633,4.961988763646694,1.7112417549926957,Iris-virginica
+12,6.179374433783608,3.0540000000245104,4.899514138100297,1.6654285292912971,Iris-versicolor
+13,6.179571749265357,3.054000000543965,4.900521617847216,1.6655256807550083,Iris-versicolor
+14,6.18924281581504,3.0621733453063547,4.980094707666645,1.7392034113263608,Iris-virginica
+15,6.179367153156231,3.0540000000605168,4.89949446229387,1.6654279634725286,Iris-versicolor
+16,6.209555595977001,3.054006537467464,4.982646191190095,1.696891796932143,Iris-virginica
+17,6.249007880138965,3.0550810102062558,5.135580292839462,1.7768686181100073,Iris-virginica
+18,6.17936752621623,3.0540000000497343,4.89949633043637,1.6654281267763236,Iris-versicolor
+19,5.1089483381630085,3.0540104269912924,1.5100230003223871,0.26153109786390016,Iris-setosa
+20,6.181031561312921,3.0562270135467657,4.911280982578116,1.672154774299212,Iris-versicolor
+21,5.1090903351002535,3.07255856092924,1.5100331776706732,0.2615523885026377,Iris-setosa
+22,5.10895346541305,3.0544328955985516,1.510024678998321,0.26153264889173194,Iris-setosa
+23,6.179366649512692,3.054000000231644,4.899492012857548,1.6654276208628305,Iris-versicolor

iris/lct_gan/1/15/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa

iris/lct_gan/1/15/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/lct_gan/1/15/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa

iris/lct_gan/1/16/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108956668555533,3.0544660325582953,1.5100297935336098,0.26153708893006533,Iris-setosa
+1,6.185702622744454,3.061892039831786,4.95282268600189,1.710770484523282,Iris-virginica
+2,6.179512234925602,3.0540002225549636,4.900965473785319,1.6657960949843584,Iris-versicolor
+3,6.179883962061736,3.0563433640659396,1.5108847694910714,0.2620236116082553,Iris-setosa
+4,6.186158052524244,3.0768206471267616,4.963635858591291,1.7356258680050831,Iris-virginica
+5,6.179732704692694,3.054241029890442,4.902499663888545,1.6668428270245252,Iris-versicolor
+6,5.108953387685263,3.0544364897260197,1.510024690012304,0.2615325138805197,Iris-setosa
+7,6.265937533185836,3.05488689311235,5.164175063235422,1.7808835329490131,Iris-virginica
+8,6.184193382177411,3.0633624662027668,4.9385522186567945,1.6945086451635984,Iris-versicolor
+9,6.179366730736044,3.054000000105033,4.899492333815963,1.6654276820947278,Iris-versicolor
+10,6.17939249568501,3.054000000074954,4.899626816239872,1.6654343667387348,Iris-versicolor
+11,6.181140616243601,3.057448015118529,1.5159250454172595,1.6715912772292794,Iris-setosa
+12,6.1831970593369565,3.0554357509898504,4.932996391331078,1.6874868215317824,Iris-versicolor
+13,6.1967249441093415,3.054001624200369,4.950183910967601,1.6849148633691025,Iris-virginica
+14,6.179627353958664,3.05400000135664,4.900757575269713,1.665540928879038,Iris-versicolor
+15,6.186625249283177,3.0747603177816023,4.966198079239471,1.7370886257148814,Iris-virginica
+16,6.1794855418335555,3.055788477874753,1.5101212629962752,0.261620909896494,Iris-setosa
+17,6.206384228472676,3.057708846543343,5.047742620671828,1.7635674590304842,Iris-virginica
+18,6.179431532938317,3.0548465432962093,1.5100881397906387,0.2615835196440373,Iris-setosa
+19,6.179366661775273,3.054000000750654,4.899492071750073,1.6654276502550855,Iris-versicolor
+20,6.179366754174927,3.0540000022782756,4.899492405844241,1.6654277414540455,Iris-versicolor
+21,6.180573085037272,3.0560776849963003,1.513958094980706,1.6693390071435277,Iris-setosa
+22,6.179723567296653,3.054779251610782,1.5110137233974632,1.6664777334388516,Iris-setosa
+23,5.109159121993998,3.0832176788485692,1.5100357559045543,0.2615655215317582,Iris-setosa
+24,5.1091161145803605,3.0763788616471075,1.5100327336473949,0.26155315257435013,Iris-setosa
+25,6.18006818320792,3.0540000016020836,4.90211784794981,1.6657052063514415,Iris-versicolor
+26,5.108949442087428,3.054059731207628,1.5100235186468427,0.26153147662468246,Iris-setosa
+27,6.183974720847839,3.0617475172696857,4.934514884662349,1.6889906201379472,Iris-versicolor
+28,6.1825174023028415,3.0570191878166986,4.922353422804946,1.6784330053393017,Iris-versicolor
+29,5.109158039809205,3.0613733343896206,1.5102037681192269,0.2617292961154479,Iris-setosa
+30,6.179386002790602,3.054000000950611,4.899654817986581,1.6654442873340018,Iris-versicolor
+31,6.181178984766535,3.055039740124442,4.913568475567543,1.6727547368042626,Iris-versicolor
+0,6.182535488856721,3.054000012486734,4.908072411409508,1.666721817922013,Iris-virginica
+1,5.109149291169842,3.0800639587757077,1.5100397136433343,0.26157159641262984,Iris-setosa
+2,6.183227615974521,3.05916464968551,4.925709989010334,1.6805748415964423,Iris-versicolor
+3,5.108948526932135,3.0540120849258128,1.5100232134432525,0.2615311990480867,Iris-setosa
+4,6.179368386022709,3.054000000034056,4.899499097291801,1.6654281943809612,Iris-versicolor
+5,6.1861520902535005,3.0722170310795778,4.9608768552750755,1.7279630409718503,Iris-virginica
+6,6.179366774536676,3.0540000001049643,4.899492513455362,1.6654277168563116,Iris-versicolor
+7,6.17936659470336,3.054000024069361,1.5100226104600032,1.665427584752408,Iris-versicolor
+8,6.179369562291218,3.054000000060196,4.899509665998577,1.665429023688281,Iris-versicolor
+9,6.179366829561589,3.0540000048536458,4.899492586327914,1.6654278054264837,Iris-versicolor
+10,6.180167422823591,3.056647014307449,1.5122403466779917,1.6678818620104028,Iris-setosa
+11,6.179653045597335,3.054000000700747,4.900823038431099,1.665557509815425,Iris-versicolor
+12,6.18623168085107,3.054000331769169,4.922389354964935,1.67154495980937,Iris-virginica
+13,6.185325576049029,3.0543820369843444,4.942848184784707,1.69084844582288,Iris-virginica
+14,6.1794956902800715,3.0540000000463148,4.899849833904263,1.6654373253967316,Iris-versicolor
+15,6.184240632406162,3.058235054575669,4.940231446807814,1.6949038664833653,Iris-versicolor
+16,6.218444446479221,3.0540152677767,5.019042680232934,1.7451761456011414,Iris-virginica
+17,6.180226724306027,3.057565579712228,1.511121310094794,0.2621786074559546,Iris-setosa
+18,5.109140179359641,3.07384292258126,1.5100474160683937,0.26157978937839244,Iris-setosa
+19,6.1793667448042715,3.054000000140389,4.899492382923203,1.6654276959972405,Iris-versicolor
+20,6.188777951815451,3.065134181880013,4.979631247838371,1.7441335848102584,Iris-virginica
+21,5.108949039726422,3.0540403865579697,1.5100233310559517,0.26153133606114704,Iris-setosa
+22,6.179366662916113,3.0540000006409915,4.899492048485858,1.665427639065309,Iris-versicolor
+23,5.108952214141687,3.0541725305952907,1.5100251734023005,0.2615328948006425,Iris-setosa
+24,6.186954410271626,3.0629097510338035,4.964171676759842,1.7253251805064667,Iris-virginica
+25,6.18481001636442,3.0649427706448944,4.946867408870463,1.7052449880251228,Iris-versicolor
+26,5.109434842169313,3.0680986713429093,1.510136888418922,0.26168812154626314,Iris-setosa
+27,6.1868176454575945,3.076448981343358,4.968893272642612,1.7422770380848116,Iris-virginica
+28,6.18826603732876,3.0540004110013514,4.92755491407107,1.6744620245531017,Iris-virginica
+29,6.201987796991214,3.0540049158428157,4.973294718357823,1.712680359291587,Iris-virginica
+30,5.109197594236669,3.06231831300899,1.5102747203039406,0.26180758432272244,Iris-setosa
+31,6.188376729060321,3.05402716264727,4.943490057855335,1.683236465585849,Iris-virginica
+0,6.193763085723505,3.0572164082162976,4.994138385300596,1.7342111234784419,Iris-virginica
+1,6.1793698155195305,3.0540000004606913,4.899518215859364,1.6654306932107195,Iris-versicolor
+2,5.109170355257905,3.0867100373700027,1.5100338202057055,0.2615640377638935,Iris-setosa
+3,6.179372306599335,3.0540000000574743,4.899522875085868,1.6654294143533903,Iris-versicolor
+4,6.179366651921084,3.0540000002668353,4.899492015732972,1.6654276242139983,Iris-versicolor
+5,6.188241345356947,3.06566311589502,4.9755188665324,1.7408908548115918,Iris-virginica
+6,6.183035823208115,3.0540009753838198,4.916904539930516,1.6705647144434224,Iris-virginica
+7,6.182166426249761,3.0548647081291276,4.9239018575184,1.6793099213008242,Iris-versicolor
+8,6.179368942640784,3.054000000051583,4.899504057871847,1.6654286630229795,Iris-versicolor
+9,6.194446362508521,3.0540396754392987,4.960135293285466,1.6864352444027877,Iris-virginica
+10,6.1793666890967325,3.0540000000632106,4.899492211617565,1.6654276407937514,Iris-versicolor
+11,5.109135750479142,3.0731211058720045,1.5100447964455568,0.2615744155864492,Iris-setosa
+12,6.179737900720666,3.056016393652347,1.5107026568437314,0.26194206045405877,Iris-setosa
+13,6.181393256311526,3.0540000446100604,4.907958313825694,1.6673633809701631,Iris-virginica
+14,5.10899238157127,3.058750017778506,1.5100289868698629,0.2615398158429445,Iris-setosa
+15,6.22808202209765,3.054050922759119,5.041689458733525,1.7306796553251813,Iris-virginica
+16,6.180009211752369,3.057103456220342,1.5107386155749223,0.2619907726786908,Iris-setosa
+17,6.203159766640617,3.0543151282566203,5.004891362454554,1.719876702165524,Iris-virginica
+18,5.108949136494628,3.0540730946366557,1.5100234353631217,0.261531371842233,Iris-setosa
+19,5.109111277858074,3.074384905734092,1.5100323748001472,0.26155083839166254,Iris-setosa
+20,6.179366716875876,3.054000000069309,4.899492311693587,1.665427665005397,Iris-versicolor
+21,6.235422837882403,3.0540213615150527,5.048845561637003,1.7492658338929596,Iris-virginica
+22,6.18906681449081,3.0540002301932,4.926008152147869,1.673274201534005,Iris-virginica
+23,6.179809008006372,3.054000002780275,4.901706750560281,1.665725188691491,Iris-versicolor
+24,6.179366954389416,3.0540000000516967,4.899493380496987,1.6654278088867285,Iris-versicolor
+25,6.21267377991474,3.0549153366266064,5.047217133155609,1.7504588812331714,Iris-virginica
+26,5.1089532828548165,3.054277675350485,1.5100250397437793,0.2615329006527734,Iris-setosa
+27,6.192109249981829,3.0572046542522906,4.98606576843396,1.7286276888105014,Iris-virginica
+28,6.179366730894955,3.0540000000599212,4.899492378561763,1.6654276674778006,Iris-versicolor
+29,6.179367850106972,3.054000000044199,4.899497942123322,1.6654282387848072,Iris-versicolor
+30,6.179367051667097,3.0540000001870644,4.899494072350826,1.6654280571566742,Iris-versicolor
+31,6.188950902983635,3.05819274891827,4.972259764591291,1.7224821253472062,Iris-virginica
+0,5.108956430362785,3.05442178884413,1.5100296995764793,0.2615369734130121,Iris-setosa
+1,6.17938092740311,3.0540000000311607,4.899539084897928,1.6654293941695162,Iris-versicolor
+2,6.179366746291584,3.054000038147108,1.5100228061620244,1.6654277147034227,Iris-versicolor
+3,6.185802568166234,3.071384064469075,4.957740970751374,1.7232328615149397,Iris-virginica
+4,6.180021740704064,3.057949813269912,1.5106890469356042,0.26201514092551875,Iris-setosa
+5,6.180029658211981,3.054009696273049,4.905659124593012,1.6676346315152915,Iris-versicolor
+6,6.179368910232195,3.0540000006284655,4.899507193225331,1.6654301373645057,Iris-versicolor
+7,5.108965956498596,3.055074522464069,1.510028944870375,0.26153754215481506,Iris-setosa
+8,6.205168139971867,3.054005838990686,4.977839429959798,1.704886866318408,Iris-virginica
+9,6.179825482944945,3.0540198138130923,4.903498092201723,1.6668138974992872,Iris-versicolor
+10,6.3893299555658025,3.054116319100745,5.244507141278301,1.7626660601302275,Iris-virginica
+11,5.109182383285497,3.0841247899341226,1.5100371254849057,0.26157096760863896,Iris-setosa
+12,6.179366955801858,3.0540003892714767,1.5100229062504817,1.6654278356231131,Iris-setosa
+13,6.217533697073846,3.054010642200617,5.006462647170201,1.7192747559682091,Iris-virginica
+14,6.179366961254267,3.054000085067744,1.5100231208811237,1.665427924767719,Iris-versicolor
+15,6.179366903347047,3.0540002748328705,1.5100228532223574,1.6654277872179934,Iris-setosa
+16,5.1091308679969965,3.0782989709187034,1.5100333832255515,0.2615556980142908,Iris-setosa
+17,6.179366685801283,3.054000003241691,4.89949205341123,1.665427659133846,Iris-versicolor
+18,6.179368161961344,3.054000000039943,4.89949912412991,1.6654282656440837,Iris-versicolor
+19,5.108962258715754,3.0552826478005874,1.5100271316184215,0.26153592076233323,Iris-setosa
+20,6.179367300015585,3.0540000000417415,4.899494805877474,1.6654279250092219,Iris-versicolor
+21,6.1793666765619655,3.0540000000855194,4.899492128120418,1.6654276345282961,Iris-versicolor
+22,6.183116902630425,3.054000131540575,4.913839006398787,1.6692164680612602,Iris-virginica
+23,6.179366722848318,3.054000000061845,4.899492356408662,1.6654276671285027,Iris-versicolor

iris/lct_gan/1/16/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa

iris/lct_gan/1/16/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/lct_gan/1/16/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa

iris/lct_gan/1/17/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.1795703496358945,3.05627631205609,1.5101773618934178,0.26165765466875684,Iris-setosa
+1,6.1843840852537815,3.063504007208732,4.9413730651850205,1.6977464648713807,Iris-versicolor
+2,6.179368722383773,3.054000000119835,4.899505686289679,1.6654291249421012,Iris-versicolor
+3,5.1089526984550115,3.054287768439211,1.5100245735797102,0.26153245014899107,Iris-setosa
+4,6.179366590213423,3.054000002446826,4.899491753961213,1.6654275752062169,Iris-versicolor
+5,5.109131951373186,3.0787293855932925,1.5100362745375768,0.26156301950332567,Iris-setosa
+6,5.108954185085954,3.054316304397605,1.5100277949803607,0.2615353204649653,Iris-setosa
+7,6.186737757861973,3.079170634972411,4.9697779441834475,1.7453728182486468,Iris-virginica
+8,5.109267911843812,3.07529104765291,1.5100609097481714,0.261604306068805,Iris-setosa
+9,6.190417746381637,3.0569331096712675,4.976708523693636,1.721461124159089,Iris-virginica
+10,5.109110665429235,3.069838697521797,1.5100520193956668,0.26158417436512876,Iris-setosa
+11,6.185422702778032,3.0728956216645225,4.9559248895973464,1.722994439975638,Iris-virginica
+12,6.179368107047982,3.054000000085555,4.8995010495516755,1.6654286923045023,Iris-versicolor
+13,5.1090357821039865,3.061724564761146,1.51004205546366,0.26156160424003133,Iris-setosa
+14,6.179367869648141,3.0540000000876617,4.899499218019782,1.6654285585858633,Iris-versicolor
+15,6.204761082529663,3.0540059026152067,4.977812840411543,1.7064579799554838,Iris-virginica
+16,5.108956172476772,3.054305308701924,1.5100298546468336,0.2615366263076319,Iris-setosa
+17,6.18145194166244,3.056584815778354,4.915010492680474,1.6745283012450933,Iris-versicolor
+18,6.1872322045407255,3.0593486231294063,4.963843190781412,1.719323588076955,Iris-virginica
+19,6.17958825400831,3.0540000014419806,4.900766681619365,1.6655808066018214,Iris-versicolor
+20,6.179417599918093,3.054000000054307,4.899692458735219,1.6654351135530294,Iris-versicolor
+21,6.179366691881234,3.0540000001141614,4.899492161363857,1.6654276469652516,Iris-versicolor
+22,6.183788652265712,3.0625065116656707,4.934397195269556,1.6898163711947223,Iris-versicolor
+23,6.179366679436785,3.054000000085232,4.899492134731664,1.6654276358660949,Iris-versicolor
+24,6.216138776703997,3.0540084619009047,5.001959370739143,1.7186860104598758,Iris-virginica
+25,6.179368884040512,3.054000007665318,4.899507720770748,1.6654314105452508,Iris-versicolor
+26,5.109166065181458,3.0835621419570205,1.5100378508994716,0.2615714185807741,Iris-setosa
+27,6.17940930205844,3.0540000512081527,4.899986935456347,1.6655373612458175,Iris-versicolor
+28,6.224775608324357,3.055842359198458,5.092457786210827,1.775077148236371,Iris-virginica
+29,6.179758142122645,3.054086641488689,4.903249886085265,1.6671251100226314,Iris-versicolor
+30,6.179367816743082,3.0540000000406455,4.899497653073187,1.6654281821639394,Iris-versicolor
+31,6.186781158619499,3.075184052933295,4.967747170562184,1.739511451328709,Iris-virginica
+0,6.1864077693226145,3.071368462816535,4.962640307633685,1.7300791773211541,Iris-virginica
+1,5.109250082716436,3.0635908112230195,1.5102262982167147,0.26176850886075215,Iris-setosa
+2,5.108999047695082,3.0574899239327378,1.5100444294285413,0.2615588606502198,Iris-setosa
+3,6.193311050505952,3.0540010199547076,4.940756765481653,1.67938138316211,Iris-virginica
+4,6.179403072558623,3.0540000000469076,4.89963043165796,1.6654321996342245,Iris-versicolor
+5,6.440283688667681,3.0542868763972995,5.320656630851929,1.772155809011015,Iris-virginica
+6,6.1838226268209935,3.062057251366829,4.9337489030617485,1.6887376863236605,Iris-versicolor
+7,6.182235203957001,3.0540002157862656,4.911394946495046,1.6677420979621356,Iris-virginica
+8,6.188327073914249,3.0652039651047556,4.975802871923639,1.740277463231937,Iris-virginica
+9,6.207932932481526,3.0540051328573954,4.981405568643563,1.7053827273940632,Iris-virginica
+10,5.108951665371672,3.0542087200353185,1.5100242672344228,0.26153215652889694,Iris-setosa
+11,6.193144826413355,3.054000903288594,4.940636559086701,1.6819176250760801,Iris-virginica
+12,5.109016975128651,3.0615124049863587,1.5100333469529026,0.26154807064950525,Iris-setosa
+13,6.1793684242999545,3.054000000210069,4.899503878643993,1.6654292312048007,Iris-versicolor
+14,6.179366668825471,3.054000041412561,1.5100226761294129,1.6654276342385277,Iris-versicolor
+15,6.190235699125242,3.0540005335985607,4.932521353292881,1.6773366678909452,Iris-virginica
+16,6.1793666621938925,3.0540001818217286,1.5100226432728783,1.665427631316312,Iris-setosa
+17,6.180813470101088,3.057565233581251,1.5149863344195154,1.670914699912335,Iris-setosa
+18,6.1855925549876725,3.0570120782461876,4.949423444884771,1.7016384299418303,Iris-virginica
+19,6.242205314062499,3.0540304067133133,5.0576765309299985,1.7366052508074743,Iris-virginica
+20,6.179598484732786,3.0540000187021668,4.901102144462006,1.6656714336235958,Iris-versicolor
+21,6.1793667415378,3.0540000001833896,4.899492373441068,1.665427700601574,Iris-versicolor
+22,6.179366948255063,3.054000000062434,4.8994934455741355,1.665427845224602,Iris-versicolor
+23,5.108987535746974,3.0584883918623573,1.5100284108652264,0.2615387538281269,Iris-setosa
+24,6.179366695717482,3.0540000000990664,4.899492185932887,1.6654276499454035,Iris-versicolor
+25,6.180992289943798,3.057247239028099,1.516041110621179,1.67227673874694,Iris-setosa
+26,6.17936674478474,3.054000000098597,4.899492389261644,1.6654276930196028,Iris-versicolor
+27,6.179366795191058,3.054000000063154,4.899492649307643,1.665427721845601,Iris-versicolor
+28,5.109332002600009,3.0612391031869115,1.510423736791496,0.2619073921534785,Iris-setosa
+29,6.179415972077044,3.0540000000290326,4.899611040164273,1.6654307293840565,Iris-versicolor
+30,5.108990319303049,3.05855339485732,1.5100298901857234,0.26154126291922464,Iris-setosa
+31,6.184925644468526,3.0622626004109312,4.947766772825133,1.7064372262277003,Iris-versicolor
+0,5.108948102161492,3.054003839268334,1.5100228595853842,0.2615310003626365,Iris-setosa
+1,5.1091154389434745,3.074212735356504,1.5100368458403959,0.2615611464772366,Iris-setosa
+2,6.1793677488541325,3.054000000059726,4.899497975360654,1.6654283415073086,Iris-versicolor
+3,6.179367062414769,3.054000000045196,4.899493810864562,1.6654278346360685,Iris-versicolor
+4,6.189634578554767,3.0540012819256535,4.934777897317583,1.6774308891951777,Iris-virginica
+5,6.179367269344071,3.054000000065721,4.899495080137182,1.665428054718995,Iris-versicolor
+6,6.185732631399697,3.0639561645433537,4.953427998443668,1.7123428966957546,Iris-virginica
+7,6.179366683424561,3.054000000328828,4.8994921405476815,1.6654276553833844,Iris-versicolor
+8,6.1795962042618315,3.0540000823338898,4.901454741777289,1.6658533990271844,Iris-versicolor
+9,6.179374729531641,3.054000000224131,4.899551486156442,1.6654318382541227,Iris-versicolor
+10,6.183767781529394,3.056668098714909,4.937603630894719,1.692723173675205,Iris-versicolor
+11,6.181037265279022,3.0570228318514236,1.5153384470644464,1.670845257224651,Iris-setosa
+12,5.1090518810295755,3.067257746134808,1.5100320955709272,0.2615481798411524,Iris-setosa
+13,6.179553223706875,3.054078590296023,4.901211815698199,1.6661752813393726,Iris-versicolor
+14,5.109090431962038,3.0634587469612162,1.5100925089216362,0.26163203666054263,Iris-setosa
+15,6.363371567328782,3.0544616241174567,5.268935657141992,1.7778741021264004,Iris-virginica
+16,6.189780035093467,3.0540003116052583,4.928591990874205,1.6746849631785223,Iris-virginica
+17,5.10909312309524,3.067205541533951,1.5100607147011669,0.26159668349510984,Iris-setosa
+18,6.185319861973839,3.0703219350032667,4.953608071969432,1.7176598966964658,Iris-virginica
+19,6.27908596320817,3.0545814098859556,5.172743826564558,1.7797454417148828,Iris-virginica
+20,6.179369099777947,3.054000000081683,4.89950767930977,1.665429084362372,Iris-versicolor
+21,6.180642072508101,3.0545778740674705,4.9108312333765,1.6714994621307127,Iris-versicolor
+22,6.179366713455003,3.0540000000708742,4.89949228983104,1.6654276611881127,Iris-versicolor
+23,6.17940526562899,3.0540000000780623,4.899678856859469,1.665436810271335,Iris-versicolor
+24,6.179367402188409,3.0540017047968595,1.5100234986260106,0.26153121917294503,Iris-setosa
+25,6.179367542626222,3.054000000101608,4.899497222795498,1.6654284015203664,Iris-versicolor
+26,5.1092152683800665,3.0703695255977075,1.5100827072103309,0.2616341631754191,Iris-setosa
+27,6.180510261583224,3.0540001600826416,4.906291674593849,1.6670234149008598,Iris-versicolor
+28,6.179367725877539,3.0540000000560665,4.899497971353792,1.6654283137018846,Iris-versicolor
+29,5.1091098456462305,3.072366152353935,1.5100400180964122,0.2615654218362417,Iris-setosa
+30,6.179367378924246,3.0540000000857317,4.899496202075581,1.665428238543852,Iris-versicolor
+31,6.179942553424271,3.0551726504953685,1.5123909855069912,1.6680452278775157,Iris-setosa
+0,6.179366632567582,3.0540000012783968,4.899491910132008,1.6654276096536134,Iris-versicolor
+1,6.179366810389945,3.0540000007165142,4.899492729988002,1.665427803734919,Iris-versicolor
+2,6.179368423456566,3.0540000000559493,4.8995016367336035,1.6654285480915711,Iris-versicolor
+3,6.179366719674398,3.0540000001242125,4.89949229445975,1.6654276776432313,Iris-versicolor
+4,6.179379459926739,3.0540000440018695,4.8995909084401355,1.6654477137890313,Iris-versicolor
+5,6.186505706173064,3.0540002176781127,4.921860729794473,1.6718998033667387,Iris-virginica
+6,6.179366745536811,3.054000083286612,1.5100227393745729,1.6654276830391448,Iris-versicolor
+7,6.179366713614596,3.0540000114413495,4.899492078600917,1.665427679644391,Iris-versicolor
+8,6.184127326603722,3.0624021467365234,4.938413733510774,1.6946034512981574,Iris-versicolor
+9,5.108958752926234,3.0546287800231378,1.5100276416579845,0.26153582300476536,Iris-setosa
+10,6.17936662018211,3.0540000022713247,4.899491851597451,1.6654276028622386,Iris-versicolor
+11,6.179366934596508,3.0540000590719014,1.5100230774005654,1.6654278799949231,Iris-versicolor
+12,6.179366737822891,3.0540000001120893,4.899492370165216,1.665427691187149,Iris-versicolor
+13,6.309588549914985,3.0541871989770915,5.181700302027233,1.76626668997529,Iris-virginica
+14,6.179366742182129,3.054000000084666,4.899492418083241,1.6654276930962952,Iris-versicolor
+15,5.109177861898857,3.076627090684543,1.5100467220190146,0.26158099314531136,Iris-setosa
+16,6.1793699348834386,3.054006183721244,1.5100279101320773,1.6654324162301721,Iris-setosa
+17,6.179600567858644,3.05400000016535,4.900371967314801,1.66548127545294,Iris-versicolor
+18,5.10909246775052,3.0716013638863897,1.5100367784914228,0.2615591650135319,Iris-setosa
+19,6.1828633252059735,3.0581365114890557,4.923832127178512,1.6793566457365396,Iris-versicolor
+20,6.187423227970628,3.0717374078494704,4.971522398647514,1.741933598310973,Iris-virginica
+21,6.179373621720411,3.0540000000480516,4.899525366020907,1.6654293420314092,Iris-versicolor
+22,6.192820985594228,3.0541764632192336,4.968748806098918,1.7004341036145179,Iris-virginica
+23,6.186931408260557,3.0747525918162184,4.9687913543788635,1.7406035391731611,Iris-virginica

iris/lct_gan/1/17/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa

iris/lct_gan/1/17/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/lct_gan/1/17/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa

iris/lct_gan/1/18/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366800426577,3.054000023650191,1.510022964713582,1.6654277951673964,Iris-versicolor
+1,5.108980419147327,3.056724559116869,1.5100338714351906,0.26154495929939076,Iris-setosa
+2,6.179368338763503,3.0540000000451637,4.899500381786716,1.6654283970466661,Iris-versicolor
+3,6.249323685278415,3.055622296971736,5.147322692597948,1.783171121647793,Iris-virginica
+4,6.185922148226807,3.055646132416125,4.950504345665839,1.7009114230402764,Iris-virginica
+5,6.179482122227358,3.054000000142164,4.900023070022002,1.6654599064986413,Iris-versicolor
+6,6.195663558128828,3.054376968731331,4.985854146396685,1.7163729535015335,Iris-virginica
+7,6.179367966330769,3.0540000012275192,4.89949990243585,1.665429360161589,Iris-versicolor
+8,6.181222616115858,3.056827427834497,1.5154619726986625,1.6705396303611035,Iris-setosa
+9,6.179366762545962,3.0540006825245145,1.510022688913829,0.26153090509927734,Iris-setosa
+10,6.311060087415996,3.0541244450285223,5.17358981443994,1.7638147354066358,Iris-virginica
+11,6.179368404726702,3.0540000005220507,4.899503482537985,1.665429552749446,Iris-versicolor
+12,5.108971532299612,3.0558677366362246,1.5100341456577273,0.2615444853212711,Iris-setosa
+13,6.1798683828668475,3.054001531744931,4.9041907477450675,1.666966282708019,Iris-versicolor
+14,5.1090211336198825,3.058958354415912,1.5100626198462044,0.26158215901521614,Iris-setosa
+15,6.304968498421693,3.0540788922361863,5.144387111418591,1.7413348234111594,Iris-virginica
+16,6.179668402043685,3.0540000009732173,4.90093515895662,1.6655747568170687,Iris-versicolor
+17,6.181452287462989,3.0575223503680946,1.5170592901552147,1.6729133840612815,Iris-setosa
+18,6.179367519315507,3.0540000000440792,4.899496157866898,1.6654280753389281,Iris-versicolor
+19,6.17936798280008,3.0540000000681577,4.899499737175905,1.6654284947208093,Iris-versicolor
+20,6.179366878253215,3.054000000085438,4.899493081577981,1.6654278195146415,Iris-versicolor
+21,6.179679436506065,3.0540000002222647,4.900599758452776,1.6654987099997083,Iris-versicolor
+22,6.19146856522725,3.061633265068939,4.992026961302135,1.7441047690700002,Iris-virginica
+23,5.109192322936641,3.0740184109864903,1.5100592543915834,0.2616001780828639,Iris-setosa
+24,6.17941900513043,3.0540000000378424,4.899651303502624,1.6654318086540811,Iris-versicolor
+25,6.18328679980808,3.0540000400860996,4.911612226315432,1.6680266843923774,Iris-virginica
+26,6.179975866575001,3.0544555332687695,4.904296494666135,1.6678504012791537,Iris-versicolor
+27,6.189966438321286,3.0556258915016823,4.969150138184504,1.709516839952113,Iris-virginica
+28,5.109168904701123,3.084716303624777,1.510034719856373,0.26156453985849404,Iris-setosa
+29,5.108948676956117,3.054011554748462,1.5100234817389566,0.2615313303914167,Iris-setosa
+30,5.109023055136824,3.0631198774903408,1.5100298102108185,0.2615421366879458,Iris-setosa
+31,6.187718860946641,3.0699332959227084,4.973797756090826,1.744096592864714,Iris-virginica
+0,6.179369241293954,3.0540000000343053,4.899502702481667,1.6654283610840155,Iris-versicolor
+1,6.183220888201756,3.0540003248548477,4.916059002301482,1.6707105207188153,Iris-virginica
+2,6.179366657859388,3.054000003168833,4.899491975176572,1.6654276392627405,Iris-versicolor
+3,6.179366879587956,3.0540000000499847,4.899493018306553,1.6654277557621493,Iris-versicolor
+4,6.181669609861204,3.0540000276035033,4.907969634081979,1.667168692014922,Iris-virginica
+5,6.179479458428043,3.054000000086598,4.8999360389563975,1.6654484501096312,Iris-versicolor
+6,6.18361933514059,3.05900982972685,4.937215940648154,1.6939912375357844,Iris-versicolor
+7,6.180317043522472,3.054000092795355,4.9046847754701925,1.6663041459896788,Iris-versicolor
+8,6.179366923217358,3.054000044066716,1.5100230965379062,1.6654278871218926,Iris-versicolor
+9,6.1794316277872765,3.0540000194605375,4.900026394448357,1.6655031452051654,Iris-versicolor
+10,6.1793667254362274,3.0540000000663845,4.8994923464222335,1.6654276701486186,Iris-versicolor
+11,5.109291150242572,3.0591545044255892,1.51041443442664,0.2618606919009311,Iris-setosa
+12,6.179367091520398,3.0540000000802094,4.899494253177531,1.6654279802957261,Iris-versicolor
+13,6.17936713807566,3.054000000079429,4.8994945063601865,1.6654280140282973,Iris-versicolor
+14,5.109135030517196,3.0782569908659094,1.5100329086804687,0.2615537341252097,Iris-setosa
+15,6.1793724299209565,3.0540000000270804,4.899510586555353,1.6654284901967278,Iris-versicolor
+16,5.108985471393809,3.057411383594282,1.5100468169819627,0.26156214887251344,Iris-setosa
+17,6.200995904371696,3.0574334196606894,5.026842010072796,1.7566847059295227,Iris-virginica
+18,6.179368121101508,3.0540027959328655,1.5100245686464429,0.2615316865407091,Iris-setosa
+19,5.109170159407758,3.087208800838171,1.5100340019122236,0.2615654946929014,Iris-setosa
+20,6.179366732040402,3.0540000000585135,4.899492389614887,1.6654276677263353,Iris-versicolor
+21,6.179367155698567,3.0540000000479055,4.89949426667941,1.6654278998602288,Iris-versicolor
+22,6.1793695803422874,3.054000006341381,4.899517723530664,1.665432989295118,Iris-versicolor
+23,6.180861554503943,3.0540608936895195,4.9129031302792825,1.6712731246378312,Iris-versicolor
+24,6.179389055012311,3.0540000000983833,4.89962458602793,1.665435476196453,Iris-versicolor
+25,6.180189458545224,3.0550929912684066,1.5134120631785293,1.669143475608472,Iris-setosa
+26,5.108948687675479,3.0540347813837423,1.5100232078108837,0.26153124169143427,Iris-setosa
+27,5.109168910389078,3.086795349801267,1.5100346128852264,0.26156650653909624,Iris-setosa
+28,6.179366813056555,3.054000476071049,1.5100227495110412,0.2615309244528189,Iris-setosa
+29,6.179478255054335,3.054671393475495,1.5102539425088177,0.261673145411668,Iris-setosa
+30,6.179487366306181,3.054000001574144,4.900292775206187,1.665518028358265,Iris-versicolor
+31,6.179366739645219,3.0540000037861783,4.899492260435206,1.665427710550581,Iris-versicolor
+0,5.109154672641983,3.082935603031338,1.5100337726458146,0.2615595722955902,Iris-setosa
+1,6.179369031974101,3.054000000122441,4.899508819554617,1.6654293544963559,Iris-versicolor
+2,5.109232220511804,3.0765851235110415,1.5100524986545694,0.2615918361367978,Iris-setosa
+3,5.108971026846612,3.055890914733616,1.510029220837689,0.2615386841742783,Iris-setosa
+4,6.179366800930717,3.054000000292691,4.899492672592897,1.6654277757850964,Iris-versicolor
+5,6.1793666406924945,3.054000000376773,4.899491982148168,1.665427619846301,Iris-versicolor
+6,6.179366711529699,3.0540000006206403,4.899492236717033,1.665427682297349,Iris-versicolor
+7,6.180249913422382,3.0549711619184716,1.5132644601424179,1.6685693918453572,Iris-setosa
+8,5.109086469058333,3.0718819038480305,1.5100360909026416,0.2615577086708309,Iris-setosa
+9,5.109146894208991,3.079853305073147,1.510036595389403,0.2615643106416474,Iris-setosa
+10,5.108949220733058,3.054019526135739,1.510024041775738,0.26153166049790616,Iris-setosa
+11,6.179367844951664,3.0540000000330094,4.899496603716692,1.6654280212371366,Iris-versicolor
+12,5.109176530404821,3.085049819334893,1.5100367008554239,0.2615712035198858,Iris-setosa
+13,6.192764893398836,3.0540007887020804,4.939157806249118,1.6814175258158013,Iris-virginica
+14,6.194225289987021,3.0540010420243697,4.943541379685657,1.6843837167147682,Iris-virginica
+15,6.179809515465191,3.0540000007811168,4.901241408061295,1.6655829532992257,Iris-versicolor
+16,6.179370629731113,3.054000000030176,4.899506257569351,1.6654284170120877,Iris-versicolor
+17,6.179367162971283,3.0540000000754173,4.899494502049127,1.665428000091981,Iris-versicolor
+18,5.109029135574156,3.0619217748975593,1.5100412160676306,0.26156108549548024,Iris-setosa
+19,5.109157344046691,3.074892964831376,1.5100480488117074,0.261580890877045,Iris-setosa
+20,6.1793680369653705,3.0540001661858414,1.5100263744485842,1.6654301284220838,Iris-versicolor
+21,6.189116221441328,3.0540003657069668,4.92839533640131,1.6745478918375278,Iris-virginica
+22,6.1793667097001155,3.054000004188448,4.899492166411365,1.6654276938656838,Iris-versicolor
+23,6.181237335994641,3.054000036372741,4.907168374585616,1.6669046379619339,Iris-virginica
+24,6.304232021337806,3.0540659017092024,5.152016010508655,1.7591390161327405,Iris-virginica
+25,6.183589728757355,3.058399185457604,4.933515522244333,1.6883084502280712,Iris-versicolor
+26,5.108955456736756,3.0543511181305067,1.5100278198049322,0.26153515794016924,Iris-setosa
+27,6.179367109963588,3.0540000000456495,4.89949399480023,1.6654278581330006,Iris-versicolor
+28,6.182072153072459,3.0540001655234255,4.910770307854096,1.6676266102859634,Iris-virginica
+29,6.179368099278594,3.054000002057968,4.899501800054622,1.6654298191466341,Iris-versicolor
+30,5.109158837724325,3.079608967191855,1.5100419564086265,0.26157608131073695,Iris-setosa
+31,6.179538402247001,3.054000000308939,4.900314004155418,1.665493138231671,Iris-versicolor
+0,6.179366881539112,3.054000098288475,1.5100229919188688,1.6654278606983015,Iris-versicolor
+1,5.108948198411616,3.054007855391108,1.5100229133924772,0.26153104185103143,Iris-setosa
+2,5.108989743179764,3.0584913963597313,1.5100283075792773,0.2615385243429209,Iris-setosa
+3,6.179366676168441,3.054000010272209,1.5100227267184094,1.6654276456355428,Iris-versicolor
+4,5.109001879493093,3.0593602523252703,1.5100316115605965,0.2615439594433189,Iris-setosa
+5,6.187171798901801,3.067082153890284,4.9665181793796584,1.730629782430527,Iris-virginica
+6,6.184336918686454,3.055760671080503,4.940157131146605,1.6924376345506522,Iris-versicolor
+7,5.109019621373123,3.062121566527095,1.510032881340153,0.26154780827860513,Iris-setosa
+8,6.179367978430289,3.054000001133716,4.899500584324443,1.6654294406057488,Iris-versicolor
+9,6.191851373406005,3.05866278633271,4.987910821689837,1.733534044936622,Iris-virginica
+10,6.179366687300021,3.0540000001252836,4.899492144377349,1.6654276447015306,Iris-versicolor
+11,6.179366870463871,3.0540000000565177,4.899493008884819,1.6654277730621543,Iris-versicolor
+12,5.109293918534685,3.0672954397981798,1.5101484064952162,0.2617089504126531,Iris-setosa
+13,5.109109682322479,3.074781198334016,1.510036060736114,0.26155994822335316,Iris-setosa
+14,6.179381150290539,3.0540000001376453,4.899583710568773,1.665433164571445,Iris-versicolor
+15,6.179394134879719,3.0540007261445776,4.89977777931905,1.6654975107457848,Iris-versicolor
+16,6.179367095176714,3.0540000007223984,4.899494333649303,1.665428186182513,Iris-versicolor
+17,6.185901448299227,3.0685384862908633,4.957152261143701,1.7208124567887106,Iris-virginica
+18,5.109358074599887,3.060471011985883,1.5104401009339876,0.2619071985380065,Iris-setosa
+19,6.211645675842643,3.0540128088027183,4.992140979936503,1.700630449996848,Iris-virginica
+20,6.179366660315439,3.054000000070324,4.89949207292488,1.66542761849521,Iris-versicolor
+21,6.180374969210237,3.057891600076785,1.5110558794376348,0.26215127414113687,Iris-setosa
+22,6.179367162582949,3.054000001207348,4.899494726009708,1.665428305440161,Iris-versicolor
+23,6.183479032145545,3.060431410174882,4.929605748668533,1.6840772754117772,Iris-versicolor

iris/lct_gan/1/18/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa

iris/lct_gan/1/18/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/lct_gan/1/18/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa

iris/lct_gan/1/19/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179368343292951,3.0540000000394256,4.899499728853785,1.6654282920064654,Iris-versicolor
+1,5.108993050162265,3.0582886855581326,1.5100320704534922,0.26154435948988275,Iris-setosa
+2,6.227616864585903,3.0540163429601965,5.02937236953839,1.7325251612371053,Iris-virginica
+3,6.227190146709299,3.0540407312614075,5.032625199297726,1.7183357974210036,Iris-virginica
+4,6.179366712996203,3.0540000001082266,4.899492263950752,1.6654276669758645,Iris-versicolor
+5,6.1793683011177345,3.05400000003899,4.899499159697008,1.665428270341912,Iris-versicolor
+6,6.321724397847899,3.054184241506742,5.190196250516321,1.7620285314529245,Iris-virginica
+7,6.17936658898619,3.0540000043128073,4.899491739485481,1.6654275759147508,Iris-versicolor
+8,6.17936755765522,3.0540000001594447,4.8994975673722285,1.6654285219938418,Iris-versicolor
+9,6.179366843683411,3.0540011547882364,1.510022742457415,0.2615309286752977,Iris-setosa
+10,6.221987959513941,3.0540164891021155,5.015145110209208,1.7142902952218388,Iris-virginica
+11,5.108958877827461,3.054375108629499,1.5100344972378026,0.261540667590881,Iris-setosa
+12,6.179974425550563,3.0567883039659782,1.5111650949546114,0.2621662557829336,Iris-setosa
+13,6.19223095364819,3.0565907177139864,4.985474945169819,1.7269621246679074,Iris-virginica
+14,6.179367262423008,3.0540000000655727,4.899495243974994,1.6654280791043994,Iris-versicolor
+15,5.109070945987004,3.062726700069208,1.5100964586018724,0.26163684552094874,Iris-setosa
+16,6.241163171603627,3.054591417599061,5.104766808492215,1.763630519563513,Iris-virginica
+17,6.179397431627265,3.0541931198291836,1.5100673884844475,0.26155654946615686,Iris-setosa
+18,5.109158668494836,3.067709438205,1.5100795900238304,0.2616237190943445,Iris-setosa
+19,6.180063519519326,3.0573877967806036,1.5112841355223436,0.262267541340551,Iris-setosa
+20,5.109180590862088,3.076982789365492,1.5100484482469376,0.2615852896201174,Iris-setosa
+21,6.183520782332913,3.0586370869126394,4.933327625688261,1.6883899235362527,Iris-versicolor
+22,6.17937129976393,3.0540000000214182,4.899503651883418,1.6654281500267498,Iris-versicolor
+23,5.109132178494277,3.071251106706378,1.510056045745293,0.2615922630382617,Iris-setosa
+24,6.187000525145149,3.0578089605011214,4.961522258402145,1.715624086833253,Iris-virginica
+25,6.179366793953953,3.054000013986561,4.899492368177434,1.665427762397849,Iris-versicolor
+26,6.180752268109994,3.0540002759777116,4.90745756953503,1.6672561883821502,Iris-versicolor
+27,6.179369219716483,3.05400003697133,4.899515219655196,1.6654339807824061,Iris-versicolor
+28,6.18736180793695,3.0566711378253806,4.959589400854865,1.7080400202132713,Iris-virginica
+29,6.182384252359461,3.0582313859897927,4.919443177362831,1.6764874306355457,Iris-versicolor
+30,6.187539703495231,3.0631078731850927,4.968239740067581,1.7290384958176792,Iris-virginica
+31,5.108949226154991,3.0540247797156663,1.5100238567498019,0.2615315953204819,Iris-setosa
+0,6.179369998580977,3.054000000046954,4.899509261297167,1.6654288204336796,Iris-versicolor
+1,6.1793716774958,3.0540000001735876,4.899530695990989,1.6654308402566653,Iris-versicolor
+2,5.1093111324917295,3.06604934171821,1.5101340364482092,0.26167780827289355,Iris-setosa
+3,6.185280745378348,3.0675547530764304,4.951563353218204,1.7120231992387025,Iris-versicolor
+4,5.108953127086181,3.0543010385122367,1.510025615503363,0.2615333774568707,Iris-setosa
+5,5.109167331827675,3.0870939304314002,1.5100346154865893,0.2615672779615226,Iris-setosa
+6,5.10898431469872,3.057623273306412,1.5100301464683783,0.26154127924320597,Iris-setosa
+7,6.179367031434239,3.0540000000761696,4.899493849144632,1.6654279199249693,Iris-versicolor
+8,6.179654588714852,3.0540000002665817,4.900583810371444,1.6655029301059274,Iris-versicolor
+9,5.108952281084857,3.0542171351057203,1.510024639577991,0.26153250856528987,Iris-setosa
+10,5.109167469670923,3.0640356877327926,1.5101653496814018,0.26171368886955443,Iris-setosa
+11,6.186418952066152,3.0742553207360293,4.964608028005876,1.7359158068155212,Iris-virginica
+12,6.179370990763038,3.054000003011962,4.8995243511345645,1.665432943890014,Iris-versicolor
+13,6.232049146381468,3.054021623003045,5.036738887568792,1.7267708549717007,Iris-virginica
+14,5.109132222652797,3.079636375935482,1.5100348612293635,0.2615602691899445,Iris-setosa
+15,5.108948035341876,3.054003649803444,1.5100228072242543,0.26153097319520124,Iris-setosa
+16,6.17936680123286,3.0540000008114925,4.899492663878031,1.6654277890121632,Iris-versicolor
+17,6.179372111655896,3.0540002017439045,4.899536109591424,1.6654410473392014,Iris-versicolor
+18,6.272576591377238,3.0543391348547275,5.147501540453097,1.7676486709530552,Iris-virginica
+19,5.108951986151469,3.0541698340186496,1.5100256254545161,0.26153319057499536,Iris-setosa
+20,6.179449402582528,3.0540000001215377,4.899888689001403,1.6654509679973957,Iris-versicolor
+21,6.185689614787538,3.0643184904250744,4.954197175542659,1.7148593897786804,Iris-virginica
+22,6.179377815971607,3.054000000049424,4.8995455285449765,1.6654299864001514,Iris-versicolor
+23,6.190911258841167,3.0540425031545526,4.954014594394869,1.6893112817085914,Iris-virginica
+24,6.261599225477987,3.054102430085915,5.103452539400576,1.7456130668729284,Iris-virginica
+25,6.179366677758029,3.054000000257115,4.899492119099827,1.6654276475572096,Iris-versicolor
+26,5.109226902708896,3.0673967917779175,1.5101285626493823,0.26168938158698113,Iris-setosa
+27,6.179366785986889,3.0540011273783727,1.5100226899145206,0.26153090782111077,Iris-setosa
+28,5.108954097306163,3.054362265283645,1.510025226565004,0.2615331027046118,Iris-setosa
+29,6.179367013620485,3.0540000003865333,4.899493989648143,1.6654280845581995,Iris-versicolor
+30,6.186687314206989,3.0648340549298645,4.961437211869627,1.7222049369798083,Iris-virginica
+31,6.224936776478293,3.0540111329500714,5.011572480473918,1.705903338945896,Iris-virginica
+0,5.109143765090399,3.0790710200872033,1.5100369812056864,0.2615645781259609,Iris-setosa
+1,6.179757224853574,3.05400004988786,4.901809045983515,1.6657420525991935,Iris-versicolor
+2,5.108997727118975,3.060024385502288,1.51002880648003,0.26153973426533356,Iris-setosa
+3,5.109117326665761,3.065680473156072,1.5100602613326666,0.2615903821830789,Iris-setosa
+4,6.179369406444925,3.0540000000954985,4.899509363919845,1.6654292529198351,Iris-versicolor
+5,6.364714533954963,3.054153165598489,5.230472562372645,1.7640775811569398,Iris-virginica
+6,6.201166644786777,3.0540031778714027,4.96522746067342,1.698417070312128,Iris-virginica
+7,5.109056861904385,3.067618528111381,1.5100314786414353,0.26154683566684606,Iris-setosa
+8,6.18729273776332,3.0710807056215503,4.970372281870477,1.7402985595381544,Iris-virginica
+9,6.179366709328101,3.054000002282973,4.899492215686067,1.6654276918855206,Iris-versicolor
+10,5.108949568993932,3.0540652418844507,1.5100235661494215,0.26153152195517904,Iris-setosa
+11,6.179382345620822,3.054000000433357,4.899616495505075,1.6654387622061133,Iris-versicolor
+12,6.179367045990692,3.0540000000842626,4.899493920601346,1.6654279445219067,Iris-versicolor
+13,6.179378978349312,3.0540071513401688,1.5100628990906275,1.6654630361527263,Iris-setosa
+14,6.17937276736149,3.0540016574086266,1.5100401360195286,1.665441445765057,Iris-versicolor
+15,5.108970193929427,3.05590433998702,1.5100279275990567,0.2615374006820117,Iris-setosa
+16,6.179366636378852,3.054000000346375,4.899491966158366,1.6654276138943114,Iris-versicolor
+17,5.109008709875838,3.0606029394052072,1.5100313087750794,0.26154427785466206,Iris-setosa
+18,6.17936676675831,3.0540001132007975,1.5100227541773759,1.6654277040346868,Iris-setosa
+19,6.188906297501617,3.0683987572403137,4.982957680368864,1.7515523263407513,Iris-virginica
+20,6.241965417720829,3.0540216775529467,5.055521939562863,1.7435846436532783,Iris-virginica
+21,6.1850970200132425,3.064063734001381,4.948681057443523,1.7071423113721442,Iris-versicolor
+22,6.179366645465555,3.0540000009126813,4.899491980967971,1.665427624501763,Iris-versicolor
+23,6.192988933112138,3.0540012366216387,4.939565832622429,1.6761359916552783,Iris-virginica
+24,6.180265349477805,3.057234331763727,1.5110760769856029,0.26212177794291025,Iris-setosa
+25,5.10927558838041,3.0716465557126655,1.5100853459188976,0.26163585724662675,Iris-setosa
+26,6.189283167113698,3.0633938651120958,4.981804524428974,1.7430171575837496,Iris-virginica
+27,6.240095590494742,3.054110695780425,5.069904871567082,1.7354134498002312,Iris-virginica
+28,5.109256566729589,3.0699815063330846,1.5101041735832488,0.2616633451131224,Iris-setosa
+29,6.199529756060682,3.0540033180229265,4.960991962004786,1.6920220314454015,Iris-virginica
+30,6.180280263869396,3.054000000558648,4.901938823630924,1.6655917521229726,Iris-versicolor
+31,6.179366833600237,3.054000000163221,4.899492858760145,1.6654278010944192,Iris-versicolor
+0,6.179366820717988,3.054000000065291,4.89949281416444,1.665427755042072,Iris-versicolor
+1,6.198363203488416,3.0590556783970264,5.019512237147179,1.7514989819846347,Iris-virginica
+2,6.179367318213885,3.054000000093117,4.8994954787359335,1.6654281528840593,Iris-versicolor
+3,6.179515050993065,3.0551603794479054,1.5104097563199859,0.2617860756436373,Iris-setosa
+4,6.179366728665039,3.0540000010307415,4.899492323574096,1.6654277131625543,Iris-versicolor
+5,6.192697085815515,3.054000895726903,4.939462857530445,1.6801534309710762,Iris-virginica
+6,6.252568800327093,3.0540509252368735,5.079908057228725,1.741252578485839,Iris-virginica
+7,6.179639994807514,3.0540000002600602,4.900547671848545,1.665501362287059,Iris-versicolor
+8,6.179700363125599,3.057236789494901,1.5103906267791143,0.2618295581969909,Iris-setosa
+9,5.10934127911752,3.0612123673863,1.5103249495405995,0.26181270114304,Iris-setosa
+10,6.212278404395897,3.0553706090393997,5.052409111404263,1.7572753829276921,Iris-virginica
+11,5.109086250507608,3.0714957891087353,1.510032002248334,0.26154932353932037,Iris-setosa
+12,6.179367045781377,3.0540000001857965,4.8994939438646545,1.6654280196738656,Iris-versicolor
+13,6.179366690102991,3.054000000137217,4.899492164308985,1.6654276512895745,Iris-versicolor
+14,6.17936825993365,3.054000000059402,4.899500913876398,1.6654285417701833,Iris-versicolor
+15,6.187436380243499,3.07066608256906,4.971071783347019,1.740634058017633,Iris-virginica
+16,5.109139485070359,3.076242075514816,1.5100395323705103,0.26156765017309125,Iris-setosa
+17,6.248828995284358,3.0545247562946134,5.1177410322331705,1.766590371130129,Iris-virginica
+18,5.109005381576314,3.0602392756870134,1.5100318700245232,0.26154520183794794,Iris-setosa
+19,6.1793668935564625,3.0540000000524583,4.899493100013819,1.6654277749576096,Iris-versicolor
+20,5.109155039848197,3.0825950069303576,1.5100361894503656,0.26156599903063654,Iris-setosa
+21,6.179366826655558,3.054001431390275,1.510022704551838,0.261530918183154,Iris-setosa
+22,5.109171131715085,3.07946549348711,1.5100404567161212,0.26157230983733964,Iris-setosa
+23,5.109203132998717,3.0789552465200702,1.5100450576508766,0.2615813492115619,Iris-setosa

iris/lct_gan/1/19/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa

iris/lct_gan/1/19/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/lct_gan/1/19/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa

iris/lct_gan/1/2/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366794564878,3.054000230329783,1.5100227744443864,1.665427725512873,Iris-setosa
+1,6.179372068242916,3.0540000000658805,4.899523272046836,1.6654295500208782,Iris-versicolor
+2,5.1091415921888785,3.080775851990354,1.510034028372349,0.26155849711657736,Iris-setosa
+3,6.181204504986435,3.0541574678606325,4.915748141591574,1.6732688801490003,Iris-versicolor
+4,5.109053929603147,3.061016789700168,1.5100700628071206,0.2615963974123233,Iris-setosa
+5,6.179366705215774,3.054000065270998,1.5100227148886496,1.6654276694290888,Iris-versicolor
+6,6.185562093166388,3.0706737811659486,4.955455951771831,1.7195665218636271,Iris-virginica
+7,6.180331689326038,3.05475291456513,4.90696911321763,1.669424891149044,Iris-versicolor
+8,5.109225535626706,3.0670604796514915,1.5101049499112316,0.2616513596106666,Iris-setosa
+9,6.17936761332695,3.0540000000654617,4.899497548124179,1.6654283137091532,Iris-versicolor
+10,5.108953671741557,3.0544108910511936,1.5100248685979467,0.26153282126980276,Iris-setosa
+11,5.109169427967416,3.0871299666908625,1.510033852571909,0.2615652114862276,Iris-setosa
+12,6.179367122919772,3.0540000000471847,4.899494108743494,1.6654278779076992,Iris-versicolor
+13,6.179367610918314,3.0540000000564236,4.899496950138075,1.6654282174394697,Iris-versicolor
+14,6.179372161786708,3.054000000122246,4.899531368191053,1.6654304611175743,Iris-versicolor
+15,6.179370963572395,3.054000001309352,4.899526706879057,1.6654321810986028,Iris-versicolor
+16,6.179366838983371,3.0540000002428007,4.899492809687446,1.6654277939169937,Iris-versicolor
+17,5.108976450594099,3.056317966705518,1.5100303499332042,0.2615406353658761,Iris-setosa
+18,6.18087759170155,3.057513713595268,1.5149106047018337,1.6705442188729587,Iris-setosa
+19,6.1793692119682015,3.0540000857899146,4.899508185549889,1.6654328221001466,Iris-versicolor
+20,5.109350032727438,3.0668200071677587,1.510175629243305,0.2617359224923849,Iris-setosa
+21,6.179367105827153,3.0540000000470817,4.899494043007759,1.6654278701097645,Iris-versicolor
+22,6.179372135758257,3.0540000000271283,4.8995099513307805,1.6654284682035994,Iris-versicolor
+23,6.179429287680325,3.0540000000661647,4.899750702345901,1.6654384742683344,Iris-versicolor
+24,5.108948110764411,3.0540042145482995,1.510022846546613,0.261530998580927,Iris-setosa
+25,6.179366786485858,3.054000000437623,4.89949256947566,1.6654277540295377,Iris-versicolor
+26,6.179463596603515,3.054000000064329,4.899847255760253,1.665441555242317,Iris-versicolor
+27,6.179366714467197,3.0540000001030574,4.89949228464794,1.6654276711839042,Iris-versicolor
+28,6.179367794881021,3.0540014543433056,1.5100239273213723,1.6654286408072165,Iris-setosa
+29,5.10895203306189,3.0540829839457997,1.5100268032541697,0.261533489642767,Iris-setosa
+30,6.179367322071005,3.054000007343878,4.899496689483299,1.6654289711313899,Iris-versicolor
+31,6.1793703063859775,3.0540000006136587,4.899518254323403,1.6654310472892837,Iris-versicolor
+0,5.108987643091122,3.057975366590512,1.5100293269094411,0.26154001738012345,Iris-setosa
+1,6.310361838024981,3.0544667004200274,5.209148194918498,1.7774126326628445,Iris-virginica
+2,6.188412531966284,3.054000182856726,4.923985504847856,1.6721393134082303,Iris-virginica
+3,6.187524415764539,3.05812609375161,4.964015660146622,1.7159866816355176,Iris-virginica
+4,6.179503110122349,3.054049992267993,4.900810533346856,1.6659950897222893,Iris-versicolor
+5,6.216089293761021,3.054084038576197,5.0205061934823005,1.7160589950489102,Iris-virginica
+6,5.1090489987541625,3.0669225818752954,1.510032840985821,0.26154961603647986,Iris-setosa
+7,6.179392245256305,3.054117770964232,1.5100726339426658,0.26155904977942285,Iris-setosa
+8,6.179377312047702,3.054000007249436,4.899595824576004,1.665441456346372,Iris-versicolor
+9,6.179368328189572,3.0540000000903955,4.899501727383789,1.6654287484362909,Iris-versicolor
+10,6.179998713899584,3.055391437571547,1.5124870017775003,1.6680927948930455,Iris-setosa
+11,6.197463692600862,3.0540549242570894,4.97390869178839,1.6975016354840418,Iris-virginica
+12,6.179859897289154,3.0540000029466996,4.901918616480996,1.6657715075388106,Iris-versicolor
+13,6.223828243102861,3.0541753907288802,5.049182208330502,1.7362607147826474,Iris-virginica
+14,6.1827913216537,3.0581991998337306,4.920339616279591,1.6761458399695865,Iris-versicolor
+15,6.179371569424277,3.0540000000272927,4.89950772371578,1.6654284108702213,Iris-versicolor
+16,6.179825853756772,3.054026799005361,4.903950413904612,1.66711819850273,Iris-versicolor
+17,5.109152162370396,3.082276418319855,1.5100345375585273,0.2615611989473329,Iris-setosa
+18,6.179379553223387,3.054000000031039,4.899534612208423,1.6654292695702317,Iris-versicolor
+19,6.179605292201771,3.055948924474175,1.5102964348009478,0.26172967212196846,Iris-setosa
+20,6.225583978457721,3.0540172200805547,5.0307027099233075,1.744418903705818,Iris-virginica
+21,6.179369139463847,3.0540000000705825,4.899507743798179,1.6654290244815408,Iris-versicolor
+22,6.186238546665182,3.0752981763411205,4.963511227900622,1.7346404753981681,Iris-virginica
+23,6.1793884947721756,3.0540000002908316,4.89964178254624,1.665439177004172,Iris-versicolor
+24,6.241424011188181,3.054071176383059,5.063621971429392,1.729072296889812,Iris-virginica
+25,6.191009934700853,3.0540004808741057,4.933066088840503,1.6771943167637557,Iris-virginica
+26,6.197456044552445,3.054002153488751,4.955062624065777,1.6918599510630783,Iris-virginica
+27,6.179373121702476,3.054000000020045,4.899507096086611,1.6654282197139565,Iris-versicolor
+28,6.1807983089954455,3.054200232393124,4.913116215617191,1.6720746884336872,Iris-versicolor
+29,5.109108124206969,3.0710120863628365,1.5100491974266461,0.26158103057561355,Iris-setosa
+30,6.179771298273571,3.0540000001827394,4.900708423278945,1.6654921324619179,Iris-versicolor
+31,6.182064447855404,3.054000019183839,4.908142885124878,1.667005609488722,Iris-virginica
+0,6.184699400973908,3.054000068409946,4.915177670087732,1.6691611530634864,Iris-virginica
+1,5.108948206775258,3.054004079360539,1.5100229482042598,0.2615310352978526,Iris-setosa
+2,6.1797924458769105,3.0563512441803518,1.5104823997762589,0.26183521325291925,Iris-setosa
+3,6.179367270830766,3.0540000000420644,4.899494630180909,1.6654279080306482,Iris-versicolor
+4,5.1090636660700115,3.059150105342361,1.5101699583586328,0.26169742736344764,Iris-setosa
+5,5.108950092241809,3.05407428631706,1.510024714422386,0.2615322693755736,Iris-setosa
+6,6.254747142993975,3.0545433669220934,5.129089441422922,1.7692909267115453,Iris-virginica
+7,6.1794492684246825,3.0540000001376137,4.899901850279638,1.665453289636976,Iris-versicolor
+8,6.182137714869459,3.058862743783132,4.920081621995117,1.6784529287222145,Iris-versicolor
+9,6.179369953185397,3.0540000000631236,4.899512133406949,1.665429152758577,Iris-versicolor
+10,6.181224893449509,3.056475489101903,4.913298147972499,1.6735403368529362,Iris-versicolor
+11,6.179366923900536,3.054000000329441,4.899493282318956,1.6654279063771187,Iris-versicolor
+12,5.109356843593066,3.06741587083934,1.5101678576032689,0.2617283206873736,Iris-setosa
+13,6.1838544314081165,3.0613450450243924,4.932663887529328,1.6867997772201917,Iris-versicolor
+14,5.109137213539177,3.0796358446646805,1.510035826763887,0.2615622326969051,Iris-setosa
+15,6.186751567574192,3.0622797524082648,4.961218767349485,1.7201476588680789,Iris-virginica
+16,6.18035410849586,3.054000055456092,4.905064437105217,1.6667219696353193,Iris-versicolor
+17,6.17936690688847,3.0540000009597694,4.899493235903599,1.6654279310029305,Iris-versicolor
+18,5.108951180617578,3.0540704254536655,1.5100256067578706,0.261532687007882,Iris-setosa
+19,6.179367394657144,3.0540000000516643,4.899495659692028,1.6654280643274786,Iris-versicolor
+20,5.109239836479362,3.060194302808704,1.5102990699695487,0.2617910789129259,Iris-setosa
+21,5.109041721629905,3.059397205429343,1.5100927559190818,0.2616145875474198,Iris-setosa
+22,6.179394304373078,3.0540000000542937,4.899613687498971,1.6654323953292076,Iris-versicolor
+23,6.1794313406749986,3.0540000296634755,4.900040631290664,1.665511617757365,Iris-versicolor
+24,6.182610012709362,3.0540000810365533,4.9117476855871205,1.6685382139452318,Iris-virginica
+25,5.109164370529393,3.080528263697703,1.5100385893312545,0.2615694426884439,Iris-setosa
+26,6.186489897650015,3.0768769070947375,4.966398101179848,1.7393994118676055,Iris-virginica
+27,5.109102535047585,3.0739660598836847,1.5100323105398423,0.2615510096968427,Iris-setosa
+28,6.179428737508427,3.054000000093618,4.899779239957093,1.6654420238868741,Iris-versicolor
+29,6.180336362252247,3.054000002477615,4.902888453955617,1.6658171553504275,Iris-versicolor
+30,6.181530966325342,3.054025804855126,4.9153837234531546,1.6714217249666168,Iris-versicolor
+31,6.255935207706801,3.054376350676237,5.118979709965613,1.7574084991191024,Iris-virginica
+0,6.223956942258539,3.0540132996488616,5.0186822080034865,1.7222166955767162,Iris-virginica
+1,6.267628001475919,3.0544446345702574,5.147956789538929,1.772504129711872,Iris-virginica
+2,6.179369715555432,3.054000000221325,4.899512967342539,1.66542990408849,Iris-versicolor
+3,5.108950743515326,3.054108750894112,1.5100242618770636,0.26153203965974625,Iris-setosa
+4,6.179366948619907,3.0540000000932594,4.899493472934572,1.665427887984427,Iris-versicolor
+5,5.1092326641467185,3.0779784568540225,1.5100500560396337,0.26158916814849603,Iris-setosa
+6,6.202630334846312,3.057276879914048,5.033237884523462,1.7590015540891988,Iris-virginica
+7,6.1800045644910435,3.056058145902661,1.51194572092974,1.6676010845221638,Iris-setosa
+8,6.179367964409783,3.0540000926167465,4.899497598279032,1.6654296031243987,Iris-versicolor
+9,5.1090940095836155,3.0732500388559014,1.510035449392631,0.2615573430515692,Iris-setosa
+10,6.181066720025927,3.056799114119357,1.5151881527836004,1.6704132621491756,Iris-setosa
+11,6.179367812241634,3.0540000167239554,4.899500452227021,1.665430200824715,Iris-versicolor
+12,6.179692754162754,3.0540000027498655,4.901310762609634,1.66566925927012,Iris-versicolor
+13,6.179367039489834,3.05400000005308,4.8994937757463175,1.6654278605497954,Iris-versicolor
+14,6.179366673414408,3.0540000002500896,4.899492099293859,1.665427641522703,Iris-versicolor
+15,5.109062091825818,3.0681406401263227,1.510031306101701,0.2615464231007329,Iris-setosa
+16,6.188744959236122,3.0683790100656103,4.981739107386572,1.75118587834677,Iris-virginica
+17,6.180563060568706,3.054492154429211,4.909298898878397,1.6702798070498146,Iris-versicolor
+18,6.179367341812935,3.0540000000502037,4.899495501179014,1.6654280437132207,Iris-versicolor
+19,5.108986359489928,3.0579902156094163,1.5100307559466577,0.2615423402363618,Iris-setosa
+20,6.179490673307153,3.0540006289588453,4.900550032124326,1.6656633579742564,Iris-versicolor
+21,6.194948625255715,3.054001001218655,4.943941511114312,1.6844845881189308,Iris-virginica
+22,6.181443268587297,3.0540000260306455,4.907194192617992,1.6667647123104472,Iris-virginica
+23,6.184361202460241,3.0650106211708574,4.942194755391131,1.6999016943139562,Iris-versicolor

iris/lct_gan/1/2/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa