a

iris/lct_gan/4/0/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089477161730255,3.0540000000298813,4.899491317663892,1.6654274757523526,Iris-versicolor
+1,6.187506001188163,3.0540007220275807,5.403819582784423,2.837958843521564,Iris-virginica
+2,5.1089477161730255,3.0540000002310825,4.899491303572659,1.6654274752228826,Iris-versicolor
+3,5.1089477161730255,3.0540000001869463,4.8994913324038105,1.665427476185122,Iris-versicolor
+4,6.17958269740832,3.0540000215681897,4.93465092472056,1.8496635075467152,Iris-virginica
+5,5.1089477161730255,3.0540030988906217,1.510022437122065,1.6654274780117213,Iris-setosa
+6,6.1793664886229624,3.0546908299875852,1.5100826216622198,0.2615411955690372,Iris-setosa
+7,5.1089477161730255,3.054176883204901,1.510023492883368,0.26153085598141745,Iris-setosa
+8,5.1089477161730255,3.0540002645351705,1.5100223941909192,1.6654274753450617,Iris-setosa
+9,6.179366489232858,3.0540001351186956,4.899612188607576,1.6655436991762476,Iris-setosa
+10,6.179369939030425,3.0540046094011104,4.928094005905781,1.7486575255247319,Iris-virginica
+11,6.179380361849712,3.054000000001432,4.900081954046558,1.6659429960833294,Iris-virginica
+12,5.1089477161730255,3.054001357652908,1.5100224037192886,1.6654274757748633,Iris-setosa
+13,5.1089477161730255,3.054000000442297,4.899491299162189,1.6654274751518738,Iris-versicolor
+14,6.179366811657305,3.0540110532256497,4.9153409719370105,1.6998950548176446,Iris-setosa
+15,6.179367040550453,3.0540000000956162,4.899777605371336,1.6658646091927247,Iris-versicolor
+16,5.1089477161730255,3.0540000456913883,4.899491344638941,1.6654274761819656,Iris-setosa
+17,6.179366488623448,3.0540000006614236,4.899492637733241,1.6654277767667147,Iris-versicolor
+18,6.2186101630258515,3.054000003033177,5.23095555163629,2.4601655392546813,Iris-virginica
+19,6.1796642928516725,3.0540001769369556,4.980186582935451,2.028313358137847,Iris-virginica
+20,6.192126468897035,3.0540002377940234,5.366834446668126,2.814023925876848,Iris-virginica
+21,5.1089477161730255,3.0547558997938755,1.510023254974989,0.2615308360021588,Iris-setosa
+22,5.1089477161730255,3.0540000007804777,4.899491299422721,1.665427475149272,Iris-versicolor
+23,6.186109876093823,3.0540012474394107,5.437897828419244,2.8506239877941963,Iris-virginica
+24,5.1089477161730255,3.054000000176809,4.899491297524611,1.6654274751414824,Iris-versicolor
+25,5.1089477161730255,3.054000001345274,4.899491300296887,1.6654274751526483,Iris-setosa
+26,5.1089477161730255,3.05400000014351,4.899491298795286,1.6654274751547007,Iris-versicolor
+27,5.108947716173335,3.0540000004010572,4.899491983575742,1.6654275806960854,Iris-versicolor
+28,5.1089477161730255,3.054000006845377,4.899491319882833,1.665427475510844,Iris-setosa
+29,6.179366488649696,3.0540287396719448,4.89966423243938,1.6654982588042841,Iris-setosa
+30,6.179421582490502,3.0542084559217875,5.1776187938632505,0.5580438097962332,Iris-virginica
+31,6.179373241242721,3.054003700349399,4.938295149878704,1.791897801537231,Iris-virginica
+0,5.1089477161730255,3.0540000002141636,4.899491297726276,1.6654274751424318,Iris-versicolor
+1,5.108947716173036,3.0540000000159417,4.899491390066191,1.665427480532796,Iris-versicolor
+2,6.182466390098771,3.054000000018635,4.93133669261543,1.7241477416922282,Iris-virginica
+3,5.1089477161730255,3.0540000015598814,4.899491301079315,1.6654274751555354,Iris-setosa
+4,6.179366488697729,3.0540236654477946,4.899840635292215,1.6656153978091905,Iris-setosa
+5,5.108947716173039,3.054000000341144,4.899491503919725,1.6654274933888884,Iris-versicolor
+6,5.10894771617303,3.1045387288125648,1.5100602286567961,0.26153335759080054,Iris-setosa
+7,5.1089477161730255,3.054000012839294,4.899491302502687,1.6654274751649216,Iris-setosa
+8,5.1089477161730255,3.054001171598468,1.5100224042619608,1.6654274757625183,Iris-setosa
+9,5.1089477161730255,3.0540000063228416,4.899491317496031,1.665427475429136,Iris-setosa
+10,5.1089477161730255,3.054000466298776,1.5100223965411996,1.6654274754395357,Iris-setosa
+11,6.179835840229109,3.054126188663318,5.4478063998134605,0.7339014877538133,Iris-virginica
+12,5.1089477161730255,3.0540000004017442,4.899491300718933,1.6654274751702365,Iris-versicolor
+13,5.1089477161730255,3.054000008392428,4.899491332258233,1.665427475884754,Iris-setosa
+14,6.184820875617122,3.054000228685824,5.2281263786773255,2.648644650267732,Iris-virginica
+15,6.188376522695478,3.0540000099845583,5.099963567938228,2.408111366146156,Iris-virginica
+16,6.179366489083526,3.0540000000237937,4.8994974331854975,1.6654295751417434,Iris-versicolor
+17,6.179369957850842,3.054000000007423,4.899951071400027,1.666008350821307,Iris-versicolor
+18,6.193137047295375,3.0540000078600236,5.115526170389534,2.388399102902688,Iris-virginica
+19,6.179366491874914,3.0540260782004935,4.90137056466578,1.6672737742789996,Iris-setosa
+20,6.179397135100354,3.054255578887241,5.122386198798261,0.4987471021860251,Iris-virginica
+21,5.1089477161730255,3.054000019248347,4.899491319969239,1.6654274754784784,Iris-setosa
+22,5.1089477161730255,3.0540000188333623,4.899491312483526,1.6654274752918845,Iris-setosa
+23,5.1089477161730255,3.0540000001584766,4.899491297434876,1.665427475139799,Iris-versicolor
+24,6.2007935622484425,3.054000004718261,5.155760059034343,2.4115649743780483,Iris-virginica
+25,6.17936649083935,3.054000003441225,4.89956220832548,1.6654959549515722,Iris-versicolor
+26,5.1089477161730255,3.054000295437532,1.510022396754152,1.6654274754491338,Iris-setosa
+27,6.179532618628254,3.0540000001738306,4.907817626693624,1.6952925886008459,Iris-virginica
+28,5.1089477161730255,3.054000001863632,4.899491299431349,1.6654274751487435,Iris-setosa
+29,6.183191763568883,3.0540225041749087,5.617277274423602,2.904063404532237,Iris-virginica
+30,5.1089477161730255,3.0540000092288198,4.899491354610692,1.6654274767612132,Iris-setosa
+31,5.1089477161730255,3.05400000029207,4.899491297846938,1.6654274751422042,Iris-versicolor
+0,5.10894771617308,3.054000000005625,4.89949142098974,1.6654274841503132,Iris-versicolor
+1,5.1089477161730485,3.0540000007936277,4.899491650534983,1.6654275057499963,Iris-versicolor
+2,5.1089477161730255,3.05403713752384,1.5100226770107785,0.2615308187386518,Iris-setosa
+3,5.108947716173042,3.054000000003579,4.899491365246786,1.6654274790213375,Iris-versicolor
+4,6.1804142701223,3.0540968427559223,5.581586046258513,2.8276964726051026,Iris-virginica
+5,5.1089477161730255,3.0540000007708965,4.899491299184695,1.6654274751472602,Iris-versicolor
+6,6.179366489290971,3.0540000008231987,4.899513318143303,1.665442562261054,Iris-versicolor
+7,5.1089477161730255,3.0540000020692837,4.89949131427222,1.6654274753901697,Iris-setosa
+8,5.1089477161730255,3.054000000217232,4.899491312801551,1.665427475446699,Iris-versicolor
+9,5.108947716173029,3.0540003564682765,4.899492313879461,1.6654275946323644,Iris-setosa
+10,6.180285590051884,3.0540000000051086,4.910053674347655,1.6788657406288932,Iris-virginica
+11,5.1089477161730255,3.0540000993727383,1.5100223900415362,1.6654274752311404,Iris-setosa
+12,6.179367366322523,3.0540054729405917,4.915759246104818,1.7056649532957637,Iris-virginica
+13,6.179694306888263,3.0540000000034593,4.904350812276198,1.6712068491693337,Iris-virginica
+14,6.182634206895708,3.0540000000140477,4.927767430347622,1.7058717793155158,Iris-virginica
+15,5.1089477161730255,3.0540000003446965,4.899491300834426,1.6654274751723557,Iris-versicolor
+16,5.1089477161730255,3.0540000000447645,4.8994913142901515,1.6654274756253376,Iris-versicolor
+17,6.179380720154538,3.054105620307965,5.0557126313983485,0.44488608242415767,Iris-virginica
+18,6.180355853708002,3.0540001098840523,5.030167354507947,2.2258781712389344,Iris-virginica
+19,5.1089477161730255,3.0540017148511422,1.5100226433237394,1.6654275108012326,Iris-setosa
+20,6.1793716325077,3.054002817109333,4.929795352408677,1.762318711699592,Iris-virginica
+21,6.179366488627981,3.054000008546764,4.89949606873694,1.6654288373305077,Iris-versicolor
+22,6.179366493669461,3.054436717780048,1.513923904414513,0.26491879885734715,Iris-setosa
+23,5.1089477161730255,3.054038174457788,1.5100226970133068,0.26153082006963846,Iris-setosa
+24,5.1089477161730255,3.0540000229114477,4.899491302933961,1.6654274751713636,Iris-setosa
+25,6.179396833774893,3.05400000275541,4.904871082093846,1.6910274968882821,Iris-virginica
+26,6.209660156023436,3.0540000000096716,5.0144343338136865,1.7470189239362022,Iris-virginica
+27,6.1793664886690305,3.054000010258347,4.899507620828981,1.6654365883823405,Iris-versicolor
+28,5.1089477161730255,3.0540000356217063,4.89949131957931,1.665427475412247,Iris-setosa
+29,6.179422511802242,3.0540055172548213,5.010401589830629,2.04870172112761,Iris-virginica
+30,6.192711350088132,3.054000042722899,5.220037327818965,2.634785010037511,Iris-virginica
+31,6.181587948294826,3.0540330903100426,5.579613617059926,2.862094322894672,Iris-virginica
+0,6.179366491450704,3.0540000082269185,4.899615001511379,1.6655692205303694,Iris-versicolor
+1,5.1089477161730255,3.0540000006779797,4.899491302634389,1.6654274751896911,Iris-versicolor
+2,5.1089477161730255,3.054000979242439,1.510022394319886,1.6654274753721963,Iris-setosa
+3,5.108947716173118,3.05400006524448,4.899493499468293,1.6654279086632051,Iris-setosa
+4,5.1089477161730255,3.0540006835289404,1.5100224111638605,1.6654274761492176,Iris-setosa
+5,6.203593447936327,3.0540000009403143,5.090894468354182,2.1514000275618423,Iris-virginica
+6,5.1089477161730255,3.0540001632783045,1.5100223937924266,1.6654274753378777,Iris-setosa
+7,6.179373541018593,3.0540000023183547,4.902083743547677,1.6762299919148549,Iris-virginica
+8,6.179366529937166,3.0540000014426796,4.899720427969021,1.6658037855133443,Iris-versicolor
+9,6.179805160975272,3.054002768534498,5.125099683459315,2.377064128698027,Iris-virginica
+10,5.1089477161730255,3.05400000081045,4.899491300007804,1.6654274751542157,Iris-versicolor
+11,6.1793667037422475,3.054003504787598,4.905550179046843,1.677157523839968,Iris-virginica
+12,6.180815793274228,3.0540007795254174,5.170544423178891,2.5027849065378933,Iris-virginica
+13,5.108947716173028,3.054003401316588,1.5100235579748527,1.6654277114949858,Iris-setosa
+14,6.180194726077568,3.054000811151964,5.137886654746613,2.4543806749929837,Iris-virginica
+15,5.1089477161730255,3.054000001061825,4.899491301542728,1.6654274751684903,Iris-setosa
+16,6.183979132942134,3.054003780853229,5.467795036433349,2.845132187963314,Iris-virginica
+17,6.18019493932705,3.05400000901065,4.951837471950038,1.9438095293528646,Iris-virginica
+18,6.179387964266978,3.0540250529965745,5.02478921190098,2.0376077133306154,Iris-virginica
+19,6.18634877198431,3.054000831491689,5.409884851346766,2.8449884224765905,Iris-virginica
+20,5.1089477161730255,3.054000026869142,4.899491310719112,1.6654274752569367,Iris-setosa
+21,5.1089477161730255,3.054000009940398,4.899491310054813,1.6654274752705323,Iris-setosa
+22,5.1089477161730255,3.054000008223326,4.899491312890198,1.6654274753410672,Iris-setosa
+23,5.1089477161730255,3.054000061257863,4.899491310364731,1.6654274752479346,Iris-setosa

iris/lct_gan/4/0/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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

iris/lct_gan/4/0/train.csv

@@ -0,0 +1,121 @@
+,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
+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
+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/4/0/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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

iris/lct_gan/4/1/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089477161730255,3.0540000038000326,4.899491321049777,1.6654274755335297,Iris-setosa
+1,5.108947716173026,3.0540000000780108,4.899491337915556,1.6654274765936936,Iris-versicolor
+2,6.179367268541787,3.0540000448279856,4.901691579173443,1.671588331870412,Iris-virginica
+3,6.180093044332673,3.0540000000251264,4.9100308696827675,1.6834471937370943,Iris-virginica
+4,6.184346399965802,3.05400000142675,4.987409353565633,2.034808018813116,Iris-virginica
+5,6.197123613099535,3.0540000027440026,5.103303783009727,2.2967570097075747,Iris-virginica
+6,6.1793664886235975,3.054640132968247,1.5100931071822885,0.26154308475940463,Iris-setosa
+7,5.108947716173026,3.054001842857188,1.5100229888892132,1.6654275776588874,Iris-setosa
+8,5.1089477161730255,3.0540735771887677,1.5100226460291246,0.26153081656058463,Iris-setosa
+9,5.1089477161730255,3.0540000072950018,4.899491306570892,1.6654274752081333,Iris-setosa
+10,6.179366488628275,3.0540000000040943,4.899491793062225,1.6654275401975358,Iris-versicolor
+11,6.196810829531812,3.054000034708967,5.241253411026267,2.6411653995978788,Iris-virginica
+12,6.18881836446582,3.0540005335644147,5.410071903690935,2.835243795241073,Iris-virginica
+13,6.1874241587039585,3.054004459284722,5.600699954277766,2.9506637811774663,Iris-virginica
+14,6.1839521535275805,3.054017970981649,5.617986512477432,2.9167142453395964,Iris-virginica
+15,5.1089477161730255,3.05411875957568,1.5100225061021721,0.26153081122149063,Iris-setosa
+16,5.1089477161730255,3.0540060787778884,1.5100224617551952,1.6654274796241761,Iris-setosa
+17,6.1797798351374595,3.0540000897961646,4.982411325185071,2.0537389683166474,Iris-virginica
+18,5.1089477161730255,3.0540000082537,4.899491302948471,1.6654274751728124,Iris-setosa
+19,6.179366489339015,3.05400003375794,4.899574879852109,1.6655111829452955,Iris-versicolor
+20,5.1089477161730255,3.054000001049963,4.899491300352796,1.6654274751574447,Iris-setosa
+21,6.183690476631617,3.0540000002147707,4.962571513743668,1.8689030908552133,Iris-virginica
+22,6.179535763426285,3.0541115454112298,5.268696326194012,0.6364980457567742,Iris-virginica
+23,6.179401431386759,3.05400000037302,4.902945925635153,1.677310384784108,Iris-virginica
+24,5.1089477161730255,3.0540000000024206,4.899491298991853,1.6654274751887077,Iris-versicolor
+25,6.179528671432209,3.054000000313504,4.908843971843772,1.7007643688005891,Iris-virginica
+26,6.190345904923371,3.054000000002566,4.944502014664269,1.6915674853288596,Iris-virginica
+27,5.1089477161730255,3.0540000000784873,4.899491296586944,1.6654274751375633,Iris-versicolor
+28,6.179455182263306,3.0540000000078034,4.902164564330611,1.669854554244181,Iris-virginica
+29,6.179366489240632,3.0540000000265546,4.899499502229851,1.6654303854481094,Iris-versicolor
+30,5.1089477161730255,3.05400000153075,4.899491314083009,1.6654274754070242,Iris-setosa
+31,6.218399492407941,3.0540000000178336,5.046840727208157,1.7888744196157342,Iris-virginica
+0,6.182164999299616,3.0540000074839395,4.996807439401831,2.1516390624796733,Iris-virginica
+1,6.1794238291700845,3.0540001473409397,4.935085709484506,1.8275081837232645,Iris-virginica
+2,5.1089477161730255,3.0540000003128394,4.899491302472295,1.6654274752026943,Iris-versicolor
+3,6.179366488642221,3.054000000001547,4.899492034051443,1.6654275854374,Iris-versicolor
+4,6.180916171469576,3.0540000029794503,4.954683247743109,1.968165381275791,Iris-virginica
+5,5.1089477161730255,3.0540655337689557,1.510022506695563,0.2615308115756026,Iris-setosa
+6,5.1089477161730255,3.0540000089804016,4.899491303934531,1.665427475176805,Iris-setosa
+7,5.1089477161730255,3.0540027128097846,1.5100224923402068,1.665427483813358,Iris-setosa
+8,5.1089477161730255,3.0540000081282956,4.899491323055599,1.6654274755617244,Iris-setosa
+9,6.180265280021394,3.0540000140029506,4.964960758499496,2.010268727558183,Iris-virginica
+10,5.1089477161730255,3.054000000203739,4.899491311358521,1.665427475430749,Iris-versicolor
+11,5.1089477161730255,3.0540000029115144,4.899491302920199,1.665427475170946,Iris-setosa
+12,5.1089477161730255,3.0540000659863766,4.8994913125865365,1.665427475279707,Iris-setosa
+13,5.1089477161730255,3.0588290177467012,1.5100271771990843,0.2615310401180669,Iris-setosa
+14,5.1089477161730255,3.0540016430434287,1.5100224267490767,1.665427477203414,Iris-setosa
+15,6.179368771858428,3.054000361134873,4.910508473187139,1.7008447638023672,Iris-virginica
+16,5.1089477161730255,3.0540000005386316,4.8994912980581535,1.665427475142505,Iris-versicolor
+17,5.1089477161730255,3.0540037025732465,1.5100226927602114,1.665427513295507,Iris-setosa
+18,6.20428300211678,3.054000088038702,5.399995540490796,2.8242222966165764,Iris-virginica
+19,6.179366488812301,3.0540638053465665,1.5103697458960852,0.26170614906723194,Iris-setosa
+20,6.1793665180439055,3.0540000029639764,4.899717893892093,1.6657544240903306,Iris-versicolor
+21,6.179677714279027,3.054001324348846,5.048794408649061,2.2025971412073972,Iris-virginica
+22,5.108947716173057,3.056440214733067,1.5100547032916114,0.2615341839177003,Iris-setosa
+23,6.179366488687883,3.0579591068866385,1.5111123671036994,0.26191871353643,Iris-setosa
+24,6.17936649728049,3.054056958839371,4.903420834696532,0.263521494127238,Iris-setosa
+25,6.180698362179309,3.0540000108013197,4.96469272434679,2.007332106072029,Iris-virginica
+26,5.108947716173122,3.054367203813007,1.5100503369164102,0.2615345688063335,Iris-setosa
+27,5.1089477161730255,3.054000009647989,4.899491307514866,1.6654274752349445,Iris-setosa
+28,6.1793664886514,3.0540000000768606,4.899493923107829,1.6654281419153742,Iris-versicolor
+29,6.179366489298087,3.054000000024357,4.899500861321551,1.665431382516396,Iris-versicolor
+30,5.108947716173028,3.0540000001419747,4.899491396497511,1.665427481134061,Iris-versicolor
+31,5.1089477161730255,3.054048276174633,1.5100233043905817,0.26153085809317533,Iris-setosa
+0,5.1089477161730255,3.0540000011068393,4.899491299175606,1.6654274751462563,Iris-setosa
+1,6.180589265940802,3.0540000064990345,4.961697160348321,2.014422996778746,Iris-virginica
+2,5.1089477161730255,3.054029489994477,1.5100226473576372,0.26153081839977216,Iris-setosa
+3,6.181914962844893,3.054000165411383,5.114118124988949,2.433343461924345,Iris-virginica
+4,5.1089477161730255,3.0540099285326576,1.510022415008133,1.6654274764234833,Iris-setosa
+5,6.180843272042899,3.054010595758443,5.383303557608176,2.7270898652585642,Iris-virginica
+6,5.1089477161730255,3.0540000003767456,4.899491297727337,1.6654274751408036,Iris-versicolor
+7,6.180617613481062,3.054029471241523,5.475692007196649,2.784838488023484,Iris-virginica
+8,5.1089477161730255,3.054003642828078,1.510022450326991,1.6654274789433539,Iris-setosa
+9,5.108947716173026,3.054000000248772,4.899491351842622,1.6654274775015467,Iris-versicolor
+10,6.179366730331392,3.0540021891500992,4.90507943437335,1.6765798517716752,Iris-virginica
+11,6.179374454662879,3.0540000000369636,4.9003221368278,1.6669030222356125,Iris-virginica
+12,5.10894771617306,3.054000000003923,4.899491387154056,1.665427480685554,Iris-versicolor
+13,5.1089477161730255,3.0540000042985667,4.899491300682523,1.6654274751558795,Iris-setosa
+14,6.181955952933374,3.0540000267735277,5.039708312265354,2.3024614300277175,Iris-virginica
+15,6.17938390988518,3.0540154729303666,4.988917997758028,1.9378222762777952,Iris-virginica
+16,5.1089477161730255,3.054000003087402,4.8994913046176585,1.665427475198464,Iris-setosa
+17,6.179366488622534,3.103979239481865,1.5102660401537198,0.2615640539617168,Iris-setosa
+18,5.1089477161730255,3.0540125850053648,1.5100226059649307,1.6654274954305333,Iris-setosa
+19,5.1089477161730255,3.0540000090671118,4.899491306165432,1.665427475194957,Iris-setosa
+20,5.1089477161730255,3.054000000107527,4.89949130002718,1.6654274751722309,Iris-versicolor
+21,6.179503662614543,3.054000000123084,4.906270344173082,1.686682408217454,Iris-virginica
+22,6.185003421704753,3.054000098280608,5.164315365000391,2.554497049338136,Iris-virginica
+23,5.1089477161730255,3.0540000008106647,4.899491299847073,1.6654274751522555,Iris-versicolor
+24,5.1089477161730255,3.0540000059852273,4.8994913099432145,1.6654274752834985,Iris-setosa
+25,5.1089477161730255,3.0540011258634796,1.5100224648800087,1.665427480920048,Iris-setosa
+26,6.179366644419329,3.054000000395516,4.899754718019606,1.6658461815827026,Iris-versicolor
+27,5.108947716173139,3.0540000072824056,4.899492748677274,1.665427758437722,Iris-versicolor
+28,6.179366488762983,3.0540000153313454,4.899525302396618,1.6654554608775507,Iris-versicolor
+29,5.1089477161730255,3.054000000609741,4.899491298478116,1.665427475144153,Iris-versicolor
+30,6.214650716071948,3.0540000000903675,5.071387695382067,1.9086444338777058,Iris-virginica
+31,5.1089477161730255,3.0540000004529553,4.899491298706308,1.6654274751448992,Iris-versicolor
+0,6.181154448439828,3.054002228041686,5.306030003011516,2.703425147381197,Iris-virginica
+1,5.1089477161730255,3.0540000236677876,4.89949130766707,1.6654274752253395,Iris-setosa
+2,6.179366488627473,3.054000001912315,4.89949420693641,1.665428244763929,Iris-versicolor
+3,5.1089477161730255,3.0540000000412415,4.899491314203744,1.6654274755515421,Iris-versicolor
+4,6.195279793421138,3.054000047889559,5.254500083835513,2.6883222541256315,Iris-virginica
+5,6.180436350289065,3.054148095433706,5.592866818441227,0.7854363372604782,Iris-virginica
+6,5.108947716173032,3.0581096432732218,1.5100409114545181,0.2615322686568189,Iris-setosa
+7,5.1089477161730255,3.054005627831688,1.5100225351262775,1.665427487704182,Iris-setosa
+8,5.1089477161730255,3.05400003421814,4.899491311057273,1.6654274752660272,Iris-setosa
+9,6.179366939812667,3.0540234304164344,4.92093295654589,1.711835309649709,Iris-setosa
+10,5.1089477161730255,3.0540000052377025,4.899491314899629,1.6654274754025717,Iris-setosa
+11,6.198915215500783,3.054000049252319,5.291552706876731,2.7047257186724902,Iris-virginica
+12,6.199236913193125,3.054000000014412,4.983915360605814,1.7438161026937447,Iris-virginica
+13,5.1089477161730255,3.0540000483266,4.899491307801327,1.6654274752127107,Iris-setosa
+14,5.1089477161730565,3.070157883409474,1.5100791084860348,0.26153639679544416,Iris-setosa
+15,6.179369145365695,3.054007907629907,4.932972293771295,1.7574222283576675,Iris-virginica
+16,5.1089477161730255,3.0540000000203116,4.899491309218808,1.665427475433085,Iris-versicolor
+17,5.1089477161730255,3.0540009512673767,1.510022403601965,1.6654274757714982,Iris-setosa
+18,6.179366488990303,3.054000000007531,4.8994955878940925,1.6654288124874377,Iris-versicolor
+19,5.1089477161730255,3.0540016033133788,1.510022515811298,1.665427486072684,Iris-setosa
+20,5.1089477161730255,3.0540000066318953,4.89949130518782,1.665427475199074,Iris-setosa
+21,5.1089477161730255,3.0540000002480383,4.899491297802297,1.6654274751420475,Iris-versicolor
+22,5.1089477161730255,3.054000000343616,4.899491297925672,1.6654274751422766,Iris-versicolor
+23,5.1089477161730255,3.054005802437519,1.5100224098473352,1.6654274760500865,Iris-setosa

iris/lct_gan/4/1/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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

iris/lct_gan/4/1/train.csv

@@ -0,0 +1,121 @@
+,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
+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
+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/4/1/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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

iris/lct_gan/4/10/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179399190039502,3.054000044704689,4.916907738555618,1.7507083566366028,Iris-virginica
+1,5.1089477161730255,3.0540000118904063,4.8994913042314945,1.6654274751807217,Iris-setosa
+2,6.1793664886396655,3.0540000076555436,4.899501024519669,1.6654318350723203,Iris-versicolor
+3,5.108947716173049,3.054002487520826,4.899496091496814,1.665428258257565,Iris-setosa
+4,6.18204826547037,3.0540000021804445,4.96615637517143,1.9771034548974318,Iris-virginica
+5,6.17939982712723,3.054000000000266,4.900185856989958,1.6658486082564101,Iris-virginica
+6,5.1089477161730255,3.0540004012309456,1.5100223971765403,1.6654274754679035,Iris-setosa
+7,6.180611629423489,3.054000041388874,5.005538766676507,2.152744187880519,Iris-virginica
+8,5.1089477161730255,3.0540000410278685,4.899491308542378,1.6654274752291252,Iris-setosa
+9,5.108947716173026,3.0541643304103445,1.5100251701988074,0.26153099220368814,Iris-setosa
+10,5.1089477161730255,3.054000072435517,4.899491348981321,1.6654274763128296,Iris-setosa
+11,5.1089477161730255,3.05400000110065,4.899491323713476,1.6654274757115501,Iris-versicolor
+12,6.1943250604169915,3.054000247798291,5.3995288851641305,2.832211982627453,Iris-virginica
+13,5.108947716173031,3.0540000003218157,4.899491443217459,1.6654274852639972,Iris-versicolor
+14,6.179366488691958,3.054290447935697,1.5104239986337538,0.2616871041374447,Iris-setosa
+15,6.179366584710929,3.0540000001094834,4.89962530321721,1.6655747710147017,Iris-versicolor
+16,5.108947716173224,3.0540086957837875,1.5100317126264653,1.6654310540818282,Iris-setosa
+17,6.196007208578559,3.0540000013997846,5.076211834870737,2.190720775621906,Iris-virginica
+18,6.179679600669821,3.054000244304368,4.991727191035272,2.0589649011817053,Iris-virginica
+19,6.186451893751449,3.054000000183076,4.974585543372227,1.8552768737818124,Iris-virginica
+20,6.179367498448406,3.0545320208694178,4.9785447846388715,0.3314563567935595,Iris-setosa
+21,6.188742613927565,3.054000454100827,5.399832451257849,2.8428435291147593,Iris-virginica
+22,6.181356398051571,3.054007348194301,5.3946060916977405,2.763540941446389,Iris-virginica
+23,6.17936648865395,3.0540000000019076,4.899492422540006,1.6654276670406463,Iris-versicolor
+24,5.1089477161730255,3.0540209298575265,1.510022436703543,1.665427477667815,Iris-setosa
+25,6.181915244679311,3.0540000000363303,4.929683522471837,1.7277109815482325,Iris-virginica
+26,6.1833050481073775,3.054003052260965,5.446697543111538,2.835498751899445,Iris-virginica
+27,5.1089477161730255,3.054005791855181,1.510022399821814,1.6654274755835503,Iris-setosa
+28,6.198932085826726,3.0540000017866125,5.096415289026292,2.2282097404833077,Iris-virginica
+29,5.108947716173027,3.0540000007649994,4.89949143622475,1.6654274839375243,Iris-versicolor
+30,5.1089477161730255,3.0540000930464735,1.5100223933875891,1.66542747532469,Iris-setosa
+31,6.180660086032529,3.054095619317498,5.601843329866416,2.841201240729752,Iris-virginica
+0,5.1089477161730255,3.0540000001876164,4.899491297575548,1.665427475141004,Iris-versicolor
+1,6.182267061181102,3.0540462052435675,5.63349664872228,2.8895415243003564,Iris-virginica
+2,6.180828855088184,3.054180105857864,5.650426511759091,0.8023543171022993,Iris-virginica
+3,6.179366493205088,3.054005910765777,4.901218633490998,1.6675277111547837,Iris-setosa
+4,6.179366488705054,3.054000540872739,4.899566870208467,1.6654739937590708,Iris-setosa
+5,6.179383630522205,3.054000360511381,4.924451464481378,1.764088576293338,Iris-virginica
+6,6.183568876496268,3.0540005262504897,5.257417630147239,2.6657770695192395,Iris-virginica
+7,6.179428889073949,3.054042419014665,5.114102766585725,2.2652475197594697,Iris-virginica
+8,6.17936992612241,3.0540000000535295,4.900142894713967,1.6666155539662544,Iris-virginica
+9,5.1089477161730255,3.0540000006295775,4.899491298193267,1.6654274751426859,Iris-versicolor
+10,6.17936986104345,3.0540000004892853,4.900693362108661,1.669205502696559,Iris-virginica
+11,5.1089477161730255,3.0540000569340693,4.8994914269170895,1.6654274806551892,Iris-setosa
+12,5.1089477161730255,3.0540000015313513,4.899491303796138,1.6654274751897853,Iris-setosa
+13,5.1089477161730255,3.0540000852592732,1.5100223897914087,1.6654274752236806,Iris-setosa
+14,6.17936661294467,3.0540000000059493,4.8995643781772475,1.6654839136764774,Iris-versicolor
+15,6.180767804036241,3.054000000068575,4.9234306512642325,1.7267076769832086,Iris-virginica
+16,6.179377947374781,3.054014178094567,4.96592525496589,1.8607825855597584,Iris-virginica
+17,6.179366488630204,3.0540203616861064,4.899569347625977,1.6654517770107686,Iris-setosa
+18,5.1089477161730255,3.054000000553752,4.899491344666559,1.6654274769323332,Iris-versicolor
+19,5.1089477161730255,3.054000000079061,4.899491298495011,1.6654274751556806,Iris-versicolor
+20,5.1089477161730255,3.0540000003877483,4.899491298751572,1.6654274751479645,Iris-versicolor
+21,6.179366558450051,3.054000000004098,4.899539635049402,1.6654617737996278,Iris-versicolor
+22,6.183505986461671,3.0540000000056864,4.928461682076806,1.6953976133606865,Iris-virginica
+23,6.179952494362135,3.0540002325224815,5.024766562008275,2.1844304352498454,Iris-virginica
+24,5.1089477161730255,3.0540000111130725,4.899491325793141,1.665427475644827,Iris-setosa
+25,5.1089477161730255,3.054000000087564,4.899491296772258,1.6654274751379492,Iris-versicolor
+26,6.197553975825467,3.054000006012298,5.14366639208287,2.42224005769031,Iris-virginica
+27,6.1839433767471315,3.054010146130908,5.586016670438483,2.9151458755926423,Iris-virginica
+28,6.179375151143545,3.0542448745100805,5.04582179470753,0.4170754000142285,Iris-virginica
+29,5.1089477161730255,3.054000000240248,4.899491306037952,1.6654274752573612,Iris-versicolor
+30,6.179366489958512,3.0541393137436876,1.5113002041256862,0.262437581929509,Iris-setosa
+31,5.1089477161730255,3.054000000484416,4.8994913002647715,1.6654274751580707,Iris-versicolor
+0,5.1089477161730255,3.054000000597558,4.899491298537115,1.6654274751442533,Iris-versicolor
+1,5.1089477161730255,3.054000002291109,4.899491302582681,1.665427475172126,Iris-setosa
+2,6.180024506019109,3.054010162099533,5.2551978155937675,2.5662461454041527,Iris-virginica
+3,6.179516523575725,3.054000000403589,4.908620154852876,1.6996969792298866,Iris-virginica
+4,5.1089477161730255,3.0540000001623566,4.899491297243997,1.6654274751389697,Iris-versicolor
+5,6.179366490269733,3.0541760022562867,1.5118185388243326,0.2629343849961038,Iris-setosa
+6,5.1089477161730255,3.0540000026895333,4.899491302753912,1.6654274751747986,Iris-setosa
+7,5.108947716173028,3.0540333491316187,1.5100244558450346,0.26153097750937027,Iris-setosa
+8,6.179414556712045,3.0540000000331586,4.901836782448359,1.6700857889773397,Iris-virginica
+9,5.1089477161730255,3.054000048341078,4.899491413175146,1.6654274792744792,Iris-setosa
+10,5.1089477161730255,3.0540000259041493,4.899491308571834,1.6654274752333045,Iris-setosa
+11,5.1089477161730255,3.0540000090988677,4.899491305944024,1.6654274751940064,Iris-setosa
+12,6.187420706973082,3.05400002540462,5.118726746558743,2.460961260864747,Iris-virginica
+13,6.1896351488468,3.054000097378613,5.247154814931397,2.6817198998413905,Iris-virginica
+14,6.179752015012753,3.0540000001388865,4.910153905750951,1.6943548307094844,Iris-virginica
+15,6.179366488791664,3.054000045667523,4.899529317279485,1.6654585541199323,Iris-versicolor
+16,5.108947716173032,3.054527468341498,1.510030617399879,0.26153155802212613,Iris-setosa
+17,6.184667562922216,3.054000872020111,5.355611506127525,2.780532205332573,Iris-virginica
+18,5.1089477161730255,3.0540050854247482,1.5100225313529734,1.6654274873335795,Iris-setosa
+19,6.179366488732402,3.0540000000373424,4.8994967796006605,1.6654293901019548,Iris-versicolor
+20,6.18105754585372,3.0540238858798987,5.498436251524874,2.818411539950589,Iris-virginica
+21,6.1897335946375724,3.0540011531033517,5.522418473202333,2.918642185410642,Iris-virginica
+22,6.179596300472467,3.0540036096979386,5.099194409599502,2.313182660286335,Iris-virginica
+23,5.1089477161730255,3.0540000002487915,4.899491297369349,1.6654274751396752,Iris-versicolor
+24,5.108947716173213,3.054000001632324,4.899492214087025,1.665427619984651,Iris-versicolor
+25,6.183664213567999,3.054002083698733,5.415493770221092,2.8219933573456593,Iris-virginica
+26,5.1089477161730255,3.054001931415685,1.5100224788354097,1.6654274822298094,Iris-setosa
+27,5.108947716173033,3.054000326751731,4.899492645388186,1.6654276513712454,Iris-setosa
+28,5.1089477161730255,3.0540000455962346,4.89949131081423,1.6654274752482219,Iris-setosa
+29,6.179447299167685,3.0540000000080005,4.901955487435889,1.6689946203850186,Iris-virginica
+30,5.1089477161730255,3.0540000003534127,4.899491300790308,1.66542747517367,Iris-versicolor
+31,6.195101714504905,3.0540000062361643,5.132996579181556,2.419201824178046,Iris-virginica
+0,5.1089477161730255,3.054000000714714,4.899491299364794,1.6654274751468594,Iris-versicolor
+1,5.1089477161730255,3.054000000297463,4.8994912990168675,1.665427475151854,Iris-versicolor
+2,5.1089477161730255,3.054000000484512,4.899491299362664,1.6654274751520604,Iris-versicolor
+3,6.184747005717938,3.0540000027462435,5.016961228883764,2.1829321733637013,Iris-virginica
+4,6.179379335732283,3.0540000152210336,4.907090328758477,1.7025929219740186,Iris-virginica
+5,5.1089477161730255,3.054000001019845,4.89949129974659,1.665427475151663,Iris-setosa
+6,6.181041295842369,3.0540033862798732,5.354410799170483,2.7458331470334207,Iris-virginica
+7,6.180962188215222,3.054016831164293,5.436248475989482,2.770288314075625,Iris-virginica
+8,6.180929799218201,3.0540001101144134,5.080620997308089,2.3779836222648907,Iris-virginica
+9,5.1089477161730255,3.054113744977999,1.5100225318278513,0.26153081196674843,Iris-setosa
+10,6.179370348078138,3.054000000052258,4.900160769581946,1.6666598833097115,Iris-virginica
+11,5.1089477161730255,3.0540000002225614,4.899491299655677,1.6654274751606046,Iris-versicolor
+12,5.1089477161730255,3.05400051268219,1.5100224154361537,1.6654274764315011,Iris-setosa
+13,6.183668615204615,3.054003052735763,5.4270584477403,2.8066972107016226,Iris-virginica
+14,6.179526274270998,3.0540000002693732,4.908745904905995,1.7022966209926675,Iris-virginica
+15,5.1089477161730255,3.0540000010308517,4.89949129914365,1.6654274751467975,Iris-versicolor
+16,5.1089477161730255,3.054000000117776,4.8994912969901,1.665427475138786,Iris-versicolor
+17,5.1089477161730255,3.0540000195955175,4.899491303828831,1.6654274751760505,Iris-setosa
+18,5.1089477161730255,3.0540000004297796,4.899491357182639,1.6654274776859481,Iris-versicolor
+19,5.108947716173029,3.054864150697264,1.5100303570107356,0.2615314194553797,Iris-setosa
+20,6.179366493171254,3.054054104327894,4.902887010978604,0.2632132349601157,Iris-setosa
+21,6.195710408525695,3.0540000011821884,5.063595581990626,2.139296477009678,Iris-virginica
+22,6.183457673384259,3.0540000174755155,5.043060596440365,2.299725083156601,Iris-virginica
+23,6.182634871655432,3.0540099067689805,5.502920605102447,2.849473237471275,Iris-virginica

iris/lct_gan/4/10/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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

iris/lct_gan/4/10/train.csv

@@ -0,0 +1,121 @@
+,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
+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
+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/4/10/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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

iris/lct_gan/4/11/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089477161730255,3.054000494567492,1.5100224087458873,1.6654274760482013,Iris-setosa
+1,6.1835824031540065,3.0540000014628874,4.978376586360552,2.0078181889803886,Iris-virginica
+2,5.1089477161730255,3.054068042545645,1.5100224635035984,0.26153081014514235,Iris-setosa
+3,5.1089477161730255,3.054000000702121,4.899491298188156,1.6654274751426656,Iris-versicolor
+4,6.194386711913939,3.054000004211005,5.104898267919172,2.3385517874380346,Iris-virginica
+5,5.1089477161730255,3.054000001703179,4.8994912995910305,1.6654274751485179,Iris-setosa
+6,6.179366552327058,3.0540000968135805,4.9006456589574885,1.6677457780293943,Iris-virginica
+7,5.108947716173029,3.054000002892374,4.89949152516944,1.6654274912340328,Iris-versicolor
+8,6.1987126865336855,3.0540000000572562,5.011330998348938,1.8330876053295522,Iris-virginica
+9,6.179372557684368,3.0540000008301504,4.901171984725319,1.6708540537416012,Iris-virginica
+10,5.1089477161730255,3.054000001138073,4.8994913014598005,1.6654274751641585,Iris-setosa
+11,6.1793700143788115,3.054000000000484,4.899695274606955,1.665562476323328,Iris-versicolor
+12,5.1089477161730255,3.0540000371787377,4.899491315948202,1.6654274753373735,Iris-setosa
+13,5.1089477161730255,3.0541224009314116,1.510022568577003,0.2615308130883947,Iris-setosa
+14,6.179366488643644,3.0540000001449865,4.89949362022929,1.6654280690340688,Iris-versicolor
+15,5.108947716173026,3.0540000000257197,4.899491325873213,1.6654274761860357,Iris-versicolor
+16,6.179366926983246,3.05400001022625,4.900831405509078,1.6691770136293074,Iris-virginica
+17,6.18388087643533,3.0540162710958842,5.615891716326763,2.921573456147926,Iris-virginica
+18,5.1089477161730255,3.0540000028679883,4.899491318745369,1.665427475501397,Iris-setosa
+19,5.1089477161730255,3.0540016925837783,1.5100225036597312,1.6654274857765783,Iris-setosa
+20,5.1089477161730255,3.0540000001551113,4.899491297082831,1.6654274751388072,Iris-versicolor
+21,5.1089477161730255,3.05400000069738,4.899491304222066,1.665427475207229,Iris-versicolor
+22,5.108947716173382,3.054000001384622,4.899492395111631,1.6654276447859644,Iris-versicolor
+23,6.191886512598012,3.054000349839699,5.408865393558733,2.8441801200813757,Iris-virginica
+24,6.179367181964376,3.0540000006615204,4.90012450652802,1.666798897050034,Iris-virginica
+25,5.1089477161730255,3.0540000087823485,4.899491304843239,1.6654274751869422,Iris-setosa
+26,6.179914059737962,3.054002564552695,5.1425024552442995,2.3963325668986046,Iris-virginica
+27,6.17936649278398,3.0541052320300075,4.903333525207105,0.2633473487595929,Iris-setosa
+28,6.179366488761599,3.054010017076219,4.899789330683229,1.6656072088846605,Iris-setosa
+29,6.180926971984988,3.0540547404504723,5.557894483612778,2.8288052521759086,Iris-virginica
+30,6.180370045299758,3.0540000133604592,4.969305398133722,2.035132639611659,Iris-virginica
+31,5.1089477161730255,3.054000161628327,4.899491427773814,1.6654274803690845,Iris-setosa
+0,5.108947716173342,3.0540000041641213,4.899492904902029,1.6654278058144762,Iris-versicolor
+1,6.179818892647071,3.0540375535004505,5.348975425249868,2.63495111816342,Iris-virginica
+2,6.182565048877583,3.054000177524152,5.158796920628454,2.545865899891945,Iris-virginica
+3,5.1089477161730255,3.0540000000419267,4.8994913113785765,1.665427475463326,Iris-versicolor
+4,5.1089477161730255,3.0540000007818158,4.8994912982849765,1.6654274751430413,Iris-versicolor
+5,5.1089477161730255,3.0540000038690516,4.899491300926945,1.6654274751559992,Iris-setosa
+6,6.179366488639434,3.0540000000408076,4.899493281355791,1.6654278982931243,Iris-versicolor
+7,5.1089477161730255,3.054000128225844,1.5100223900817167,1.6654274752336673,Iris-setosa
+8,6.180463122990185,3.054002737846346,5.241994266379246,2.603817381292089,Iris-virginica
+9,5.1089477161730255,3.0540000083466765,4.899491311475709,1.6654274753004938,Iris-setosa
+10,5.1089477161730255,3.0540000007663255,4.8994912993303785,1.6654274751478784,Iris-versicolor
+11,6.179366592912404,3.0540000007504924,4.899724549535627,1.6657972682900049,Iris-versicolor
+12,6.184940035627635,3.0540000004517234,4.976396284104285,1.9265303951774517,Iris-virginica
+13,6.206471821982532,3.0540000000119463,5.00294294639456,1.7504975958588398,Iris-virginica
+14,5.1089477161730255,3.0540000815405963,4.899491337896735,1.6654274759115861,Iris-setosa
+15,5.1089477161730255,3.0540002891711695,1.5100223953273337,1.665427475394101,Iris-setosa
+16,5.1089477161730255,3.054000001210267,4.89949132706281,1.6654274758097865,Iris-versicolor
+17,6.183099345583635,3.0540277691248363,5.635542117884089,2.9189304472180804,Iris-virginica
+18,5.1089477161730255,3.054000001126566,4.89949130307963,1.6654274751868146,Iris-setosa
+19,6.179366649069253,3.054991609304067,1.5357968519891716,0.2963712249008892,Iris-setosa
+20,5.1089477161730255,3.0540000003727616,4.899491298480366,1.6654274751447058,Iris-versicolor
+21,6.179423659412561,3.05400066191295,4.950086726543934,1.867033252086536,Iris-virginica
+22,5.1089477161730255,3.054684909387041,1.510022780838845,0.2615308188718552,Iris-setosa
+23,6.1882336687242105,3.0540000157048595,5.117860522611359,2.477626363980762,Iris-virginica
+24,5.1089477161730255,3.0540000036895023,4.899491300353715,1.665427475152605,Iris-setosa
+25,6.179366625549999,3.0540048978496177,4.907838595197621,1.6824746625033786,Iris-setosa
+26,5.108947716173071,3.0540000000354217,4.899491492463404,1.6654274919906626,Iris-versicolor
+27,5.1089477161730255,3.054000002416314,4.8994913001115314,1.665427475152482,Iris-setosa
+28,6.1793664901433925,3.054000054387311,4.899612031111735,1.6655655544950623,Iris-versicolor
+29,6.180593553065846,3.0540001961070526,5.055795013973304,2.271119040051654,Iris-virginica
+30,6.181085457918844,3.054000000097094,4.925960372880832,1.732957488695228,Iris-virginica
+31,6.179366488745341,3.054000000036737,4.899495035862851,1.6654284376630362,Iris-versicolor
+0,5.1089477161730255,3.05400000005438,4.8994913253590475,1.6654274760177386,Iris-versicolor
+1,6.179389030687316,3.054000012430275,4.907555416821376,1.7047715837814645,Iris-virginica
+2,6.179586611237838,3.054000003163392,4.919419992802588,1.7798794844993902,Iris-virginica
+3,6.1793678728930175,3.0540002084194757,4.905793436752693,1.6847763148625279,Iris-virginica
+4,5.1089477161730255,3.054000001206694,4.89949130018642,1.6654274751530167,Iris-setosa
+5,5.1089477161730255,3.054000001722086,4.899491308338171,1.6654274752606089,Iris-setosa
+6,6.183879344385521,3.054000382796653,5.2720536131062286,2.707643834397917,Iris-virginica
+7,6.179367598905771,3.05400000027716,4.900059837209183,1.6666057102400502,Iris-virginica
+8,6.18128297800683,3.0540011174886774,5.243904686650152,2.6186787861157077,Iris-virginica
+9,6.179926122451519,3.054000024423929,4.970225532827933,2.027139142823538,Iris-virginica
+10,5.1089477161730255,3.0540000001556744,4.8994912970815205,1.6654274751389955,Iris-versicolor
+11,5.1089477161730255,3.0540002207864094,1.510022392421094,1.665427475294915,Iris-setosa
+12,6.179366488856816,3.0540010255855656,4.89964311501357,1.6655383463372408,Iris-setosa
+13,6.2105729802321,3.05400000109212,5.1348735561542345,2.2442700784708958,Iris-virginica
+14,5.1089477161730255,3.054000001104878,4.89949129909991,1.6654274751471285,Iris-setosa
+15,6.179366488634087,3.054000000035002,4.899492598637429,1.6654277296787332,Iris-versicolor
+16,5.1089477161730255,3.0540001295859756,4.899491353551707,1.665427476360189,Iris-setosa
+17,5.1089477161730255,3.0540000110695362,4.899491302993256,1.6654274751714704,Iris-setosa
+18,6.179366513713755,3.0540005695656487,4.9006759256153005,1.6672405922950366,Iris-virginica
+19,6.191858364712252,3.05400011622217,5.2965504913738535,2.7410472284340086,Iris-virginica
+20,5.1089477161730255,3.054000002783878,4.899491299457543,1.6654274751478517,Iris-setosa
+21,5.1089477161730255,3.0540127332917364,1.510023020332217,1.6654275486295709,Iris-setosa
+22,5.1089477161730255,3.05400002684773,4.899491306702646,1.6654274752081566,Iris-setosa
+23,6.184795717581466,3.0540000044284583,5.023412283525822,2.218886178032071,Iris-virginica
+24,5.1089477161730255,3.054000339127066,1.510022423876452,1.6654274771081314,Iris-setosa
+25,6.1793689582554725,3.0540231810452276,4.946143862988221,1.7877731049921326,Iris-virginica
+26,6.179366489343396,3.0554064904454976,1.512336476841945,0.2628808094457755,Iris-setosa
+27,5.1089477161730255,3.054000004382579,4.899491304113166,1.6654274751817117,Iris-setosa
+28,6.223445506036316,3.054000000708762,5.179234102666319,2.264270499116946,Iris-virginica
+29,6.179366501378683,3.054000000687525,4.89955389429166,1.6654842129610519,Iris-versicolor
+30,6.179368263956723,3.054000068715698,4.90393100992851,1.6798525655399266,Iris-virginica
+31,6.179366674584386,3.0540000037046493,4.900148827549914,1.667043846237867,Iris-virginica
+0,6.206867551668066,3.0540000407168164,5.35000523870392,2.7591179341264613,Iris-virginica
+1,5.1089477161730255,3.05400047596758,1.5100224210037148,1.6654274768636053,Iris-setosa
+2,6.183155727805293,3.0540000440554467,5.086788459284728,2.4205600269498553,Iris-virginica
+3,5.108947716173031,3.054000000006596,4.8994913452744475,1.665427477401134,Iris-versicolor
+4,5.108947716173664,3.0540000016002544,4.899492723201662,1.6654277264556847,Iris-versicolor
+5,6.179366488631432,3.054000000045502,4.899493020742235,1.665427831142742,Iris-versicolor
+6,5.108947716173026,3.064069136864442,1.5100344203955753,0.2615315203279767,Iris-setosa
+7,6.188512439740423,3.0540000777497713,5.206873625406296,2.620531450285571,Iris-virginica
+8,6.1793665510998945,3.0540692678895502,4.912741244829976,0.2710841901666591,Iris-setosa
+9,6.18117874824872,3.0540081800217482,5.394377666716871,2.755050112126673,Iris-virginica
+10,5.1089477161730255,3.054000001437428,4.899491300392395,1.665427475158406,Iris-setosa
+11,5.1089477161730255,3.054000000012546,4.899491305540691,1.6654274753178115,Iris-versicolor
+12,5.1089477161730255,3.054000000060266,4.899491306005708,1.6654274753069398,Iris-versicolor
+13,6.179366488675988,3.054777081651292,1.5105622864510277,0.2617250356416385,Iris-setosa
+14,6.179366520771248,3.0540064200095616,4.903399493332278,1.6716849924146593,Iris-setosa
+15,6.179367586846847,3.0540009445218432,4.911613003303055,1.7009928686159181,Iris-virginica
+16,6.1793664886260125,3.054289853651952,1.510112176006022,0.2615515061836069,Iris-setosa
+17,6.1845690930787836,3.0540064436681074,5.551419991146905,2.900114395258586,Iris-virginica
+18,6.179366492268662,3.054000016399922,4.8996321212542835,1.6656145603017798,Iris-versicolor
+19,6.180516722162318,3.0540988970784864,5.565861492696975,2.8087767466235922,Iris-virginica
+20,5.1089477161730255,3.054000000045523,4.899491298207343,1.6654274751533786,Iris-versicolor
+21,6.179366647839479,3.0540000000268264,4.899606768307918,1.6655423850922761,Iris-versicolor
+22,5.1089477161730255,3.0540000000033407,4.8994913015795385,1.6654274752399836,Iris-versicolor
+23,5.1089477161730255,3.054000000039091,4.899491298367318,1.6654274751571887,Iris-versicolor

iris/lct_gan/4/11/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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

iris/lct_gan/4/11/train.csv

@@ -0,0 +1,121 @@
+,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
+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
+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/4/11/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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

iris/lct_gan/4/12/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089477161730255,3.054000018661973,4.89949131430865,1.6654274753211378,Iris-setosa
+1,6.183126051355616,3.0540268237797608,5.613145613819119,2.8984937186787723,Iris-virginica
+2,5.1089477161730255,3.0540338386830723,1.510023227000536,0.26153085662560766,Iris-setosa
+3,5.108947716173032,3.054000000464598,4.899491476671131,1.665427487887421,Iris-versicolor
+4,6.179384126320985,3.054000000002153,4.900244956513282,1.6662572739189718,Iris-virginica
+5,6.179464302965189,3.054000000001932,4.901528673634753,1.6674681341142454,Iris-virginica
+6,6.179395231018655,3.0540498376661773,5.046809622689573,2.074643587218156,Iris-virginica
+7,5.1089477161730255,3.0540000175749924,4.899491303597825,1.6654274751771057,Iris-setosa
+8,6.180051082464475,3.0540012987162326,5.129839826990279,2.4170732701761803,Iris-virginica
+9,6.179366489751819,3.0540000000001504,4.899495050301751,1.665428349343826,Iris-versicolor
+10,6.179366773082129,3.054000000092528,4.899691161712087,1.6657212330321176,Iris-versicolor
+11,6.179366488622553,3.0620640733668947,1.5101368425722015,0.26154720370717627,Iris-setosa
+12,6.209375425525193,3.0540000006708072,5.111724415290165,2.141058256752387,Iris-virginica
+13,5.1089477161730255,3.0540000921323984,1.5100223952963834,1.665427475395148,Iris-setosa
+14,6.180598837591916,3.0540482103852216,5.527723025544987,2.8112775561395544,Iris-virginica
+15,5.1089477161730255,3.0540000006100914,4.899491298079743,1.6654274751427138,Iris-versicolor
+16,5.1089477161730255,3.054000011879117,4.899491304317582,1.6654274751830647,Iris-setosa
+17,6.179366488623038,3.056523598087853,1.5101282903152544,0.26154766749784814,Iris-setosa
+18,5.1089477161730255,3.0540001497134686,1.5100224074953026,1.665427476005536,Iris-setosa
+19,5.1089477161730255,3.0540000017492517,4.899491300654229,1.6654274751582665,Iris-setosa
+20,6.183879197978031,3.0540099748938645,5.558760907669652,2.8882956611536117,Iris-virginica
+21,5.1089477161730255,3.0540000014447473,4.899491300009304,1.665427475149743,Iris-setosa
+22,6.20250780990365,3.0540001034281192,5.403783963295509,2.835627587491759,Iris-virginica
+23,5.1089477161730255,3.0540000002776115,4.89949131127361,1.6654274754069733,Iris-versicolor
+24,6.179367637891089,3.0540000000770897,4.899891644695736,1.666189081795508,Iris-virginica
+25,6.182348000121939,3.0540000015853592,4.964019055754501,1.952644999102263,Iris-virginica
+26,5.1089477161730255,3.0540031831431165,1.5100224846487675,1.6654274823452642,Iris-setosa
+27,6.179378270266478,3.054002501162822,4.941768459646883,1.8120540725320875,Iris-virginica
+28,5.1089477161730255,3.0540000031717294,4.899491301931763,1.6654274751613736,Iris-setosa
+29,5.1089477161730255,3.0540000105838403,4.899491328354714,1.6654274757676315,Iris-setosa
+30,5.1089477161730255,3.0540000488759325,4.899491315726555,1.665427475337097,Iris-setosa
+31,5.1089477161730255,3.0540009650449726,1.5100224383010075,1.6654274783339622,Iris-setosa
+0,5.1089477161730255,3.055535357121164,1.5100259276279007,0.2615309927392789,Iris-setosa
+1,5.1089477161730255,3.0540000488405217,4.899491311855052,1.6654274752765728,Iris-setosa
+2,6.179680626480873,3.0540000012253534,4.917139538820747,1.7586935010362432,Iris-virginica
+3,6.182521047500758,3.054019242104269,5.587206071209438,2.8952841045953708,Iris-virginica
+4,6.18010465627674,3.0540005501651533,5.071749293227386,2.293146480977102,Iris-virginica
+5,6.179366488745213,3.0540000552494795,4.89953225936774,1.6654577167527138,Iris-versicolor
+6,6.179366491095054,3.054000000003084,4.899500951483186,1.6654313268274867,Iris-versicolor
+7,5.1089477161730255,3.0540000424127465,4.899491317643852,1.665427475370361,Iris-setosa
+8,5.108947716173084,3.0540000001674383,4.899491582081673,1.665427503488307,Iris-versicolor
+9,5.1089477161730255,3.0540059397202084,1.510022444081252,1.6654274780078389,Iris-setosa
+10,5.1089477161730255,3.054000006847558,4.89949130464571,1.665427475192995,Iris-setosa
+11,5.10894771617303,3.0548265626843354,1.5100314879626522,0.2615314822453716,Iris-setosa
+12,5.108947716173028,3.054000000001954,4.899491325289725,1.6654274762835994,Iris-versicolor
+13,6.179378370261215,3.0540000056847347,4.904201227697839,1.688382812586763,Iris-virginica
+14,6.1822104987387965,3.054014665488991,5.5595492389987236,2.88343363141417,Iris-virginica
+15,5.1089477161730255,3.0540006107855837,1.5100223976782081,1.6654274754852114,Iris-setosa
+16,6.179366488632784,3.0540000000251832,4.899492743003432,1.6654277646384579,Iris-versicolor
+17,6.196332230418107,3.054000377904891,5.505763110356068,2.9194976788007727,Iris-virginica
+18,6.17936649131325,3.0540000000011562,4.899497397812292,1.6654294675726091,Iris-versicolor
+19,5.1089477161730255,3.0540000517856,4.899491314568297,1.6654274753097897,Iris-setosa
+20,5.108947716173026,3.05400000003209,4.899491332771227,1.6654274764019164,Iris-versicolor
+21,5.1089477161730255,3.054000000650397,4.899491318913558,1.6654274756511898,Iris-versicolor
+22,5.1089477161730255,3.054000000125543,4.899491313709708,1.6654274755524165,Iris-versicolor
+23,5.108947716173026,3.0540000000043572,4.899491317724577,1.6654274758483292,Iris-versicolor
+24,6.181705470458689,3.0540025846121295,5.377906454627194,2.7812299429852754,Iris-virginica
+25,5.1089477161730255,3.0540000027852745,4.899491300255147,1.6654274751513372,Iris-setosa
+26,5.1089477161730255,3.0540000018139586,4.899491301048434,1.6654274751578007,Iris-setosa
+27,5.1089477161730255,3.0540000033773187,4.899491300388496,1.665427475153698,Iris-setosa
+28,5.1089477161730255,3.0540000001247285,4.899491296911416,1.665427475138492,Iris-versicolor
+29,5.1089477161730255,3.0540000005517625,4.899491298257553,1.6654274751429006,Iris-versicolor
+30,6.179512501324053,3.0540001044905316,4.943907889593571,1.871936078023463,Iris-virginica
+31,6.1834812850779475,3.0540003827196163,5.258286830723262,2.6839603236464686,Iris-virginica
+0,5.108947716173042,3.054000000006228,4.899491369914911,1.6654274792876622,Iris-versicolor
+1,5.1089477161730255,3.0540008119692517,1.5100224313907935,1.6654274777339082,Iris-setosa
+2,6.179367377231936,3.0540000000013143,4.899622619876483,1.6655297011257657,Iris-versicolor
+3,5.1089477161730255,3.0540000015807545,4.899491301208659,1.6654274751628968,Iris-setosa
+4,5.1089477161730255,3.0540000187169074,4.899491312510322,1.6654274753062428,Iris-setosa
+5,5.1089477161730255,3.054000000186636,4.899491297542381,1.665427475140243,Iris-versicolor
+6,6.1794270839044545,3.0540000000083944,4.901608396942212,1.668627775571018,Iris-virginica
+7,5.1089477161730255,3.054000002961558,4.899491301334117,1.6654274751614386,Iris-setosa
+8,5.108947716173027,3.0540000000198355,4.899491344466851,1.6654274773677231,Iris-versicolor
+9,6.179366488628869,3.0546242047552177,1.5101939477798907,0.2615744516166154,Iris-setosa
+10,6.179368387675444,3.0540003440023447,4.908001720387741,1.6915642569349527,Iris-virginica
+11,6.17958821320158,3.054102083521017,5.285179719948787,0.6506342846949349,Iris-virginica
+12,6.179999682149834,3.0540869721871546,5.493615914116482,2.7621229146920867,Iris-virginica
+13,6.183824307369828,3.0540000066556807,5.022694753435071,2.2223252217865506,Iris-virginica
+14,5.1089477161730255,3.0540000036443002,4.899491300683017,1.6654274751554234,Iris-setosa
+15,5.108947716173031,3.054000000171447,4.899491421181498,1.6654274832036464,Iris-versicolor
+16,5.108947716173536,3.054000000346525,4.899492128681676,1.6654276209184393,Iris-versicolor
+17,6.184922131734528,3.054000665777956,5.3532870843390565,2.788612201543897,Iris-virginica
+18,6.179366489234533,3.054000000020354,4.899500153060496,1.665430792011477,Iris-versicolor
+19,6.187191278069784,3.0540000013415356,5.0157801201497305,2.0912194502834978,Iris-virginica
+20,6.179367676668326,3.0540000000006478,4.899618480783198,1.6655132158959542,Iris-versicolor
+21,6.179473373704426,3.054000000000063,4.900699576250865,1.6658985945537024,Iris-virginica
+22,5.1089477161730255,3.0540000004210395,4.899491299714564,1.6654274751561982,Iris-versicolor
+23,5.1089477161730255,3.0540000009588915,4.8994913163436316,1.6654274755109753,Iris-versicolor
+24,6.1793668401383925,3.0540000000001046,4.89954027675793,1.665448061925762,Iris-versicolor
+25,6.179680847922201,3.0540118483820162,5.157210877838046,2.369569478311913,Iris-virginica
+26,5.1089477161730255,3.05400002122603,4.899491317199881,1.6654274753735225,Iris-setosa
+27,5.1089477161730255,3.054000000158854,4.89949129890787,1.6654274751555869,Iris-versicolor
+28,6.187811848526744,3.054001363695972,5.49800926790426,2.889075147808568,Iris-virginica
+29,5.1089477161730255,3.0540000076455622,4.899491308664989,1.665427475243552,Iris-setosa
+30,6.182948456978458,3.054017670450158,5.5993976917554225,2.9039417728749877,Iris-virginica
+31,5.1089477161730255,3.0540002617903172,1.5100224058992058,1.6654274758956107,Iris-setosa
+0,6.183794184725896,3.054001463154682,5.378427639789415,2.7997703661249083,Iris-virginica
+1,5.1089477161730255,3.0540000009535366,4.899491364212449,1.6654274777526443,Iris-versicolor
+2,6.181188619425158,3.0540027555011324,5.3175601866576825,2.6977095035390333,Iris-virginica
+3,5.1089477161730255,3.0542163353067084,1.510023515223502,0.2615308587963255,Iris-setosa
+4,6.179421566618797,3.0540000000050176,4.901335951782309,1.667924238962661,Iris-virginica
+5,6.179366525909084,3.0540000000031355,4.899524189299802,1.6654461302431618,Iris-versicolor
+6,6.182995516877472,3.0540325515871114,5.63068511041197,2.9021365085097512,Iris-virginica
+7,5.1089477161730255,3.054000000266593,4.899491300397851,1.6654274751669405,Iris-versicolor
+8,5.1089477161730255,3.0540493674745384,1.5100224982875061,0.2615308113422211,Iris-setosa
+9,5.1089477161730255,3.0540000000775036,4.899491327098947,1.6654274761691095,Iris-versicolor
+10,6.179370716463798,3.054000000052866,4.900231418539683,1.6667730237118652,Iris-virginica
+11,6.203112157713516,3.0540000225834887,5.263897475541923,2.636537445545607,Iris-virginica
+12,6.213583260455199,3.054000000557944,5.125759519483227,2.1666132245477807,Iris-virginica
+13,6.179366616706292,3.0540010470109293,4.9040618115736905,1.6753488540819674,Iris-virginica
+14,6.1793667275974,3.0540000017085673,4.899948942110003,1.6664378579209074,Iris-virginica
+15,5.1089477161730255,3.054000000155197,4.899491297206792,1.6654274751394533,Iris-versicolor
+16,6.179366502864289,3.055329696257324,1.5192418556307932,0.27044247610521543,Iris-setosa
+17,6.179448871283472,3.0540000031760215,4.909973586778393,1.7224921938905076,Iris-virginica
+18,6.179374262920403,3.0540050172365842,4.943789402889535,1.8033364497639082,Iris-virginica
+19,6.1982437224271925,3.0540000005782257,5.058811827098059,2.0720684414447157,Iris-virginica
+20,6.183208726619569,3.054005290410977,5.504104302752985,2.867489130614323,Iris-virginica
+21,5.1089477161730255,3.0540000048292764,4.8994913700451885,1.6654274780704041,Iris-setosa
+22,6.181066896586389,3.054007724619599,5.393870139027225,2.757003109363161,Iris-virginica
+23,6.179366748915025,3.054001255107813,4.904399090253601,1.6756348866825974,Iris-virginica

iris/lct_gan/4/12/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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

iris/lct_gan/4/12/train.csv

@@ -0,0 +1,121 @@
+,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
+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
+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/4/12/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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

iris/lct_gan/4/13/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.183501939340334,3.0540008874231437,5.3494989616985755,2.7801082172123244,Iris-virginica
+1,6.179366489478744,3.0540000000063254,4.89949736607572,1.6654293524436572,Iris-versicolor
+2,5.108947716173044,3.0540078812259432,1.5100254982581933,1.665428329366556,Iris-setosa
+3,5.1089477161730255,3.054000320822257,1.5100223930176067,1.6654274753170448,Iris-setosa
+4,6.17936666683036,3.0540000001019965,4.899704729804704,1.6657037865881408,Iris-versicolor
+5,5.1089477161730255,3.0540000004952605,4.8994912985779555,1.6654274751445395,Iris-versicolor
+6,6.179366488681707,3.0540273790011407,4.899769998816894,1.665559380691309,Iris-setosa
+7,6.1849305017113085,3.054000397529569,5.302307666365307,2.730058199719731,Iris-virginica
+8,6.179367126167967,3.0541964712624905,4.948829935776091,0.3064086362899994,Iris-setosa
+9,6.18777520482348,3.054000005145516,5.06246876546213,2.3039185564005953,Iris-virginica
+10,6.190957099026351,3.0540000764801567,5.250841757211867,2.6789018039680195,Iris-virginica
+11,6.179366652509286,3.0540230826142314,4.915362189796189,1.6956913955748862,Iris-setosa
+12,5.1089477161730255,3.0540032284635408,1.5100224484806477,1.6654274790515797,Iris-setosa
+13,5.108947716173027,3.0550032889102856,1.510029776504325,0.26153129753890286,Iris-setosa
+14,5.1089477161730255,3.0540007504176985,1.5100223931786134,1.6654274753291163,Iris-setosa
+15,5.108947716173051,3.054000000096032,4.899491504802237,1.6654274915237155,Iris-versicolor
+16,5.1089477161730255,3.054000000226875,4.899491297706291,1.665427475140986,Iris-versicolor
+17,6.196207362955601,3.0540000043995055,5.114964738206483,2.351291215765716,Iris-virginica
+18,5.1089477161730255,3.055791300854603,1.5100232790912074,0.26153083449867054,Iris-setosa
+19,6.179366488636237,3.0540718862093987,1.5101146947206243,0.26155899755143336,Iris-setosa
+20,6.1818321111947725,3.0540928291899045,5.644710084062188,2.8710607163335045,Iris-virginica
+21,6.179366489417467,3.0540000000006864,4.899494469684694,1.6654282583434425,Iris-versicolor
+22,6.179366489076319,3.054338353192375,1.5110379001488559,0.26209078835963484,Iris-setosa
+23,5.1089477161730255,3.0540000084170194,4.899491305726771,1.6654274752030842,Iris-setosa
+24,6.187479229532811,3.054000021059722,5.111061802747103,2.45816869197867,Iris-virginica
+25,6.179571457016833,3.054000009637137,4.921827813347007,1.7853800804393918,Iris-virginica
+26,6.212851038949027,3.054000000107301,5.068447111465503,1.910025083693557,Iris-virginica
+27,6.179666476676254,3.0540007270745217,5.024032222720509,2.1365378919042315,Iris-virginica
+28,5.108947716173123,3.0540002135643585,4.899494338088606,1.665428138964371,Iris-setosa
+29,5.1089477161730255,3.0540000006724086,4.899491298641376,1.6654274751442366,Iris-versicolor
+30,5.1089477161730255,3.0540000001472913,4.899491297735397,1.6654274751429232,Iris-versicolor
+31,5.1089477161730255,3.0540000022000875,4.899491299515687,1.6654274751480969,Iris-setosa
+0,5.1089477161730255,3.054000000575091,4.899491299589573,1.665427475152819,Iris-versicolor
+1,5.1089477161730255,3.054000001552538,4.8994913026656315,1.6654274751769411,Iris-setosa
+2,5.1089477161730255,3.0540000000011664,4.899491300470871,1.6654274752214646,Iris-versicolor
+3,6.179366488632986,3.054015509007163,4.899575472211125,1.6654565881747094,Iris-setosa
+4,5.1089477161730255,3.05400000787521,4.899491310844153,1.6654274752892966,Iris-setosa
+5,5.108947716173027,3.0579837932698855,1.51003324462116,0.26153154075009044,Iris-setosa
+6,5.1089477161730255,3.054000003880714,4.89949130159276,1.6654274751624625,Iris-setosa
+7,5.108947716173026,3.054000000007759,4.899491319484284,1.6654274759422822,Iris-versicolor
+8,5.108947716173048,3.0540308845740425,1.5100278324368654,1.6654288808848374,Iris-setosa
+9,5.1089477161730255,3.054000000366015,4.899491297721816,1.6654274751408915,Iris-versicolor
+10,5.1089477161730255,3.0540000004568055,4.899491299972297,1.6654274751561484,Iris-versicolor
+11,5.1089477161730255,3.0540000011074495,4.899491300353319,1.6654274751552363,Iris-setosa
+12,6.179505245743572,3.054090480058582,5.233591268747462,0.6161346232142342,Iris-virginica
+13,5.1089477161730255,3.0540015501065105,1.5100224415647074,1.6654274783643768,Iris-setosa
+14,5.1089477161730255,3.0540001209038126,1.5100223922208413,1.6654274752867837,Iris-setosa
+15,5.1089477161730255,3.05400058878888,1.5100226712479066,1.665427525083651,Iris-setosa
+16,5.1089477161730255,3.054000000098522,4.899491296880193,1.6654274751382168,Iris-versicolor
+17,5.1089477161730255,3.054002077519872,1.5100224613275088,1.6654274803575564,Iris-setosa
+18,6.179366488920048,3.054000000002387,4.899494634817159,1.6654283930244085,Iris-versicolor
+19,6.181704459898417,3.0540158853774346,5.505146923214287,2.8282570222770103,Iris-virginica
+20,6.179366498106848,3.0540000751246006,4.900035755478371,1.6663031412968556,Iris-virginica
+21,5.1089477161730255,3.0542884678954563,1.5100236750736906,0.2615308708921081,Iris-setosa
+22,5.108947716173026,3.0540044913328095,1.510023258371524,1.6654276341708711,Iris-setosa
+23,5.1089477161730255,3.0540005632484357,1.5100224075826998,1.6654274759412648,Iris-setosa
+24,6.179636485602982,3.0540000002706793,4.909571410480904,1.6983424338906892,Iris-virginica
+25,5.1089477161730255,3.054000021768799,4.899491311249879,1.6654274752712435,Iris-setosa
+26,5.1089477161730255,3.054000009405242,4.89949130394684,1.6654274751838094,Iris-setosa
+27,6.179366498809071,3.0540000044082665,4.899646704086678,1.665659224041552,Iris-versicolor
+28,5.1089477161730255,3.054000161211442,1.5100223929219243,1.6654274753068166,Iris-setosa
+29,6.1922797854264235,3.0540003170621692,5.41226910587223,2.8463183315324216,Iris-virginica
+30,6.186726868630594,3.05400000001149,4.944810533467822,1.7161571617147717,Iris-virginica
+31,5.1089477161730255,3.0540000012585744,4.899491299478874,1.6654274751483404,Iris-setosa
+0,6.179366488672003,3.0543802965190623,1.5103467120223897,0.261648602614553,Iris-setosa
+1,5.1089477161730255,3.054000003960818,4.899491300772851,1.6654274751534353,Iris-setosa
+2,6.1811305163926065,3.0540011623114087,5.212674724430427,2.5792775419116616,Iris-virginica
+3,5.1089477161730255,3.0540000103491427,4.899491317173096,1.6654274754078022,Iris-setosa
+4,5.1089477161730255,3.054000001229511,4.899491308642631,1.6654274752898137,Iris-setosa
+5,6.182806263235254,3.0540000000006513,4.914568636860157,1.6724536046513323,Iris-virginica
+6,6.185323239803791,3.054000005339092,5.04598858596601,2.3014407681553823,Iris-virginica
+7,6.192324731131561,3.0540000009525765,5.0405704214613865,2.1048275270131676,Iris-virginica
+8,6.179491361269849,3.0540000000150114,4.9034208085103295,1.672304665414596,Iris-virginica
+9,5.1089477161730255,3.0540004109566428,1.510022441333151,1.6654274785497496,Iris-setosa
+10,6.188794106836228,3.054000007203743,5.072179103394522,2.3176669532567393,Iris-virginica
+11,6.182407911461289,3.054016811238493,5.548535062681769,2.8702883292087567,Iris-virginica
+12,5.108947716174202,3.05400002377538,4.899495736892241,1.665428712766072,Iris-versicolor
+13,5.1089477161730255,3.0540459062276577,1.5100226470898293,0.2615308178608685,Iris-setosa
+14,5.1089477161730255,3.054001130244062,1.5100226595419985,1.6654275157153011,Iris-setosa
+15,6.17936650303404,3.054162195227459,4.907833705803679,0.26606576860636794,Iris-setosa
+16,6.179603337051745,3.0540000020386446,4.91660388793122,1.761231772319602,Iris-virginica
+17,5.1089477161730255,3.0542168011748543,1.5100239849352388,0.26153089622218956,Iris-setosa
+18,5.1089477161730255,3.054000786953866,1.5100223976073583,1.665427475496535,Iris-setosa
+19,5.1089477161730255,3.0540000009757655,4.899491298512881,1.665427475143689,Iris-versicolor
+20,5.1089477161730255,3.054002745366079,1.5100225485651104,1.6654274905674,Iris-setosa
+21,6.179366738286754,3.0540000107727203,4.9005641363257,1.6682592631341413,Iris-virginica
+22,5.1089477161730255,3.054007607377478,1.5100224179409363,1.6654274765480204,Iris-setosa
+23,6.179570115318549,3.0540000003467838,4.908996711664122,1.6982012458988487,Iris-virginica
+24,5.1089477161730255,3.0540000577092274,4.899491395205887,1.6654274783677414,Iris-setosa
+25,6.180843916933034,3.054001427551308,5.248351544712359,2.636135591254832,Iris-virginica
+26,5.1089477161730255,3.0540000008095,4.899491298931345,1.6654274751471012,Iris-versicolor
+27,5.1089477161730255,3.0540035413187545,1.5100224244344571,1.6654274768425756,Iris-setosa
+28,5.1089477161730255,3.05400000006902,4.89949130295033,1.665427475240898,Iris-versicolor
+29,5.1089477161730255,3.0540000009089776,4.899491300650883,1.6654274751554017,Iris-versicolor
+30,5.1089477161730255,3.054000011176396,4.899491309172447,1.6654274752467184,Iris-setosa
+31,6.179378954526776,3.0540109624936145,4.968910582113349,1.880556121403096,Iris-virginica
+0,6.179366843062933,3.054000000153753,4.899784227915706,1.665927585814429,Iris-versicolor
+1,5.1089477161730255,3.05400000011541,4.89949130724014,1.6654274753123308,Iris-versicolor
+2,5.1089477161730255,3.0540000050368667,4.899491391491511,1.6654274787885222,Iris-setosa
+3,6.179750961358134,3.0540690622296425,5.3538613485430435,2.61207215123237,Iris-virginica
+4,5.1089477161730255,3.0540000004537835,4.899491300987982,1.665427475171961,Iris-versicolor
+5,5.1089477161730255,3.054000000111263,4.899491301607789,1.6654274751910587,Iris-versicolor
+6,6.1905480595056,3.054000108577768,5.272403354464367,2.7113775608584794,Iris-virginica
+7,5.1089477161730255,3.0540069657224014,1.5100224268648235,1.6654274771179376,Iris-setosa
+8,5.1089477161731045,3.0540004579579723,4.8994949358924575,1.6654282270337148,Iris-setosa
+9,5.1089477161730255,3.054001087670923,1.510022596363953,1.665427504536857,Iris-setosa
+10,6.189437834077889,3.0540000067439044,5.080505246475963,2.3443419241449606,Iris-virginica
+11,5.1089477161730255,3.0540000150953253,4.899491305193865,1.6654274751872524,Iris-setosa
+12,5.1089477161730255,3.054000029980813,4.899491305353313,1.665427475188001,Iris-setosa
+13,5.1089477161730255,3.054000003034948,4.8994913025364655,1.6654274751729854,Iris-setosa
+14,6.1917188955427225,3.054000014655468,5.137459471016512,2.4617270182811386,Iris-virginica
+15,5.1089477161730255,3.0540003249174155,1.5100223938678687,1.6654274753396092,Iris-setosa
+16,6.179638003491352,3.054000449970958,5.00037956260998,2.075881437292202,Iris-virginica
+17,6.179457973009026,3.054000000048248,4.903620005780746,1.675860282900449,Iris-virginica
+18,5.1089477161730255,3.054000025800155,4.899491352014091,1.6654274766356585,Iris-setosa
+19,6.1861617914926725,3.0540000160740695,5.081558948000178,2.3839524478828746,Iris-virginica
+20,5.1089477161730255,3.0540000016697366,4.899491302069967,1.6654274751655802,Iris-setosa
+21,5.1089477161730255,3.0540000518848625,4.899491310438666,1.6654274752471863,Iris-setosa
+22,6.179660966852586,3.054042801220866,5.293698681029027,2.563918125924884,Iris-virginica
+23,5.1089477161730255,3.0540000002893892,4.899491301598871,1.665427475182577,Iris-versicolor

iris/lct_gan/4/13/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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

iris/lct_gan/4/13/train.csv

@@ -0,0 +1,121 @@
+,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
+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
+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/4/13/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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

iris/lct_gan/4/14/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089477161730255,3.0540000026022143,4.899491303627654,1.665427475188467,Iris-setosa
+1,5.1089477161730255,3.054279354790059,1.510022923355683,0.26153082567064245,Iris-setosa
+2,6.183947942569291,3.0540015460908703,5.4072741229079435,2.8211737792259957,Iris-virginica
+3,6.179366488837395,3.054051743109658,4.900244774724364,0.26173945764907935,Iris-setosa
+4,6.1805931824283125,3.054003413805587,5.278042740008282,2.6500266573467117,Iris-virginica
+5,5.1089477161730255,3.054000003807796,4.899491306980889,1.665427475229041,Iris-setosa
+6,6.179366488677547,3.054000001395551,4.899502181146923,1.6654319795498045,Iris-versicolor
+7,5.1089477161730255,3.054000007905852,4.8994913203858745,1.6654274755149785,Iris-setosa
+8,5.1089477161730255,3.054073141632237,1.5100224896891081,0.26153081085526975,Iris-setosa
+9,5.1089477161730255,3.0540000022806537,4.899491306422182,1.6654274752379785,Iris-setosa
+10,5.1089477161730255,3.0540000713335975,1.510022388860751,1.6654274752053306,Iris-setosa
+11,5.108947716173026,3.054000000103065,4.899491354695145,1.665427478063196,Iris-versicolor
+12,6.179366488922046,3.0540000000837138,4.899500069382816,1.6654308192250673,Iris-versicolor
+13,5.1089477161730255,3.0540000184730385,4.899491304150382,1.6654274751812703,Iris-setosa
+14,5.1089477161730255,3.0540000028194023,4.899491302583549,1.6654274751698026,Iris-setosa
+15,5.1089477161730255,3.0540000004022216,4.899491297741302,1.6654274751408245,Iris-versicolor
+16,5.1089477161730255,3.0540000008373847,4.89949129977671,1.6654274751505815,Iris-versicolor
+17,5.1089477161730255,3.0540000007731702,4.899491311335348,1.6654274753627363,Iris-versicolor
+18,5.1089477161730255,3.0540120029405973,1.5100224349668299,1.665427477602419,Iris-setosa
+19,5.1089477161730255,3.0540429980860035,1.5100226046703755,0.26153081604875106,Iris-setosa
+20,6.179366488835277,3.0540000007967643,4.899506929212165,1.6654358146209,Iris-versicolor
+21,6.179377778635791,3.0540267823717047,4.99010942463755,1.926407145244934,Iris-virginica
+22,5.1089477161730255,3.054001546283953,1.510022411942107,1.6654274761507435,Iris-setosa
+23,6.179366488627097,3.0540000000057725,4.899491861362172,1.6654275503133504,Iris-versicolor
+24,5.108947716173026,3.0716409097529653,1.5100373545296666,0.26153163089569503,Iris-setosa
+25,5.1089477161730255,3.0540001046530927,1.510022388933641,1.6654274752065827,Iris-setosa
+26,6.179366488687036,3.0552606802560396,1.5107740076555005,0.2618172771374951,Iris-setosa
+27,5.1089477161730255,3.054000762078011,1.5100223939669488,1.6654274753566027,Iris-setosa
+28,6.179366488648674,3.0579592123358434,1.5107132188731554,0.26174046308673504,Iris-setosa
+29,6.179369893177661,3.0540956049163364,4.980914080980087,0.3505368276328189,Iris-virginica
+30,6.179367008756108,3.054000009306241,4.900531968725459,1.6681786352605947,Iris-virginica
+31,5.108947716173034,3.05400000007548,4.89949142504727,1.6654274843470485,Iris-versicolor
+0,6.180206878596434,3.0540000004348955,4.926592206083227,1.7828072446233907,Iris-virginica
+1,6.207405885037776,3.0540000005843924,5.095803266663236,2.102471500931274,Iris-virginica
+2,6.179366488726649,3.054947141334258,1.5107150840831516,0.2618088695075493,Iris-setosa
+3,5.1089477161730255,3.054000005443139,4.899491356976533,1.665427476847723,Iris-setosa
+4,5.1089477161730255,3.054000047480998,4.899491336846969,1.6654274759548156,Iris-setosa
+5,5.1089477161730255,3.0540000006636374,4.8994912989582655,1.6654274751480138,Iris-versicolor
+6,5.108947716173026,3.0540000220595447,4.899491528561417,1.6654274901520496,Iris-setosa
+7,5.1089477161730255,3.054000005735093,4.899491301610396,1.6654274751585734,Iris-setosa
+8,6.184526351852142,3.054010772073626,5.607466806706013,2.925397179594367,Iris-virginica
+9,6.179370130720819,3.054000438946297,4.9128785465159766,1.7099832229692047,Iris-virginica
+10,6.20384700061094,3.05400000177522,5.123898000968517,2.2635828887352765,Iris-virginica
+11,6.179366488637907,3.054000003073606,4.8994961234394925,1.6654292011869707,Iris-versicolor
+12,6.184843555531713,3.0540001595278956,5.2184399038014115,2.6606209313004228,Iris-virginica
+13,5.1089477161730255,3.0540000001131857,4.899491300067317,1.665427475172086,Iris-versicolor
+14,6.191178707678136,3.0540000018060596,5.053073412371132,2.19009951452623,Iris-virginica
+15,6.179366488624083,3.0540000000075826,4.8994917752909855,1.6654275346017453,Iris-versicolor
+16,6.17936648867331,3.0540000000046597,4.899492875943982,1.6654278124375308,Iris-versicolor
+17,5.1089477161730255,3.0540001087875552,1.5100223938011161,1.6654274753290963,Iris-setosa
+18,5.1089477161730255,3.054000008471781,4.89949132677169,1.6654274757003293,Iris-setosa
+19,6.179366548542405,3.054000000073193,4.899577848486871,1.6655107339228483,Iris-versicolor
+20,5.1089477161730805,3.0648550618603325,1.5100818888252476,0.26153707605975274,Iris-setosa
+21,5.1089477161730255,3.0540000014773985,4.899491319750251,1.6654274755531346,Iris-setosa
+22,6.18932976931501,3.0540010425253055,5.494395990929163,2.898297019930053,Iris-virginica
+23,6.179366488624425,3.054004296451369,4.899518089245899,1.6654350530482043,Iris-setosa
+24,5.1089477161730255,3.0540000163202863,4.899491368811986,1.6654274773628648,Iris-setosa
+25,6.17936648869537,3.0540698525641354,1.5102299743273557,0.26161816955616485,Iris-setosa
+26,6.179472554781102,3.054000402640748,4.966298071449395,1.9543319205632141,Iris-virginica
+27,5.1089477161730255,3.0540000019799742,4.899491307854763,1.6654274752656175,Iris-setosa
+28,5.1089477161730255,3.054000001783426,4.899491300220818,1.66542747515168,Iris-setosa
+29,6.1795483792202806,3.054081622067562,5.249760565646699,2.4664225744776753,Iris-virginica
+30,6.179840979088442,3.054000000006434,4.906415618189829,1.6745379847954882,Iris-virginica
+31,5.1089477161730255,3.054000000603931,4.899491299812688,1.665427475154589,Iris-versicolor
+0,6.188435439161073,3.054000648965563,5.4184623944797,2.8451315615341777,Iris-virginica
+1,5.1089477161730255,3.0540000542461097,4.89949134286975,1.665427476019664,Iris-setosa
+2,6.179401427688445,3.0541403355092505,5.105335932383722,0.49406247864671565,Iris-virginica
+3,6.181552018153782,3.0540000000097347,4.91882779847578,1.6904157268465474,Iris-virginica
+4,5.1089477161730255,3.0540000008179726,4.899491298471464,1.6654274751439868,Iris-versicolor
+5,6.179522304002701,3.0540118866928796,5.114359807223417,2.2945293232949293,Iris-virginica
+6,5.108947716173026,3.0540000200873565,4.899491595577969,1.665427495796277,Iris-setosa
+7,5.1089477161730255,3.0540000436938546,4.899491570662494,1.665427491580174,Iris-setosa
+8,5.1089477161730255,3.0540001870574294,1.5100224077172912,1.6654274759549406,Iris-setosa
+9,6.179367839497638,3.0540000919477226,4.903636034863427,1.6783708673210551,Iris-virginica
+10,5.1089477161730255,3.054000220047313,1.5100223988156403,1.6654274755401013,Iris-setosa
+11,5.1089477161730255,3.054000000952533,4.899491298873361,1.6654274751460594,Iris-versicolor
+12,6.194198769315937,3.0540001276913524,5.323750623704944,2.760733181653763,Iris-virginica
+13,6.18632385691537,3.054001065249977,5.4289868028240935,2.851717419851169,Iris-virginica
+14,6.184157717661385,3.054000000037862,4.943879602241377,1.7499351016464892,Iris-virginica
+15,5.1089477161730255,3.0541503524038824,1.5100225412491524,0.26153081217043034,Iris-setosa
+16,5.1089477161730255,3.0540012476440888,1.5100223944427065,1.6654274753832974,Iris-setosa
+17,6.19055550328071,3.054000224098033,5.346102703463516,2.791591394110089,Iris-virginica
+18,6.181000000738282,3.0540000020567826,4.956467674077459,1.969900198464436,Iris-virginica
+19,6.1812533616888015,3.0541471744259647,5.6545673273726615,2.8555529410463394,Iris-virginica
+20,6.179366488643326,3.0571488581400716,1.5105972449785934,0.2616957710492406,Iris-setosa
+21,5.1089477161730255,3.054002717748,1.510022403804329,1.6654274757690537,Iris-setosa
+22,5.1089477161730255,3.0540000004119197,4.89949130330945,1.6654274752084455,Iris-versicolor
+23,5.1089477161730255,3.0540000001484047,4.899491298332162,1.665427475149956,Iris-versicolor
+24,5.1089477161730255,3.0540000151385756,4.8994913034462675,1.6654274751748512,Iris-setosa
+25,6.183879539944098,3.0540019457136727,5.402804627459875,2.8003287232948395,Iris-virginica
+26,5.108947716173026,3.0540000089670847,4.899491511260715,1.6654274887733704,Iris-setosa
+27,5.108947716173178,3.0540021901315324,4.8995019831267435,1.665429813366101,Iris-setosa
+28,6.17937525134866,3.0540000001198218,4.900637071837241,1.668141311136319,Iris-virginica
+29,6.183988799322379,3.054016075861097,5.612559293018464,2.9163184465304695,Iris-virginica
+30,6.179611546699251,3.054000000554109,4.912916176479905,1.7257880333343647,Iris-virginica
+31,6.17951384025541,3.054000000057337,4.90543678770882,1.6810223159153155,Iris-virginica
+0,6.179367587082502,3.0540000000026257,4.8996606601357025,1.6655676531958008,Iris-versicolor
+1,5.1089477161730255,3.0540000009276786,4.899491307398958,1.6654274752661917,Iris-setosa
+2,5.1089477161730255,3.0540000100481,4.899491302363539,1.6654274751654656,Iris-setosa
+3,6.179376451685829,3.05400067341973,4.924266664932309,1.7540888292668615,Iris-virginica
+4,5.1089477161730255,3.0540000057796113,4.899491303471019,1.6654274751766924,Iris-setosa
+5,6.180087724468366,3.054000051267773,4.988874799122246,2.0850867873452232,Iris-virginica
+6,6.179374664059496,3.0540011997344823,4.929258790082966,1.7700771866315355,Iris-virginica
+7,5.1089477161730255,3.054000098326539,1.5100223923454847,1.665427475290343,Iris-setosa
+8,5.1089477161730255,3.054000000090828,4.899491297664303,1.665427475144842,Iris-versicolor
+9,6.180849491049634,3.054000001052718,4.945629347100039,1.900838526514617,Iris-virginica
+10,6.1793766437721285,3.054000051474711,4.908178588253304,1.7028314087663552,Iris-virginica
+11,5.1089477161730255,3.0540162317002175,1.510022442866114,1.6654274779781453,Iris-setosa
+12,6.179366488686221,3.0540043310864773,4.899639444438351,1.6655056048494983,Iris-setosa
+13,6.184924242442513,3.054000000041172,4.946888523548187,1.7505856352536688,Iris-virginica
+14,5.1089477161733905,3.054000000028788,4.899491679228909,1.6654275188730703,Iris-versicolor
+15,6.179366489525274,3.0560955489770034,1.512671939125652,0.2630902818313137,Iris-setosa
+16,5.1089477161730255,3.0540000417726487,4.899491304706976,1.6654274751838836,Iris-setosa
+17,5.1089477161730255,3.0540000000158787,4.89949131213383,1.6654274755727296,Iris-versicolor
+18,6.187292760770211,3.0540016387897992,5.497748825405266,2.9007634802483886,Iris-virginica
+19,6.17948025987833,3.0540188695198047,5.101061581207254,2.2485680087733257,Iris-virginica
+20,6.179366595125448,3.0541052400669875,4.919750226612329,0.2765743474121452,Iris-setosa
+21,5.1089477161730255,3.054000000223627,4.899491297476665,1.665427475140339,Iris-versicolor
+22,6.189490813371167,3.0540000003194563,5.000894012837235,1.9408909177043716,Iris-virginica
+23,5.108947716173026,3.0540018916324763,1.5100230514111417,1.6654276009419782,Iris-setosa

iris/lct_gan/4/14/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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

iris/lct_gan/4/14/train.csv

@@ -0,0 +1,121 @@
+,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
+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
+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/4/14/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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

iris/lct_gan/4/15/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.181048337868353,3.054002624732964,5.272213250450503,2.641245060503013,Iris-virginica
+1,5.1089477161730255,3.0540027040484232,1.5100224026285793,1.665427475724799,Iris-setosa
+2,5.108947716173045,3.152068069339853,1.5101113432882376,0.2615386917867885,Iris-setosa
+3,5.1089477161731125,3.0540000000060776,4.899491448775928,1.6654274863501497,Iris-versicolor
+4,6.179368814687419,3.054000006430857,4.901767159002894,1.673951275181847,Iris-virginica
+5,5.1089477161730255,3.0540059028180178,1.5100224380408074,1.665427477681641,Iris-setosa
+6,5.1089477161730255,3.054000000915782,4.899491301379895,1.6654274751719842,Iris-setosa
+7,6.179366488625037,3.054020837864604,1.5100597168532515,1.665447822495235,Iris-setosa
+8,6.179612752927032,3.054001022736482,5.039598089457842,2.1868906834792488,Iris-virginica
+9,5.1089477161730255,3.054000002382835,4.899491299993241,1.665427475149906,Iris-setosa
+10,5.1089477161730255,3.054008109307485,1.5100224968965428,1.6654274829248625,Iris-setosa
+11,6.179645095278453,3.0540010168574163,5.029639378129968,2.1389849851217777,Iris-virginica
+12,5.1089477161730255,3.054000000201726,4.899491297191501,1.6654274751392468,Iris-versicolor
+13,5.108947716173026,3.0540000000359697,4.899491328662487,1.6654274762507355,Iris-versicolor
+14,5.1089477161730255,3.054000078796898,4.899491356407557,1.6654274766750101,Iris-setosa
+15,5.1089477161730255,3.0540001578577254,4.8994913760823895,1.6654274774558995,Iris-setosa
+16,5.1089477161730255,3.054000048776096,4.899491353016904,1.6654274764303318,Iris-setosa
+17,5.108947716173039,3.0540000649872687,4.89949244813413,1.6654276170051092,Iris-setosa
+18,6.179386219430658,3.0540000003070618,4.9023081956516945,1.6755880659986555,Iris-virginica
+19,5.10894771617308,3.0540000009019264,4.899491798122281,1.6654275334086255,Iris-versicolor
+20,5.1089477161730255,3.054000000305111,4.89949133760286,1.665427476483382,Iris-versicolor
+21,5.1089477161730255,3.0540004955457314,1.5100224638389146,1.6654274807266243,Iris-setosa
+22,6.179445020428783,3.0540004265260317,4.967870275418004,1.955437124267702,Iris-virginica
+23,5.1089477161730255,3.0540000156729596,4.899491353068776,1.6654274767337773,Iris-setosa
+24,5.1089477161730255,3.0540000036187203,4.899491301597796,1.6654274751639881,Iris-setosa
+25,6.179461574589713,3.054000000000643,4.901049285560219,1.666551460600031,Iris-virginica
+26,5.1089477161730255,3.054000000217365,4.899491305300327,1.6654274752602267,Iris-versicolor
+27,5.108947716173124,3.0540000000376697,4.899491537440644,1.6654274976631533,Iris-versicolor
+28,5.1089477161730255,3.0540000052956437,4.899491301569581,1.6654274751624685,Iris-setosa
+29,5.1089477161730255,3.0540000003480885,4.899491298410861,1.6654274751447096,Iris-versicolor
+30,6.179367559921986,3.054057417934569,4.946294826836862,0.31111066482648014,Iris-setosa
+31,5.1089477161730255,3.054000000704896,4.899491299382031,1.6654274751471134,Iris-versicolor
+0,5.1089477161730255,3.0540000389291047,4.899491331050433,1.665427475744469,Iris-setosa
+1,5.1089477161730255,3.054000000465858,4.89949130018953,1.665427475161235,Iris-versicolor
+2,5.10894771617321,3.054000000131157,4.899491740656233,1.6654275400822234,Iris-versicolor
+3,5.1089477161730255,3.0540000003507544,4.899491298345553,1.6654274751449332,Iris-versicolor
+4,6.17988269746704,3.0540000000000886,4.902727121543275,1.6665945501358228,Iris-virginica
+5,6.179367653838282,3.05406638506627,4.948760238266666,0.3142872575211249,Iris-setosa
+6,6.187074753742684,3.0540000004216044,4.990262902361639,1.9251695822842418,Iris-virginica
+7,5.1089477161730255,3.0540212943515566,1.5100224584555435,1.6654274788733545,Iris-setosa
+8,6.185198594741236,3.0540000000837177,4.961910470809405,1.8151685607410586,Iris-virginica
+9,5.1089477161730255,3.0540000096196174,4.899491302960112,1.665427475168294,Iris-setosa
+10,5.1089477161730255,3.05400000340699,4.899491402318634,1.6654274806722518,Iris-setosa
+11,5.1089477161730255,3.054009646513577,1.510022441667861,1.665427478177281,Iris-setosa
+12,6.19341009865897,3.0540002437379417,5.387591203558772,2.823150371959941,Iris-virginica
+13,6.179372151338222,3.0540000008883124,4.901090013899085,1.6714581043492949,Iris-virginica
+14,6.179370337389656,3.054000000155464,4.90039345934743,1.6675860665361575,Iris-virginica
+15,5.1089477161730255,3.0540000008419907,4.899491304050935,1.6654274752013793,Iris-versicolor
+16,5.1089477161730255,3.0540000000382292,4.899491305631074,1.6654274753077283,Iris-versicolor
+17,5.1089477161730255,3.0540000041927717,4.899491311424722,1.6654274753065261,Iris-setosa
+18,5.1089477161730255,3.054000396520181,1.5100223983261936,1.6654274755213092,Iris-setosa
+19,6.17936653032081,3.054000001198661,4.8996865473343405,1.66568266797864,Iris-versicolor
+20,5.1089477161730255,3.0540000021685745,4.899491302369414,1.6654274751719025,Iris-setosa
+21,6.179368715757854,3.054014692885786,4.938308572847973,1.7709998580212036,Iris-virginica
+22,6.187808066333247,3.054000001797516,5.028009736484802,2.1374789450738607,Iris-virginica
+23,5.1089477161730255,3.054072823429452,1.5100225032810992,0.2615308111332381,Iris-setosa
+24,5.1089477161732475,3.0540003494862287,4.89949728312819,1.6654290875730493,Iris-setosa
+25,5.1089477161730255,3.054000000721122,4.8994912981865255,1.6654274751424691,Iris-versicolor
+26,5.1089477161730255,3.0540000001131045,4.8994912970276845,1.6654274751386873,Iris-versicolor
+27,6.180950499145781,3.054002921807822,5.299040678859675,2.6740364332731854,Iris-virginica
+28,6.183976991906883,3.0540064404361003,5.524092138934921,2.880826015730511,Iris-virginica
+29,5.1089477161730255,3.054000005785733,4.899491303421652,1.6654274751808416,Iris-setosa
+30,6.179366821153426,3.054000006178989,4.900391188769164,1.66774763447824,Iris-virginica
+31,6.1793664905178165,3.0540002338675056,4.899815518888847,1.6658072519788711,Iris-setosa
+0,6.179366488623966,3.054104212635291,1.5100640401919403,0.2615398297101247,Iris-setosa
+1,5.1089477161730255,3.054115318679087,1.5100224731196228,0.26153081022664193,Iris-setosa
+2,6.181790244752885,3.0540270745360574,5.553809948792786,2.852292168583494,Iris-virginica
+3,6.180527221845197,3.0540000001046415,4.92310827331526,1.7410011193901433,Iris-virginica
+4,5.1089477161730255,3.054000001083832,4.899491301451597,1.665427475169782,Iris-setosa
+5,5.1089477161730255,3.054000022629581,4.899491303731147,1.6654274751761668,Iris-setosa
+6,6.180513133435863,3.0540186690795315,5.3990096010420485,2.72572759069737,Iris-virginica
+7,5.1089477161730255,3.0540000033767134,4.899491316135918,1.665427475449403,Iris-setosa
+8,6.179366488644356,3.0540000119825437,4.899499768226219,1.6654311140629248,Iris-versicolor
+9,5.108947716173034,3.063208300270662,1.5100482745741581,0.2615328231845981,Iris-setosa
+10,6.179419083824456,3.0540096392681892,5.028215348984007,2.0887657012563814,Iris-virginica
+11,6.180893593517346,3.054000413415826,5.140260553606059,2.471574693109536,Iris-virginica
+12,5.1089477161730255,3.054000031110663,4.899491306040075,1.6654274751976401,Iris-setosa
+13,6.1793664886227,3.1068706759897213,1.5102661619336708,0.26156605404139627,Iris-setosa
+14,5.1089477161730255,3.054000360103499,1.510022401076842,1.6654274756437253,Iris-setosa
+15,6.1794178769920896,3.0540000977632875,4.925512917121554,1.7803858611016365,Iris-virginica
+16,5.1089477161730255,3.054010368330142,1.5100231405392273,1.6654275851738805,Iris-setosa
+17,5.1089477161730255,3.0540000002222496,4.8994912976117675,1.6654274751404885,Iris-versicolor
+18,5.1089477161730255,3.054000000067751,4.899491303711045,1.6654274752492584,Iris-versicolor
+19,5.1089477161730255,3.054000061035455,4.899491347062945,1.6654274762251569,Iris-setosa
+20,5.1089477161730255,3.054000000522282,4.899491298388678,1.6654274751433407,Iris-versicolor
+21,6.179366488629992,3.0568902711331556,1.5103135329006538,0.2615995027564378,Iris-setosa
+22,6.180512608809022,3.054079563833416,5.551029327398414,2.810921639985423,Iris-virginica
+23,5.1089477161730255,3.054000000003342,4.899491304215645,1.6654274753150946,Iris-versicolor
+24,6.18076047782286,3.054000012540891,4.992079521309916,2.144867937745695,Iris-virginica
+25,5.1089477161730255,3.0540000016017963,4.899491302842777,1.6654274751805247,Iris-setosa
+26,5.1089477161730255,3.0540000131536744,4.899491309427933,1.6654274752434255,Iris-setosa
+27,5.108947716173026,3.054000060164075,4.899491618235793,1.6654274967581653,Iris-setosa
+28,6.1798487860935625,3.0540095837663324,5.233337730025814,2.525870177464415,Iris-virginica
+29,5.1089477161730255,3.05400000262729,4.899491299676442,1.6654274751481815,Iris-setosa
+30,5.1089477161730255,3.0540000097985773,4.899491308513631,1.6654274752407063,Iris-setosa
+31,5.1089477161730255,3.054000000188163,4.899491297408962,1.665427475140207,Iris-versicolor
+0,6.1893815048417995,3.0540008478760563,5.463695193237504,2.8791179522862187,Iris-virginica
+1,6.185989953718594,3.054000653532891,5.360362955844578,2.7870188790363573,Iris-virginica
+2,6.179366488667568,3.054000000000793,4.89949231032756,1.6654276406279578,Iris-versicolor
+3,6.179377352388738,3.054005176767575,4.9489305939754065,1.825648198162873,Iris-virginica
+4,6.179896012705391,3.0540000526635454,4.9766063490396055,2.0398071321284967,Iris-virginica
+5,5.108947716173027,3.0540000010212682,4.899491437390277,1.665427483976731,Iris-versicolor
+6,5.108947716173055,3.0540000002260763,4.8994915520412565,1.665427497610407,Iris-versicolor
+7,6.181541554549893,3.0541098785993994,5.662975227686908,2.879278213740191,Iris-virginica
+8,5.1089477161730255,3.0540000120800266,4.8994913132918025,1.6654274753375546,Iris-setosa
+9,5.1089477161730255,3.0540000004008325,4.899491299371952,1.665427475152978,Iris-versicolor
+10,5.1089477161730255,3.0540000004439842,4.8994912985644685,1.6654274751457099,Iris-versicolor
+11,5.1089477161730255,3.054000008005576,4.899491303332712,1.6654274751753149,Iris-setosa
+12,6.179960031907756,3.054000000133171,4.917819667197454,1.729439025471844,Iris-virginica
+13,5.1089477161730255,3.054000007852441,4.899491305189512,1.6654274751974036,Iris-setosa
+14,5.1089477161730255,3.054000006309325,4.899491321728625,1.6654274755532752,Iris-setosa
+15,5.1089477161730255,3.054000012263473,4.899491302632063,1.6654274751655067,Iris-setosa
+16,5.1089477161730255,3.054000015390001,4.899491307330731,1.6654274752183225,Iris-setosa
+17,5.1089477161730255,3.054000000353356,4.899491302390543,1.6654274751961782,Iris-versicolor
+18,5.1089477161730255,3.0540000330319,4.899491311305613,1.6654274752677822,Iris-setosa
+19,6.1822442827900455,3.054019740744491,5.582044296986671,2.890471771567389,Iris-virginica
+20,6.186159269797948,3.054002889484014,5.534072499608058,2.908591443137309,Iris-virginica
+21,5.1089477161730255,3.0540337894424194,1.5100224561227389,0.26153081005275225,Iris-setosa
+22,6.179369768220325,3.054005289653973,4.9277077195523455,1.7423494624283637,Iris-virginica
+23,6.179421921150417,3.0540010356817078,4.96585180853027,1.9197518837999108,Iris-virginica

iris/lct_gan/4/15/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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

iris/lct_gan/4/15/train.csv

@@ -0,0 +1,121 @@
+,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
+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
+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/4/15/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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

iris/lct_gan/4/16/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089477161730255,3.054000031040898,4.899491306648768,1.6654274752001867,Iris-setosa
+1,5.1089477161730255,3.054000001097244,4.8994912997764075,1.6654274751502167,Iris-setosa
+2,6.179480596822533,3.054000000577144,4.907169642466827,1.6962155438412163,Iris-virginica
+3,5.1089477161730255,3.054003888190228,1.5100225935752747,1.665427498909158,Iris-setosa
+4,5.1089477161730255,3.0540001471566876,4.8994913467875465,1.6654274761574854,Iris-setosa
+5,6.184820403278672,3.0540000004096735,4.972444653251617,1.8985216522537272,Iris-virginica
+6,6.179391511854454,3.054036238837899,5.0303849985901365,2.0303629559673566,Iris-virginica
+7,5.1089477161730255,3.0540000000135077,4.899491304239558,1.6654274752861018,Iris-versicolor
+8,6.18882338833427,3.054000050774778,5.181829547742975,2.5942472145709607,Iris-virginica
+9,5.1089477161730255,3.054000013311011,4.899491338153276,1.665427476033001,Iris-setosa
+10,6.17942313510163,3.054000000002875,4.900975843814665,1.667037712860408,Iris-virginica
+11,5.1089477161730255,3.0540000954914883,1.510022391412368,1.6654274752609812,Iris-setosa
+12,6.199045908587042,3.0540000040623716,5.137195026327752,2.395873916366161,Iris-virginica
+13,5.1089477161730255,3.0540000007095958,4.899491301999101,1.6654274751819262,Iris-versicolor
+14,6.179368787098995,3.0540007835636582,4.911686488822559,1.702636396808591,Iris-virginica
+15,6.179387508402093,3.054000000014979,4.900665963328579,1.6671092553703668,Iris-virginica
+16,6.184842580178956,3.0540000007425117,4.985477540339745,1.9985090866017092,Iris-virginica
+17,6.179366841832041,3.0540000000020187,4.899605026131557,1.6655174645949828,Iris-versicolor
+18,6.180888652264551,3.05400005901908,5.030649005539391,2.2325839907354794,Iris-virginica
+19,6.179369736358109,3.054005321840412,4.935959931558,1.7733609412133096,Iris-virginica
+20,5.108947716173028,3.0540021307049265,1.510023479232114,1.6654277142708485,Iris-setosa
+21,6.179606327381159,3.054000127345485,4.96160526006583,1.953495063439881,Iris-virginica
+22,6.180771998523688,3.0540002618889224,5.095577618201516,2.3798638493167408,Iris-virginica
+23,6.180447998050679,3.054018981853582,5.385442778065244,2.713293807585652,Iris-virginica
+24,6.179374060447913,3.0545018273813396,5.082783467986325,0.4420941380761285,Iris-setosa
+25,6.179366500531994,3.0540000000250545,4.899529728961032,1.6654551464745364,Iris-versicolor
+26,6.179885100074958,3.0540013248035005,5.0870683749383,2.3048565818294,Iris-virginica
+27,5.108947716173028,3.054893005443294,1.510028671666859,0.26153126606729143,Iris-setosa
+28,5.1089477161730255,3.054000963596504,1.5100224020029298,1.665427475689186,Iris-setosa
+29,6.186321384720321,3.0540000535655647,5.151954777005242,2.5446927025249817,Iris-virginica
+30,5.1089477161730255,3.0540014120963934,1.510022394867235,1.6654274753921605,Iris-setosa
+31,6.197948332069306,3.054000000732414,5.064538560433608,2.1087316421987348,Iris-virginica
+0,5.1089477161730255,3.054000000052977,4.899491296940934,1.6654274751410634,Iris-versicolor
+1,6.179367580201694,3.054000174192164,4.904424157875396,1.6795751634688387,Iris-virginica
+2,6.179366488674202,3.058349189252875,1.5109141284966061,0.26183893663456215,Iris-setosa
+3,5.1089477161730255,3.0540009381784934,1.5100223953975678,1.66542747541017,Iris-setosa
+4,5.1089477161730255,3.05400000018181,4.899491297661276,1.6654274751402443,Iris-versicolor
+5,5.108947716173033,3.054000000037231,4.899491383301822,1.66542747994317,Iris-versicolor
+6,5.1089477161730255,3.0540000007761785,4.899491298275627,1.6654274751428366,Iris-versicolor
+7,6.179460823042156,3.054000390824151,4.957164555370388,1.9023088078993513,Iris-virginica
+8,6.182887870421707,3.054000000002695,4.920899893143018,1.6830763901030261,Iris-virginica
+9,6.185508296082701,3.054000204143234,5.248320327632188,2.669321509975859,Iris-virginica
+10,5.1089477161730255,3.0540063094794667,1.5100224250641683,1.6654274769133381,Iris-setosa
+11,5.1089477161730255,3.054000000066748,4.899491301844383,1.6654274752172498,Iris-versicolor
+12,6.182513727474838,3.0540000000162353,4.928722687383736,1.7100494058599587,Iris-virginica
+13,5.10894771617304,3.054001098124834,4.89949391332369,1.665427862252014,Iris-setosa
+14,5.1089477161730255,3.05400000069877,4.899491299105045,1.6654274751485743,Iris-versicolor
+15,6.1910922282595635,3.0540000081043632,5.099420833485488,2.3715767138710966,Iris-virginica
+16,5.1089477161730255,3.0540000000089553,4.899491298936148,1.6654274751749933,Iris-versicolor
+17,5.1089477161730255,3.05406302600475,1.510022551410001,0.26153081313889265,Iris-setosa
+18,6.17983239215842,3.054000632597556,5.052384447909833,2.246027055590228,Iris-virginica
+19,5.1089477161730255,3.054000981358101,1.5100224048826592,1.6654274758054481,Iris-setosa
+20,6.17951329003994,3.054000000127449,4.906515696384298,1.6871500261482333,Iris-virginica
+21,6.179724795158757,3.0540007052063443,5.031128567928049,2.1586298028282647,Iris-virginica
+22,6.179596345157254,3.054000775037779,5.012140591311139,2.095958647709846,Iris-virginica
+23,6.1837368522499085,3.05400014238209,5.182980852670098,2.5802263732430633,Iris-virginica
+24,5.1089477161730255,3.0540000008817074,4.899491300252734,1.6654274751585547,Iris-versicolor
+25,6.187141825105484,3.0540000006035855,4.992575011163157,1.9623297240516457,Iris-virginica
+26,6.181757359364754,3.0540231547080814,5.524169781416373,2.8302800751718795,Iris-virginica
+27,6.179478504633353,3.054000000240197,4.906160214385215,1.688712924428202,Iris-virginica
+28,5.1089477161730255,3.0540000002609404,4.899491297598344,1.665427475140824,Iris-versicolor
+29,5.1089477161730255,3.0540000000095713,4.899491301926925,1.6654274752173708,Iris-versicolor
+30,6.185158994652437,3.054000011047937,5.0541772413221615,2.3142718117442116,Iris-virginica
+31,6.182609870484943,3.054000000005466,4.921902047713737,1.6869585052278415,Iris-virginica
+0,6.179368000707151,3.0540000083565526,4.901691516443808,1.6737222876000812,Iris-virginica
+1,6.182146877538221,3.054000000031864,4.930113145036327,1.7238926936796075,Iris-virginica
+2,6.17940645870025,3.0542334459494396,5.158822534642954,0.537187228741085,Iris-virginica
+3,6.179902098638175,3.0540000181819917,4.954953226709904,1.957802390179352,Iris-virginica
+4,5.1089477161730255,3.0540018198281036,1.5100224105848916,1.6654274760746752,Iris-setosa
+5,5.1089477161730255,3.05400001997065,4.899491310680802,1.6654274752627338,Iris-setosa
+6,5.1089477161730255,3.0540000012881823,4.899491300809498,1.6654274751604219,Iris-setosa
+7,5.1089477161730255,3.0540000001580787,4.8994913222619525,1.665427475882987,Iris-versicolor
+8,5.1089477161730255,3.054000000668776,4.899491298428664,1.6654274751433884,Iris-versicolor
+9,6.198649046683585,3.0540002755884745,5.489869364222191,2.908614516610487,Iris-virginica
+10,6.190893358085364,3.0540003771477395,5.41893640383006,2.8436926538086738,Iris-virginica
+11,6.179649050285077,3.0540615708208203,5.281912107101005,2.5276919899993286,Iris-virginica
+12,6.179377835172612,3.054000364034659,4.917106344096023,1.7291346918418837,Iris-virginica
+13,5.1089477161730255,3.0540000008534576,4.899491299226876,1.6654274751488467,Iris-versicolor
+14,6.179475664208216,3.0540004008002666,4.960078086985505,1.9192079867025367,Iris-virginica
+15,5.1089477161730255,3.054000000493279,4.899491298307566,1.6654274751425584,Iris-versicolor
+16,5.108947716173032,3.0631913825154546,1.5100469620245471,0.2615327505600182,Iris-setosa
+17,5.1089477161730255,3.05400008849916,1.5100223920025004,1.665427475277259,Iris-setosa
+18,6.179366488731709,3.0542196268714306,1.5105121586379149,0.26175563682718983,Iris-setosa
+19,6.179640145877385,3.0540104277876012,5.156652472311006,2.385180718811382,Iris-virginica
+20,6.179373710877562,3.054000000915829,4.901743254517499,1.6738678296006826,Iris-virginica
+21,5.108947716173207,3.0540000000113054,4.899491531748171,1.665427497227967,Iris-versicolor
+22,5.1089477161730255,3.054000000378514,4.899491302369133,1.6654274751901044,Iris-versicolor
+23,5.1089477161730255,3.0540000085160584,4.899491304896028,1.665427475190868,Iris-setosa
+24,5.1089477161730255,3.0540000973804555,4.899491366496467,1.6654274770820796,Iris-setosa
+25,5.1089477161730255,3.05400000028792,4.899491323516393,1.6654274758551948,Iris-versicolor
+26,6.179394050036361,3.05400000004046,4.901177945017694,1.668529897853752,Iris-virginica
+27,5.1089477161730255,3.0540000016442326,4.899491301670487,1.6654274751682376,Iris-setosa
+28,5.1089477161730255,3.054000001125093,4.899491299521247,1.665427475148666,Iris-setosa
+29,6.179367945032612,3.054000000016957,4.8998209735823215,1.6659040996667838,Iris-versicolor
+30,6.179664165093708,3.0540002272357833,4.995879756827859,2.0786792786235075,Iris-virginica
+31,6.1794124308458755,3.054000051512919,4.920736771079608,1.7694285910394956,Iris-virginica
+0,5.1089477161730255,3.054000021935017,4.89949132195203,1.66542747548955,Iris-setosa
+1,5.1089477161730255,3.054000001880794,4.899491319106296,1.6654274755461596,Iris-setosa
+2,5.1089477161730255,3.0540002436563602,1.5100223961307577,1.6654274754192633,Iris-setosa
+3,5.108947716173035,3.0540677064200166,1.510027136657912,0.2615312659629649,Iris-setosa
+4,6.179369269943293,3.0540000213092684,4.90232862010802,1.6746920186629324,Iris-virginica
+5,5.1089477161730255,3.054000001064112,4.899491298343731,1.6654274751432914,Iris-versicolor
+6,6.179366488626855,3.05400000846398,4.899497080003823,1.6654295768569056,Iris-versicolor
+7,6.187256216066298,3.0540001197729367,5.228119775064212,2.6486850549470073,Iris-virginica
+8,5.1089477161730255,3.0540000006741397,4.899491298233046,1.665427475143402,Iris-versicolor
+9,5.1089477161730255,3.0540000456935683,4.899491306999927,1.6654274752054614,Iris-setosa
+10,5.1089477161730255,3.054000000444725,4.899491308876326,1.6654274753218705,Iris-versicolor
+11,6.179406052645504,3.054289227773694,5.150103464074435,0.521333346279095,Iris-virginica
+12,6.179382173322409,3.0540000768479176,4.9122198181293495,1.7197240329021741,Iris-virginica
+13,5.1089477161730255,3.054000000135356,4.899491299673256,1.6654274751663904,Iris-versicolor
+14,5.1089477161730255,3.0540000035080666,4.899491322716177,1.6654274756566965,Iris-setosa
+15,6.180090534838572,3.0540171179596536,5.336720169886611,2.656259940464964,Iris-virginica
+16,6.179996829905342,3.0540147069316355,5.280463364433241,2.579346344711771,Iris-virginica
+17,6.179366542641196,3.0540000000116914,4.89955349404215,1.6654734601530143,Iris-versicolor
+18,6.209959242821862,3.0540000000345358,5.036234261466727,1.814811952904756,Iris-virginica
+19,5.1089477161730255,3.0540000351730057,4.899491318518739,1.6654274753913418,Iris-setosa
+20,5.1089477161730255,3.0540000037756494,4.8994913053230755,1.6654274751950735,Iris-setosa
+21,6.182004229408913,3.0540003585836435,5.191147070749876,2.5546853956983746,Iris-virginica
+22,5.1089477161730255,3.054000001432889,4.899491302102929,1.6654274751697558,Iris-setosa
+23,6.179366488626619,3.0540000031058354,4.899495509228234,1.6654287099518756,Iris-versicolor

iris/lct_gan/4/16/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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

iris/lct_gan/4/16/train.csv

@@ -0,0 +1,121 @@
+,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
+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
+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/4/16/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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

iris/lct_gan/4/17/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089477161730255,3.054013786368821,1.510022781439775,1.6654275164340686,Iris-setosa
+1,5.1089477161730255,3.0540000022215423,4.899491299471926,1.6654274751483555,Iris-setosa
+2,5.1089477161730255,3.0540000007831813,4.899491307393039,1.6654274752731988,Iris-versicolor
+3,5.1089477161730255,3.0540270416397797,1.510022639689753,1.6654274960710325,Iris-setosa
+4,5.1089477161730255,3.054005596671096,1.5100224550080852,1.6654274794542279,Iris-setosa
+5,6.179520927946587,3.054153409110184,5.304907438809646,0.6580834203711836,Iris-virginica
+6,5.1089477161730255,3.0540000007965244,4.89949131513155,1.6654274754866665,Iris-versicolor
+7,6.179366620454648,3.054000000060586,4.899608627967995,1.6655494852724662,Iris-versicolor
+8,6.181966812186077,3.054054765775135,5.641590227057812,2.895610056555828,Iris-virginica
+9,6.180563561404329,3.054000104121082,5.040591708108202,2.257519263508037,Iris-virginica
+10,5.1089477161730255,3.0540007970415575,1.5100223949271503,1.6654274753907345,Iris-setosa
+11,6.188308039546166,3.054000091665105,5.2223134731933865,2.6488954307318635,Iris-virginica
+12,6.187549406128761,3.0540000001287937,4.978836900717807,1.854898367026962,Iris-virginica
+13,6.187016259070097,3.0540010321213114,5.427013923379158,2.842296760883845,Iris-virginica
+14,5.1089477161730255,3.054000000233842,4.899491297900276,1.665427475142232,Iris-versicolor
+15,5.1089477161730255,3.054000000077152,4.899491300287015,1.665427475178726,Iris-versicolor
+16,5.1089477161730255,3.0540000009208033,4.899491355555931,1.6654274776202076,Iris-versicolor
+17,6.17939895425427,3.054000002628353,4.904912776781755,1.691465282762783,Iris-virginica
+18,5.1089477161730255,3.054000042668014,4.899491343722369,1.665427476154245,Iris-setosa
+19,5.108947716173093,3.0540000000282093,4.899491492289812,1.6654274920379575,Iris-versicolor
+20,6.1818302523425315,3.0540000000027976,4.915528066491774,1.6792027170896144,Iris-virginica
+21,5.1089477161730255,3.0540001221159137,1.5100223938284596,1.6654274753397538,Iris-setosa
+22,5.1089477161730255,3.0540000150603532,4.899491304429412,1.665427475183737,Iris-setosa
+23,5.1089477161730255,3.0540291234534696,1.5100225169833266,1.6654274828441429,Iris-setosa
+24,6.17936673095455,3.054000000820897,4.899890919274413,1.6662755141814132,Iris-virginica
+25,5.1089477161730255,3.0540000030710512,4.899491305875662,1.6654274752090301,Iris-setosa
+26,6.181869251114851,3.054038716447707,5.605067744078417,2.872959945069148,Iris-virginica
+27,5.1089477161730255,3.054004034757815,1.510022453599768,1.6654274789012244,Iris-setosa
+28,6.180537748282301,3.0540000000012797,4.9080176025150175,1.6714279745760443,Iris-virginica
+29,5.1089477161730255,3.0540000032031482,4.8994913011101096,1.6654274751579978,Iris-setosa
+30,5.1089477161730255,3.0540000000197844,4.899491310613685,1.665427475496324,Iris-versicolor
+31,5.1089477161730255,3.0540000372073965,4.899491310878496,1.6654274752646465,Iris-setosa
+0,6.181486231865298,3.054000000725429,4.950473050417898,1.913924839976386,Iris-virginica
+1,6.17943784158696,3.0540001503232284,4.935244921596118,1.8258047923962781,Iris-virginica
+2,6.190819786229999,3.0540012857996013,5.548757084159014,2.938588002317,Iris-virginica
+3,5.1089477161730255,3.0540000027866934,4.8994913026539315,1.6654274751671385,Iris-setosa
+4,5.1089477161730255,3.0540000002166017,4.899491297695213,1.6654274751407707,Iris-versicolor
+5,5.1089477161730255,3.054000000184349,4.899491326317463,1.6654274759447407,Iris-versicolor
+6,6.179368821872306,3.054000334955313,4.908991701110138,1.6964647908590251,Iris-virginica
+7,6.179366505775432,3.054012450727896,4.902798974919765,1.6699382094507205,Iris-setosa
+8,5.1089477161730255,3.054000011737878,4.899491439518374,1.6654274824195927,Iris-setosa
+9,5.1089477161730255,3.0540000004346153,4.89949130105376,1.6654274751724472,Iris-versicolor
+10,6.17944060130279,3.0540001103412617,4.93436956765333,1.8198102701331094,Iris-virginica
+11,5.1089477161730255,3.0540000002253285,4.899491297743565,1.6654274751413531,Iris-versicolor
+12,6.188747366593568,3.0540000626869985,5.197154807834339,2.6016802138896025,Iris-virginica
+13,5.1089477161730255,3.0540000026801515,4.899491300935191,1.6654274751586136,Iris-setosa
+14,5.1089477161730255,3.054002246377423,1.5100224131878048,1.6654274762323111,Iris-setosa
+15,5.1089477161730255,3.0540000004409698,4.899491297794349,1.6654274751417217,Iris-versicolor
+16,6.179366525643054,3.0540035093795406,4.903592975366275,1.6723700970797846,Iris-setosa
+17,5.108947716173043,3.0540006650671345,4.899493687201854,1.6654278437898486,Iris-setosa
+18,5.108947716173308,3.054004361863851,4.8995050275735545,1.6654303494062024,Iris-setosa
+19,6.179606421848849,3.054000000000417,4.9019883112545495,1.6670156195082075,Iris-virginica
+20,5.1089477161730255,3.0540045509498452,1.510022419674849,1.6654274765792412,Iris-setosa
+21,5.1089477161730255,3.0540008978050293,1.5100223986583265,1.6654274755304062,Iris-setosa
+22,6.180532208066007,3.0540000000755114,4.9215084167167396,1.7233754459217292,Iris-virginica
+23,5.1089477161730805,3.054019756904921,1.5100292895237515,1.665429599284052,Iris-setosa
+24,5.1089477161730255,3.05400000921162,4.89949130913357,1.6654274752516824,Iris-setosa
+25,6.2008056067046375,3.0540000078388982,5.17008947425729,2.450359521963831,Iris-virginica
+26,5.1089477161730255,3.054000011435285,4.899491305414738,1.6654274751991844,Iris-setosa
+27,5.1089477161730255,3.054000257570687,1.510022403802463,1.6654274757506744,Iris-setosa
+28,6.179366488812767,3.0540000105754057,4.899514507983462,1.665444295849077,Iris-versicolor
+29,6.179652343908936,3.054000000001159,4.902979656199933,1.6681268822628692,Iris-virginica
+30,5.1089477161730255,3.054000046970187,4.8994913082527765,1.6654274752257645,Iris-setosa
+31,6.179366488928143,3.0540000002769334,4.899501984972541,1.6654319790256773,Iris-versicolor
+0,6.179962137561196,3.0540058334522917,5.215946614618522,2.525813694437315,Iris-virginica
+1,6.1809066012999665,3.054000370143804,5.109363623602201,2.3950448896070284,Iris-virginica
+2,5.1089477161730255,3.0540000004464334,4.89949129770143,1.6654274751408404,Iris-versicolor
+3,5.1089477161730255,3.054000478467001,1.5100224360726315,1.6654274779289062,Iris-setosa
+4,5.1089477161730255,3.054000003370973,4.899491304602147,1.6654274751992608,Iris-setosa
+5,5.1089477161730255,3.0540000764229873,1.5100223915768418,1.665427475270059,Iris-setosa
+6,5.1089477161730255,3.054002061824414,1.510022432907978,1.6654274775893836,Iris-setosa
+7,5.1089477161730255,3.054000502728674,1.5100223937332693,1.6654274753418548,Iris-setosa
+8,6.1798144160637625,3.054000000191502,4.914322872704799,1.720513552211263,Iris-virginica
+9,5.1089477161730255,3.054000032905819,4.899491347249144,1.6654274762899226,Iris-setosa
+10,5.1089477161730255,3.0540000042998625,4.899491306095505,1.665427475210806,Iris-setosa
+11,6.179693141750439,3.0540218027377173,5.242470001673941,2.5219221600368966,Iris-virginica
+12,5.1089477161730255,3.054021258273188,1.5100232070631219,1.6654275829583005,Iris-setosa
+13,6.186138125767648,3.0540000024966134,5.024567990861688,2.187230886702551,Iris-virginica
+14,5.1089477161730255,3.0540002865461706,1.5100224057312053,1.6654274758857588,Iris-setosa
+15,5.1089477161730255,3.05400000018778,4.899491298337667,1.665427475147078,Iris-versicolor
+16,5.1089477161730255,3.0540000000143586,4.899491300483761,1.665427475198184,Iris-versicolor
+17,6.187630776623104,3.0540002799756407,5.304986782221749,2.730751761178193,Iris-virginica
+18,6.190868892696572,3.0540013136052613,5.552297171088774,2.9457562309208054,Iris-virginica
+19,6.179394859912705,3.0540000000639256,4.901677271931289,1.6706133858665697,Iris-virginica
+20,6.179367423490055,3.054000000076892,4.899940668882202,1.6663193473978883,Iris-versicolor
+21,6.186873874299977,3.0540000002975396,4.98497602844159,1.922779154802294,Iris-virginica
+22,5.1089477161730255,3.05400003999491,4.8994913100431265,1.6654274752421192,Iris-setosa
+23,5.108947716173033,3.054000005019106,4.899491682922412,1.665427515978852,Iris-setosa
+24,5.1089477161730255,3.054000003661768,4.899491311483865,1.665427475327526,Iris-setosa
+25,6.192973971660996,3.0540001525103015,5.361790937152932,2.8041827241495234,Iris-virginica
+26,6.182725860773292,3.0540234579814527,5.608986137995766,2.9029761323617684,Iris-virginica
+27,6.179366908142829,3.0540002046420205,4.903727698688419,1.6769803063848496,Iris-virginica
+28,5.1089477161730255,3.054000000264718,4.899491297716735,1.6654274751405795,Iris-versicolor
+29,6.18374295744225,3.0540064933642994,5.510632624671206,2.860064379279306,Iris-virginica
+30,5.1089477161730255,3.05400000003434,4.899491314575596,1.6654274756400667,Iris-versicolor
+31,6.181920505762753,3.054000000048153,4.930189486806106,1.7367760963037246,Iris-virginica
+0,5.1089477161730255,3.054033299686582,1.5100228892183962,0.2615308307425818,Iris-setosa
+1,6.179446788299228,3.0540000057501433,4.9126113690820175,1.737335314813718,Iris-virginica
+2,5.1089477161730255,3.0540000001524485,4.899491297001194,1.6654274751386233,Iris-versicolor
+3,5.108947716173207,3.0540021974561187,4.899502651297809,1.665430174475178,Iris-setosa
+4,6.179366496708599,3.0540033284114934,4.9010661071663675,1.6673738426630003,Iris-setosa
+5,5.1089477161730255,3.054000000125166,4.899491297054399,1.6654274751387226,Iris-versicolor
+6,6.179366706390964,3.0540048155417123,4.9086048597655445,1.6846979019216881,Iris-virginica
+7,5.1089477161730255,3.0540204366413226,1.510022424582886,1.6654274768701829,Iris-setosa
+8,6.197853867167909,3.054000003152297,5.112112177451076,2.3168080667087887,Iris-virginica
+9,6.182362988763044,3.0540064694058606,5.490291245050853,2.8531471399493444,Iris-virginica
+10,6.187230174356861,3.054001573600076,5.509021493153704,2.910276641918136,Iris-virginica
+11,6.179366505451904,3.054130889642688,4.908234990206925,0.266748611942597,Iris-setosa
+12,5.1089477161730255,3.0540212354608673,1.5100225453308105,1.665427486243446,Iris-setosa
+13,5.1089477161730255,3.0540000000807876,4.899491306513123,1.6654274752974776,Iris-versicolor
+14,6.179511779068888,3.0540000248262564,4.930802678558984,1.8261469140588098,Iris-virginica
+15,5.108947716173027,3.0543581009456404,1.5100268578743885,0.2615311447208732,Iris-setosa
+16,5.108947716173166,3.0540000343351017,4.899493322079366,1.6654278352630247,Iris-setosa
+17,6.179664998527061,3.054000000002672,4.903552760785068,1.6695662198427412,Iris-virginica
+18,6.179616306968858,3.0540973091334545,5.311398990609396,0.6668155376202807,Iris-virginica
+19,5.1089477161730255,3.05401161201509,1.5100227063542029,1.6654275082641812,Iris-setosa
+20,5.1089477161730255,3.054000000665888,4.899491298236672,1.6654274751432427,Iris-versicolor
+21,5.1089477161730255,3.0540000074438214,4.899491306729381,1.665427475216378,Iris-setosa
+22,6.179367537314321,3.054000000009645,4.899758699470486,1.6657227835308934,Iris-versicolor
+23,5.1089477161730255,3.054000001264048,4.899491336118498,1.6654274762311625,Iris-versicolor

iris/lct_gan/4/17/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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

iris/lct_gan/4/17/train.csv

@@ -0,0 +1,121 @@
+,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
+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
+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/4/17/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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

iris/lct_gan/4/18/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089477161730255,3.054000024281238,4.8994914563296925,1.665427484706934,Iris-setosa
+1,5.10894771617303,3.05442849520727,1.5100287560839252,0.26153131901444576,Iris-setosa
+2,6.183142043236619,3.0540000002191756,4.956759327403202,1.852198013729954,Iris-virginica
+3,5.1089477161730255,3.0540000001276497,4.899491301464515,1.6654274751890341,Iris-versicolor
+4,5.1089477161730255,3.054000002699061,4.8994913078136015,1.6654274752500762,Iris-setosa
+5,5.1089477161730255,3.054000000780993,4.899491298849176,1.6654274751444673,Iris-versicolor
+6,5.108947716173026,3.056140155197964,1.5100274942044785,0.2615310775687877,Iris-setosa
+7,6.179370505113856,3.0540000000408756,4.900115772892061,1.6667020425819232,Iris-virginica
+8,6.1794558248658245,3.054010099021344,5.052818585444652,2.1458930368244107,Iris-virginica
+9,6.17936649082575,3.0540000003286667,4.899519074880396,1.6654455752689665,Iris-versicolor
+10,5.1089477161730255,3.054000000015611,4.899491300469858,1.6654274751985152,Iris-versicolor
+11,5.1089477161730255,3.054000003660916,4.899491300026452,1.6654274751508473,Iris-setosa
+12,6.179366491397751,3.0540000001564676,4.8995193657591525,1.6654468012087686,Iris-versicolor
+13,5.1089477161730255,3.054000000964966,4.899491308400604,1.665427475307788,Iris-setosa
+14,5.1089477161730255,3.054000026719349,4.8994913077455955,1.665427475221261,Iris-setosa
+15,5.1089477161730255,3.054000002600111,4.8994913252482535,1.6654274756890508,Iris-setosa
+16,5.1089477161730255,3.054000000069494,4.899491301275011,1.6654274751968288,Iris-versicolor
+17,6.1817912924379135,3.054000540117061,5.212088778835062,2.611058275675675,Iris-virginica
+18,5.1089477161730255,3.054000000006257,4.89949131491839,1.6654274757043002,Iris-versicolor
+19,6.188715728632113,3.0540000000079166,4.949249793622896,1.7102990085068082,Iris-virginica
+20,6.184110308127342,3.0540011802683487,5.378492875482594,2.7864095722966944,Iris-virginica
+21,6.179413384607884,3.0540000000000993,4.900206859594643,1.6657761596468856,Iris-virginica
+22,6.179367039298093,3.054000000038983,4.899744283868262,1.6657998603903519,Iris-versicolor
+23,6.182661504223669,3.0540252984892153,5.600369223321014,2.8907231784606564,Iris-virginica
+24,5.1089477161730255,3.054000000066241,4.89949129817512,1.665427475150489,Iris-versicolor
+25,5.1089477161730255,3.0540000192153696,4.89949130709409,1.6654274752129519,Iris-setosa
+26,6.187161093028374,3.054000522803929,5.376597088218017,2.805778447968751,Iris-virginica
+27,6.179366488769428,3.0540001180323624,4.8995416642846825,1.6654651658390975,Iris-setosa
+28,6.179367252904801,3.0542764540313585,4.95910214675775,0.31560919498432993,Iris-setosa
+29,5.108947716173084,3.0540085607406677,1.510027477338829,1.6654290379337067,Iris-setosa
+30,6.179443621403906,3.0540094577970445,5.039850665152579,2.103055437290928,Iris-virginica
+31,5.1089477161730255,3.054000002418666,4.899491301076104,1.6654274751571578,Iris-setosa
+0,5.1089477161730255,3.0540000000146486,4.8994913015491175,1.6654274752270657,Iris-versicolor
+1,5.1089477161730255,3.054000003260673,4.899491300312884,1.6654274751529774,Iris-setosa
+2,6.17976889562208,3.0540000168618744,4.93974199775975,1.8748220109520253,Iris-virginica
+3,5.108947716173028,3.0540000023611236,4.899491498923457,1.665427488171475,Iris-versicolor
+4,5.1089477161730255,3.0540000004056744,4.899491298102912,1.6654274751425422,Iris-versicolor
+5,5.1089477161733345,3.0540000000024183,4.899491484291165,1.6654274909985631,Iris-versicolor
+6,5.1089477161730255,3.054000001462508,4.899491303821466,1.6654274751987732,Iris-setosa
+7,6.204071559025064,3.054000000913648,5.096821536301183,2.148589970862384,Iris-virginica
+8,5.1089477161730255,3.054000001415523,4.899491342047978,1.6654274765472414,Iris-versicolor
+9,5.1089477161730255,3.0540000014767,4.899491309303382,1.6654274752897804,Iris-setosa
+10,5.108947716173039,3.0540000104929073,4.899491865909681,1.6654275330429922,Iris-setosa
+11,6.179366489296227,3.0540426590046783,4.900467949225054,0.26184664326308804,Iris-setosa
+12,6.179366534116987,3.0540000000003538,4.8995174499190455,1.6654386896447702,Iris-versicolor
+13,6.196332744935858,3.054000000032291,4.992058528573911,1.7794981588134275,Iris-virginica
+14,6.179989222859737,3.054140005213263,5.517895848685127,0.7616583929938314,Iris-virginica
+15,5.1089477161730255,3.054000000130121,4.8994913089888525,1.6654274753747493,Iris-versicolor
+16,6.1793664968522855,3.054000000047531,4.8995228393241135,1.6654472075968962,Iris-versicolor
+17,5.1089477161730255,3.054000007315735,4.899491307734347,1.6654274752335005,Iris-setosa
+18,5.1089477161730255,3.0540000001014955,4.899491309590643,1.6654274753993188,Iris-versicolor
+19,6.179367279944043,3.054422479923805,4.965755568373251,0.3195434292668409,Iris-setosa
+20,5.1089477161730255,3.054000011483786,4.899491310815014,1.6654274752760534,Iris-setosa
+21,5.1089477161730255,3.0540019424468805,1.51002243548191,1.665427477675518,Iris-setosa
+22,5.1089477161730255,3.054000034972052,4.899491403303937,1.6654274793840678,Iris-setosa
+23,6.179423058008936,3.0540004165438237,4.953768916224058,1.8999434114816316,Iris-virginica
+24,5.108947716173254,3.0540000000049923,4.8994915012518865,1.665427493552034,Iris-versicolor
+25,6.190257462250072,3.0540006403731614,5.463407235683871,2.879339081771244,Iris-virginica
+26,6.179367390533732,3.0540022584063626,4.9128676530557085,1.700293587728938,Iris-virginica
+27,5.108947716173028,3.059361572452717,1.5100354404843033,0.2615316955998442,Iris-setosa
+28,6.179366493883907,3.054000018448286,4.899663426395333,1.6656721649418877,Iris-versicolor
+29,5.1089477161730255,3.0540968809976095,1.5100229016624889,0.2615308281266944,Iris-setosa
+30,6.192895410796107,3.054000000092287,4.99439799609453,1.8343895077827592,Iris-virginica
+31,6.181735174446917,3.0540000739743,5.067995777021534,2.3391039847214614,Iris-virginica
+0,6.179366488623905,3.0540832302622625,1.5100688756830494,0.26154139942519145,Iris-setosa
+1,6.1806631705246176,3.054000000748491,4.935347246332264,1.8282369165675942,Iris-virginica
+2,6.180682258139711,3.054026221591099,5.43294621918654,2.745242946382407,Iris-virginica
+3,5.108947716173027,3.054002955987195,1.5100230351184663,1.66542759548371,Iris-setosa
+4,5.1089477161730255,3.0540000005265187,4.899491303603474,1.6654274752155729,Iris-versicolor
+5,6.182292167974138,3.0540309615699472,5.621908308256082,2.8959648242565437,Iris-virginica
+6,5.108947716173026,3.054005445794166,1.5100231882776571,1.6654275936314298,Iris-setosa
+7,6.180161428046898,3.054000000326096,4.921232826867496,1.7472821938312335,Iris-virginica
+8,6.179367023665873,3.0540161202893095,4.9205866561329366,1.710502911190592,Iris-virginica
+9,6.179399686259041,3.054215153405259,5.125691957517247,0.5055663484159925,Iris-virginica
+10,6.180267521101762,3.0540000090165984,4.954449788757924,1.9753602853203063,Iris-virginica
+11,5.1089477161730255,3.054000002384422,4.89949132457434,1.6654274756833356,Iris-setosa
+12,6.179493914304927,3.0541120898631817,5.22514947488864,0.6060250170796924,Iris-virginica
+13,5.1089477161730255,3.054000000747488,4.899491299753369,1.6654274751533271,Iris-versicolor
+14,5.1089477161730255,3.0540000000122154,4.899491299492341,1.66542747517417,Iris-versicolor
+15,5.1089477161730255,3.054000001986408,4.899491320576606,1.6654274755978646,Iris-setosa
+16,5.1089477161730255,3.054000000066599,4.899491300450597,1.66542747518034,Iris-versicolor
+17,5.1089477161730255,3.0540000050505083,4.899491306640969,1.66542747521998,Iris-setosa
+18,6.183183731375098,3.054000041373168,5.093049835145584,2.425045259563964,Iris-virginica
+19,5.1089477161730255,3.0540024270139368,1.510022399285362,1.6654274755847853,Iris-setosa
+20,6.179367198120246,3.054000020607731,4.901330337382311,1.6708180104120534,Iris-virginica
+21,6.181917170112102,3.0540000000009315,4.913924672020034,1.6744766086064253,Iris-virginica
+22,6.183840220469656,3.0540082658108516,5.5637275251139755,2.8991641022592,Iris-virginica
+23,5.1089477161730255,3.0540000008246064,4.899491309159852,1.6654274753021172,Iris-versicolor
+24,5.1089477161730255,3.0540000000021967,4.899491301378893,1.6654274752339577,Iris-versicolor
+25,6.193580627131779,3.054000001879689,5.067093758489434,2.1948078081151996,Iris-virginica
+26,5.1089477161730255,3.054000032280073,4.899491308634034,1.6654274752318428,Iris-setosa
+27,6.179440197483917,3.05400000017532,4.9046847754701925,1.6820840235779948,Iris-virginica
+28,6.17952377795793,3.054000000471846,4.90904499120488,1.7038980153006376,Iris-virginica
+29,6.179366506542119,3.054000012100828,4.899759386272045,1.6658317297942222,Iris-versicolor
+30,6.18582572704247,3.05400016358004,5.2185957390654085,2.6331956549144997,Iris-virginica
+31,5.10894771617304,3.0540000000116114,4.899491386808756,1.6654274804879494,Iris-versicolor
+0,5.108947716173057,3.0540000009513966,4.899491730502867,1.6654275229664477,Iris-versicolor
+1,5.10894771617308,3.0540477858842547,1.5100325011578886,0.26153213189944746,Iris-setosa
+2,6.180083508411958,3.054000362464666,5.0496318293369775,2.2277449300643593,Iris-virginica
+3,5.1089477161730255,3.054000004856832,4.899491304074595,1.6654274751847349,Iris-setosa
+4,5.108947716173026,3.0553875037527485,1.5100280402550335,0.26153115435982044,Iris-setosa
+5,5.108947716173026,3.0540034066895108,1.5100229172320578,1.6654275551766051,Iris-setosa
+6,6.203072426903744,3.054000053493386,5.339255907294701,2.760227966555539,Iris-virginica
+7,6.1873673463231516,3.054000632100649,5.4047712034559305,2.8232605190830298,Iris-virginica
+8,5.1089477161730255,3.054000000836513,4.899491329058962,1.6654274760462853,Iris-versicolor
+9,5.1089477161730255,3.054000006878136,4.899491397163003,1.6654274792449686,Iris-setosa
+10,6.1793665277997905,3.0540000000851504,4.899573410047672,1.6655011281025827,Iris-versicolor
+11,5.1089477161730255,3.0540000193986483,4.899491310699182,1.665427475267482,Iris-setosa
+12,6.179405511289103,3.0540000493591504,4.916548140241826,1.7428726482124273,Iris-virginica
+13,6.184249018069458,3.0540004826162277,5.2787955018758135,2.6963021260800435,Iris-virginica
+14,5.1089477161730255,3.0540000029377095,4.8994913005616185,1.665427475153797,Iris-setosa
+15,6.18765566589644,3.0540000085135897,5.078425283441112,2.3671918665260403,Iris-virginica
+16,5.1089477161730255,3.054000589669448,1.5100226203638463,1.665427507182366,Iris-setosa
+17,6.190198575763153,3.0540000008802504,5.018057691304256,2.0293041341201503,Iris-virginica
+18,6.180435434719367,3.0541265232859427,5.61120044953831,0.7985661868238447,Iris-virginica
+19,5.1089477161730255,3.0540000073844285,4.899491304599039,1.6654274751882676,Iris-setosa
+20,5.108947716173028,3.054003283603993,1.5100236720683402,1.6654277425823028,Iris-setosa
+21,6.182437573967395,3.054050503842533,5.63360906022732,2.8943234755152405,Iris-virginica
+22,6.179452116992647,3.054000006940496,4.914546779588629,1.7503780131468896,Iris-virginica
+23,5.1089477161730255,3.054000867086023,1.5100224135583944,1.6654274763317223,Iris-setosa

iris/lct_gan/4/18/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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

iris/lct_gan/4/18/train.csv

@@ -0,0 +1,121 @@
+,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
+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
+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/4/18/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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

iris/lct_gan/4/19/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089477161730255,3.0540000005372363,4.899491298650725,1.6654274751444271,Iris-versicolor
+1,6.195325818358631,3.054000030037132,5.213007381441003,2.5897484093255714,Iris-virginica
+2,5.1089477161730255,3.0540000089344765,4.89949131584461,1.6654274753832088,Iris-setosa
+3,6.179460504486038,3.054000000002382,4.901516812652926,1.667553210205622,Iris-virginica
+4,5.1089477161730255,3.0540001233634624,4.899491362378835,1.6654274766903083,Iris-setosa
+5,5.1089477161730255,3.0540005854550745,1.51002249561274,1.6654274849069222,Iris-setosa
+6,6.189671003343974,3.054000001774174,5.042942857020199,2.1707305344493166,Iris-virginica
+7,6.179371651078929,3.0540001993414303,4.911690782578102,1.7080529990419338,Iris-virginica
+8,6.179366556510735,3.054000000018042,4.899562370132761,1.6654870676984925,Iris-versicolor
+9,5.1089477161730255,3.05400085719338,1.5100223968327267,1.6654274754623626,Iris-setosa
+10,6.179407996044259,3.0540000000016785,4.900715890743614,1.6666078366733286,Iris-virginica
+11,6.181193370348216,3.054000012221908,4.992742690407491,2.144395818986826,Iris-virginica
+12,5.1089477161730255,3.0540000279601176,4.899491307747206,1.6654274752208809,Iris-setosa
+13,6.21639130870925,3.0540000000241836,5.040374939505025,1.7977159970492094,Iris-virginica
+14,5.1089477161730255,3.0540000000170604,4.8994913124079424,1.6654274755671268,Iris-versicolor
+15,6.179380629106018,3.05400000064968,4.901846012303086,1.673718201944427,Iris-virginica
+16,5.1089477161730255,3.0540000005492542,4.899491298443946,1.665427475144354,Iris-versicolor
+17,5.1089477161730255,3.0541313519136883,1.5100225938700134,0.2615308138293741,Iris-setosa
+18,6.179766875460157,3.0540182327730716,5.2476870061154735,2.5295302462990636,Iris-virginica
+19,6.179366524405891,3.0540002468710736,4.900433305856154,1.6669359924530853,Iris-virginica
+20,6.1809561302567255,3.05401955634359,5.457617367804771,2.789429587161585,Iris-virginica
+21,5.1089477161730255,3.054000001225498,4.899491302320209,1.6654274751790072,Iris-setosa
+22,5.1089477161730255,3.0540000000136254,4.899491301021527,1.6654274752075586,Iris-versicolor
+23,5.1089477161730255,3.0540000316999483,4.899491304311833,1.6654274751820535,Iris-setosa
+24,5.1089477161730255,3.0540000010869703,4.899491298412164,1.6654274751436426,Iris-setosa
+25,5.1089477161730255,3.054000055670602,4.899491314064323,1.6654274753139768,Iris-setosa
+26,5.1089477161730255,3.0540000014120445,4.89949130078668,1.6654274751559965,Iris-setosa
+27,6.179368027206233,3.0540001515952935,4.906602896438849,1.6895042594029894,Iris-virginica
+28,6.182131643490275,3.05400004927553,5.067004947397168,2.361288032930921,Iris-virginica
+29,5.1089477161730255,3.054000025686977,4.899491352586025,1.665427476557149,Iris-setosa
+30,5.1089477161730255,3.0540000030391075,4.899491303274707,1.665427475184253,Iris-setosa
+31,6.179366504280292,3.0540003888893144,4.9004547702369345,1.6669897657459491,Iris-virginica
+0,5.108947716173026,3.0540000000067833,4.89949131902674,1.6654274758783807,Iris-versicolor
+1,6.180475638303325,3.0540000002384313,4.9254896934774255,1.7584924172835716,Iris-virginica
+2,5.108947716173026,3.0711180668381934,1.5100361362772599,0.26153166682805223,Iris-setosa
+3,5.1089477161730255,3.0540000078069225,4.899491301002747,1.6654274751571716,Iris-setosa
+4,5.1089477161730255,3.0540000041464785,4.899491302334303,1.6654274751678442,Iris-setosa
+5,6.179372197085116,3.0540170714325816,4.956857487360624,1.8280114412304376,Iris-virginica
+6,6.179366520923435,3.054000000507787,4.899616204989677,1.665591154025379,Iris-versicolor
+7,5.1089477161730255,3.0540000004354515,4.899491298963751,1.6654274751485063,Iris-versicolor
+8,5.1089477161730255,3.0540000020939475,4.8994913030332325,1.6654274751733384,Iris-setosa
+9,6.181927648531035,3.0540002182878236,5.147612901383323,2.510965340220697,Iris-virginica
+10,5.1089477161730255,3.0540000425485467,4.899491313037735,1.6654274752971525,Iris-setosa
+11,6.179683365782444,3.0540000905363662,4.968075894170632,1.9861633689860339,Iris-virginica
+12,5.1089477161730255,3.0540005436912634,1.5100224001723759,1.6654274756010912,Iris-setosa
+13,5.1089477161730255,3.0540000011022674,4.899491299317909,1.6654274751482612,Iris-setosa
+14,6.180022930003481,3.0540271278297886,5.38175030776016,2.690002754687938,Iris-virginica
+15,6.179367264308504,3.0540000152314892,4.900920368930784,1.6693317632409792,Iris-virginica
+16,6.187849224964637,3.0540000103153844,5.083822236339978,2.3717053928561267,Iris-virginica
+17,6.2025527904677125,3.0540000121448285,5.21387460593583,2.5408532661477117,Iris-virginica
+18,5.1089477161730255,3.054000000966587,4.899491306215221,1.665427475239886,Iris-versicolor
+19,6.179366509483171,3.0540000002166585,4.899557800188506,1.6654932175485195,Iris-versicolor
+20,5.1089477161730255,3.0540000007042156,4.89949129827971,1.6654274751427331,Iris-versicolor
+21,6.179373377722906,3.0540000003791308,4.9008621872924865,1.6694458267696624,Iris-virginica
+22,5.1089477161730255,3.05400000159373,4.899491300063972,1.6654274751505473,Iris-setosa
+23,5.1089477161730255,3.0540000002251877,4.899491297467754,1.6654274751399862,Iris-versicolor
+24,5.1089477161730255,3.0540000004400287,4.899491297763313,1.665427475141248,Iris-versicolor
+25,6.18850046081901,3.0540009513046176,5.471045164714594,2.88665713134342,Iris-virginica
+26,6.183861109332616,3.0540119423794674,5.600487988302307,2.913983327520992,Iris-virginica
+27,6.179525659403113,3.054107540379001,5.264285988113415,0.6365399826299996,Iris-virginica
+28,5.1089477161730255,3.0540062442980958,1.5100224148913046,1.6654274763531558,Iris-setosa
+29,5.1089477161730255,3.0540001584374665,1.5100224073442152,1.6654274759991987,Iris-setosa
+30,6.179387376855943,3.0540000001442826,4.901931785209596,1.6723906036616978,Iris-virginica
+31,5.108947716173056,3.0540000004080046,4.899491610661477,1.6654275053100975,Iris-versicolor
+0,6.17936650983882,3.0540280319020154,4.904325463250435,1.6717727699816851,Iris-setosa
+1,5.1089477161730255,3.0540007953445865,1.5100224932170592,1.6654274839931387,Iris-setosa
+2,6.1793664886577835,3.056718635246192,1.5108487609314987,0.26180943313229277,Iris-setosa
+3,5.1089477161730255,3.0540026110864487,1.5100224183644373,1.6654274766905752,Iris-setosa
+4,5.108947716173086,3.055127112739355,1.5100522045077216,0.2615341508912633,Iris-setosa
+5,5.1089477161730255,3.0540000001530623,4.899491303426939,1.665427475226674,Iris-versicolor
+6,5.1089477161730255,3.054000000482479,4.899491298918672,1.6654274751465832,Iris-versicolor
+7,6.179366488657704,3.05495574289027,1.5104460109231979,0.2616711281307344,Iris-setosa
+8,5.108947716173032,3.0540000004888115,4.899491480971707,1.6654274888704323,Iris-versicolor
+9,5.1089477161730255,3.0540000187810983,4.899491304567092,1.6654274751866511,Iris-setosa
+10,6.18031218139944,3.0540384662259514,5.448464659975152,2.740197581715815,Iris-virginica
+11,6.179367338705418,3.054009303179507,4.920081504743464,1.7145451605259618,Iris-virginica
+12,5.1089477161730255,3.0540000012858894,4.899491328191341,1.665427475911967,Iris-versicolor
+13,6.179408709870644,3.0540000264477825,4.914149441876032,1.7364084280779886,Iris-virginica
+14,6.179371671215406,3.0540000035098336,4.9021726877205705,1.6770921027783978,Iris-virginica
+15,6.181925799439292,3.0540636656112774,5.644646949518636,2.8891414448921333,Iris-virginica
+16,6.179366786166161,3.054033293904107,4.922684200662359,1.7129322621079204,Iris-setosa
+17,6.17936648882497,3.054141241587578,1.5105369143817906,0.2617962085678233,Iris-setosa
+18,6.181754034171781,3.0540014641361153,5.295215010676456,2.6796712677567993,Iris-virginica
+19,5.1089477161730255,3.054000002925046,4.899491337519964,1.665427476167503,Iris-setosa
+20,5.1089477161730255,3.0540000024672684,4.899491303233461,1.6654274751825615,Iris-setosa
+21,6.179366651141481,3.054000017200054,4.900277157676808,1.6672036431717965,Iris-virginica
+22,5.1089477161730255,3.0540260535644452,1.5100231861361437,1.6654275748263268,Iris-setosa
+23,5.1089477161730255,3.0540000433011847,4.899491359176802,1.665427476640556,Iris-setosa
+24,5.108947716173026,3.1074094554186287,1.5100427115720294,0.2615319384845157,Iris-setosa
+25,5.1089477161730255,3.0615807062875477,1.5100278861600902,0.26153107925512664,Iris-setosa
+26,6.182228060142952,3.0540000001289167,4.944102167766292,1.8113323478637176,Iris-virginica
+27,6.179367414177037,3.0540000000002583,4.899584746352779,1.6654797666867938,Iris-versicolor
+28,6.180181326306322,3.05400111583052,5.131096864768272,2.4161191663995503,Iris-virginica
+29,6.179366488639025,3.0540000000007934,4.899491910951473,1.6654275606529076,Iris-versicolor
+30,5.108947716173256,3.0540000000763867,4.899491736125803,1.665427527816189,Iris-versicolor
+31,5.1089477161730255,3.0540000281584576,4.89949131167288,1.6654274752610099,Iris-setosa
+0,6.17936693033246,3.0540000038704758,4.900417816326496,1.6679520909971586,Iris-virginica
+1,5.108947716173036,3.054000000271338,4.8994914840742405,1.6654274885791969,Iris-versicolor
+2,5.1089477161730255,3.0540000145536834,4.899491303942782,1.6654274751787979,Iris-setosa
+3,6.180382525405383,3.0540000012659854,4.936181971795509,1.8574693105049478,Iris-virginica
+4,5.1089477161730255,3.0540000017140643,4.899491381827326,1.6654274788445937,Iris-versicolor
+5,6.186728163988294,3.054000000002113,4.933125768368671,1.687255439163632,Iris-virginica
+6,5.1089477161730255,3.054000004704907,4.899491302931894,1.6654274751746039,Iris-setosa
+7,5.1089477161730255,3.0540000045244837,4.899491303851636,1.665427475186846,Iris-setosa
+8,6.17981852954778,3.0540003217435787,5.015952289350707,2.1387498653860475,Iris-virginica
+9,6.179551583594395,3.0540002113395284,4.960268653752561,1.9286960129032,Iris-virginica
+10,5.1089477161730255,3.054000530630876,1.5100224161353426,1.6654274765090902,Iris-setosa
+11,6.180879454562568,3.054002840756088,5.27796882456605,2.6483512726223495,Iris-virginica
+12,5.1089477161730255,3.0540000018509783,4.899491302491686,1.665427475173466,Iris-setosa
+13,5.108947716173097,3.054000003145126,4.899492242373032,1.6654276144836557,Iris-versicolor
+14,5.108947716173276,3.0540000002675125,4.89949200900708,1.6654275861725996,Iris-versicolor
+15,6.182715008840965,3.054000171478484,5.154100100801702,2.5361068125838706,Iris-virginica
+16,6.179366488625239,3.0540588862241846,1.510062669031247,0.2615404214323889,Iris-setosa
+17,6.1793665478613695,3.054000001513193,4.899716213138498,1.6657388048078026,Iris-versicolor
+18,6.1809619693011655,3.0540013100847587,5.2269980863413545,2.5902135329590874,Iris-virginica
+19,5.1089477161730255,3.054000003859889,4.8994913622170335,1.665427477394009,Iris-setosa
+20,6.181273806100452,3.054047425603665,5.600711260463854,2.8719465915367333,Iris-virginica
+21,6.182200158186917,3.054021127029239,5.563121093309748,2.86899412661368,Iris-virginica
+22,6.179702683771467,3.0540108792058485,5.16091375383652,2.387469951886644,Iris-virginica
+23,6.184521253037,3.0540047041701084,5.501797240462625,2.861660103098534,Iris-virginica

iris/lct_gan/4/19/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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

iris/lct_gan/4/19/train.csv

@@ -0,0 +1,121 @@
+,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
+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
+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/4/19/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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

iris/lct_gan/4/2/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089477161730255,3.0540010224732406,1.5100224182725113,1.665427476662879,Iris-setosa
+1,5.1089477161730255,3.054000001452495,4.899491299740086,1.665427475151357,Iris-setosa
+2,6.179366488623511,3.0540472727564016,1.5100533352163856,0.26153722927619677,Iris-setosa
+3,5.1089477161730255,3.0540000076563465,4.899491302410572,1.6654274751660136,Iris-setosa
+4,6.17940142395745,3.0540000035488433,4.90614779118171,1.6989705465550409,Iris-virginica
+5,6.179367810043122,3.054000000480776,4.900248064366061,1.6673239045153108,Iris-virginica
+6,5.10894771617303,3.054000000943885,4.8994914857998095,1.6654274879366977,Iris-versicolor
+7,6.179366488622605,3.0583015157479907,1.51011800483207,0.2615448016980417,Iris-setosa
+8,5.108947716173026,3.0546009584378253,1.510025718646281,0.2615310058166265,Iris-setosa
+9,5.1089477161730255,3.0540001083979376,1.5100223949303924,1.665427475370114,Iris-setosa
+10,5.108947716173027,3.054137460722951,1.5100253488726691,0.26153102396953554,Iris-setosa
+11,6.180631926730471,3.0540423189706125,5.484865226248815,2.7726728165819945,Iris-virginica
+12,6.185814469700831,3.0540000187939276,5.10117124120683,2.4456034109508096,Iris-virginica
+13,6.198481145179457,3.054000000564773,5.062713174188376,2.0714849488057,Iris-virginica
+14,5.108947716173703,3.054000005848855,4.899493798943023,1.6654280786449418,Iris-versicolor
+15,5.1089477161730255,3.054000000541974,4.899491303114568,1.6654274751967717,Iris-versicolor
+16,5.1089477161730255,3.05400035157423,1.5100223968137398,1.665427475443446,Iris-setosa
+17,6.1833732530824586,3.0540003261188304,5.224343108691936,2.6177564736177317,Iris-virginica
+18,5.108947716173026,3.0540000090265274,4.899491482247146,1.6654274858426286,Iris-setosa
+19,5.1089477161730255,3.054000069831761,4.899491315342506,1.6654274753193603,Iris-setosa
+20,6.182301805770065,3.0540018838030236,5.334630876746869,2.736521904355193,Iris-virginica
+21,5.1089477161730255,3.054000001413451,4.899491300959041,1.6654274751607299,Iris-setosa
+22,6.1801277251297995,3.0540000000024285,4.907241426274003,1.673042069571615,Iris-virginica
+23,5.1089477161730255,3.0540000047332057,4.899491320248413,1.6654274755082912,Iris-setosa
+24,6.179864838280507,3.0540253123165315,5.3103724789619,2.592162876025615,Iris-virginica
+25,5.1089477161730255,3.054000431493676,1.5100224260505317,1.6654274771412714,Iris-setosa
+26,5.10894771617303,3.0540000000003866,4.899491316870606,1.6654274758741328,Iris-versicolor
+27,6.181456901216171,3.0540003830171756,5.187173346559017,2.5685589217744447,Iris-virginica
+28,5.1089477161730255,3.054004342646711,1.5100224061098841,1.6654274758827656,Iris-setosa
+29,5.1089477161730255,3.0540020863950206,1.5100225710418613,1.6654274971297895,Iris-setosa
+30,5.1089477161730255,3.054008523958749,1.5100224368962911,1.6654274776267861,Iris-setosa
+31,6.193538704392727,3.0540000197406187,5.176322934844531,2.5329391692525847,Iris-virginica
+0,5.1089477161730255,3.0890784071853865,1.510031086359753,0.26153117852798163,Iris-setosa
+1,5.1089477161730255,3.0540000001471173,4.899491302722276,1.6654274752173233,Iris-versicolor
+2,5.1089477161730255,3.054000001983894,4.899491304135751,1.6654274751977063,Iris-setosa
+3,6.187317289602249,3.0540000000566123,4.965468129853604,1.7945670682883625,Iris-virginica
+4,5.1089477161730255,3.054014312820893,1.510022934636524,1.6654275405391978,Iris-setosa
+5,6.1793667687366565,3.0540000004794647,4.899824717525322,1.6659261750234207,Iris-versicolor
+6,6.179367677407376,3.054002210007415,4.914805336681038,1.7066555335189617,Iris-virginica
+7,6.1865734886579595,3.0540000011519277,5.005181746335732,2.065409290918806,Iris-virginica
+8,5.1089477161730255,3.0540000028897216,4.899491300332276,1.665427475151822,Iris-setosa
+9,5.1089477161730255,3.054000000671386,4.899491298141351,1.6654274751429081,Iris-versicolor
+10,5.1089477161730255,3.054000049025222,4.899491309232727,1.6654274752348386,Iris-setosa
+11,6.190573947835762,3.0540000017807682,5.046253968667997,2.1721024142572634,Iris-virginica
+12,6.180632223554228,3.054000000038093,4.919818185670576,1.7108723608241838,Iris-virginica
+13,5.1089477161730255,3.0540000005917936,4.899491298546427,1.6654274751458171,Iris-versicolor
+14,6.179366488622942,3.0540080689001208,4.899514510375823,1.6654332606735056,Iris-setosa
+15,5.1089477161730255,3.0540000004362415,4.899491298062773,1.665427475142537,Iris-versicolor
+16,5.1089477161730255,3.054000002017982,4.899491299034876,1.6654274751460916,Iris-setosa
+17,6.179371319975299,3.054013351408146,4.945723876946275,1.794598794313982,Iris-virginica
+18,5.1089477161730255,3.054000001252905,4.899491300198235,1.6654274751537255,Iris-setosa
+19,6.179368909451784,3.054000004164296,4.901320474954915,1.6717562854337171,Iris-virginica
+20,6.179366488911686,3.0540000000007126,4.899493452336525,1.665427959444944,Iris-versicolor
+21,5.10894771617307,3.05400001266017,4.899492280161404,1.6654276037258562,Iris-setosa
+22,6.179366488644202,3.0540000244535284,4.899504902695964,1.6654348288794953,Iris-versicolor
+23,6.179371179747098,3.054000000152485,4.900483147091224,1.667912127999364,Iris-virginica
+24,6.179366488624041,3.0540000028574936,4.899493497893487,1.6654279965629344,Iris-versicolor
+25,5.1089477161730255,3.0540000015704374,4.8994913265897635,1.6654274757968623,Iris-setosa
+26,5.1089477161730255,3.054000000100166,4.899491296811171,1.6654274751380058,Iris-versicolor
+27,5.1089477161730255,3.054000000015799,4.899491316310953,1.6654274757095584,Iris-versicolor
+28,5.1089477161730255,3.0540000033726264,4.899491313748476,1.6654274753749663,Iris-setosa
+29,5.108947716173067,3.0540051122323693,1.5100268261487237,1.6654289910870537,Iris-setosa
+30,5.1089477161730255,3.054000000299099,4.899491297807928,1.665427475141802,Iris-versicolor
+31,6.182962399851776,3.0540000000002507,4.913935340357129,1.6698993023285986,Iris-virginica
+0,5.1089477161730255,3.054000000076045,4.899491313660219,1.6654274754962524,Iris-versicolor
+1,6.179367936840083,3.054188177589479,4.9746705148636865,0.3371655304049005,Iris-setosa
+2,6.179366591501963,3.0540218434037048,4.9098403482530175,1.6841185316431593,Iris-setosa
+3,5.1089477161730255,3.054000014586309,4.8994914071871705,1.6654274795466926,Iris-setosa
+4,6.1793664886250195,3.054000000033344,4.8994919724290105,1.6654275765174185,Iris-versicolor
+5,5.1089477161730255,3.054000317932125,1.5100223914294295,1.665427475269975,Iris-setosa
+6,5.1089477161730255,3.054000000633315,4.89949129912662,1.6654274751488176,Iris-versicolor
+7,5.1089477161730255,3.0540001513927524,4.899491404817447,1.6654274785343222,Iris-setosa
+8,5.1089477161730255,3.054000000290469,4.899491334671533,1.6654274763625379,Iris-versicolor
+9,6.1793665624938,3.054000000000135,4.899513549787073,1.6654355098560905,Iris-versicolor
+10,6.193665116802843,3.054000027742423,5.196403846952203,2.576732986761032,Iris-virginica
+11,5.1089477161730255,3.0540000036923747,4.899491300923926,1.6654274751577638,Iris-setosa
+12,6.181013249570379,3.0540082311442998,5.386112894714116,2.75143384112912,Iris-virginica
+13,6.191701902513359,3.054000177294737,5.321240650393469,2.7573981773382954,Iris-virginica
+14,5.1089477161730255,3.0553679622442416,1.5100229453294376,0.26153082395437205,Iris-setosa
+15,6.179428389425709,3.054000036107657,4.9194886553707535,1.7632906556559926,Iris-virginica
+16,5.1089477161730255,3.054000004672676,4.899491304323965,1.6654274751930553,Iris-setosa
+17,6.1797092978605574,3.0540000011975503,4.918267165167327,1.7641954868658904,Iris-virginica
+18,5.1089477161730255,3.0540001019077727,1.5100223917813682,1.6654274752736336,Iris-setosa
+19,5.1089477161730255,3.054000028515714,4.899491309847832,1.6654274752390583,Iris-setosa
+20,6.181970757345054,3.0540197352308582,5.547163962495458,2.8593524425661867,Iris-virginica
+21,5.1089477161730255,3.054003069937369,1.5100224520778636,1.6654274794434407,Iris-setosa
+22,5.1089477161730255,3.0540000060127226,4.899491306756023,1.6654274752156486,Iris-setosa
+23,5.1089477161730255,3.0540000068684083,4.899491302385069,1.6654274751658458,Iris-setosa
+24,5.1089477161730255,3.0540000002083416,4.8994912971900755,1.665427475139052,Iris-versicolor
+25,6.182244100477861,3.0540008780837113,5.2452810647242165,2.6262326862576066,Iris-virginica
+26,5.108947716173026,3.054002597701897,1.5100228253373236,1.6654275431499266,Iris-setosa
+27,6.179387587791935,3.0540086376964823,4.97201218538034,1.8955944011033996,Iris-virginica
+28,5.1089477161730255,3.054000005376576,4.899491301519951,1.6654274751625335,Iris-setosa
+29,5.1089477161730255,3.0540000495684096,4.899491348174429,1.66542747631627,Iris-setosa
+30,5.1089477161730255,3.0540000004458663,4.899491319199444,1.6654274756171235,Iris-versicolor
+31,5.1089477161730255,3.054000000640951,4.899491300326746,1.6654274751575215,Iris-versicolor
+0,5.1089477161730255,3.054000000473209,4.899491315424694,1.665427475490814,Iris-versicolor
+1,5.1089477161730255,3.0540000001987977,4.899491307461238,1.6654274753261802,Iris-versicolor
+2,5.1089477161730255,3.0540000024305,4.899491302465929,1.6654274751733393,Iris-setosa
+3,5.1089477161730255,3.054000404470421,1.5100224193447276,1.6654274767102892,Iris-setosa
+4,6.183008086657685,3.0540004022485387,5.249127194102612,2.6703667069893564,Iris-virginica
+5,6.179366502620049,3.056856391953891,1.5208009765855435,0.27141856653714785,Iris-setosa
+6,5.1089477161730255,3.0540000005461536,4.89949129872108,1.6654274751455638,Iris-versicolor
+7,6.186885109331904,3.0540000087444725,5.067507935102798,2.340797692498053,Iris-virginica
+8,6.192295545844155,3.054000150820049,5.335557783896574,2.7736794882036246,Iris-virginica
+9,5.1089477161730255,3.057157652885466,1.510025955395109,0.26153096883465726,Iris-setosa
+10,6.179384057273078,3.0541222303939874,5.065681785940142,0.4566270926663061,Iris-virginica
+11,6.179369122255827,3.0540000050767686,4.901598591968125,1.673221736462535,Iris-virginica
+12,6.188286500215642,3.0540000000190575,4.954353023313499,1.7314649560255568,Iris-virginica
+13,5.1089477161730255,3.0540000049858724,4.899491301864189,1.6654274751614866,Iris-setosa
+14,6.179366842832512,3.0540054858635117,4.910763181298609,1.690029839973438,Iris-virginica
+15,6.179366490011357,3.057847865220434,1.514446279565037,0.264324592530213,Iris-setosa
+16,6.179379228816143,3.054000000028157,4.900560158856491,1.6673445208038893,Iris-virginica
+17,6.2104760026993,3.0540000005984678,5.1103809302132355,2.120917672587146,Iris-virginica
+18,6.1793664886235105,3.0540000000004994,4.899491491138049,1.6654274923970689,Iris-versicolor
+19,5.108947716173026,3.0540100404608124,1.5100231587446167,1.6654275839593222,Iris-setosa
+20,6.183126581211296,3.054000001440175,4.979013634916486,2.0224597432784686,Iris-virginica
+21,5.1089477161730255,3.0540000000406033,4.899491297571529,1.6654274751470473,Iris-versicolor
+22,6.179366903223644,3.0540004029868735,4.903924448135153,1.6765523973728598,Iris-virginica
+23,5.1089477161730255,3.0540000012794724,4.89949133312962,1.6654274761826608,Iris-versicolor

iris/lct_gan/4/2/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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