a

iris/lct_gan/8_4/0/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947716173377,3.0540000003186765,4.899491628164063,1.6654275190039092,Iris-versicolor
+1,6.18083993918096,3.0540000000000003,4.904750218698798,1.665647440159093,Iris-virginica
+2,5.1089477161730255,3.054003755120586,1.5100224742704345,1.6654274823066402,Iris-setosa
+3,5.108947716175024,3.054000000268095,4.899491970052346,1.6654275860587184,Iris-versicolor
+4,6.179379914707729,3.0540000000000362,4.899779123829101,1.665641126405422,Iris-virginica
+5,5.1089477161730255,3.0563874865084886,1.510022587157061,0.26153081182739357,Iris-setosa
+6,5.108947716173026,3.054124596070924,1.510023385317793,0.26153085854894875,Iris-setosa
+7,5.1089477161730255,3.0579692927968254,1.5100227577525245,0.26153081511219434,Iris-setosa
+8,5.1089477161730255,3.1013704326008016,1.5100226690003953,0.2615308126704704,Iris-setosa
+9,6.179366488637645,3.0540000011793462,4.899493262131214,1.6654280491183318,Iris-versicolor
+10,6.179366581739133,3.05400000000982,4.899544631026319,1.665492836098649,Iris-versicolor
+11,6.179397787052145,3.0540000000000007,4.899684331571223,1.6654615314712669,Iris-virginica
+12,5.1089477161730255,3.08376786933033,1.5100226388574478,0.2615308121383083,Iris-setosa
+13,5.1089477161730255,3.0544047969323738,1.5100224500827568,0.26153080932376926,Iris-setosa
+14,5.108947716175239,3.0540000693271896,4.899497001944069,1.665429724718913,Iris-setosa
+15,6.1793679289959735,3.054000000000018,4.899535753790672,1.6654501769302006,Iris-versicolor
+16,5.1089477161730255,3.05464428814988,1.5100225693334541,0.26153081189660277,Iris-setosa
+17,6.179366488687921,3.0540000000649523,4.89949335962375,1.6654281971773846,Iris-versicolor
+18,6.180609672356223,3.0540000000000003,4.903693456906431,1.6654735276905428,Iris-virginica
+19,6.179413666850806,3.054000000000013,4.9000604284017895,1.6657259641065605,Iris-virginica
+20,6.1810821468437345,3.0540000000000003,4.905470574554393,1.6656009303701775,Iris-virginica
+21,5.1089477161730255,3.073145256154715,1.5100227986720287,0.2615308151312742,Iris-setosa
+22,5.1089477161730255,3.059452406075539,1.5100224747497568,0.26153080943857654,Iris-setosa
+23,6.180862458395901,3.0540000000000003,4.904867262034982,1.6656659126815556,Iris-virginica
+24,5.1089477161730255,3.0562277881154456,1.5100224566174272,0.26153080926057815,Iris-setosa
+25,5.1089477161730255,3.06588264503979,1.5100225098576348,0.26153080989665206,Iris-setosa
+26,5.1089477161730255,3.0541343627626665,1.5100224740011887,0.26153081020129576,Iris-setosa
+27,6.179366488871942,3.0540000000117296,4.899493142421551,1.6654280204846,Iris-versicolor
+28,5.1089477161730255,3.0540223930642867,1.510022517955237,1.665427483928228,Iris-setosa
+29,5.108947716173063,3.0540015728527994,4.8994932039693175,1.665427728207314,Iris-setosa
+30,6.17936738766553,3.0540000000891747,4.899928114649974,1.6670863051642504,Iris-virginica
+31,6.179366615955561,3.054000000006939,4.899556984269671,1.6655218739158866,Iris-versicolor
+0,5.1089477161730255,3.0582163470013293,1.5100224715444757,0.2615308094406674,Iris-setosa
+1,6.179366488631828,3.054000000025243,4.8994918614808265,1.6654275742433362,Iris-versicolor
+2,6.17960513851748,3.0540000000000003,4.900599772229845,1.6655144618019744,Iris-virginica
+3,5.1089477161730255,3.0752250702590005,1.5100225490644683,0.261530810488647,Iris-setosa
+4,5.1089477161730645,3.0540013384885345,4.899493452068969,1.6654277988873403,Iris-setosa
+5,6.179366488637288,3.054000000102997,4.899492202355466,1.6654276757102262,Iris-versicolor
+6,5.1089477161730255,3.0741824674100178,1.5100232181806774,0.26153082533269356,Iris-setosa
+7,5.1089477161730255,3.086050913835157,1.5100225787873873,0.26153081102123804,Iris-setosa
+8,5.1089477161730255,3.0616427981600043,1.5100225630201256,0.2615308108636734,Iris-setosa
+9,5.1089477161730255,3.0540775373761564,1.5100225105351563,0.26153081117177074,Iris-setosa
+10,5.1089477161730255,3.0695005500962385,1.5100225627669583,0.2615308107412417,Iris-setosa
+11,6.179641239881211,3.0540000000002063,4.903484281129482,1.6709642347147018,Iris-virginica
+12,5.1089477161730255,3.054445875812039,1.5100224966630673,0.26153081032950415,Iris-setosa
+13,5.1089477161730255,3.0541063590561133,1.5100225711633877,0.2615308131875258,Iris-setosa
+14,6.180161392403646,3.0540000000000007,4.902663158225954,1.6656876312366362,Iris-virginica
+15,6.179943179403439,3.0540000000000007,4.901909208403755,1.6656350977514374,Iris-virginica
+16,6.179366719172982,3.0540000000000505,4.899511996840834,1.6654380686488734,Iris-versicolor
+17,6.179394670149425,3.054000000000001,4.899698160707546,1.6654695671817983,Iris-versicolor
+18,6.1802998742812365,3.0540000000000003,4.903010862727455,1.665544805304404,Iris-virginica
+19,5.1089477161746135,3.0540000443473225,4.899494244711328,1.665428213258998,Iris-setosa
+20,6.179367437854468,3.0540000001147654,4.899962868528558,1.6674507651837374,Iris-virginica
+21,5.1089477161730255,3.0552689936378896,1.51002255102443,0.261530811293787,Iris-setosa
+22,5.1089477161730255,3.0575700480216517,1.5100225400404284,0.26153081057756555,Iris-setosa
+23,5.1089477161730255,3.0723315424760793,1.5100225143150368,0.26153080995701866,Iris-setosa
+24,6.180224843318367,3.0540000000000003,4.90263301067628,1.665508261374473,Iris-virginica
+25,6.179366488704489,3.0540000001064276,4.89949348355745,1.6654281411298308,Iris-versicolor
+26,5.1089477161730255,3.066799818072343,1.5100225781834442,0.26153081114023424,Iris-setosa
+27,6.179374098482269,3.0540000000000065,4.899612787177266,1.665481319645303,Iris-versicolor
+28,5.1089477161730255,3.058452976626264,1.5100224519506924,0.261530809102781,Iris-setosa
+29,6.183413707563539,3.0540000000000003,4.912323870373188,1.6657128322391395,Iris-virginica
+30,5.1089477161730255,3.0540147314969355,1.5100225600236397,1.6654274885691482,Iris-setosa
+31,5.1089477161730255,3.0586169243807637,1.5100224589262141,0.26153080923470445,Iris-setosa
+0,6.17936648874821,3.0540000000030814,4.89949243978911,1.6654277627366798,Iris-versicolor
+1,5.108947716173711,3.054000001491459,4.899491997345368,1.6654275842636277,Iris-versicolor
+2,5.1089477161730255,3.055067467026833,1.5100227000131559,0.26153081512149,Iris-setosa
+3,6.17936648896562,3.054000000000884,4.899492645625399,1.6654278326230727,Iris-versicolor
+4,6.1806266180645935,3.05400000000001,4.905716949981703,1.667471538691347,Iris-virginica
+5,5.1089477161730255,3.0643010695725175,1.5100224890035723,0.26153080960124236,Iris-setosa
+6,6.179366488671055,3.0540000000852574,4.8994927016254675,1.6654278551583004,Iris-versicolor
+7,5.1089477161730255,3.054509395826943,1.5100225753339902,0.2615308122106634,Iris-setosa
+8,5.108947716173041,3.054000019746685,4.899491608466468,1.6654275022344256,Iris-setosa
+9,5.108947716173026,3.0540054648882826,1.5100226562937709,1.6654275049724243,Iris-setosa
+10,6.179482475511682,3.0540000000000003,4.900074946354935,1.6654918335469406,Iris-virginica
+11,5.1089477161730255,3.071478563055472,1.510022534112458,0.261530810325024,Iris-setosa
+12,6.179366498794898,3.054000000150883,4.899528721213606,1.6654703762365914,Iris-versicolor
+13,6.179422598099872,3.0540000000000007,4.899806170805369,1.6654754307182031,Iris-virginica
+14,6.179612395056581,3.0540000000000003,4.900598171256229,1.66549915163021,Iris-virginica
+15,5.1089477161730255,3.054945121700256,1.5100225274023937,0.26153081079783036,Iris-setosa
+16,5.108947716173029,3.0540000665518883,4.89949160212514,1.6654275025612428,Iris-setosa
+17,6.179366502010688,3.054000000232871,4.899552046649879,1.6655102616603799,Iris-versicolor
+18,6.179536008658831,3.054000000000002,4.900375364290617,1.665646676137815,Iris-virginica
+19,5.1089477161730255,3.054128595996715,1.5100226706107187,0.2615308170846023,Iris-setosa
+20,6.179366782069876,3.0540000000030485,4.899562488184413,1.665516205032981,Iris-versicolor
+21,5.108947716174591,3.054000001810944,4.899492350886345,1.6654276767458478,Iris-versicolor
+22,5.1089477161730334,3.0540278662477798,1.5100241731906736,1.6654277895775116,Iris-setosa
+23,5.1089477161730255,3.055678763209625,1.5100226730441952,0.261530814085648,Iris-setosa
+24,5.1089477161730255,3.0603484156137286,1.5100224654726433,0.26153080929981615,Iris-setosa
+25,6.1793722693009645,3.0540000000000362,4.89963536494799,1.665521549237431,Iris-versicolor
+26,6.179999839712181,3.0540000000000003,4.901861963999677,1.6654733297839504,Iris-virginica
+27,5.108947716173924,3.0540000043197884,4.899492430161937,1.665427722363779,Iris-versicolor
+28,5.1089477161730255,3.0540548517041626,1.5100225126684805,1.6654274816709966,Iris-setosa
+29,6.179370134362963,3.05400000000098,4.899769472283689,1.6658955188417017,Iris-versicolor
+30,6.1803229286678425,3.0540000000000003,4.903040745092974,1.6655493355218487,Iris-virginica
+31,6.182411772087371,3.0540000000000025,4.912087428505944,1.6672802910180393,Iris-virginica
+0,6.17936648863765,3.054000000395263,4.899493135077101,1.6654280080167658,Iris-versicolor
+1,5.1089477161730255,3.055262844681459,1.5100225236341032,0.2615308105718839,Iris-setosa
+2,5.1089477161730255,3.092002840439756,1.5100226237658074,0.26153081185722354,Iris-setosa
+3,5.108947716173038,3.054000404649428,4.899492027455799,1.665427559061409,Iris-setosa
+4,5.1089477161730255,3.0601251711956485,1.510022610315622,0.2615308118302553,Iris-setosa
+5,6.180212531842797,3.0540000000000003,4.9025507914719615,1.665489821344708,Iris-virginica
+6,5.1089477161730255,3.070324242006475,1.5100225704728132,0.26153081085231134,Iris-setosa
+7,6.179368127014249,3.054000000000057,4.899561452510331,1.6654734995469853,Iris-versicolor
+8,6.1793665291731585,3.0540000000011114,4.899513496767342,1.665444729077613,Iris-versicolor
+9,6.179440704708527,3.0540000000000376,4.900527327905022,1.6662340565322644,Iris-virginica
+10,5.1089477161730255,3.0595796442250833,1.5100224959398356,0.2615308097476084,Iris-setosa
+11,6.179366528110761,3.054000000029584,4.899538335714825,1.6654940428592202,Iris-versicolor
+12,6.179595097643431,3.054000000000007,4.900971765215906,1.6659877674651198,Iris-virginica
+13,5.1089477161730255,3.0541619646327884,1.5100227865436044,0.2615308211971749,Iris-setosa
+14,6.179427357040481,3.0540000000000282,4.900291423734318,1.665931387466444,Iris-virginica
+15,5.1089477161730255,3.0547555042587393,1.5100224810103802,0.26153080980883187,Iris-setosa
+16,6.18116056984157,3.0540000000000003,4.905895029447684,1.665736528572928,Iris-virginica
+17,6.179405218362465,3.0540000000000047,4.899823087947187,1.6655301788429802,Iris-virginica
+18,6.17936657881039,3.054000000016242,4.899567818181977,1.6655398917763578,Iris-versicolor
+19,6.1805074148290124,3.0540000000000003,4.903814970657317,1.6656943684085848,Iris-virginica
+20,5.1089477161730255,3.0653443485843384,1.510022549374698,0.2615308105941616,Iris-setosa
+21,5.1089477161730255,3.05435511662247,1.5100225099044449,0.2615308106680204,Iris-setosa
+22,5.1089477161730255,3.054173471928165,1.5100224951173953,0.26153081062723404,Iris-setosa
+23,5.1089477161730255,3.0631164306697767,1.5100225362468198,0.2615308103636031,Iris-setosa

iris/lct_gan/8_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/8_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/8_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/8_4/1/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089477161730255,3.054003874294915,1.5100225580126545,1.6654274916682046,Iris-setosa
+1,6.179366488686361,3.054000000007635,4.899492122760506,1.6654276337936693,Iris-versicolor
+2,6.179367374177184,3.0540000000002614,4.89956807973866,1.6655139661656648,Iris-versicolor
+3,6.1795320262225895,3.0540000000000003,4.9002739751249536,1.6654969395077168,Iris-virginica
+4,6.1798051015843765,3.0540000000000003,4.901342874515339,1.6655756963078359,Iris-virginica
+5,6.180010791776774,3.0540000000000003,4.901970837436079,1.6655202027945815,Iris-virginica
+6,5.108947716173026,3.054105476969241,1.510023219148487,0.26153084498280404,Iris-setosa
+7,5.1089477161730255,3.05421437010784,1.5100226844558895,0.2615308163130263,Iris-setosa
+8,5.1089477161730255,3.065331029786334,1.5100227251108616,0.26153081403958,Iris-setosa
+9,5.1089477161730255,3.058351573531836,1.5100225213745269,0.2615308102150332,Iris-setosa
+10,6.179366511667396,3.0540000000000718,4.899497195445939,1.6654295166163344,Iris-versicolor
+11,6.1805181013557355,3.0540000000000003,4.903642575551487,1.665538543383564,Iris-virginica
+12,6.180665242103457,3.0540000000000003,4.904217710935257,1.6656268530941882,Iris-virginica
+13,6.181408874679133,3.0540000000000003,4.906095847917626,1.6654911804239605,Iris-virginica
+14,6.18229860850935,3.0540000000000003,4.908815285835956,1.6655356411018953,Iris-virginica
+15,5.1089477161730255,3.0718536740495286,1.5100226615039982,0.26153081276520723,Iris-setosa
+16,5.1089477161730255,3.0631979767130404,1.5100226866408373,0.2615308130970259,Iris-setosa
+17,6.179434711903542,3.0540000000000043,4.899989556372782,1.6655806259707149,Iris-virginica
+18,5.1089477161730255,3.0585493056820594,1.510022488661611,0.26153080967163184,Iris-setosa
+19,5.1089477161736125,3.054000009093056,4.899492521544753,1.665427717820655,Iris-versicolor
+20,5.1089477161730255,3.0558743700754034,1.5100224885809308,0.26153080982256094,Iris-setosa
+21,6.179573213492766,3.0540000000000007,4.900474349406549,1.6655441050960065,Iris-virginica
+22,6.1793841668880605,3.0540000000024925,4.900592304960596,1.6682718243433798,Iris-virginica
+23,6.179383984558174,3.0540000000000034,4.899676222288102,1.6654879288665008,Iris-versicolor
+24,5.108947716173038,3.054000003105753,4.899491474142749,1.6654274896496828,Iris-versicolor
+25,6.179377767949352,3.054000000000005,4.899630427407588,1.6654792779868053,Iris-versicolor
+26,6.1797794293795585,3.0540000000000003,4.901156980031248,1.6654763607237026,Iris-virginica
+27,5.1089477161730255,3.0668681113239744,1.5100224736156613,0.26153080934980544,Iris-setosa
+28,6.179413571794871,3.0540000000000007,4.899766833242102,1.665477601178163,Iris-virginica
+29,6.179366492394088,3.054000000001111,4.899495712564814,1.6654290689304914,Iris-versicolor
+30,5.108947716173026,3.0540009343390353,1.5100225080921652,1.6654274892679788,Iris-setosa
+31,6.180062290524307,3.0540000000000003,4.902045752253237,1.665470776539109,Iris-virginica
+0,6.179592784209004,3.0540000000000016,4.900646518216687,1.6656915430796164,Iris-virginica
+1,6.179369948269062,3.0540000000001135,4.899617220547772,1.6655287049527967,Iris-versicolor
+2,5.1089477161730255,3.0541067285685397,1.5100225005262031,0.26153081098583497,Iris-setosa
+3,6.179366672450468,3.0540000000000114,4.8995036707910105,1.6654323208039807,Iris-versicolor
+4,6.179516215989274,3.054000000000001,4.900235026275345,1.665553711923106,Iris-virginica
+5,5.1089477161730255,3.0767510313328166,1.5100226677056652,0.2615308128447913,Iris-setosa
+6,5.1089477161730255,3.069128815086639,1.510022531031529,0.2615308102187928,Iris-setosa
+7,5.1089477161730255,3.0547088784540866,1.5100226648180153,0.26153081477957374,Iris-setosa
+8,5.1089477161730255,3.054014602950846,1.5100225202468454,1.665427484502942,Iris-setosa
+9,6.179406761466366,3.0540000000000043,4.89983454944286,1.6655360310907374,Iris-virginica
+10,5.1089477161730255,3.054000935162857,1.5100224730160003,1.6654274843036803,Iris-setosa
+11,5.1089477161730255,3.066917616103212,1.5100225409348969,0.26153081039497544,Iris-setosa
+12,5.1089477161730255,3.0685990881902083,1.5100225651532746,0.261530810841118,Iris-setosa
+13,5.1089477161730255,3.075040131673148,1.5100229687673592,0.26153081955951046,Iris-setosa
+14,5.1089477161730255,3.0547715193063714,1.5100225431628664,0.2615308112491508,Iris-setosa
+15,6.179366491908114,3.0540000000392626,4.899506757873606,1.6654389802796534,Iris-versicolor
+16,5.1089477161730255,3.062145654023256,1.510022462086373,0.2615308092155393,Iris-setosa
+17,5.1089477161730255,3.054273912484166,1.5100226439301456,0.26153081493929886,Iris-setosa
+18,6.180795367947839,3.0540000000000003,4.9042317529932555,1.6654773988077274,Iris-virginica
+19,5.108947716173117,3.054001554910992,4.899494413609625,1.665427989274092,Iris-setosa
+20,6.179366518744784,3.0540000000008853,4.899505442021508,1.6654350641711704,Iris-versicolor
+21,6.179411566627733,3.0540000000000354,4.900188255225961,1.6659428977959454,Iris-virginica
+22,5.1089477161730255,3.056456165333929,1.5100232254500003,0.2615308306614741,Iris-setosa
+23,5.108947716173026,3.0547570495725593,1.5100248654910744,0.2615309429434902,Iris-setosa
+24,6.179366488625936,3.054000236812762,4.899498167044206,1.665429960120113,Iris-setosa
+25,6.179472852683307,3.054000000000002,4.900059712482736,1.6655600591699362,Iris-virginica
+26,5.1089477161730255,3.055144479961734,1.5100231204606327,0.2615308291580071,Iris-setosa
+27,5.1089477161730255,3.0545453608478206,1.5100224748480906,0.2615308098241695,Iris-setosa
+28,6.179366501943085,3.054000000000513,4.899499272710503,1.6654310882142158,Iris-versicolor
+29,6.1793665023695565,3.0540000000005554,4.899499874887056,1.6654315623644977,Iris-versicolor
+30,5.108947716173686,3.0540000007681694,4.899491900916094,1.6654275801748957,Iris-versicolor
+31,5.1089477161730255,3.0561585011459282,1.510022793312019,0.2615308171362671,Iris-setosa
+0,5.1089477161730255,3.0740978311415916,1.5100225226754833,0.26153081006970313,Iris-setosa
+1,6.17951596830571,3.0540000000000007,4.900229419838688,1.6655441385636762,Iris-virginica
+2,5.1089477161730255,3.062940811861713,1.5100227510787305,0.2615308150310389,Iris-setosa
+3,6.179733636863956,3.0540000000000025,4.901324074385251,1.6658512626530142,Iris-virginica
+4,5.1089477161730255,3.087808534737046,1.5100226534269754,0.2615308125006001,Iris-setosa
+5,6.18002181129339,3.054000000000008,4.902907243142217,1.666652059776688,Iris-virginica
+6,5.1089477161730255,3.068612036708563,1.5100224841545042,0.26153080950992696,Iris-setosa
+7,6.180531649800303,3.0540000000000145,4.905981056204024,1.6684137264481222,Iris-virginica
+8,5.1089477161730255,3.0632951767309677,1.5100226843229858,0.26153081320658855,Iris-setosa
+9,5.108947716173067,3.0540000081681438,4.8994916380884685,1.665427512489023,Iris-setosa
+10,6.179366494268737,3.0540000000357757,4.899504418190148,1.6654351224305328,Iris-versicolor
+11,6.179370064018059,3.0540000000000074,4.899562417332659,1.6654575580584796,Iris-versicolor
+12,6.179366678131767,3.05400000000001,4.899505786658926,1.6654334206573473,Iris-versicolor
+13,5.1089477161730255,3.0583134544493444,1.5100224559095865,0.2615308091739861,Iris-setosa
+14,6.1795785237272955,3.054000000000002,4.900580792997856,1.6656886351137967,Iris-virginica
+15,6.179366717292464,3.0540000000177674,4.899614066136315,1.6656492987745435,Iris-versicolor
+16,5.1089477161730255,3.0545593966098585,1.5100225096698316,0.26153081051938376,Iris-setosa
+17,5.1089477161730255,3.07056556452349,1.5100237463607158,0.2615308411336236,Iris-setosa
+18,5.1089477161730255,3.0549452524049476,1.5100226382036315,0.2615308138342199,Iris-setosa
+19,5.1089477161730255,3.0740615759341625,1.510022565237468,0.2615308107715428,Iris-setosa
+20,5.1089477161730255,3.0546755966526153,1.5100225531682063,0.2615308115601394,Iris-setosa
+21,6.179374567880179,3.0540000000000065,4.899609474366153,1.665476534087125,Iris-versicolor
+22,6.1801294915187395,3.0540000000000007,4.902617105294092,1.6656621131706557,Iris-virginica
+23,5.1089477161730255,3.0590560124536665,1.510022490239077,0.261530809677951,Iris-setosa
+24,5.1089477161730255,3.054303521876221,1.5100224993529492,0.26153081052585897,Iris-setosa
+25,5.1089477161730255,3.0556982596406095,1.5100226506557508,0.26153081338225787,Iris-setosa
+26,6.179366520116912,3.0540000000004603,4.89950371218405,1.6654340067310816,Iris-versicolor
+27,5.108947716173258,3.0540000092218516,4.899492231777254,1.6654276541161672,Iris-versicolor
+28,6.17936648868795,3.054000000235511,4.899494608879047,1.6654288814238998,Iris-versicolor
+29,5.1089477161730255,3.061330645170802,1.5100224655152836,0.26153080927270655,Iris-setosa
+30,6.180140213427272,3.0540000000000003,4.902285887742979,1.6654774970759942,Iris-virginica
+31,5.1089477161730255,3.0660615045997432,1.510022501515067,0.261530809780762,Iris-setosa
+0,6.1797244106648,3.0540000000000034,4.901296846010905,1.6658923377562451,Iris-virginica
+1,5.1089477161730255,3.055212370936725,1.510022475567865,0.26153080965311,Iris-setosa
+2,5.1089477161753365,3.0540000007530734,4.899492232797766,1.6654276612367394,Iris-versicolor
+3,5.108947716173351,3.054000000447978,4.899491660735008,1.6654275200020214,Iris-versicolor
+4,6.180489042083349,3.0540000000000003,4.903578393559832,1.6655721860386605,Iris-virginica
+5,6.182507063493908,3.0540000000000314,4.916529959982145,1.6739725525652362,Iris-virginica
+6,5.1089477161730255,3.0584754039011703,1.5100230275291242,0.26153082272163025,Iris-setosa
+7,5.1089477161730255,3.0553125545231765,1.5100226708920546,0.26153081429273795,Iris-setosa
+8,5.1089477161730255,3.0572062607427486,1.5100225113626604,0.26153081008355916,Iris-setosa
+9,6.179366490036579,3.0540000009525112,4.899513632420481,1.6654486315962278,Iris-versicolor
+10,5.1089477161730255,3.054910636892402,1.5100225621795438,0.2615308116734942,Iris-setosa
+11,6.180825082480892,3.0540000000000003,4.904558948030983,1.665538074950888,Iris-virginica
+12,6.179886340268405,3.0540000000000003,4.901493346102456,1.6654759055168735,Iris-virginica
+13,5.1089477161730255,3.0856827077516096,1.5100225923639876,0.26153081124225486,Iris-setosa
+14,5.1089477161730255,3.059614840110732,1.5100232202684793,0.261530828718341,Iris-setosa
+15,6.179366492017517,3.0540000002384176,4.899518722823147,1.6654551566894402,Iris-versicolor
+16,5.108947716174083,3.054000000073196,4.899491614736611,1.6654275182641016,Iris-versicolor
+17,5.1089477161730255,3.081497675139255,1.510022638802361,0.2615308120400293,Iris-setosa
+18,6.179366626178243,3.0540000000000345,4.899505801579504,1.665434225218029,Iris-versicolor
+19,5.1089477161730255,3.0546565349480512,1.5100226579295497,0.26153081421312213,Iris-setosa
+20,5.1089477161730255,3.0553394660053828,1.5100224874700656,0.26153080980514026,Iris-setosa
+21,5.1089477161730255,3.059274393329045,1.5100224719039848,0.26153080939039686,Iris-setosa
+22,5.1089477161730255,3.0583376864350647,1.5100224515868947,0.261530809107042,Iris-setosa
+23,5.1089477161730255,3.0672032425803004,1.5100225813748223,0.2615308112269462,Iris-setosa

iris/lct_gan/8_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/8_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/8_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/8_4/10/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179368302347159,3.054000000000171,4.899585346632389,1.6655083052991966,Iris-versicolor
+1,5.1089477161730255,3.0661771099311226,1.5100225115289965,0.261530809900342,Iris-setosa
+2,5.108947716173944,3.054000003942285,4.899492437763351,1.6654277285113455,Iris-versicolor
+3,5.1089477161730255,3.054035806268509,1.510022801039591,1.6654275148741207,Iris-setosa
+4,6.179581173593934,3.0540000000000007,4.900490480791299,1.6655442651316237,Iris-virginica
+5,6.179443687336296,3.0540000000000003,4.899899090957397,1.6654681216932532,Iris-virginica
+6,5.1089477161730255,3.067814703879643,1.5100225753468803,0.2615308110979387,Iris-setosa
+7,6.1794549173245725,3.054000000000006,4.900141091676669,1.6656603065282278,Iris-virginica
+8,5.1089477161730255,3.054991418428932,1.5100224770957458,0.26153080969495285,Iris-setosa
+9,5.1089477161730255,3.054899937118582,1.5100229405411016,0.26153082392660404,Iris-setosa
+10,5.1089477161730255,3.0545455834180886,1.5100225922362849,0.2615308126530652,Iris-setosa
+11,5.108947716173027,3.05400023636194,4.899491532141729,1.6654274896166634,Iris-setosa
+12,6.181195097433716,3.0540000000000003,4.905706611121755,1.6655599853396956,Iris-virginica
+13,5.108947716174619,3.0540000004301633,4.8994919808715975,1.6654276031192865,Iris-versicolor
+14,5.108947716173026,3.05408971162769,1.510023368639484,0.2615308559388824,Iris-setosa
+15,6.179368162752989,3.0540000000000136,4.899543829867757,1.6654528210736665,Iris-versicolor
+16,5.1089477161730255,3.0540825037959776,1.5100229001172545,0.2615308286393327,Iris-setosa
+17,6.180166479541047,3.0540000000000003,4.9025727976530895,1.6655429195426714,Iris-virginica
+18,6.1793991479664125,3.0540000000000207,4.899945026686461,1.6656737172249265,Iris-virginica
+19,6.179797619508022,3.0540000000000003,4.901294377863604,1.6655173512114623,Iris-virginica
+20,6.17936648921417,3.0540000291916654,4.899540055747724,1.6654768494874146,Iris-versicolor
+21,6.18059529139335,3.0540000000000003,4.903936228408758,1.6656089213052743,Iris-virginica
+22,6.180400560455199,3.0540000000000025,4.904113601238109,1.6662600271892176,Iris-virginica
+23,6.179367106081447,3.0540000000000074,4.89951469875862,1.6654370914647605,Iris-versicolor
+24,5.1089477161730255,3.065833941191533,1.5100225900085653,0.2615308114218257,Iris-setosa
+25,6.179486918042176,3.0540000000000007,4.90009209543518,1.6655023265217261,Iris-virginica
+26,6.180619270587268,3.054000000000001,4.904617643036103,1.6659849700980964,Iris-virginica
+27,5.1089477161730255,3.072249884543965,1.510022542669497,0.2615308104556266,Iris-setosa
+28,6.18017724171164,3.0540000000000003,4.902541557318006,1.6655177614007066,Iris-virginica
+29,5.108947716173049,3.054000027599186,4.899491726560557,1.6654275258290188,Iris-setosa
+30,5.1089477161730255,3.0592500176587216,1.5100225100074047,0.2615308099795942,Iris-setosa
+31,6.181993137647173,3.05400000000001,4.911746434121142,1.6688813774132503,Iris-virginica
+0,5.1089477161730255,3.063891018668744,1.510022492245799,0.2615308096573502,Iris-setosa
+1,6.186332865856267,3.0540000000000003,4.921350821114588,1.6661708487210964,Iris-virginica
+2,6.186360487372241,3.0540000000000034,4.925744804934584,1.6685867936062986,Iris-virginica
+3,5.108947716173069,3.0540003565342344,4.899492715724388,1.6654276835566881,Iris-setosa
+4,5.108947716173146,3.0540001077753423,4.899492626143475,1.665427710458555,Iris-setosa
+5,6.179367068101472,3.0540000000011625,4.899587568050457,1.6655563167299525,Iris-versicolor
+6,6.180355891442789,3.054000000000001,4.903751515625912,1.6659913513861095,Iris-virginica
+7,6.179372464145342,3.0540000000003236,4.89978899326717,1.6657734981642098,Iris-versicolor
+8,6.179366882530752,3.054000000000056,4.89952120098264,1.6654441680385181,Iris-versicolor
+9,5.1089477161730255,3.0651843483328856,1.5100224718822302,0.26153080933826867,Iris-setosa
+10,6.179366685484481,3.054000000000228,4.899519756234638,1.665447074718713,Iris-versicolor
+11,5.1089477161730255,3.0540138105426484,1.510022617104341,1.6654274958782933,Iris-setosa
+12,5.1089477161730255,3.0541679216953126,1.5100224692795856,0.2615308098008294,Iris-setosa
+13,5.1089477161730255,3.0784271730027704,1.510022555350791,0.26153081057043254,Iris-setosa
+14,6.1793680228970365,3.0540000000000114,4.899537713328393,1.6654497227732188,Iris-versicolor
+15,6.179478086979843,3.0540000000000007,4.900070954864383,1.665518136624775,Iris-virginica
+16,6.179366704677337,3.054000000026365,4.899605409532249,1.6656394287814438,Iris-versicolor
+17,5.108947716173232,3.054000147688981,4.899493105451975,1.6654278003362073,Iris-setosa
+18,5.1089477161730406,3.054000037304036,4.89949166496279,1.6654275126410885,Iris-setosa
+19,5.1089477161730255,3.0540679642070985,1.5100224574806702,0.2615308098443693,Iris-setosa
+20,5.1089477161730255,3.055834780338739,1.5100224718443656,0.2615308095315645,Iris-setosa
+21,6.179369303517648,3.0540000000000047,4.899550887336371,1.6654520271978506,Iris-versicolor
+22,6.17965452853963,3.0540000000000003,4.900767778117744,1.665497161113141,Iris-virginica
+23,6.179452492799106,3.0540000000000163,4.9004246733986,1.6659451617194077,Iris-virginica
+24,5.1089477161730255,3.0543171363948476,1.5100225665763327,0.2615308122031335,Iris-setosa
+25,5.1089477161730255,3.0716786734474884,1.5100225026786438,0.2615308097673956,Iris-setosa
+26,6.180170389666803,3.0540000000000003,4.902548510145627,1.6655523810798103,Iris-virginica
+27,6.182335104759355,3.0540000000000003,4.909474754471354,1.6658133567316589,Iris-virginica
+28,6.179366540197082,3.054000000754482,4.899661196867359,1.6658697603080912,Iris-versicolor
+29,5.108947716173041,3.054000012333424,4.899491551823509,1.6654274949253973,Iris-setosa
+30,5.1089477161730565,3.0540019145859,1.5100234399405121,1.665427716603533,Iris-setosa
+31,5.1089477161730255,3.05753922103339,1.510022513604808,0.26153081015392116,Iris-setosa
+0,5.1089477161730255,3.063051097240475,1.5100224736198498,0.2615308093740092,Iris-setosa
+1,5.1089477161730255,3.0586040060482502,1.510022502561831,0.2615308099157235,Iris-setosa
+2,6.179703155020576,3.0540000000000083,4.901505387260991,1.6661975116209888,Iris-virginica
+3,6.179393757531843,3.0540000000000025,4.899727871910078,1.6654934128870482,Iris-virginica
+4,5.1089477161730255,3.0859566374165497,1.5100225767306548,0.2615308109546741,Iris-setosa
+5,5.108947716173028,3.0540470096270544,1.5100237619832961,0.26153089976020494,Iris-setosa
+6,5.1089477161730255,3.0542128918065865,1.5100224558149784,0.2615308094801958,Iris-setosa
+7,5.1089477161730255,3.0541613383017427,1.5100228185522555,0.2615308231638558,Iris-setosa
+8,6.179379422288631,3.0540000000000034,4.899632989600486,1.6654741671001898,Iris-versicolor
+9,5.108947716173029,3.0540008211519574,1.5100226228197777,1.6654275089478976,Iris-setosa
+10,5.1089477161730255,3.0552820446874844,1.5100224818354213,0.26153080971669723,Iris-setosa
+11,5.1089477161730255,3.070165234265474,1.5100225534216862,0.2615308105774869,Iris-setosa
+12,6.180172985959629,3.0540000000000007,4.902715989671312,1.6656632576732044,Iris-virginica
+13,6.180444411502905,3.0540000000000003,4.903542301546756,1.665594362091436,Iris-virginica
+14,6.179447934275534,3.0540000000000007,4.8999197518223685,1.6654979776809546,Iris-virginica
+15,6.179366488774776,3.054000000130963,4.899494207939462,1.6654285974090095,Iris-versicolor
+16,5.1089477161730255,3.054251606254482,1.5100229869253383,0.26153083121983645,Iris-setosa
+17,6.1802586092429745,3.0540000000000007,4.903007799723433,1.665684439012283,Iris-virginica
+18,5.1089477161730255,3.054816062690473,1.510022626976552,0.2615308133056107,Iris-setosa
+19,6.179366491596778,3.0540000000009044,4.8994963199466985,1.6654296664045887,Iris-versicolor
+20,6.180810118328183,3.054000000000002,4.905626198374575,1.6663613633173389,Iris-virginica
+21,6.181961395457528,3.0540000000000003,4.908225610074662,1.6656577181238534,Iris-virginica
+22,6.179405615220447,3.054000000000022,4.899988682017432,1.6657033990207981,Iris-virginica
+23,5.1089477161730255,3.0668628791115347,1.5100224757331697,0.26153080938540624,Iris-setosa
+24,5.108947716175774,3.0540000006630694,4.8994922584926535,1.66542767644438,Iris-versicolor
+25,6.180296506821815,3.0540000000000007,4.903210933522688,1.6658109842995366,Iris-virginica
+26,5.1089477161730255,3.05507529693213,1.5100226558489744,0.261530814005413,Iris-setosa
+27,5.108947716173027,3.0540039912178836,1.510022721573621,1.6654275179994524,Iris-setosa
+28,5.1089477161730255,3.0774366845995993,1.5100225820004327,0.2615308109927593,Iris-setosa
+29,6.17938582847146,3.054000000000001,4.899654209084089,1.6654655303321004,Iris-versicolor
+30,5.1089477161730255,3.054355938306217,1.5100225105628373,0.2615308108208658,Iris-setosa
+31,6.1802090624210155,3.0540000000000003,4.902716705492655,1.665570734184121,Iris-virginica
+0,5.1089477161730255,3.07632272725223,1.5100225437224999,0.2615308103873893,Iris-setosa
+1,5.1089477161730255,3.054514503170621,1.510022459215902,0.2615308094787941,Iris-setosa
+2,5.1089477161730255,3.055821430348699,1.5100224807711535,0.2615308097244396,Iris-setosa
+3,6.179636138756666,3.0540000000000007,4.900764961146773,1.6656167832381794,Iris-virginica
+4,6.179366601653827,3.0540000000010608,4.899523937266763,1.6654563528878137,Iris-versicolor
+5,5.1089477161730255,3.0573106248669397,1.510022470655871,0.26153080942560475,Iris-setosa
+6,6.179629124399955,3.05400000000001,4.901315302398229,1.6661736776440796,Iris-virginica
+7,6.180920861738102,3.054000000000005,4.9067162139083305,1.6671279517923059,Iris-virginica
+8,6.1794934245588,3.0540000000000025,4.900162174061333,1.6655831218100907,Iris-virginica
+9,5.1089477161730255,3.0894858918901975,1.5100227374035964,0.2615308139411518,Iris-setosa
+10,6.17936669900723,3.0540000000000744,4.89951416879794,1.6654397003427526,Iris-versicolor
+11,5.1089477161730255,3.0542194267393046,1.5100224640884123,0.26153080969937953,Iris-setosa
+12,5.1089477161730255,3.0544692427218663,1.5100225417667894,0.2615308113381044,Iris-setosa
+13,6.181222630233723,3.0540000000000007,4.906355937879983,1.6659089532690936,Iris-virginica
+14,6.179378136950149,3.0540000000000065,4.899662203423947,1.6655027900731691,Iris-versicolor
+15,5.1089477161730255,3.0648918700723686,1.5100224856443205,0.2615308095274731,Iris-setosa
+16,5.1089477161730255,3.0610616812779456,1.5100224574726122,0.2615308091617672,Iris-setosa
+17,5.1089477161730255,3.073758751577263,1.5100225335563253,0.26153081026159,Iris-setosa
+18,5.108947716173026,3.0540005002531796,1.5100225588125402,1.6654275022348923,Iris-setosa
+19,5.1089477161730255,3.0562123375933496,1.5100229537339063,0.2615308222004775,Iris-setosa
+20,5.1089477161731045,3.0540016455398526,4.8994944159878635,1.6654279745889728,Iris-setosa
+21,6.180251672055211,3.0540000000000003,4.902825590654223,1.6655326519584963,Iris-virginica
+22,6.179711517720555,3.0540000000000007,4.901055286695254,1.6656150066605777,Iris-virginica
+23,6.181852915176248,3.054000000000001,4.909044773116805,1.6663063376759921,Iris-virginica

iris/lct_gan/8_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/8_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/8_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/8_4/11/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089477161730255,3.055041034694543,1.5100225489189745,0.2615308112997411,Iris-setosa
+1,6.1798112258184075,3.0540000000000003,4.901382246447997,1.6655920268102116,Iris-virginica
+2,5.1089477161730255,3.0692296148667255,1.5100226159097074,0.2615308119212209,Iris-setosa
+3,5.1089477161730255,3.067874223918446,1.5100224860828717,0.26153080952399693,Iris-setosa
+4,6.180338364287529,3.0540000000000003,4.903162593792748,1.665569328975306,Iris-virginica
+5,5.1089477161730255,3.0679261387352295,1.5100224975500591,0.2615308096899866,Iris-setosa
+6,6.179366488685759,3.054000000309155,4.899494358883217,1.6654285443876329,Iris-versicolor
+7,5.108947716175087,3.054000000600384,4.899492117669964,1.6654276313464067,Iris-versicolor
+8,6.179974624987195,3.0540000000000003,4.90182821604257,1.6654960123092448,Iris-virginica
+9,6.179368683237778,3.0540000000000496,4.899568205796401,1.6654766736993067,Iris-versicolor
+10,5.1089477161730255,3.0612731882336113,1.5100225267625802,0.2615308102442627,Iris-setosa
+11,6.179392013177557,3.0540000000000007,4.899650746447348,1.66545499153044,Iris-versicolor
+12,5.1089477161730255,3.061673631185434,1.510022566629119,0.2615308108697625,Iris-setosa
+13,5.1089477161730255,3.072294747948291,1.5100226881544898,0.2615308130956654,Iris-setosa
+14,6.179366491820205,3.0540000000014413,4.899495575474273,1.6654291627974442,Iris-versicolor
+15,5.108947716175232,3.05400000005685,4.899491741887337,1.6654275497815316,Iris-versicolor
+16,6.179366495811581,3.0540000000055163,4.899504514921235,1.6654365351842302,Iris-versicolor
+17,6.18275975689599,3.0540000000000003,4.910301610785309,1.665619671513386,Iris-virginica
+18,5.1089477161730255,3.054063787090421,1.5100225063980486,0.2615308111805971,Iris-setosa
+19,5.1089477161730255,3.054754460281428,1.5100226656235896,0.2615308146849374,Iris-setosa
+20,5.1089477161730255,3.0668599217040726,1.5100224770787045,0.2615308093939497,Iris-setosa
+21,5.1089477161730255,3.054164173456549,1.51002249460831,0.2615308105650414,Iris-setosa
+22,5.108947716175995,3.054000000367474,4.899492136562575,1.6654276249111377,Iris-versicolor
+23,6.1808641227353345,3.0540000000000003,4.90475783028529,1.665569145259974,Iris-virginica
+24,6.179366968328732,3.0540000000000807,4.89952597807759,1.6654480896471502,Iris-versicolor
+25,5.1089477161730255,3.063831640302154,1.5100225180055353,0.26153081003131007,Iris-setosa
+26,6.179430378574081,3.0540000000000895,4.900648207813012,1.6665900607270145,Iris-virginica
+27,5.10894771617323,3.054001290724944,4.899495650416857,1.6654283756005657,Iris-setosa
+28,5.108947716173068,3.0540007830182594,4.899492962973087,1.665427715036279,Iris-setosa
+29,6.182604523474247,3.0540000000000074,4.9146665326105206,1.6693135311351672,Iris-virginica
+30,6.179436580015186,3.0540000000000043,4.900007855838311,1.665590146821843,Iris-virginica
+31,5.108947716173026,3.0540161861919177,1.5100226608372038,1.6654275016392037,Iris-setosa
+0,6.179366488643254,3.0540000004042076,4.899493136788357,1.6654280334875138,Iris-versicolor
+1,6.179447076833096,3.0540000000002667,4.901256423894273,1.6679083520917104,Iris-virginica
+2,6.179889175388451,3.0540000000000016,4.9019702230374165,1.6658566020845613,Iris-virginica
+3,5.108947716173068,3.054000002837984,4.899491575688653,1.6654275037581432,Iris-versicolor
+4,5.1089477161730255,3.067812012107581,1.5100224864689302,0.261530809534952,Iris-setosa
+5,5.1089477161730255,3.068470853907911,1.5100225040044182,0.2615308098319951,Iris-setosa
+6,6.179366488645614,3.0540000000386684,4.899492292332656,1.6654276939656254,Iris-versicolor
+7,5.1089477161730255,3.0753630235771436,1.5100225503576856,0.261530810590446,Iris-setosa
+8,6.179564387735526,3.0540000000000247,4.901445299110811,1.6667356613533892,Iris-virginica
+9,5.1089477161730255,3.054735913396382,1.5100225365618256,0.2615308110804861,Iris-setosa
+10,5.1089477161730255,3.064902836789642,1.5100224942139997,0.2615308096885348,Iris-setosa
+11,6.179366676499967,3.054000000000283,4.899521497672071,1.6654490224644565,Iris-versicolor
+12,6.179628386872222,3.0540000000000003,4.900678560357659,1.6655228624420155,Iris-virginica
+13,6.179906597879786,3.0540000000000003,4.90153825563528,1.6654747988215763,Iris-virginica
+14,5.1089477161730255,3.0552429592556036,1.510022570458085,0.2615308116392592,Iris-setosa
+15,5.1089477161730255,3.066330766326231,1.5100225591027279,0.26153081080589063,Iris-setosa
+16,5.108947716173026,3.0540015170763026,1.510022550691208,1.6654274949451506,Iris-setosa
+17,6.182759783040185,3.0540000000000003,4.910212421361041,1.665622453739666,Iris-virginica
+18,5.1089477161730255,3.0551171508081083,1.510022520816556,0.26153081053993615,Iris-setosa
+19,5.108947716173063,3.054030000584833,1.5100267117079609,1.6654285489667757,Iris-setosa
+20,5.1089477161730255,3.060387814978356,1.5100224794767796,0.2615308095063474,Iris-setosa
+21,6.179369751610592,3.0540000000005687,4.899716691305396,1.6657737552764615,Iris-versicolor
+22,5.1089477161730255,3.075467556742044,1.5100227116512992,0.26153081350740826,Iris-setosa
+23,6.179926890829401,3.0540000000000003,4.901767275082031,1.665569375251433,Iris-virginica
+24,5.1089477161730255,3.065916264822061,1.5100224849870845,0.26153080953067837,Iris-setosa
+25,5.108947716173495,3.054000121612227,4.8994942175966925,1.6654282062378944,Iris-setosa
+26,6.179366488747176,3.054000000010371,4.899492978099771,1.6654279657000193,Iris-versicolor
+27,5.1089477161730255,3.0596692293615213,1.5100224610047452,0.2615308092416024,Iris-setosa
+28,6.179366490367512,3.054000000026639,4.899499058585778,1.665431722543095,Iris-versicolor
+29,6.179708129585432,3.054000000000002,4.901218241870477,1.6658373148677608,Iris-virginica
+30,6.1795642292581325,3.0540000000000003,4.900420396644547,1.6655110042322714,Iris-virginica
+31,6.179366731467711,3.0540000000000265,4.899509362576336,1.6654354494277335,Iris-versicolor
+0,5.108947716175166,3.054000000092467,4.899491813551541,1.6654275605929052,Iris-versicolor
+1,6.179368328579182,3.054000000000049,4.899568810265315,1.665482225674773,Iris-versicolor
+2,6.179376625522256,3.0540000000000114,4.899644796206859,1.6654956255002138,Iris-versicolor
+3,6.179366714732278,3.054000000000503,4.899529936985007,1.6654570406254898,Iris-versicolor
+4,5.1089477161730255,3.061536875641462,1.5100224899847472,0.2615308096497419,Iris-setosa
+5,5.1089477161730255,3.0540153996495207,1.5100224951592294,1.6654274819142894,Iris-setosa
+6,6.17979591682377,3.054000000000001,4.901348256170806,1.665682301516576,Iris-virginica
+7,6.179366994960024,3.05400000000006,4.899524520135724,1.6654467208898656,Iris-versicolor
+8,6.179618964134084,3.0540000000000056,4.900931989839851,1.6659084715181711,Iris-virginica
+9,6.179382122205062,3.054000000000012,4.8997120459658845,1.6655277368246133,Iris-versicolor
+10,5.1089477161730255,3.0605883644737393,1.5100224473418826,0.2615308090241997,Iris-setosa
+11,5.1089477161730255,3.090556483050954,1.5100226239735524,0.2615308118541225,Iris-setosa
+12,5.10894771617339,3.054000058606948,4.899493064770193,1.665427899938788,Iris-setosa
+13,6.180511183253234,3.0540000000000003,4.903486487414758,1.6654948513341281,Iris-virginica
+14,5.1089477161730255,3.059348338175067,1.510022463064522,0.2615308092464329,Iris-setosa
+15,6.179366494530106,3.0540000000009493,4.89949714211781,1.665430152306909,Iris-versicolor
+16,5.1089477161730255,3.0551488419163784,1.510022553171157,0.26153081115588633,Iris-setosa
+17,5.1089477161730255,3.0603366427332612,1.5100224822664583,0.26153080951993507,Iris-setosa
+18,6.179366488651226,3.054000002070472,4.899494273870043,1.665428496889505,Iris-versicolor
+19,6.180272521701879,3.0540000000000003,4.9028804644279615,1.6655603479910845,Iris-virginica
+20,5.1089477161730255,3.0740830585934846,1.5100225128429807,0.2615308099448467,Iris-setosa
+21,5.1089477161730255,3.0557820048230093,1.5100227725334479,0.26153081623935764,Iris-setosa
+22,5.1089477161730255,3.0597667730955584,1.510022499783305,0.2615308098230996,Iris-setosa
+23,6.179707911390341,3.0540000000000007,4.901031729958721,1.6655949933253364,Iris-virginica
+24,5.1089477161730255,3.05731435342202,1.5100225937740677,0.2615308116968921,Iris-setosa
+25,6.179366494272809,3.0540000005693915,4.899538841820594,1.6654938207949854,Iris-versicolor
+26,5.108947716173028,3.0542340559801313,1.51002457519586,0.26153094354685447,Iris-setosa
+27,5.1089477161730255,3.0677624268327675,1.510022544711314,0.26153081043616044,Iris-setosa
+28,6.1805364570205255,3.0540000000000003,4.903502449663998,1.6654819829576977,Iris-virginica
+29,6.179366533680873,3.054000000000497,4.899504038423035,1.6654340636932692,Iris-versicolor
+30,6.179366645887643,3.0540000000027407,4.899549091389133,1.6655043580513471,Iris-versicolor
+31,6.179366497777953,3.054000000004905,4.899505134445078,1.665437639606982,Iris-versicolor
+0,6.18082824618989,3.0540000000000003,4.904380550422183,1.6654868933760292,Iris-virginica
+1,5.1089477161730255,3.0569526533934024,1.5100226113747262,0.2615308121181321,Iris-setosa
+2,6.179694275035919,3.0540000000000007,4.900954275861591,1.6656106870625973,Iris-virginica
+3,6.17936651785367,3.05400000000003,4.899497470802973,1.665429583101626,Iris-versicolor
+4,5.108947716174523,3.054000001032861,4.8994921388203,1.6654276230177483,Iris-versicolor
+5,6.179366488904339,3.0540000000076146,4.899493738915863,1.6654282825658537,Iris-versicolor
+6,5.1089477161730255,3.0682697711293367,1.5100230515318178,0.2615308219770446,Iris-setosa
+7,6.180149871354229,3.0540000000000003,4.902520921222448,1.6655924752464009,Iris-virginica
+8,5.10894771617357,3.0540003250795467,4.89949561770815,1.665428575435795,Iris-setosa
+9,6.180540898919202,3.0540000000000087,4.9056141855518565,1.6676739894951018,Iris-virginica
+10,5.1089477161730255,3.0548395876231775,1.510022451265888,0.2615308092736304,Iris-setosa
+11,5.108947716173471,3.054000000107078,4.899491560064068,1.665427507319705,Iris-versicolor
+12,5.1089477161730255,3.0540015719036946,1.5100225082451608,1.6654274878447075,Iris-setosa
+13,5.108947716173027,3.0541306371381283,1.510023754948774,0.2615308809986504,Iris-setosa
+14,6.17936648864236,3.054000016748886,4.899496484262372,1.66542993733014,Iris-versicolor
+15,6.179366490244963,3.0540000000681697,4.899502949466625,1.665435079007633,Iris-versicolor
+16,5.108947716173026,3.054104597731157,1.5100231993010924,0.26153084548741073,Iris-setosa
+17,6.182402752340206,3.0540000000000003,4.909611437068626,1.665749010153072,Iris-virginica
+18,6.179366488658634,3.0540000005304933,4.899493670741203,1.6654283125367373,Iris-versicolor
+19,6.181969055532274,3.0540000000000163,4.912690956377559,1.6704593307918891,Iris-virginica
+20,5.1089477161730255,3.0540012892757877,1.5100224470633035,1.6654274797934034,Iris-setosa
+21,6.179366595139076,3.0540000000000944,4.899507369157773,1.6654352157705707,Iris-versicolor
+22,6.179366488662312,3.0540000000022567,4.899491866485682,1.6654275866729173,Iris-versicolor
+23,5.1089477161730255,3.054003651662546,1.5100224534999462,1.6654274800952058,Iris-setosa

iris/lct_gan/8_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/8_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/8_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/8_4/12/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089477161730255,3.0546696391750356,1.5100225058943773,0.26153081026518005,Iris-setosa
+1,6.185454403485555,3.0540000000000003,4.9182593874743255,1.6658009427750702,Iris-virginica
+2,5.1089477161730255,3.054550636980659,1.5100227771009112,0.26153081876045703,Iris-setosa
+3,5.108947716173203,3.054000003562142,4.899491816242327,1.6654275464147192,Iris-versicolor
+4,6.1793998650444815,3.0540000000000007,4.899698285824831,1.6654670491506554,Iris-virginica
+5,6.179422548306074,3.0540000000000007,4.899807910771049,1.665472021071884,Iris-virginica
+6,6.179367530119306,3.0540000000078145,4.899702865869828,1.6658836844391194,Iris-versicolor
+7,5.1089477161730255,3.057970847166398,1.5100224703537182,0.2615308094176815,Iris-setosa
+8,6.179455124849565,3.05400000000003,4.900583612509279,1.6661761264681338,Iris-virginica
+9,6.179377630599054,3.0540000000000007,4.8995873386158415,1.6654444647884836,Iris-versicolor
+10,6.179366669668158,3.05400000000009,4.899511930921894,1.6654392280149675,Iris-versicolor
+11,5.1089477161730255,3.05673712487876,1.5100234342867889,0.2615308394141044,Iris-setosa
+12,6.180317192195793,3.0540000000000003,4.9029042618235135,1.6654935513075977,Iris-virginica
+13,5.1089477161730255,3.060196053587482,1.5100225555349809,0.2615308107738204,Iris-setosa
+14,6.180484692909416,3.054000000000007,4.904895990644231,1.666969615404824,Iris-virginica
+15,5.1089477161730255,3.059154418697801,1.5100224429838396,0.26153080898359765,Iris-setosa
+16,5.1089477161730255,3.060901850872158,1.5100224967551246,0.2615308097638857,Iris-setosa
+17,5.108947716173026,3.05431391906214,1.5100237461902788,0.2615308708952073,Iris-setosa
+18,5.1089477161730255,3.055024839085272,1.5100225468758948,0.2615308111504844,Iris-setosa
+19,5.1089477161730255,3.055127074705195,1.5100224519109775,0.26153080923671396,Iris-setosa
+20,6.182937694982161,3.0540000000000003,4.911466896017893,1.6658599595061492,Iris-virginica
+21,5.1089477161730255,3.077486841393003,1.510022541607855,0.261530810365971,Iris-setosa
+22,6.181246838712229,3.0540000000000003,4.905730217397112,1.6655074813585546,Iris-virginica
+23,5.1089477161730255,3.054001322960317,1.510022502378079,1.6654274876274606,Iris-setosa
+24,6.179366703490869,3.0540000000000957,4.899516632129985,1.6654434754068643,Iris-versicolor
+25,6.17980676509591,3.0540000000000003,4.9013822312052815,1.6655802652310359,Iris-virginica
+26,5.1089477161730255,3.0567885416291665,1.510022661770381,0.26153081337714146,Iris-setosa
+27,6.179366801125564,3.054000000002483,4.89956747028655,1.6655266227756051,Iris-versicolor
+28,5.1089477161730255,3.07177714851534,1.510022531774152,0.26153081023886754,Iris-setosa
+29,5.1089477161730255,3.0540981160764487,1.5100225297622667,0.2615308119632297,Iris-setosa
+30,5.1089477161730255,3.0570592003563757,1.5100225348031324,0.26153081054261895,Iris-setosa
+31,5.1089477161730255,3.056393765767133,1.5100226296125225,0.2615308127043718,Iris-setosa
+0,5.1089477161730255,3.057572648431234,1.5100228752209175,0.26153081914318566,Iris-setosa
+1,5.1089477161730255,3.0550641214294556,1.510022492382066,0.2615308099659096,Iris-setosa
+2,6.179423666117457,3.054000000000003,4.899910913148469,1.6655510844178896,Iris-virginica
+3,6.181700626288004,3.0540000000000007,4.907675774080121,1.6658818837612268,Iris-virginica
+4,6.179493652209375,3.0540000000000123,4.900569485639252,1.6659199842436823,Iris-virginica
+5,6.179366488661689,3.0540000005720063,4.89949394559175,1.6654283469502058,Iris-versicolor
+6,6.1793665863766964,3.0540000000000345,4.899504001746015,1.6654330712230436,Iris-versicolor
+7,5.1089477161730255,3.0568218180978057,1.5100225438434012,0.2615308106568956,Iris-setosa
+8,6.179366498786054,3.0540000000003302,4.899496979429615,1.6654297212802245,Iris-versicolor
+9,5.1089477161730255,3.0649755267096346,1.5100226464637438,0.26153081217344915,Iris-setosa
+10,5.1089477161730255,3.054482758482483,1.5100224637796582,0.26153080954022784,Iris-setosa
+11,5.1089477161730255,3.0575603495121775,1.5100229468921258,0.26153082054846405,Iris-setosa
+12,6.179366489234921,3.054000000000441,4.8994929270943475,1.6654279471659907,Iris-versicolor
+13,6.1793678447432425,3.054000000000166,4.899581716796011,1.6655219562277472,Iris-versicolor
+14,6.18110952417293,3.054000000000001,4.906171579978807,1.6660340745363058,Iris-virginica
+15,5.1089477161730255,3.073071754034361,1.5100225739916247,0.2615308109019536,Iris-setosa
+16,6.1793664995460205,3.0540000000005354,4.89949953857023,1.6654314739793734,Iris-versicolor
+17,6.181203883277486,3.0540000000000003,4.905521047091906,1.6654996893241398,Iris-virginica
+18,6.179369261838593,3.0540000000000025,4.899537383683309,1.6654432196280304,Iris-versicolor
+19,5.1089477161730255,3.065733013423481,1.5100225552589088,0.2615308106391717,Iris-setosa
+20,5.10894771617314,3.05400000136895,4.899491653117921,1.6654275191463819,Iris-versicolor
+21,5.108947716173027,3.0540003696982385,4.89949153989727,1.6654274922032486,Iris-setosa
+22,5.108947716173067,3.0540000082266827,4.899491671992522,1.6654275193311183,Iris-setosa
+23,6.179366489003432,3.0540000000004914,4.899492407209029,1.6654277574925955,Iris-versicolor
+24,6.179756888552084,3.054000000000004,4.901466117141852,1.6659448410109363,Iris-virginica
+25,5.1089477161730255,3.078165618727684,1.5100225407798133,0.2615308103525828,Iris-setosa
+26,5.1089477161730255,3.0645188559880667,1.5100225173338024,0.2615308100037089,Iris-setosa
+27,5.1089477161730255,3.05995509491047,1.510022459976679,0.2615308092174838,Iris-setosa
+28,5.1089477161730255,3.0610798402749344,1.5100224482941635,0.2615308090356807,Iris-setosa
+29,5.1089477161730255,3.0651504460111427,1.5100224765788839,0.2615308094078082,Iris-setosa
+30,6.179377231445966,3.0540000000000505,4.899749432730342,1.6656326832489503,Iris-versicolor
+31,6.1796959458896135,3.054000000000001,4.900992865725722,1.6656623287095869,Iris-virginica
+0,6.179366490515486,3.0540000000002747,4.8994933843135815,1.665428015764568,Iris-versicolor
+1,5.1089477161730255,3.0548468717181594,1.5100225576341602,0.26153081156530955,Iris-setosa
+2,6.179384950550764,3.054000000000001,4.899643710077925,1.6654627345326793,Iris-versicolor
+3,5.1089477161730255,3.0553980661809916,1.5100224676910983,0.2615308094846305,Iris-setosa
+4,5.1089477161730255,3.0547890409796374,1.5100224967873066,0.26153081016323404,Iris-setosa
+5,5.1089477161730255,3.0665871882033917,1.5100224883598956,0.2615308095853388,Iris-setosa
+6,6.179392283628357,3.054000000000001,4.899677882986779,1.6654688964424103,Iris-versicolor
+7,5.1089477161730255,3.058612427897889,1.5100224795083803,0.2615308095490887,Iris-setosa
+8,5.1089477161739705,3.0540000001149026,4.899491681041882,1.6654275335119773,Iris-versicolor
+9,5.108947716173026,3.054119446957589,1.5100235674906115,0.2615308725126219,Iris-setosa
+10,6.1793665174553105,3.0540000000080396,4.899514921590195,1.6654482810889768,Iris-versicolor
+11,6.179441726314721,3.054000000000592,4.901629993133392,1.6701039725512068,Iris-virginica
+12,6.179779837490437,3.0540000000000376,4.903218484919998,1.6679339112976903,Iris-virginica
+13,6.179531757449375,3.054000000000001,4.900285495344163,1.6655602389471456,Iris-virginica
+14,5.1089477161730255,3.0614256500743724,1.510022474437333,0.26153080938722645,Iris-setosa
+15,5.1089477161786405,3.054000000104846,4.899492074121585,1.665427624676219,Iris-versicolor
+16,6.179366489833364,3.0540000000049954,4.899495291187868,1.665429216072222,Iris-versicolor
+17,6.180378062155615,3.0540000000000003,4.903371845392433,1.6656754746217044,Iris-virginica
+18,6.179366511240766,3.054000000000229,4.8995004545857945,1.6654315693087844,Iris-versicolor
+19,6.179962899620897,3.0540000000000003,4.901966440499081,1.6656022495010632,Iris-virginica
+20,6.179385892169339,3.0540000000000007,4.899636891979782,1.6654563344971636,Iris-versicolor
+21,6.179481928749424,3.0540000000000003,4.900059345191932,1.6654610560289873,Iris-virginica
+22,5.1089477161730255,3.0546864833774103,1.5100224762166492,0.2615308097720471,Iris-setosa
+23,5.108947716173026,3.0540007143660075,1.5100225095946405,1.6654274902392916,Iris-setosa
+24,6.1793819592232415,3.0540000000000007,4.899595278745131,1.665445150690918,Iris-versicolor
+25,6.179445214789084,3.054000000000185,4.90109669812271,1.6677221368548119,Iris-virginica
+26,5.1089477161730255,3.0553308650530875,1.5100225458707772,0.2615308109044901,Iris-setosa
+27,5.1089477161730255,3.0541831781476056,1.5100224638543494,0.26153080977236826,Iris-setosa
+28,6.181409981624336,3.0540000000000003,4.9065502918754405,1.6656677080321496,Iris-virginica
+29,5.1089477161730255,3.054354034787084,1.5100225005702752,0.2615308103842094,Iris-setosa
+30,6.181916330709158,3.0540000000000003,4.908189080712918,1.6658021407800097,Iris-virginica
+31,5.1089477161730255,3.055570248834155,1.5100225549809736,0.26153081122550326,Iris-setosa
+0,6.180448226463793,3.0540000000000007,4.903707398909685,1.6657498085596407,Iris-virginica
+1,5.108947716173045,3.0540000421666513,4.89949174582001,1.6654275245729655,Iris-setosa
+2,6.179681720833289,3.0540000000000043,4.901117100008092,1.6659013695919527,Iris-virginica
+3,5.1089477161730255,3.058999139109402,1.510022814311538,0.26153081669114236,Iris-setosa
+4,6.179421566782199,3.0540000000000007,4.8998084831301085,1.6654792349287235,Iris-virginica
+5,6.179367146163084,3.054000000000013,4.899517176273839,1.6654398832599457,Iris-versicolor
+6,6.183244994195019,3.0540000000000003,4.911622931391378,1.6655979141378474,Iris-virginica
+7,5.1089477161730255,3.054133504881065,1.5100224917232858,0.26153081050855526,Iris-setosa
+8,5.1089477161730255,3.0684991899605736,1.5100226559087875,0.2615308127044619,Iris-setosa
+9,5.108947716173047,3.0540000101212703,4.899491620431589,1.6654275102746068,Iris-setosa
+10,6.179368169215507,3.0540000000000154,4.89954038211648,1.6654505396373476,Iris-versicolor
+11,6.180559709841568,3.0540000000000003,4.903660452911064,1.6655040906859573,Iris-virginica
+12,6.180387528707066,3.0540000000000003,4.9030953632581085,1.6654933433071764,Iris-virginica
+13,5.108947716176759,3.0540000113660923,4.899494693097948,1.6654287242955754,Iris-versicolor
+14,6.179366530299026,3.054000000000967,4.899508823151556,1.66543914605518,Iris-versicolor
+15,5.1089477161730255,3.0622216394321295,1.5100224643033588,0.2615308092628404,Iris-setosa
+16,5.1089477161730406,3.0540507757352073,1.5100254694909685,0.2615310877513815,Iris-setosa
+17,6.179377934268642,3.054000000000014,4.899684267901132,1.6655258052901707,Iris-versicolor
+18,6.179366514235647,3.0540000000729073,4.89955128506375,1.665519819630544,Iris-versicolor
+19,6.180183524771652,3.0540000000000003,4.902569132561827,1.6655319654506868,Iris-virginica
+20,6.180658389012853,3.0540000000000007,4.9044069945783875,1.6658290717016455,Iris-virginica
+21,5.108947716173028,3.0540009323763657,1.5100226274179476,1.6654275155936538,Iris-setosa
+22,6.1798771925889815,3.0540000000000025,4.901881382241397,1.6659118978632772,Iris-virginica
+23,6.179366491095205,3.0540000000485397,4.899501577808541,1.6654334777836235,Iris-versicolor

iris/lct_gan/8_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/8_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/8_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/8_4/13/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.180112339968409,3.0540000000000016,4.902815201376064,1.6659458665031646,Iris-virginica
+1,6.179366834622261,3.054000000000011,4.899509037155671,1.6654347182552094,Iris-versicolor
+2,5.108947716173031,3.0540073718831113,1.5100231388990724,1.6654276040760874,Iris-setosa
+3,5.1089477161730255,3.0685316055290275,1.510022527457568,0.26153081015867186,Iris-setosa
+4,6.179366530798828,3.0540000000002494,4.899504512197576,1.6654339542203904,Iris-versicolor
+5,5.1089477161730255,3.0656747386512384,1.5100224943201477,0.2615308096853011,Iris-setosa
+6,5.108947716173038,3.0540019608694804,1.5100230685782563,1.6654276080440804,Iris-setosa
+7,6.180079078496037,3.0540000000000007,4.902413806560844,1.665710410867241,Iris-virginica
+8,6.17936648948253,3.054000007822155,4.89952851036521,1.6654684472033028,Iris-versicolor
+9,6.17973350278781,3.0540000000000003,4.901082392737041,1.6655624680647407,Iris-virginica
+10,6.180251269608907,3.0540000000000003,4.902838579792374,1.6655697871994506,Iris-virginica
+11,5.108947716173173,3.0540002381430718,4.899493543956555,1.6654278930234758,Iris-setosa
+12,5.1089477161730255,3.0551670020201813,1.510022581892159,0.26153081209384615,Iris-setosa
+13,5.1089477161730255,3.058158490001126,1.5100229133868759,0.26153081897285174,Iris-setosa
+14,5.1089477161730255,3.0794601807790944,1.5100225698811351,0.2615308108771257,Iris-setosa
+15,5.108947716173822,3.054000000420412,4.8994918511113354,1.66542756090316,Iris-versicolor
+16,5.1089477161730255,3.065544136994051,1.5100224895774965,0.26153080959944125,Iris-setosa
+17,6.180026840957136,3.0540000000000003,4.902011233366509,1.6655169375110437,Iris-virginica
+18,5.1089477161730255,3.0754621474393375,1.5100227668615205,0.2615308144989512,Iris-setosa
+19,5.108947716173045,3.0540027754974832,1.5100233047601617,1.6654276705198214,Iris-setosa
+20,6.186080101690565,3.0540000000000003,4.919814246015025,1.6657873050436909,Iris-virginica
+21,6.179367768539979,3.0540000000000025,4.899516641482637,1.665435268456502,Iris-versicolor
+22,5.108947716173029,3.0540412646263517,1.5100236929067492,1.6654276535599044,Iris-setosa
+23,5.1089477161730255,3.056013569062585,1.5100225003067682,0.26153080999720574,Iris-setosa
+24,6.180132245635354,3.0540000000000003,4.902564253720533,1.665609743646452,Iris-virginica
+25,6.179377108110728,3.054000000000016,4.899663830192927,1.6655185890564383,Iris-versicolor
+26,6.180150677554046,3.0540000000000003,4.902321313962084,1.6654738654673984,Iris-virginica
+27,6.179391503719796,3.054000000000128,4.9001327100399426,1.666227091280567,Iris-virginica
+28,5.108947716174205,3.0540000075747575,4.899492709637474,1.6654277878737498,Iris-versicolor
+29,5.1089477161730255,3.070240869518592,1.5100225039479185,0.2615308098033209,Iris-setosa
+30,5.1089477161730255,3.0580135794503494,1.5100224767066115,0.26153080949739965,Iris-setosa
+31,5.1089477161730255,3.0713659465248293,1.5100225080815879,0.2615308098617767,Iris-setosa
+0,5.1089477161730255,3.0541733942122016,1.5100224412946115,0.26153080923169914,Iris-setosa
+1,5.1089477161730255,3.057260884638142,1.5100225303845014,0.2615308104255924,Iris-setosa
+2,6.1793664891003655,3.054000000000122,4.899492163577784,1.6654276499597165,Iris-versicolor
+3,5.108947716173128,3.0540002789362584,4.899492851546706,1.6654277148229293,Iris-setosa
+4,5.1089477161730255,3.0542110619157503,1.5100225041678037,0.26153081070134454,Iris-setosa
+5,5.1089477161730255,3.059908958066132,1.510023043542239,0.26153082340047484,Iris-setosa
+6,5.1089477161730255,3.058025109636655,1.510022473577597,0.26153080942871687,Iris-setosa
+7,5.108947716173216,3.05400000032252,4.899491562622984,1.6654275073537324,Iris-versicolor
+8,5.108947716173026,3.0540397230668956,1.510022920260013,1.665427529814455,Iris-setosa
+9,5.1089477161730255,3.0689626239204366,1.5100224906324624,0.26153080959741504,Iris-setosa
+10,5.1089477161730255,3.056405607270079,1.5100225063648416,0.2615308100787148,Iris-setosa
+11,5.1089477161730255,3.0564970570865353,1.5100224708224883,0.2615308094652938,Iris-setosa
+12,6.179379415160252,3.0540000000046743,4.900608044724823,1.6688792807516695,Iris-virginica
+13,5.1089477161730255,3.0542760683820847,1.5100225795016293,0.2615308127363845,Iris-setosa
+14,5.1089477161730255,3.069756355377287,1.510022546566828,0.26153081048365756,Iris-setosa
+15,5.1089477161730255,3.0544420898535516,1.5100227679375033,0.26153081904496506,Iris-setosa
+16,5.1089477161730255,3.074785859027866,1.5100225200132447,0.2615308100332674,Iris-setosa
+17,5.1089477161730255,3.0577761786777966,1.5100226357300712,0.261530812623535,Iris-setosa
+18,6.179366963921622,3.05400000000001,4.899514915216163,1.6654393524991509,Iris-versicolor
+19,6.181329611058291,3.054000000000003,4.907986748914971,1.6668800693785915,Iris-virginica
+20,6.179366488813916,3.054000000233777,4.89949788163414,1.665431095775427,Iris-versicolor
+21,5.1089477161730255,3.057042617462765,1.5100227418063241,0.2615308157117259,Iris-setosa
+22,5.1089477161730255,3.054345213855472,1.5100227680184708,0.2615308191041935,Iris-setosa
+23,5.1089477161730255,3.0564349416691226,1.5100225682681112,0.26153081130574124,Iris-setosa
+24,6.17942837437101,3.054000000000001,4.899834032021086,1.6654947810851577,Iris-virginica
+25,5.1089477161730255,3.05542586573064,1.5100225046490203,0.2615308100785517,Iris-setosa
+26,5.1089477161730255,3.055262198000125,1.5100224647027953,0.26153080942359086,Iris-setosa
+27,6.179366491596018,3.0540000000090535,4.899499794460513,1.665432589789943,Iris-versicolor
+28,5.1089477161730255,3.0767763101635026,1.5100225861521686,0.26153081118043314,Iris-setosa
+29,6.180735901059799,3.0540000000000003,4.9042751329782615,1.6655439827975447,Iris-virginica
+30,6.179737198792613,3.0540000000000003,4.901033059494759,1.665494049652163,Iris-virginica
+31,5.1089477161730255,3.0668124252894557,1.510022499895629,0.26153080972854015,Iris-setosa
+0,5.10894771617305,3.054010959408999,1.5100241536726504,1.6654278707812276,Iris-setosa
+1,5.1089477161730255,3.094978597673381,1.5100226209971832,0.26153081175272647,Iris-setosa
+2,6.180033217439071,3.0540000000000043,4.902900810325679,1.666389498284918,Iris-virginica
+3,5.1089477161730255,3.0554458342681774,1.5100225519030075,0.26153081109953225,Iris-setosa
+4,5.1089477161730255,3.054406209327874,1.5100225420662166,0.2615308115002711,Iris-setosa
+5,6.179628162184656,3.0540000000000003,4.9006242286773976,1.6654745538996623,Iris-virginica
+6,6.179633159974272,3.0540000000000007,4.900720874720556,1.665595442322294,Iris-virginica
+7,6.180003695109423,3.0540000000000003,4.901991368395989,1.6655335262599522,Iris-virginica
+8,6.179409075889369,3.054000000000001,4.899748329099156,1.6654788109942842,Iris-virginica
+9,5.1089477161730255,3.056208856159688,1.5100226718912209,0.26153081362962,Iris-setosa
+10,6.179955684520344,3.0540000000000003,4.9018724566547105,1.6655847603494849,Iris-virginica
+11,6.182047522103768,3.0540000000000007,4.908857791123629,1.6659377142069982,Iris-virginica
+12,5.10894771617344,3.054000008394478,4.899492306665354,1.6654276561095729,Iris-versicolor
+13,5.1089477161730255,3.058513967319241,1.5100227155787989,0.26153081474104095,Iris-setosa
+14,5.1089477161730255,3.054029116177424,1.510022684776484,1.6654275003665084,Iris-setosa
+15,5.108947716173333,3.054001916220573,4.8994976864563204,1.6654288322941475,Iris-setosa
+16,6.17937294804579,3.054000000000022,4.899629462707396,1.665507414550662,Iris-versicolor
+17,5.1089477161730255,3.0557359295577866,1.510022781121131,0.2615308173300342,Iris-setosa
+18,5.1089477161730255,3.075022796145901,1.510022570912496,0.26153081089659364,Iris-setosa
+19,5.1089477161730255,3.07248837844644,1.5100225056301075,0.2615308098198298,Iris-setosa
+20,5.1089477161730255,3.054283496639612,1.5100226207480043,0.26153081403393835,Iris-setosa
+21,6.179366496698949,3.054000000003626,4.8995017458974885,1.6654331673940053,Iris-versicolor
+22,5.1089477161730255,3.0661421128695463,1.510022573092405,0.26153081109076326,Iris-setosa
+23,6.1794182016539665,3.054000000000002,4.899835925952843,1.6655125398451986,Iris-virginica
+24,5.1089477161730255,3.0545786144255307,1.510022649699444,0.26153081431216846,Iris-setosa
+25,6.17957585865345,3.054000000000003,4.900565446417506,1.6656949597132356,Iris-virginica
+26,5.1089477161730255,3.0589205870990877,1.5100224617962539,0.2615308092619967,Iris-setosa
+27,5.1089477161730255,3.0640108934854737,1.5100225950824508,0.26153081137004164,Iris-setosa
+28,5.1089477161730255,3.0540006134697357,1.5100224798995023,1.6654274860645926,Iris-setosa
+29,5.1089477161730255,3.0672530991252054,1.5100225368497378,0.26153081034753706,Iris-setosa
+30,5.1089477161730255,3.0547890845981778,1.5100224920245011,0.2615308099777254,Iris-setosa
+31,6.179366781287338,3.054000000010315,4.899604802596165,1.6656340065728532,Iris-versicolor
+0,6.1793681546889685,3.0540000000000265,4.899552586398324,1.6654642521532292,Iris-versicolor
+1,5.108947716173026,3.0540001677235797,4.899491469834243,1.6654274850505344,Iris-setosa
+2,5.10894771617303,3.0540002061428373,4.89949167310397,1.665427507185179,Iris-setosa
+3,6.179502522226558,3.054000000000704,4.902968120200605,1.6735627006993583,Iris-virginica
+4,5.1089477161730255,3.054336018166645,1.5100225009413555,0.26153081052301075,Iris-setosa
+5,5.108947716173026,3.054000573920536,1.510022478451289,1.665427484775405,Iris-setosa
+6,6.180523623009652,3.0540000000000003,4.903737810861837,1.6656151053940274,Iris-virginica
+7,5.1089477161730255,3.098088615088122,1.5100227235597008,0.2615308136149772,Iris-setosa
+8,5.108947716173034,3.054000805632043,4.899492039216795,1.6654275515294332,Iris-setosa
+9,5.1089477161730255,3.054031669651168,1.5100226425671257,1.6654274959430422,Iris-setosa
+10,6.179976495604325,3.0540000000000003,4.901955650611106,1.6655733662519523,Iris-virginica
+11,5.1089477161730255,3.0728310062557584,1.5100225444760131,0.26153081043718435,Iris-setosa
+12,5.1089477161730255,3.0860443389565098,1.5100225867560617,0.26153081115535615,Iris-setosa
+13,5.1089477161730255,3.0577148623802146,1.510022498136411,0.26153080986542476,Iris-setosa
+14,6.1803342572959865,3.0540000000000003,4.903185011918018,1.665604259065136,Iris-virginica
+15,5.1089477161730255,3.0832836047253105,1.5100226040244358,0.2615308113793526,Iris-setosa
+16,6.179397929094099,3.054000000000045,4.900068753708866,1.66591971665526,Iris-virginica
+17,6.179427822379913,3.0540000000000007,4.89984356902629,1.665494991360514,Iris-virginica
+18,5.1089477161730255,3.0542008828099556,1.5100225760993307,0.2615308130440344,Iris-setosa
+19,6.179768894445591,3.0540000000000003,4.901203565090196,1.6655559942372185,Iris-virginica
+20,5.1089477161730255,3.0680948236543766,1.5100225706709436,0.2615308108558452,Iris-setosa
+21,5.1089477161730255,3.0709552806348555,1.5100225561946987,0.2615308106207457,Iris-setosa
+22,6.179411624055091,3.054000000000322,4.900829021782966,1.6677491852574,Iris-virginica
+23,5.1089477161730255,3.0541191077693557,1.51002248301312,0.2615308103385439,Iris-setosa

iris/lct_gan/8_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/8_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/8_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/8_4/14/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089477161730255,3.0549801519662574,1.5100224781084524,0.26153080974163306,Iris-setosa
+1,5.1089477161730255,3.073143849092047,1.5100227920612233,0.26153081506398707,Iris-setosa
+2,6.180494845048799,3.0540000000000007,4.90385325840302,1.6657759200458977,Iris-virginica
+3,5.108947716173026,3.0540244281653877,1.5100230299577495,1.6654275469007864,Iris-setosa
+4,6.179656061722354,3.054000000000006,4.901099907984428,1.6659919958108091,Iris-virginica
+5,5.1089477161730255,3.0540621433707593,1.5100224720137336,0.2615308101856795,Iris-setosa
+6,5.108947716176525,3.0540000005593675,4.899492507384192,1.665427755212707,Iris-versicolor
+7,5.1089477161730255,3.054014187183335,1.510022525475239,1.665427485188757,Iris-setosa
+8,5.1089477161730255,3.072332972077509,1.5100226664569198,0.26153081273907963,Iris-setosa
+9,5.1089477161730255,3.054106969753409,1.510022492072749,0.26153081071204565,Iris-setosa
+10,5.1089477161730255,3.075616967800475,1.5100225363300754,0.26153081037266784,Iris-setosa
+11,5.10894771617317,3.054000002548119,4.899491746438805,1.6654275407773962,Iris-versicolor
+12,6.1793664945486935,3.0540000000011283,4.8994974048893765,1.6654299874229164,Iris-versicolor
+13,5.1089477161730255,3.06177588713049,1.5100224916588845,0.2615308096400505,Iris-setosa
+14,5.1089477161730255,3.0634805008906296,1.5100225209116016,0.26153081008087614,Iris-setosa
+15,5.1089477161730255,3.0751603888438637,1.5100225195800134,0.2615308100203375,Iris-setosa
+16,5.1089477161730255,3.0630997721103244,1.5100225060364079,0.261530809847817,Iris-setosa
+17,5.108947716173026,3.0540004058858243,4.899491514161425,1.6654274877270256,Iris-setosa
+18,5.1089477161730255,3.0752087409264535,1.5100226440240658,0.26153081222714,Iris-setosa
+19,5.1089477161730255,3.0592441636179575,1.5100226712062725,0.26153081351683954,Iris-setosa
+20,6.1793664889986415,3.054000000015897,4.899494646230874,1.6654287182820524,Iris-versicolor
+21,6.17936662835483,3.054000000049703,4.899618864513662,1.6657126192746443,Iris-versicolor
+22,5.1089477161730255,3.069120078096821,1.510022626833646,0.2615308118924677,Iris-setosa
+23,6.179366616507827,3.0540000000000203,4.899504221271492,1.6654326868884821,Iris-versicolor
+24,5.1089477161730255,3.067317588155915,1.5100229971782568,0.2615308199000822,Iris-setosa
+25,5.1089477161730255,3.07835298667002,1.5100225532811933,0.26153081056054794,Iris-setosa
+26,5.1089477161730255,3.0546738794807404,1.510023601206407,0.2615308543100621,Iris-setosa
+27,5.1089477161730255,3.0891287458987917,1.510022601535722,0.2615308114149485,Iris-setosa
+28,5.1089477161730255,3.055104361268516,1.510023835954102,0.26153086468673564,Iris-setosa
+29,6.1793664915282465,3.054000002437022,4.899548598474175,1.6655092038666248,Iris-versicolor
+30,6.1793667325005215,3.0540000000003147,4.8995291560035,1.6654588068926022,Iris-versicolor
+31,5.108947716173491,3.054000000926462,4.899491864838835,1.665427574371605,Iris-versicolor
+0,6.1793959340932405,3.054000000000003,4.899757329311635,1.6655091142201701,Iris-virginica
+1,6.180292311724337,3.0540000000000003,4.902804917624393,1.6654896237312442,Iris-virginica
+2,5.108947716173029,3.0540649252789995,1.5100237348530257,0.26153089050016487,Iris-setosa
+3,5.1089477161730255,3.054005776305542,1.5100225583852351,1.6654274904874562,Iris-setosa
+4,5.1089477161730255,3.054212317269413,1.5100225553130955,0.26153081234883147,Iris-setosa
+5,5.1089477161730255,3.0551169155597875,1.510022442324897,0.26153080906308235,Iris-setosa
+6,5.108947716173026,3.0540045655121553,1.5100226489541075,1.6654275059579382,Iris-setosa
+7,5.1089477161730255,3.0814388586317856,1.5100225569176176,0.26153081062118966,Iris-setosa
+8,6.182784300020188,3.0540000000000003,4.910435815464307,1.665669539118976,Iris-virginica
+9,6.179366538241336,3.0540000000084015,4.899531117431294,1.6654741879442014,Iris-versicolor
+10,6.180558098574851,3.0540000000000003,4.903717565018864,1.6655167314605666,Iris-virginica
+11,6.1793665053822,3.0540000000008596,4.899501339548754,1.6654329353542288,Iris-versicolor
+12,6.179913940171845,3.0540000000000007,4.901837198496308,1.6657004578167136,Iris-virginica
+13,5.1089477161730255,3.054005606372621,1.5100224573827676,1.6654274798660698,Iris-setosa
+14,6.179816992487002,3.0540000000000003,4.901361181015967,1.6655548273166838,Iris-virginica
+15,6.179366488864749,3.0540000000032457,4.899493010030236,1.665427973545498,Iris-versicolor
+16,6.179366689209943,3.0540000000000194,4.8995080444127925,1.665435623030916,Iris-versicolor
+17,5.1089477161730255,3.0747839995800605,1.5100226000109422,0.2615308114222633,Iris-setosa
+18,5.1089477161730255,3.0540675823059003,1.510022555643217,0.2615308129838773,Iris-setosa
+19,6.179366528500717,3.054000000000374,4.8995039498362045,1.6654340304187618,Iris-versicolor
+20,5.1089477161730255,3.0563743216582733,1.5100232241849267,0.2615308311554328,Iris-setosa
+21,5.108947716173033,3.054000145000751,4.899491673354804,1.6654275052933545,Iris-setosa
+22,6.181356042490523,3.0540000000000003,4.906276417027045,1.6655852192363556,Iris-virginica
+23,5.108947716173046,3.0540006796320975,4.899492370919031,1.6654276045824665,Iris-setosa
+24,5.1089477161730255,3.0540175999835135,1.5100225835371026,1.6654274911993425,Iris-setosa
+25,5.108947716173093,3.054001515222507,4.899493881268417,1.6654278709740913,Iris-setosa
+26,6.179379110903102,3.0540000000000576,4.8997752236238465,1.6656567009921703,Iris-versicolor
+27,5.1089477161730255,3.054176342953812,1.5100224946422425,0.26153081055137234,Iris-setosa
+28,5.1089477161730255,3.067062753651513,1.5100224976479053,0.2615308096994932,Iris-setosa
+29,6.179393934865737,3.0540000000012943,4.900587268611248,1.6677771792172487,Iris-virginica
+30,6.179431737582001,3.0540000000000007,4.899851862919695,1.665479930061531,Iris-virginica
+31,5.1089477161730255,3.0560170657904067,1.5100224765720387,0.2615308095492941,Iris-setosa
+0,6.181147629685266,3.0540000000000003,4.905745615275061,1.665652801868434,Iris-virginica
+1,5.1089477161730255,3.0541867621376624,1.5100225462001111,0.2615308117694092,Iris-setosa
+2,6.179366984123927,3.054000000104092,4.899794504949835,1.6663926439909944,Iris-versicolor
+3,6.17954766288024,3.0540000000000003,4.900332512524309,1.6654932541131597,Iris-virginica
+4,5.1089477161730255,3.062008755197158,1.5100224629288177,0.2615308092248669,Iris-setosa
+5,6.179381540453156,3.054000000000278,4.899959762190278,1.6659964175705726,Iris-virginica
+6,5.108947716173026,3.0540023802734417,1.5100225932666829,1.6654274993265603,Iris-setosa
+7,5.1089477161730255,3.054054376101083,1.5100226691112442,0.2615308179981361,Iris-setosa
+8,5.1089477161730255,3.0575807821067107,1.5100226129747973,0.2615308119433512,Iris-setosa
+9,6.179366963820986,3.0540000000012135,4.899576308484114,1.6655495258899315,Iris-versicolor
+10,5.1089477161730255,3.0584430889521865,1.51002253714879,0.2615308105821028,Iris-setosa
+11,5.1089477161730255,3.060379886969076,1.5100224667512074,0.26153080929161016,Iris-setosa
+12,6.181019987452231,3.0540000000000003,4.905255821507136,1.6655713361306244,Iris-virginica
+13,6.180687706066999,3.0540000000000003,4.904330068895376,1.6656595593045087,Iris-virginica
+14,6.179635266194168,3.0540000000000003,4.900692326092594,1.665512350885409,Iris-virginica
+15,5.1089477161730255,3.08753321088873,1.5100227230208343,0.2615308136602109,Iris-setosa
+16,5.1089477161730255,3.066245066711246,1.5100225127666767,0.2615308099962456,Iris-setosa
+17,6.180796147306283,3.0540000000000003,4.904625043569619,1.6656278237203392,Iris-virginica
+18,6.17952171700017,3.0540000000000016,4.90031951254038,1.6656151954100793,Iris-virginica
+19,6.1889803036992035,3.0540000000000007,4.930134247207208,1.667013529473888,Iris-virginica
+20,5.108947716173026,3.054425644104278,1.5100243728878844,0.26153091116044874,Iris-setosa
+21,5.1089477161730255,3.097492036615826,1.510022673569984,0.2615308127947068,Iris-setosa
+22,5.1089477161730255,3.054047830203987,1.5100225060614758,0.26153081148501656,Iris-setosa
+23,5.1089477161730255,3.054449019113972,1.5100224665363047,0.2615308096507835,Iris-setosa
+24,5.1089477161730255,3.06492126947159,1.5100224902890256,0.2615308096318818,Iris-setosa
+25,6.181174002031618,3.054000000000001,4.9066266696023915,1.6661318805771912,Iris-virginica
+26,5.108947716173026,3.0540018616219333,1.5100225953847413,1.665427502057664,Iris-setosa
+27,5.108947716173026,3.054014333897528,1.5100229097741442,1.6654275405426953,Iris-setosa
+28,6.179375137638434,3.054000000000005,4.899606520357313,1.6654708221525099,Iris-versicolor
+29,6.182561473397519,3.0540000000000003,4.9096555932595765,1.665574811339038,Iris-virginica
+30,6.179408394138643,3.054000000000003,4.899827577268717,1.6655268286349114,Iris-virginica
+31,6.17938740416301,3.054000000000003,4.899692740749873,1.665488526122942,Iris-versicolor
+0,6.179368768176964,3.0540000000000047,4.899539201624392,1.665445425048387,Iris-versicolor
+1,5.1089477161730255,3.05422812262607,1.5100225369132017,0.2615308115841996,Iris-setosa
+2,5.1089477161730255,3.069762266972388,1.510022506602643,0.2615308098451114,Iris-setosa
+3,6.179366579035152,3.0540000000055914,4.899542962584148,1.665487155968516,Iris-versicolor
+4,5.1089477161730255,3.0602047708558846,1.5100224942587095,0.2615308097110238,Iris-setosa
+5,6.179396299542785,3.054000000000011,4.8998354523783005,1.6655741941498339,Iris-virginica
+6,6.179366534440848,3.054000000009961,4.899531997597317,1.6654721759713738,Iris-versicolor
+7,5.1089477161730255,3.067951647783263,1.510022539181555,0.2615308103354609,Iris-setosa
+8,5.1089477161730255,3.054644776959265,1.5100224698582922,0.2615308096556653,Iris-setosa
+9,6.179449107153128,3.054000000000001,4.8999301411982366,1.665511833729617,Iris-virginica
+10,6.1793678786755475,3.0540000000003658,4.899601757631798,1.6655681564470883,Iris-versicolor
+11,5.1089477161730255,3.0949531739506577,1.5100227352534312,0.2615308137281746,Iris-setosa
+12,5.108947716173032,3.0540042485675065,1.5100230556728138,1.6654275914266408,Iris-setosa
+13,6.17972468548386,3.0540000000000003,4.901005145295951,1.6655076966489637,Iris-virginica
+14,6.179366491196216,3.054000000000847,4.899494835815195,1.6654286864935013,Iris-versicolor
+15,5.108947716173087,3.0540234985766923,1.5100262250778633,1.6654284715429186,Iris-setosa
+16,5.1089477161730255,3.083629458797315,1.510022568577003,0.26153081085013574,Iris-setosa
+17,5.1089477161765355,3.054000000039761,4.8994917969828755,1.6654275647500032,Iris-versicolor
+18,6.181332565875174,3.0540000000000003,4.9062044682858765,1.6656370120741177,Iris-virginica
+19,6.179384688557338,3.0540000000004146,4.900138017191755,1.6664921893311362,Iris-virginica
+20,5.108947716173618,3.0540010746199684,4.899499102838353,1.665429588983918,Iris-setosa
+21,5.1089477161730255,3.0597390467968846,1.5100224529937305,0.26153080911753684,Iris-setosa
+22,6.179763650573743,3.0540000000000003,4.901150647660292,1.6655240128262587,Iris-virginica
+23,5.1089477161730255,3.0542830685037674,1.5100227797795407,0.26153082030601965,Iris-setosa

iris/lct_gan/8_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/8_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/8_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/8_4/15/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179872479749301,3.0540000000000043,4.902042801224543,1.6661318406097072,Iris-virginica
+1,5.1089477161730255,3.084741015766608,1.5100226111347241,0.26153081163934533,Iris-setosa
+2,5.1089477161730255,3.0793286413484466,1.5100235329969478,0.261530835161969,Iris-setosa
+3,6.179366533028609,3.0540000000000336,4.899500197180247,1.6654307465203462,Iris-versicolor
+4,6.179366685392525,3.0540000000004097,4.899522699953424,1.6654499582003066,Iris-versicolor
+5,5.1089477161730255,3.056330316940504,1.5100225674508843,0.26153081130382116,Iris-setosa
+6,5.1089477161730255,3.054843402861931,1.510022479473804,0.26153080981523663,Iris-setosa
+7,5.108947716173026,3.0540258976985974,1.5100229896941872,1.6654275447647242,Iris-setosa
+8,6.179379622768306,3.0540000000000957,4.899851602401178,1.6657804174074198,Iris-virginica
+9,5.1089477161730255,3.0800536311933073,1.5100225494267467,0.26153081048104454,Iris-setosa
+10,5.1089477161730255,3.0572780324094575,1.510022673010613,0.26153081358713975,Iris-setosa
+11,6.179391119163204,3.0540000000001597,4.900134234702275,1.6662034142168154,Iris-virginica
+12,5.1089477161730255,3.0650632644726037,1.5100224687372434,0.26153080928239075,Iris-setosa
+13,6.179366488746282,3.054000000004512,4.899492380675499,1.6654277359798588,Iris-versicolor
+14,5.1089477161730255,3.0542515983306986,1.5100226091478943,0.26153081390984945,Iris-setosa
+15,5.1089477161730255,3.0551023159765496,1.510022655772483,0.2615308139256783,Iris-setosa
+16,5.1089477161730255,3.0542403026632226,1.5100225923820665,0.26153081320754173,Iris-setosa
+17,5.108947716173026,3.054007644030478,1.5100227060426106,1.665427510237163,Iris-setosa
+18,6.179370398342054,3.054000000000025,4.899608508652223,1.665501591794218,Iris-versicolor
+19,5.108947716174184,3.054000001150821,4.899492095366577,1.6654276203118572,Iris-versicolor
+20,5.108947716173027,3.054000145187275,4.899491560299444,1.66542749407529,Iris-setosa
+21,5.1089477161730255,3.054230003656752,1.5100225849768267,0.2615308128477403,Iris-setosa
+22,6.179367524825873,3.0540000000001406,4.899560229135893,1.6654804245093944,Iris-versicolor
+23,5.1089477161730255,3.0540480387441273,1.5100226110150232,1.6654274913237312,Iris-setosa
+24,5.1089477161730255,3.0579272922176597,1.5100224717319226,0.26153080942105883,Iris-setosa
+25,6.1794306670480355,3.0540000000000003,4.8998394583298905,1.6654660873438598,Iris-virginica
+26,5.1089477161730255,3.0540109661426427,1.5100225125865503,1.6654274844747883,Iris-setosa
+27,6.1793664906816845,3.054000000001218,4.899494429760162,1.665428567537545,Iris-versicolor
+28,5.1089477161730255,3.059526617764395,1.5100224725831193,0.2615308094092612,Iris-setosa
+29,5.1089477161730255,3.0620637513845907,1.5100224945222664,0.2615308096988852,Iris-setosa
+30,6.179366488664068,3.0540000394336944,4.899508007327377,1.6654386054283685,Iris-setosa
+31,5.1089477161730255,3.0775609858680535,1.5100225522052104,0.2615308105291689,Iris-setosa
+0,5.1089477161730255,3.0543132406353632,1.5100225268622518,0.2615308112002331,Iris-setosa
+1,5.1089477161730255,3.054901926868601,1.5100224817889738,0.26153080982663757,Iris-setosa
+2,6.179366489044691,3.054000000004346,4.899493639523714,1.6654283629327984,Iris-versicolor
+3,5.1089477161730255,3.058804601426112,1.5100224789262855,0.2615308095482587,Iris-setosa
+4,6.179591822712672,3.0540000000000003,4.90050013519472,1.665467846097952,Iris-virginica
+5,6.179366499643401,3.054000000198596,4.899538570434925,1.6654915478100178,Iris-versicolor
+6,6.179970121257499,3.0540000000000003,4.901931481527814,1.6655491224553958,Iris-virginica
+7,5.1089477161730255,3.0742143661968737,1.510022678532833,0.2615308128361676,Iris-setosa
+8,6.179648687839392,3.0540000000000003,4.900781592902953,1.6655414121083496,Iris-virginica
+9,5.1089477161730255,3.0778074504424637,1.5100225445866369,0.2615308104479693,Iris-setosa
+10,5.108947716173026,3.0540017207586057,1.5100225785612509,1.6654275016586226,Iris-setosa
+11,5.1089477161730255,3.0580484770998893,1.5100225826329694,0.26153081151864765,Iris-setosa
+12,6.18091967392019,3.0540000000000003,4.904827719696588,1.6655411671545737,Iris-virginica
+13,6.179376571789808,3.054000000000011,4.899667800675892,1.6655264756822645,Iris-versicolor
+14,6.17936679346926,3.0540000000000838,4.899518797400083,1.6654438033877992,Iris-versicolor
+15,5.1089477161730255,3.0540058923901463,1.5100224678963239,1.6654274808059564,Iris-setosa
+16,5.108947716173038,3.054000008430998,4.89949151769739,1.6654274934603333,Iris-setosa
+17,5.1089477161730255,3.055733855186793,1.510022581355068,0.2615308116979913,Iris-setosa
+18,5.1089477161730255,3.063467611134045,1.5100225654559651,0.26153081088329555,Iris-setosa
+19,6.179366495269417,3.0540000000025542,4.899499996647096,1.6654317495328559,Iris-versicolor
+20,5.1089477161730255,3.0552990309645507,1.5100224865695457,0.26153080977654153,Iris-setosa
+21,6.179366575892146,3.054000000007588,4.899542635110051,1.665484995895514,Iris-versicolor
+22,6.179830801371321,3.0540000000000003,4.901475081812424,1.6655922758550468,Iris-virginica
+23,5.1089477161730255,3.0698604007389974,1.5100226431894603,0.2615308121779392,Iris-setosa
+24,5.108947716173026,3.054008128835523,1.5100227999194986,1.6654275279438417,Iris-setosa
+25,5.1089477161730255,3.072379065454236,1.5100225054320398,0.26153080981290405,Iris-setosa
+26,5.1089477161730255,3.0665530934972227,1.5100224824780728,0.26153080949539015,Iris-setosa
+27,6.17968895593415,3.054000000000013,4.901758978355044,1.6665032474774966,Iris-virginica
+28,6.182135371303848,3.0540000000000003,4.909249943186439,1.6659018397196783,Iris-virginica
+29,5.1089477161730255,3.0561414988703666,1.5100224711637933,0.26153080948476654,Iris-setosa
+30,6.179366499205303,3.05400000000351,4.899502560794189,1.665434089896043,Iris-versicolor
+31,5.1089477161734305,3.0540000206052147,4.899492725196218,1.665427757660119,Iris-setosa
+0,5.1089477161730334,3.0540102651228644,1.5100234377233324,1.6654276737028808,Iris-setosa
+1,5.1089477161730255,3.085527422126043,1.510022675243396,0.2615308127876601,Iris-setosa
+2,6.183075512535765,3.0540000000000016,4.913321365363206,1.6666672852469542,Iris-virginica
+3,6.1795252025659915,3.0540000000000007,4.9002765974093245,1.6655442230357693,Iris-virginica
+4,5.1089477161730255,3.0543121603847334,1.5100224889124276,0.2615308102397219,Iris-setosa
+5,5.1089477161730255,3.0687084639689615,1.5100225089579151,0.2615308098696414,Iris-setosa
+6,6.180120424101993,3.054000000000015,4.904005800849753,1.6675494626422556,Iris-virginica
+7,5.1089477161730255,3.054227553396573,1.5100225443400712,0.2615308118885238,Iris-setosa
+8,6.179366488660517,3.0540000001752046,4.899492806756728,1.6654278578583916,Iris-versicolor
+9,5.1089477161730255,3.057158927331673,1.5100230380452997,0.26153082375968983,Iris-setosa
+10,6.179370229485279,3.0540000000003333,4.899691176014346,1.665646098954329,Iris-versicolor
+11,6.179557077056154,3.0540000000000043,4.9005433529816065,1.6657457567030194,Iris-virginica
+12,5.1089477161730255,3.0624106478743047,1.5100225093161677,0.26153080994024974,Iris-setosa
+13,5.1089477161730255,3.0619630055365405,1.5100236533153824,0.2615308434780994,Iris-setosa
+14,5.1089477161730255,3.057394461814296,1.510022559752631,0.2615308110900102,Iris-setosa
+15,6.1793686770847005,3.05400000000021,4.899617008529913,1.6655593980623806,Iris-versicolor
+16,5.1089477161730255,3.0544773537076524,1.5100227730212283,0.26153081892377633,Iris-setosa
+17,5.1089477161730255,3.066587969815435,1.5100224857961784,0.2615308095436412,Iris-setosa
+18,5.108947716173027,3.0540002057539564,4.899491539646579,1.6654274910067044,Iris-setosa
+19,5.1089477161730255,3.0546900405272237,1.5100225833294951,0.26153081222619173,Iris-setosa
+20,5.1089477161730255,3.0670933637041977,1.5100224912195017,0.26153080960570313,Iris-setosa
+21,5.108947716173026,3.054224135579571,1.5100236833222753,0.2615308712926703,Iris-setosa
+22,6.181597335629368,3.0540000000000105,4.909999599448513,1.668520303414533,Iris-virginica
+23,5.108947716173936,3.054000000061865,4.899491645903313,1.6654275272515158,Iris-versicolor
+24,6.1794262485702,3.054000000000005,4.900021144652146,1.6656166938975983,Iris-virginica
+25,5.1089477161730255,3.054172767528988,1.5100224616521978,0.2615308096375107,Iris-setosa
+26,5.1089477161730255,3.0637199076129358,1.5100225528304332,0.26153081064751116,Iris-setosa
+27,5.108947716173026,3.0540089725431425,1.5100226682005222,1.6654275044802151,Iris-setosa
+28,6.179449408753647,3.054000000000117,4.901073498026623,1.6673090769866004,Iris-virginica
+29,5.1089477161730255,3.092743148592729,1.51002260653988,0.26153081152807967,Iris-setosa
+30,5.1089477161730255,3.0544609626450607,1.5100224959259327,0.2615308102893681,Iris-setosa
+31,5.1089477161730255,3.0642001369747307,1.5100224804927058,0.26153080948213614,Iris-setosa
+0,6.181308445938341,3.0540000000000003,4.906184759846314,1.6656130551615103,Iris-virginica
+1,6.180666097802949,3.0540000000000007,4.904367142695629,1.6657496199375863,Iris-virginica
+2,6.1793675515921835,3.0540000000000025,4.899518416481828,1.6654364554675158,Iris-versicolor
+3,6.179366642837593,3.0540000000325076,4.899602511608783,1.6656579903003799,Iris-versicolor
+4,6.179421863562381,3.0540000000000123,4.90009623309946,1.6657193295042265,Iris-virginica
+5,5.1089477161731205,3.054000007968861,4.899491806663341,1.66542754701585,Iris-versicolor
+6,6.179366490410369,3.0540000000018197,4.8994948603739195,1.665428802832008,Iris-versicolor
+7,6.186518867509255,3.0540000000000003,4.921495309545258,1.6661628350366506,Iris-virginica
+8,5.1089477161730255,3.054126577834273,1.5100224986776907,0.2615308108435181,Iris-setosa
+9,5.1089477161730255,3.055349453997072,1.510022479476586,0.2615308097283759,Iris-setosa
+10,5.1089477161730255,3.055678139268292,1.5100224465727723,0.2615308091078503,Iris-setosa
+11,5.1089477161730255,3.0574386080030402,1.5100224830663,0.26153080962721403,Iris-setosa
+12,6.1794244756942325,3.0540000000000016,4.899909734085385,1.66553419765888,Iris-virginica
+13,5.1089477161730255,3.056321127968026,1.5100224832193831,0.26153080964145015,Iris-setosa
+14,5.1089477161730255,3.0540073875286526,1.5100225213918181,1.6654274863935714,Iris-setosa
+15,5.1089477161730255,3.0880434304872737,1.5100225901383184,0.26153081117999855,Iris-setosa
+16,5.1089477161730255,3.056666475924097,1.5100225025921752,0.2615308099599431,Iris-setosa
+17,5.1089477161730255,3.0540069477563234,1.5100225007116308,1.6654274839625423,Iris-setosa
+18,5.1089477161730255,3.0596274610120924,1.5100225216607637,0.26153081016708124,Iris-setosa
+19,6.181203417562231,3.0540000000000007,4.906171999739726,1.665925307107076,Iris-virginica
+20,6.181766804390819,3.0540000000000003,4.907773835546154,1.665734237961994,Iris-virginica
+21,5.1089477161730255,3.0756736769337647,1.5100226561295602,0.2615308125348294,Iris-setosa
+22,6.179366496390982,3.054000000245192,4.8995362751238885,1.6654933519799675,Iris-versicolor
+23,6.179367138308592,3.054000000001976,4.899621291989296,1.6656400284721293,Iris-versicolor

iris/lct_gan/8_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/8_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/8_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/8_4/16/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089477161730255,3.0773475244798023,1.5100225599683277,0.26153081067495904,Iris-setosa
+1,5.1089477161730255,3.061638065020136,1.5100224828953444,0.26153080954439173,Iris-setosa
+2,6.179371142530769,3.0540000000000105,4.899582225423913,1.6654697521142523,Iris-versicolor
+3,5.1089477161730255,3.054203547829815,1.5100226618125399,0.2615308164098639,Iris-setosa
+4,5.1089477161730255,3.0541588764703254,1.5100225426854257,0.2615308119166009,Iris-setosa
+5,6.1797259494685255,3.0540000000000003,4.901042312995236,1.6655295842119537,Iris-virginica
+6,6.179366569818542,3.054000000130819,4.899617574220286,1.6656900408833801,Iris-versicolor
+7,5.108947716174919,3.054000000029328,4.899491616547032,1.6654275201715272,Iris-versicolor
+8,6.180220577980152,3.0540000000000003,4.902797906757204,1.66560828260296,Iris-virginica
+9,5.1089477161730255,3.054114947808298,1.5100225403731378,0.26153081202962625,Iris-setosa
+10,6.179386496974433,3.054000000000001,4.899646061901815,1.6654615024132746,Iris-versicolor
+11,5.1089477161730255,3.0859943190055854,1.5100226049550372,0.2615308115027059,Iris-setosa
+12,6.180165232724403,3.0540000000000003,4.902461205737105,1.665528098896117,Iris-virginica
+13,5.1089477161730255,3.0545436031766093,1.5100225189078056,0.2615308108392682,Iris-setosa
+14,6.179366673398876,3.054000000006955,4.8995734184262805,1.665561440877463,Iris-versicolor
+15,6.179399883928216,3.0540000000000007,4.899699776948304,1.6654675657552376,Iris-virginica
+16,6.179776077170916,3.0540000000000003,4.901256698067722,1.6655792158806668,Iris-virginica
+17,6.179376956930561,3.054000000000001,4.899602961476506,1.6654556167711296,Iris-versicolor
+18,6.179516646812922,3.054000000000002,4.900286434920745,1.6656145979497223,Iris-virginica
+19,6.179366489159482,3.054000000223065,4.89950149154079,1.6654334615711277,Iris-versicolor
+20,5.1089477161730255,3.0540592943744875,1.5100228127310458,0.26153082524608806,Iris-setosa
+21,6.179401666104437,3.054000000000029,4.900036788514292,1.6658376244628246,Iris-virginica
+22,6.179598769857016,3.054000000000003,4.900728446832326,1.665763744721697,Iris-virginica
+23,6.180337576127206,3.0540000000000083,4.904446350877492,1.6670976154524162,Iris-virginica
+24,6.179366489085893,3.05400006780201,4.899581712130373,1.6655345776431063,Iris-setosa
+25,6.179366534236368,3.054000000000171,4.899504050839038,1.6654340612741596,Iris-versicolor
+26,6.179472255299352,3.05400000000006,4.901044834980589,1.666886392805515,Iris-virginica
+27,5.1089477161730255,3.0544356153931354,1.5100230254647273,0.26153082998440413,Iris-setosa
+28,5.1089477161730255,3.056701538589567,1.5100225293956249,0.2615308105533766,Iris-setosa
+29,6.180019437444087,3.0540000000000007,4.902189635860795,1.6656879621154048,Iris-virginica
+30,5.1089477161730255,3.0806036123865703,1.5100225758437504,0.26153081092794994,Iris-setosa
+31,6.18024275313749,3.0540000000000003,4.902753588172714,1.6655242895016762,Iris-virginica
+0,5.1089477161730255,3.0546982434288954,1.5100224562133522,0.26153080939022194,Iris-setosa
+1,6.1793665113107625,3.0540000000049394,4.899508454599686,1.6654395588156745,Iris-versicolor
+2,5.108947716173034,3.0540805844670103,1.5100246930959713,0.2615309799456616,Iris-setosa
+3,5.1089477161730255,3.09637001200183,1.5100226455113126,0.2615308122373707,Iris-setosa
+4,5.1089477161730255,3.0803645856033826,1.5100225524715305,0.26153081055180655,Iris-setosa
+5,6.17936649260965,3.0540000000003005,4.899494441635327,1.6654284407061402,Iris-versicolor
+6,5.1089477161730255,3.071713793667296,1.510022502793056,0.26153080977686377,Iris-setosa
+7,6.179371938248057,3.0540000000004133,4.899761278371745,1.6657766387214141,Iris-versicolor
+8,6.1795817545615135,3.0540000000000003,4.90046192757098,1.6654858951129239,Iris-virginica
+9,6.179935340894564,3.0540000000000007,4.901860133701369,1.6656459007737245,Iris-virginica
+10,5.1089477161730255,3.0603424504890695,1.5100225693531084,0.26153081107912307,Iris-setosa
+11,5.1089477161730255,3.0540023207969194,1.5100225013782125,1.6654274868704162,Iris-setosa
+12,6.179665710150253,3.0540000000000003,4.900818593616342,1.6655046023678863,Iris-virginica
+13,5.108947716173026,3.054014648336516,1.5100227009919427,1.6654275053569259,Iris-setosa
+14,5.1089477161730255,3.055828518587882,1.5100224579867483,0.26153080925879973,Iris-setosa
+15,6.179984916431563,3.0540000000000003,4.901946671088659,1.6655439383821489,Iris-virginica
+16,5.108947716173042,3.0540000027599388,4.899491473957624,1.6654274888094716,Iris-versicolor
+17,5.1089477161730255,3.065939241479273,1.5100226685388454,0.26153081295846403,Iris-setosa
+18,6.17941659863901,3.0540000000000336,4.900186392341465,1.6658990637128284,Iris-virginica
+19,5.1089477161730255,3.05947682199365,1.5100225578841517,0.2615308108412202,Iris-setosa
+20,6.1794065484892196,3.0540000000000016,4.899754755466853,1.6654871559111648,Iris-virginica
+21,6.179428178507418,3.0540000000000664,4.900542142162866,1.6663953860458747,Iris-virginica
+22,6.1793925307046145,3.0540000000001615,4.900204687116927,1.6663724439963878,Iris-virginica
+23,6.179815800311724,3.054000000000001,4.901516779822463,1.665723875270246,Iris-virginica
+24,5.1089477161730255,3.0546139581714904,1.5100224552118042,0.261530809388043,Iris-setosa
+25,6.179778465399527,3.0540000000000003,4.901206969882788,1.665524748790006,Iris-virginica
+26,6.183106354667934,3.0540000000000016,4.914092058916913,1.6669831866086948,Iris-virginica
+27,6.179400844087382,3.054000000000002,4.899755158763686,1.665496283765694,Iris-virginica
+28,5.1089477161730255,3.0583632687340723,1.5100224433981542,0.26153080899348763,Iris-setosa
+29,6.17936648862904,3.0540000000116887,4.899491675435001,1.665427523882684,Iris-versicolor
+30,6.179920830169338,3.0540000000000003,4.901789909341182,1.6656045543351197,Iris-virginica
+31,6.179661525357945,3.0540000000000003,4.900769832659838,1.6654890193759864,Iris-virginica
+0,6.1793665413146135,3.0540000000014924,4.899515040389937,1.6654480759895753,Iris-versicolor
+1,6.179581988290614,3.0540000000000003,4.900489931369593,1.665509895688988,Iris-virginica
+2,6.1793667662595535,3.0540000002144794,4.8997998862144625,1.666412243657679,Iris-versicolor
+3,6.179392906718047,3.054000000000009,4.899809364251856,1.665562313560338,Iris-virginica
+4,5.1089477161730255,3.074276914479246,1.510022610223577,0.2615308114917773,Iris-setosa
+5,5.1089477161730255,3.054215755185154,1.5100225007992496,0.26153081049707155,Iris-setosa
+6,5.1089477161730255,3.0560155792383568,1.5100224735104073,0.26153080954411545,Iris-setosa
+7,5.108947716173096,3.0540000047557205,4.899491696694544,1.665427525972229,Iris-versicolor
+8,5.1089477161730255,3.0683454546798004,1.510022489364213,0.2615308095795262,Iris-setosa
+9,6.181322575132619,3.0540000000000003,4.905891321950407,1.6654994738871665,Iris-virginica
+10,6.180924134468392,3.0540000000000003,4.905042571235234,1.665628814049848,Iris-virginica
+11,6.179473532410581,3.054000000000208,4.901523406495068,1.6683267749437363,Iris-virginica
+12,6.179367162870986,3.05400000000027,4.8995519852026845,1.6654803460464431,Iris-versicolor
+13,5.1089477161730255,3.05791101279237,1.51002246199224,0.26153080927522354,Iris-setosa
+14,6.179377792144987,3.0540000000000456,4.899717801849545,1.665574308062261,Iris-versicolor
+15,5.1089477161730255,3.0805373838464636,1.5100225494174824,0.26153081048846794,Iris-setosa
+16,5.1089477161730255,3.0586177192745767,1.5100231364028824,0.26153082699385244,Iris-setosa
+17,5.1089477161730255,3.059769109077174,1.5100225227339585,0.2615308101616538,Iris-setosa
+18,5.108947716173028,3.054062168500472,1.5100237545364847,0.26153090186880656,Iris-setosa
+19,6.179407740329524,3.054000000000285,4.9005164511531145,1.6668395925131465,Iris-virginica
+20,6.179366934788803,3.054000000000123,4.899528723680777,1.6654518951910884,Iris-versicolor
+21,6.179366489071985,3.054000000001614,4.899493089531017,1.6654280029916568,Iris-versicolor
+22,5.1089477161730255,3.054016504173026,1.5100224717507391,1.6654274799018494,Iris-setosa
+23,5.1089477161730255,3.0596539484838523,1.510022501722587,0.2615308098401541,Iris-setosa
+24,5.1089477161730255,3.0564486744156265,1.51002265476489,0.2615308133105597,Iris-setosa
+25,5.108947716173141,3.0540000030915033,4.899491685458642,1.6654275221823325,Iris-versicolor
+26,6.179392960991762,3.0540000000000025,4.899715232523837,1.6654883916086534,Iris-virginica
+27,5.1089477161730255,3.0559910162145805,1.510022497207135,0.2615308099978442,Iris-setosa
+28,5.1089477161730255,3.0681781462350024,1.5100225074593534,0.26153080985524374,Iris-setosa
+29,6.179367266329914,3.054000000000026,4.899527325836489,1.6654479133349152,Iris-versicolor
+30,6.179376255406244,3.0540000000001095,4.899783769315177,1.6657292085588316,Iris-virginica
+31,6.179370635085567,3.0540000000000673,4.899630043701552,1.665535943954995,Iris-versicolor
+0,5.1089477161730255,3.0544104626889546,1.510022525119512,0.2615308109579317,Iris-setosa
+1,5.1089477161730255,3.054076375296743,1.5100225154917664,0.2615308114405017,Iris-setosa
+2,5.1089477161730255,3.0731494580237824,1.5100225870551514,0.2615308111198432,Iris-setosa
+3,5.108947716173028,3.0540164946377586,1.5100230592263328,1.6654275615694207,Iris-setosa
+4,6.179367782279213,3.0540000000001113,4.89956152855902,1.6654843725314863,Iris-versicolor
+5,5.1089477161730255,3.0655425182280176,1.510022469541336,0.26153080931247535,Iris-setosa
+6,5.108947716173339,3.0540000090023183,4.899492310312961,1.6654276750321169,Iris-versicolor
+7,6.180430708110411,3.0540000000000003,4.903594509408738,1.6656601866512655,Iris-virginica
+8,5.1089477161730255,3.0590312536244015,1.5100224459667413,0.26153080902040393,Iris-setosa
+9,5.1089477161730255,3.0822705968797988,1.5100225801689613,0.26153081109406123,Iris-setosa
+10,5.1089477161730255,3.0540014900605645,1.510022488701682,1.665427485410074,Iris-setosa
+11,6.179367294761555,3.054000000212799,4.899994704941733,1.667673094305028,Iris-virginica
+12,6.179367817552599,3.054000000000481,4.899613297576155,1.6655870307345269,Iris-versicolor
+13,5.1089477161730255,3.0541198777221177,1.5100225146416324,0.26153081131662803,Iris-setosa
+14,5.1089477161730255,3.054061048473708,1.5100225445906628,0.26153081286980046,Iris-setosa
+15,6.179592274636863,3.0540000000000274,4.901579622018559,1.666724058140271,Iris-virginica
+16,6.179541488917772,3.054000000000118,4.902091398321862,1.6684408505034478,Iris-virginica
+17,6.179367308378408,3.0540000000000234,4.899525369498761,1.665444271661166,Iris-versicolor
+18,6.180040672979068,3.0540000000000003,4.902006583752198,1.6654818645718692,Iris-virginica
+19,5.1089477161730255,3.062266890825132,1.5100225841436714,0.2615308112979244,Iris-setosa
+20,5.1089477161730255,3.066459133426229,1.5100225673656784,0.2615308108554756,Iris-setosa
+21,6.179673914002462,3.054000000000004,4.901099366184081,1.6658946031071173,Iris-virginica
+22,5.1089477161730255,3.058514463171989,1.5100225269053487,0.2615308103067605,Iris-setosa
+23,5.108947716173064,3.054000036416756,4.899491958147458,1.6654275640970597,Iris-setosa

iris/lct_gan/8_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/8_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/8_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/8_4/17/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089477161730255,3.0545770917510913,1.510022748409878,0.26153081767211067,Iris-setosa
+1,5.1089477161730255,3.064468089038197,1.5100224738405164,0.2615308094059729,Iris-setosa
+2,5.1089477161730255,3.0540191991601935,1.5100224888246212,1.6654274814710126,Iris-setosa
+3,5.1089477161730255,3.055573792853127,1.510022715884915,0.2615308156167384,Iris-setosa
+4,5.1089477161730255,3.061770226681586,1.510022653869121,0.26153081281152374,Iris-setosa
+5,6.179376091340529,3.0540000000034406,4.900421218187797,1.6678975759608108,Iris-virginica
+6,5.1089477161730255,3.054015447748772,1.5100225242413847,1.665427485385702,Iris-setosa
+7,6.179370584628973,3.0540000000000047,4.899564843562494,1.665456446262103,Iris-versicolor
+8,6.184903242030988,3.0540000000000007,4.917350537079227,1.666259802728973,Iris-virginica
+9,6.179486494887492,3.0540000000000074,4.900466970173749,1.6658383234859622,Iris-virginica
+10,5.1089477161730255,3.0858251978004163,1.510022596063913,0.2615308113468716,Iris-setosa
+11,6.180389298407604,3.0540000000000003,4.903416968127845,1.6656487115482075,Iris-virginica
+12,6.179728424866238,3.0540000000000003,4.901048892083212,1.6655372643603543,Iris-virginica
+13,6.18117925178591,3.0540000000000003,4.906047906843307,1.665750611758229,Iris-virginica
+14,5.1089477161730255,3.0629935614176196,1.5100224866206005,0.26153080960621916,Iris-setosa
+15,5.1089477161730255,3.054000467712411,1.51002245466728,1.6654274812383871,Iris-setosa
+16,5.108947716173033,3.054000123616669,4.899491673061627,1.6654275137326644,Iris-setosa
+17,6.179369803001636,3.0540000000000256,4.899579732769794,1.665476976593827,Iris-versicolor
+18,5.1089477161730255,3.054048867864282,1.510022544235786,1.6654274847901083,Iris-setosa
+19,6.179366489367895,3.054000000001329,4.899493231965821,1.6654280683157336,Iris-versicolor
+20,6.179504141434575,3.0540000000000003,4.900147517213833,1.6654793710456623,Iris-virginica
+21,5.1089477161730255,3.0613833424045844,1.510022533191809,0.26153081035891684,Iris-setosa
+22,5.1089477161730255,3.061747116401717,1.5100224915838556,0.26153080967636216,Iris-setosa
+23,5.1089477161730255,3.0715316176896117,1.5100227047674846,0.26153081332067823,Iris-setosa
+24,6.179366511054305,3.054000000001272,4.899506050887359,1.6654373853599058,Iris-versicolor
+25,5.1089477161730255,3.0584920439466403,1.5100225411644714,0.2615308106111919,Iris-setosa
+26,6.183119009155337,3.0540000000000007,4.912549416435131,1.666283778886128,Iris-virginica
+27,5.1089477161730255,3.0602495203589704,1.5100226030859076,0.26153081157246416,Iris-setosa
+28,6.179559416591203,3.0540000000000003,4.900389801682105,1.6654792176086308,Iris-virginica
+29,5.1089477161730255,3.0629354685653785,1.510022482644465,0.2615308095234777,Iris-setosa
+30,5.108947716173031,3.054000027371404,4.899491552154138,1.6654274968942409,Iris-setosa
+31,5.1089477161730255,3.0558879144622595,1.51002249275961,0.26153080987988986,Iris-setosa
+0,6.179520111681256,3.0540000000000007,4.900244336594019,1.6655520132158255,Iris-virginica
+1,6.1793725528538195,3.0540000000001126,4.899689682643549,1.6656134214833822,Iris-versicolor
+2,6.181721139197445,3.0540000000000003,4.907223024017858,1.6655505527713357,Iris-virginica
+3,5.1089477161730255,3.072847657570609,1.5100225590179845,0.261530810658564,Iris-setosa
+4,5.1089477161730255,3.0687118866408527,1.5100225015168924,0.26153080976675597,Iris-setosa
+5,5.108947716173122,3.05400000237288,4.8994916409460965,1.6654275150882174,Iris-versicolor
+6,6.1793667508459675,3.0540000000009555,4.8995396568111875,1.6654765865603784,Iris-versicolor
+7,6.179366488670356,3.054000015150158,4.899499274292943,1.665432111051955,Iris-versicolor
+8,5.108947716173043,3.054000119337627,4.899491833915238,1.6654275313128635,Iris-setosa
+9,5.1089477161730255,3.0540990425993946,1.510022486463354,0.2615308104965762,Iris-setosa
+10,6.179368739591964,3.0540000000001752,4.8996109474743985,1.6655381186270892,Iris-versicolor
+11,5.1089477161730255,3.0628771342264094,1.5100224781174292,0.2615308094431333,Iris-setosa
+12,6.180290207203812,3.0540000000000003,4.903019781279043,1.665595884335138,Iris-virginica
+13,5.1089477161730255,3.057348585775624,1.5100224669346032,0.26153080935949685,Iris-setosa
+14,5.1089477161730255,3.078229670667416,1.5100226513051414,0.26153081229956554,Iris-setosa
+15,5.1089477161730255,3.058414572186956,1.5100224397309108,0.2615308089390082,Iris-setosa
+16,5.108947716173389,3.0540000527574462,4.899493350588274,1.6654279560684857,Iris-setosa
+17,5.108947716173028,3.0540015188134624,1.5100226663126637,1.665427516114237,Iris-setosa
+18,5.108947716173105,3.054000289867498,4.899492714360841,1.6654276846489764,Iris-setosa
+19,6.179484326368158,3.0540000000000003,4.9000711217525685,1.6654732349503891,Iris-virginica
+20,5.1089477161730255,3.0577586370818755,1.5100225541048464,0.26153081092086267,Iris-setosa
+21,5.1089477161730255,3.064875737953983,1.5100225463924777,0.26153081053074645,Iris-setosa
+22,6.179452537669079,3.0540000000000007,4.899944959217906,1.6655022594525666,Iris-virginica
+23,5.1089477161730255,3.0540644602409643,1.5100228828453173,0.26153082918300347,Iris-setosa
+24,5.1089477161730255,3.0579987103075514,1.5100225302267298,0.26153081042671505,Iris-setosa
+25,6.180469018941822,3.0540000000000003,4.903390527880029,1.6655109735748153,Iris-virginica
+26,5.1089477161730255,3.057202362342003,1.510022484135619,0.26153080963761904,Iris-setosa
+27,5.1089477161730255,3.05533223156611,1.5100225314555207,0.2615308106683012,Iris-setosa
+28,6.179366490004015,3.0540000000181173,4.899497136386906,1.6654304108907791,Iris-versicolor
+29,6.179416799802248,3.0540000000000007,4.89977618806755,1.6654659010349746,Iris-virginica
+30,5.1089477161730255,3.0606101880318257,1.5100224895317742,0.26153080966190945,Iris-setosa
+31,6.179366489704622,3.0540000000055567,4.899494743201656,1.6654287318736136,Iris-versicolor
+0,6.179483715617983,3.0540000000000664,4.90118363133204,1.6670173514664977,Iris-virginica
+1,6.179676368964129,3.054000000000006,4.9012789686513285,1.6660757534340263,Iris-virginica
+2,5.1089477161730255,3.0687621609577973,1.5100224855765745,0.2615308095188857,Iris-setosa
+3,5.1089477161730255,3.0566899717777742,1.510022652518829,0.2615308129906267,Iris-setosa
+4,5.1089477161730255,3.054784232475786,1.5100224862902227,0.26153080992024413,Iris-setosa
+5,5.1089477161730255,3.0667353982678285,1.5100225438625428,0.2615308104738846,Iris-setosa
+6,5.1089477161730255,3.0557641189072617,1.5100225898131232,0.26153081188607186,Iris-setosa
+7,5.1089477161730255,3.0906457268861502,1.5100226169709872,0.2615308116876267,Iris-setosa
+8,6.179430081140293,3.0540000000000016,4.899859794725338,1.6655122235846394,Iris-virginica
+9,5.1089477161730255,3.0540656222008926,1.5100226142082394,0.2615308152885331,Iris-setosa
+10,5.1089477161730255,3.0562410996688483,1.5100225136100718,0.2615308102221859,Iris-setosa
+11,6.179528742577098,3.054000000000028,4.901062925542756,1.6664067853432587,Iris-virginica
+12,5.1089477161730255,3.0545762049413923,1.5100226473877436,0.2615308142140095,Iris-setosa
+13,6.179741219116149,3.0540000000000003,4.901115535480199,1.6655702921202984,Iris-virginica
+14,5.1089477161730255,3.056238883223163,1.5100225332070996,0.26153081062430944,Iris-setosa
+15,5.1089477161730255,3.0540706777506976,1.5100224411423848,0.2615308093651222,Iris-setosa
+16,5.108947716173032,3.054000011296521,4.8994914737037005,1.665427487317511,Iris-setosa
+17,6.180447608850767,3.0540000000000003,4.903542666590237,1.6656172745221625,Iris-virginica
+18,6.181348892750457,3.0540000000000003,4.90599142945779,1.6655164160666491,Iris-virginica
+19,6.179369638522992,3.05400000000001,4.899562242151361,1.6654601768813466,Iris-versicolor
+20,6.179366922318056,3.0540000000000385,4.899523032029038,1.665446843774585,Iris-versicolor
+21,6.179660757720815,3.0540000000000003,4.9007821731032175,1.6655300212862134,Iris-virginica
+22,5.1089477161730255,3.069585735344493,1.5100225539447993,0.26153081058517985,Iris-setosa
+23,5.108947716173028,3.0540005443387557,4.899491741613005,1.6654275167814094,Iris-setosa
+24,5.1089477161730255,3.0541027080660674,1.510022518997875,0.2615308115626148,Iris-setosa
+25,6.180951794503479,3.0540000000000003,4.905173202865518,1.6656660177491378,Iris-virginica
+26,6.182416853473049,3.0540000000000003,4.909764729535101,1.6658789756679597,Iris-virginica
+27,6.179366490314911,3.0540000000332603,4.899500632168614,1.6654328590893457,Iris-versicolor
+28,5.1089477161730255,3.0768861673058,1.5100225323633045,0.2615308102211212,Iris-setosa
+29,6.1829157739463945,3.0540000000000007,4.911850194017524,1.6660815624835097,Iris-virginica
+30,5.10894771617306,3.054000003799888,4.899491561209795,1.6654275024925904,Iris-versicolor
+31,6.179584029890776,3.0540000000000003,4.900498935612598,1.665527147297853,Iris-virginica
+0,5.1089477161730255,3.0553493524720268,1.510022730173432,0.2615308158503828,Iris-setosa
+1,6.1793708942535135,3.054000000000058,4.89962604675147,1.6655304982323713,Iris-versicolor
+2,5.1089477161730255,3.06546226574866,1.5100224678357794,0.26153080927681116,Iris-setosa
+3,5.108947716173026,3.0540307187845994,1.5100229262138514,1.6654275363435544,Iris-setosa
+4,5.108947716175024,3.054000029645825,4.899494594153507,1.665428609966754,Iris-setosa
+5,5.1089477161730255,3.066119198998883,1.5100224762967978,0.2615308094031317,Iris-setosa
+6,6.1793664889019615,3.054000001274562,4.899501618088606,1.665434102239317,Iris-versicolor
+7,5.1089477161730255,3.1023792450168926,1.5100227055797852,0.261530813413818,Iris-setosa
+8,6.1804201882093555,3.0540000000000003,4.903323361833799,1.6655361762277614,Iris-virginica
+9,6.1804387906753435,3.054000000000001,4.903823524165424,1.6658876734387156,Iris-virginica
+10,6.181140127521455,3.0540000000000003,4.905671931209423,1.6656472653013508,Iris-virginica
+11,5.108947716173335,3.054001454558203,4.899496813112419,1.6654286699877772,Iris-setosa
+12,5.1089477161730255,3.060358832948696,1.510022668680376,0.2615308131018087,Iris-setosa
+13,5.108947716173108,3.0540000016182685,4.899491568100358,1.6654275011297348,Iris-versicolor
+14,6.179370192731921,3.0540000000000727,4.899617192810428,1.6655240195491057,Iris-versicolor
+15,5.1089477161730255,3.0545237686138957,1.5100230113140154,0.2615308296921736,Iris-setosa
+16,5.1089477161748915,3.054000002954404,4.899492536201114,1.6654277253629732,Iris-versicolor
+17,6.179398805425718,3.0540000000000007,4.8996842231745115,1.6654616639145363,Iris-virginica
+18,6.179448907580329,3.0540000000005025,4.9016513434869395,1.6697282708611987,Iris-virginica
+19,5.1089477161730255,3.054185848638649,1.510022718222846,0.2615308183657209,Iris-setosa
+20,5.1089477161730255,3.058727645240592,1.5100224446413357,0.2615308090127923,Iris-setosa
+21,5.1089477161730255,3.0553344730660426,1.510022494369846,0.2615308099259018,Iris-setosa
+22,6.179374376270465,3.054000000000003,4.899597814666331,1.665461481683966,Iris-versicolor
+23,5.108947716173097,3.0540000101704616,4.899491751896523,1.6654275270493177,Iris-setosa

iris/lct_gan/8_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/8_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/8_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/8_4/18/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089477161730255,3.054020934569347,1.5100226420496385,1.6654274991038946,Iris-setosa
+1,5.1089477161730255,3.0547609558216235,1.5100229119704693,0.2615308232522958,Iris-setosa
+2,6.179569325742083,3.0540000000000007,4.900472186699804,1.6655570258724082,Iris-virginica
+3,5.108947716173026,3.054000219321802,4.899491456538315,1.6654274831209217,Iris-setosa
+4,5.1089477161730255,3.0542423661421583,1.5100224970026157,0.2615308104848086,Iris-setosa
+5,5.1089477161730255,3.0832292541123976,1.5100225640603007,0.2615308107288519,Iris-setosa
+6,5.1089477161730255,3.0602394535822364,1.510022763678707,0.2615308152245247,Iris-setosa
+7,6.179371018122529,3.054000000000009,4.899583519784455,1.6654731032144523,Iris-versicolor
+8,6.179375013160749,3.05400000000071,4.899961713013514,1.6662610465129948,Iris-virginica
+9,6.179366501896669,3.054000000001458,4.899500840048314,1.6654325288091814,Iris-versicolor
+10,5.108947716173035,3.0540000049519063,4.899491458283254,1.6654274872225665,Iris-setosa
+11,5.1089477161730255,3.0681278461594736,1.5100224921479026,0.26153080962573744,Iris-setosa
+12,6.179366501704708,3.0540000000009475,4.899500954319821,1.6654328396854892,Iris-versicolor
+13,5.1089477161730255,3.0540308052387344,1.5100225039016586,1.6654274824866915,Iris-setosa
+14,5.1089477161730255,3.0589821348214503,1.510022490742061,0.2615308097125685,Iris-setosa
+15,5.108947716173026,3.054003048630607,1.5100225721640668,1.6654274949874017,Iris-setosa
+16,5.108947716173026,3.05400017285801,4.899491488808784,1.6654274865681675,Iris-setosa
+17,6.1797083512010555,3.0540000000000025,4.901167336478943,1.6658004513381501,Iris-virginica
+18,5.1089477161757735,3.054000000027665,4.8994917222518355,1.6654275469954323,Iris-versicolor
+19,6.179786208177076,3.0540000000000003,4.901205289471177,1.6654884766032805,Iris-virginica
+20,6.180767007509776,3.0540000000000016,4.9054731365030175,1.666247227296612,Iris-virginica
+21,6.179452069165111,3.0540000000000003,4.899928282124419,1.6654625547267945,Iris-virginica
+22,6.17936723511909,3.054000000000021,4.899523207518732,1.6654444401306108,Iris-versicolor
+23,6.1833651504736435,3.0540000000000003,4.912588655091743,1.665881807547721,Iris-virginica
+24,5.1089477161730255,3.0540390120960095,1.5100224593990539,1.6654274786401655,Iris-setosa
+25,5.1089477161730255,3.058922580974505,1.5100225004354084,0.26153080980952625,Iris-setosa
+26,6.180534366443572,3.0540000000000003,4.90388768192507,1.6656704013511694,Iris-virginica
+27,6.179366488908388,3.0540000001743666,4.899496108171586,1.6654294079226766,Iris-versicolor
+28,6.179366488713721,3.054000031983631,4.899508357093028,1.6654385459136498,Iris-versicolor
+29,5.108947716173027,3.0540099267238654,1.5100228273524097,1.6654275276141028,Iris-setosa
+30,6.179369640752398,3.054000000002809,4.899833628308987,1.6661664286946167,Iris-versicolor
+31,5.1089477161730255,3.0624648584249154,1.5100224861017382,0.26153080956828173,Iris-setosa
+0,5.108947716173026,3.0540001663164795,4.8994914836834615,1.66542748700592,Iris-setosa
+1,5.1089477161730255,3.062308481279338,1.510022470383537,0.2615308093351111,Iris-setosa
+2,6.179398532537516,3.054000000000015,4.899902293295468,1.6656449176195007,Iris-virginica
+3,5.108947716173032,3.054000156392528,4.8994916924020195,1.665427509393291,Iris-setosa
+4,5.1089477161730255,3.064292626391551,1.5100224777573388,0.2615308094254994,Iris-setosa
+5,6.179366564629261,3.054000000000019,4.89950166422133,1.6654312794103079,Iris-versicolor
+6,5.1089477161730255,3.054519266949118,1.5100224947086067,0.2615308102503998,Iris-setosa
+7,6.180353066649702,3.0540000000000003,4.903040839675974,1.6654964677422928,Iris-virginica
+8,5.108947716173026,3.0540007358204564,1.5100225528571392,1.665427500180708,Iris-setosa
+9,5.1089477161730255,3.0540383039110246,1.510022528017189,1.6654274837136576,Iris-setosa
+10,5.108947716173028,3.0540005584571213,4.899491707926199,1.6654275078155703,Iris-setosa
+11,5.108947716173752,3.054000207763214,4.899495087529151,1.6654284523713547,Iris-setosa
+12,6.179384288284271,3.0540000000000007,4.899630220714908,1.6654539815851934,Iris-versicolor
+13,6.1799589242653745,3.0540000000000003,4.901778303186281,1.6654930434299717,Iris-virginica
+14,6.1797600299949424,3.0540000000001357,4.9041685039339225,1.6703088601479879,Iris-virginica
+15,5.108947716173026,3.054000275453685,4.899491511520257,1.6654274883823799,Iris-setosa
+16,6.179366537184164,3.0540000000002743,4.8995035051570195,1.6654332677293084,Iris-versicolor
+17,5.1089477161730255,3.0542251367684523,1.5100224833338642,0.26153081011537926,Iris-setosa
+18,5.108947716173044,3.054000015976109,4.89949162335081,1.6654275070329578,Iris-setosa
+19,6.1793664887769575,3.0540000701326306,4.899522647852774,1.6654514613603635,Iris-setosa
+20,5.1089477161730255,3.0586930067868066,1.5100225627814114,0.2615308109946663,Iris-setosa
+21,5.1089477161730255,3.058151174965657,1.510022614752182,0.26153081199653855,Iris-setosa
+22,5.1089477161730255,3.0540376393005593,1.5100225946525827,1.6654274903169874,Iris-setosa
+23,6.179368569381342,3.054000000000214,4.899613050932417,1.6655477396008431,Iris-versicolor
+24,6.179366489575581,3.0540000000008134,4.899493600220555,1.6654282176447792,Iris-versicolor
+25,6.1810309472729354,3.0540000000000003,4.905251863482159,1.6655864293360472,Iris-virginica
+26,6.179366489680307,3.0540000001764445,4.89950314314941,1.6654351236787202,Iris-versicolor
+27,5.1089477161730255,3.0598833343119027,1.5100230424114944,0.26153082282734974,Iris-setosa
+28,6.179366489461668,3.054000000061327,4.899499072660556,1.6654324825816438,Iris-versicolor
+29,5.1089477161730255,3.0608152762702616,1.5100227767638383,0.2615308153030858,Iris-setosa
+30,6.179926759890559,3.0540000000000003,4.901699966184203,1.6655005012401256,Iris-virginica
+31,6.1797693916646,3.0540000000000025,4.901513570058454,1.6658937923891364,Iris-virginica
+0,5.108947716173027,3.0540302870453195,1.5100231818228604,1.6654275803389094,Iris-setosa
+1,6.17942866975139,3.054000000000001,4.899840116331512,1.6654993782379421,Iris-virginica
+2,6.181297757494377,3.0540000000000127,4.909605294645348,1.6694576351220096,Iris-virginica
+3,5.108947716173028,3.05400820851278,1.5100228847411274,1.6654275458322325,Iris-setosa
+4,5.1089477161730255,3.054029124843276,1.5100224773533202,1.6654274803316313,Iris-setosa
+5,6.18352950333908,3.0540000000000007,4.913657979226242,1.6662655922535248,Iris-virginica
+6,5.1089477161730255,3.0543308469044486,1.5100227538013946,0.2615308181238341,Iris-setosa
+7,6.1796055284581435,3.0540000000000007,4.900617840221068,1.6655685290903484,Iris-virginica
+8,6.179366489171298,3.054000001647205,4.899510846596009,1.6654438862030767,Iris-versicolor
+9,6.1793673904065,3.054000000070625,4.899899126768006,1.667028773398528,Iris-virginica
+10,6.179436895613743,3.054000000000005,4.900036309150449,1.6656212618904327,Iris-virginica
+11,5.1089477161730255,3.0540300184164897,1.5100225645031091,1.6654274872779575,Iris-setosa
+12,6.17937872059887,3.0540000000070515,4.900650318147351,1.669310060489368,Iris-virginica
+13,5.1089477161730255,3.054796198294087,1.5100224500980663,0.26153080920642763,Iris-setosa
+14,5.108947716173765,3.0540000000858596,4.899491630952201,1.6654275137391457,Iris-versicolor
+15,5.1089477161730255,3.054014411366659,1.510022522352926,1.6654274848520725,Iris-setosa
+16,5.1089477161730255,3.0540020240017123,1.5100224807026388,1.6654274837639567,Iris-setosa
+17,5.1089477161730255,3.0558104922073546,1.510022511989396,0.26153081022456,Iris-setosa
+18,6.179642178915324,3.0540000000000016,4.90081692375738,1.66568534743139,Iris-virginica
+19,5.1089477161730255,3.087217214235774,1.510022610297118,0.26153081166583825,Iris-setosa
+20,6.179366693612989,3.054000000000272,4.899520761111842,1.6654452344970987,Iris-versicolor
+21,6.179589518842662,3.0540000000000003,4.90049191077292,1.6654786841586973,Iris-virginica
+22,6.181503797103936,3.0540000000000003,4.906978165826941,1.665777031157245,Iris-virginica
+23,5.1089477161730255,3.0540076643823384,1.5100225137328358,1.6654274849738016,Iris-setosa
+24,6.179366488810851,3.054000000000304,4.8994919288636,1.6654275947231083,Iris-versicolor
+25,6.180288965441712,3.0540000000000003,4.902957161861088,1.6655400327331091,Iris-virginica
+26,5.1089477161730255,3.0616346825960323,1.510022512608455,0.26153081006016443,Iris-setosa
+27,6.179374449354382,3.05400000000001,4.899631233524918,1.6654936571908427,Iris-versicolor
+28,6.179397954889705,3.054000000000004,4.899789413125799,1.6655224473715382,Iris-virginica
+29,6.179366496429395,3.0540000000036103,4.89950088013754,1.6654323195016283,Iris-versicolor
+30,6.180115256963356,3.0540000000000007,4.902454648047557,1.6656348537917507,Iris-virginica
+31,6.179366493436065,3.0540000000002,4.8994950608059264,1.6654287114342474,Iris-versicolor
+0,5.108947716173285,3.054000004085091,4.899491979055332,1.665427587784883,Iris-versicolor
+1,5.1089477161730255,3.054100288123793,1.510022935935555,0.2615308301417229,Iris-setosa
+2,6.179516036313296,3.0540000000000167,4.900835660571576,1.6661140306094655,Iris-virginica
+3,5.1089477161730255,3.059448799471256,1.510022509718042,0.26153081001875617,Iris-setosa
+4,5.1089477161730255,3.056675485592679,1.5100230232674519,0.2615308244762184,Iris-setosa
+5,5.108947716173026,3.054013272204901,1.5100227796100292,1.6654275170069812,Iris-setosa
+6,6.180791051541298,3.0540000000000003,4.904288450030203,1.66549445459695,Iris-virginica
+7,6.1808840533264116,3.0540000000000003,4.905040761260547,1.6657304771186152,Iris-virginica
+8,5.108947716173026,3.054001323412024,1.51002257126656,1.6654275008913093,Iris-setosa
+9,5.1089477161731205,3.054000023376885,4.899491969548721,1.6654275616687275,Iris-setosa
+10,6.179366647754757,3.0540000000001566,4.899514415582137,1.6654405032251123,Iris-versicolor
+11,5.1089477161730255,3.0561459257245684,1.5100225138682777,0.26153081021095387,Iris-setosa
+12,6.179369722912912,3.054000000000134,4.899629534145409,1.6655606308476976,Iris-versicolor
+13,6.180278914567509,3.0540000000000007,4.903184280267701,1.665815503250637,Iris-virginica
+14,5.1089477161730255,3.066473468883358,1.510022497376159,0.2615308097021655,Iris-setosa
+15,6.179854109879499,3.0540000000000007,4.9015583250145145,1.6656196628852016,Iris-virginica
+16,5.1089477161730255,3.0545154389820017,1.5100227643759077,0.26153081817594115,Iris-setosa
+17,6.179926543068039,3.0540000000000003,4.901715979633331,1.6655163256045313,Iris-virginica
+18,6.181258605517076,3.054000000000016,4.909377262066679,1.6694905760775745,Iris-virginica
+19,5.1089477161730255,3.056229895087147,1.5100224810035914,0.2615308095925811,Iris-setosa
+20,5.1089477161730255,3.0547115568437584,1.5100227900504881,0.26153081855124705,Iris-setosa
+21,6.183790935525381,3.0540000000000003,4.913183342970377,1.6656284087800706,Iris-virginica
+22,6.1793720375289345,3.054000000000048,4.899644584079076,1.6655382243956318,Iris-versicolor
+23,5.1089477161730255,3.05508650161445,1.5100225516255976,0.2615308112682491,Iris-setosa

iris/lct_gan/8_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/8_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/8_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/8_4/19/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089477161730255,3.0671570212156074,1.510022496405849,0.26153080969172754,Iris-setosa
+1,6.1805625708007925,3.0540000000000003,4.9037722765944824,1.6655418250886906,Iris-virginica
+2,5.1089477161730255,3.0541582568178964,1.5100225029176957,0.2615308107090402,Iris-setosa
+3,6.179451736262365,3.0540000000000003,4.899939237825773,1.6654806770271695,Iris-virginica
+4,5.1089477161730255,3.0554687290211415,1.5100226095448053,0.2615308124028214,Iris-setosa
+5,5.1089477161730255,3.054127063625074,1.5100226846734366,0.26153081721908966,Iris-setosa
+6,6.180042834363216,3.0540000000000003,4.902238028549398,1.6656045401374866,Iris-virginica
+7,6.179366550253511,3.0540000000068686,4.899538942681444,1.6654855137331492,Iris-versicolor
+8,6.179366613274973,3.054000000000079,4.899507513542192,1.6654352605531741,Iris-versicolor
+9,5.1089477161730255,3.1080747191560114,1.510022692550516,0.26153081314733584,Iris-setosa
+10,6.1794062974804405,3.0540000000000007,4.899726805848275,1.6654644822785079,Iris-virginica
+11,6.179541591915006,3.054000000000001,4.900338253946932,1.6655583897245636,Iris-virginica
+12,5.1089477161730255,3.0602376754349625,1.5100225087704746,0.26153081002974604,Iris-setosa
+13,6.180078868558154,3.0540000000000003,4.902066133912709,1.665470185922674,Iris-virginica
+14,5.1089477161730485,3.054000003072094,4.899491509376774,1.6654274948308059,Iris-versicolor
+15,6.1793682643173975,3.0540000000000465,4.899554078199658,1.6654661684385985,Iris-versicolor
+16,5.1089477161730255,3.0587907127194294,1.510022462778404,0.26153080926418215,Iris-setosa
+17,5.1089477161730255,3.065356419700915,1.5100226582203877,0.2615308125786203,Iris-setosa
+18,6.179468645014828,3.0540000000000695,4.900970234007024,1.66677121120686,Iris-virginica
+19,6.179366498531535,3.0540000000055336,4.899501678612902,1.6654327455823605,Iris-versicolor
+20,6.180823554527008,3.0540000000000043,4.906222933076236,1.666935280277383,Iris-virginica
+21,5.1089477161730255,3.054551920935406,1.5100224935306643,0.26153081024941727,Iris-setosa
+22,5.108947716173027,3.0540000638309186,4.899491502460258,1.665427488761122,Iris-setosa
+23,5.1089477161730255,3.0698367833369997,1.510022507938182,0.26153080988846383,Iris-setosa
+24,5.1089477161730255,3.062914051107473,1.5100224574267398,0.26153080915468757,Iris-setosa
+25,5.1089477161730255,3.0556866588194356,1.5100225093814816,0.2615308102595958,Iris-setosa
+26,5.1089477161730255,3.0643203007705786,1.510022511929183,0.26153080997001565,Iris-setosa
+27,6.179366512010494,3.054000000004393,4.8995112312699804,1.6654430374022393,Iris-versicolor
+28,6.17966777074853,3.054000000000001,4.900909164558215,1.6656375586829886,Iris-virginica
+29,5.1089477161730255,3.054010902336535,1.5100225572330859,1.665427489481481,Iris-setosa
+30,5.1089477161730255,3.0552570597662703,1.510022480227767,0.2615308097520895,Iris-setosa
+31,6.179366488645824,3.054000004252346,4.899495544114417,1.6654296718573434,Iris-versicolor
+0,6.1793664887564965,3.054000000002247,4.899492389784257,1.6654277523803394,Iris-versicolor
+1,6.179462449733949,3.054000000000001,4.899995377917367,1.6655221506805171,Iris-virginica
+2,5.1089477161730255,3.0619322232233235,1.5100229991583851,0.2615308221526142,Iris-setosa
+3,5.1089477161730255,3.0636587446594263,1.5100224757170724,0.26153080944223733,Iris-setosa
+4,5.1089477161730255,3.0614703758312634,1.510022492761923,0.2615308097012668,Iris-setosa
+5,6.179366578223135,3.054000000019479,4.899557372818443,1.6655152362739336,Iris-versicolor
+6,6.179366566967536,3.0540000000004768,4.899513871419962,1.6654438491541368,Iris-versicolor
+7,5.1089477161730255,3.0565885622437,1.5100224741790147,0.2615308095241229,Iris-setosa
+8,5.1089477161730255,3.0645585145484486,1.510022547057059,0.26153081052908356,Iris-setosa
+9,6.1797175498616586,3.054000000000004,4.901313746273371,1.665970274604824,Iris-virginica
+10,5.1089477161730255,3.055513097377675,1.5100225001082253,0.26153081007512397,Iris-setosa
+11,6.179400806916329,3.0540000000000287,4.900051516494462,1.6658348188627035,Iris-virginica
+12,5.1089477161730255,3.061761346409642,1.5100225643897094,0.2615308109423542,Iris-setosa
+13,5.1089477161730255,3.0599220828697984,1.510022465877112,0.26153080929043193,Iris-setosa
+14,6.179491441434486,3.0540000000000824,4.901330216222269,1.6670889276225525,Iris-virginica
+15,6.179366603098396,3.054000000000743,4.899518075502417,1.6654452142011107,Iris-versicolor
+16,6.179905950462378,3.0540000000000003,4.901722555692306,1.6655871768528954,Iris-virginica
+17,6.180560907768569,3.0540000000000003,4.903697150724349,1.6655132462347921,Iris-virginica
+18,5.1089477161730255,3.0540102348686338,1.5100224744579438,1.665427480824331,Iris-setosa
+19,6.179366520188837,3.0540000000006007,4.899503508965408,1.665434429306614,Iris-versicolor
+20,5.1089477161730255,3.077281709686956,1.510022531315953,0.2615308101958893,Iris-setosa
+21,6.179367441892266,3.05400000000004,4.899533318107421,1.6654514964991864,Iris-versicolor
+22,5.1089477161730255,3.072844973848105,1.5100225231849436,0.2615308100779065,Iris-setosa
+23,5.1089477161730255,3.066821324075382,1.5100224807639957,0.26153080947132173,Iris-setosa
+24,5.1089477161730255,3.062368154259736,1.5100224579540225,0.26153080915429944,Iris-setosa
+25,6.181235977019401,3.0540000000000003,4.905976826546051,1.665630472725921,Iris-virginica
+26,6.182054946880762,3.0540000000000003,4.908368450728763,1.6656865514263544,Iris-virginica
+27,6.179375977764429,3.0540000000023473,4.900185895438729,1.6669811876227505,Iris-virginica
+28,5.1089477161730255,3.0799778011408954,1.5100226411666726,0.261530812214238,Iris-setosa
+29,5.1089477161730255,3.0572754124796977,1.5100225806454894,0.2615308114278305,Iris-setosa
+30,6.179386345508314,3.0540000000000025,4.89968150939721,1.6654823815428623,Iris-versicolor
+31,6.179366488852873,3.0540000000135747,4.8994933933872264,1.6654281031447005,Iris-versicolor
+0,6.179366488640705,3.054000023793846,4.899497001410483,1.6654299728839634,Iris-versicolor
+1,5.1089477161730255,3.054603207635148,1.5100226771576604,0.26153081490592556,Iris-setosa
+2,5.1089477161730255,3.055303357199283,1.5100238038316514,0.26153086113883,Iris-setosa
+3,5.1089477161730255,3.059859703628135,1.5100225974659416,0.2615308118649792,Iris-setosa
+4,5.1089477161730255,3.0550055601935817,1.5100230136799273,0.261530825390591,Iris-setosa
+5,5.108947716173028,3.0540001466791873,4.89949155279636,1.665427492141927,Iris-setosa
+6,5.1089477161730255,3.0633373853911974,1.510022497885169,0.2615308097439216,Iris-setosa
+7,5.108947716173028,3.05408738762608,1.510023745673867,0.2615308877383545,Iris-setosa
+8,5.108947716173601,3.054000001214675,4.899491900473251,1.665427573768321,Iris-versicolor
+9,5.1089477161730255,3.0600806941700873,1.5100224890856027,0.2615308096709089,Iris-setosa
+10,6.1800483003299975,3.054000000000034,4.90484879450875,1.669015162856101,Iris-virginica
+11,6.1793664895070695,3.0540000003649888,4.899504500393022,1.665436526099625,Iris-versicolor
+12,5.108947716173026,3.054001394491524,1.5100225112847436,1.6654274894206713,Iris-setosa
+13,6.179368879487235,3.0540000000000305,4.899564556405867,1.66546880037261,Iris-versicolor
+14,6.179367292117349,3.054000000000151,4.899548853710261,1.6654753987098052,Iris-versicolor
+15,6.184550058710699,3.0540000000000003,4.9159231701695365,1.6659699073016074,Iris-virginica
+16,5.108947716173384,3.0540004517829438,4.899496021985515,1.6654287305451745,Iris-setosa
+17,5.10894771617305,3.054009698086558,1.5100242629118876,1.6654279335170283,Iris-setosa
+18,6.179944561254849,3.054000000000005,4.902474127846395,1.6663650883480168,Iris-virginica
+19,5.108947716173044,3.05400005505004,4.899491714129811,1.6654275136055843,Iris-setosa
+20,5.1089477161730255,3.0544598309778817,1.510022490836644,0.2615308100923433,Iris-setosa
+21,6.179366627816436,3.054000000000844,4.899526485688699,1.6654595673294237,Iris-versicolor
+22,5.1089477161730255,3.0551778700297554,1.5100227562178674,0.2615308168185389,Iris-setosa
+23,5.1089477161730255,3.0541319746601654,1.5100225963185934,0.2615308137403042,Iris-setosa
+24,5.1089477161730255,3.0821791957631657,1.5100231210312063,0.26153082299804403,Iris-setosa
+25,5.1089477161730255,3.0633531762083406,1.510022815860173,0.2615308165608182,Iris-setosa
+26,6.1796043274592,3.0540000000000003,4.900598422467896,1.6655388312233679,Iris-virginica
+27,6.179407761857635,3.0540000000000003,4.899732404248308,1.6654595882084833,Iris-virginica
+28,6.179435224874428,3.0540000000000216,4.900245249691269,1.6658478151771403,Iris-virginica
+29,6.179367583032705,3.054000000000003,4.899517968394253,1.6654366442448967,Iris-versicolor
+30,6.179366488721681,3.0540000000133714,4.89949279277422,1.6654278907603894,Iris-versicolor
+31,5.1089477161730255,3.0761126676070205,1.5100226006279258,0.2615308113243393,Iris-setosa
+0,6.179366492543443,3.054000000007619,4.899500729892066,1.6654331882666924,Iris-versicolor
+1,6.179366488746944,3.054000000010963,4.899492745545888,1.6654278249344887,Iris-versicolor
+2,5.1089477161730255,3.0631303386953976,1.5100224967043887,0.2615308097141074,Iris-setosa
+3,6.179465083826924,3.054000000000001,4.899999714714038,1.6655121554831565,Iris-virginica
+4,5.108947716173026,3.054002126801009,1.5100226231614515,1.6654275069358226,Iris-setosa
+5,6.1797260057221175,3.0540000000000003,4.900988414266704,1.6654809036890668,Iris-virginica
+6,5.1089477161730255,3.056152016221087,1.5100224724073312,0.26153080948075036,Iris-setosa
+7,5.1089477161730255,3.054598648265104,1.5100224825238515,0.2615308098940144,Iris-setosa
+8,6.179442582760411,3.0540000000000034,4.900008959371787,1.6655752396130592,Iris-virginica
+9,6.179406542451544,3.0540000000000367,4.900117950059843,1.6659273421861054,Iris-virginica
+10,5.1089477161730255,3.0554621291888653,1.5100225750006304,0.26153081163479364,Iris-setosa
+11,6.179859736415209,3.0540000000000056,4.902007415652678,1.6661785293091902,Iris-virginica
+12,5.1089477161730255,3.0574211952000403,1.510022512555181,0.2615308101239291,Iris-setosa
+13,5.108947716173064,3.054000039325088,4.899491982716297,1.6654275715950764,Iris-setosa
+14,6.179366488638327,3.054000000106807,4.899492540884692,1.6654278108156888,Iris-versicolor
+15,6.179836084198019,3.0540000000000016,4.90173533084619,1.665834449316414,Iris-virginica
+16,5.10894771617303,3.054013139226839,1.5100232496567383,1.6654276148677027,Iris-setosa
+17,6.179366535612119,3.0540000000003835,4.8995064831306925,1.6654351134797474,Iris-versicolor
+18,6.179549928841166,3.054000000000007,4.900684885595806,1.6658581247233502,Iris-virginica
+19,5.108947716173026,3.054003624368729,1.5100225687941375,1.6654274949477954,Iris-setosa
+20,6.1820209151568415,3.054000000000003,4.910470237423001,1.6670635815085149,Iris-virginica
+21,6.18283800054465,3.054000000000001,4.912467522408731,1.6665324171135119,Iris-virginica
+22,6.179481618603021,3.054000000000125,4.90144621934087,1.6678403879970165,Iris-virginica
+23,6.183848067562542,3.0540000000000007,4.9146421974207195,1.6661370782873028,Iris-virginica

iris/lct_gan/8_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/8_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/8_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/8_4/2/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089477161730255,3.0564825890129446,1.5100225751799443,0.2615308115198604,Iris-setosa
+1,5.1089477161730255,3.0574309174557093,1.510022459868118,0.26153080924854494,Iris-setosa
+2,5.108947716173026,3.0540236231011475,1.5100230390094083,1.6654275535153467,Iris-setosa
+3,5.1089477161730255,3.063029164610883,1.5100224901714125,0.26153080961669556,Iris-setosa
+4,6.179374028978881,3.0540000000000305,4.899661136946879,1.665540168591967,Iris-versicolor
+5,6.179366709265379,3.054000000000192,4.899521375501345,1.6654485602926306,Iris-versicolor
+6,5.1089477161744155,3.054000000638099,4.89949201206652,1.6654276002103259,Iris-versicolor
+7,5.1089477161730255,3.0562682007181357,1.5100232782890337,0.2615308333785076,Iris-setosa
+8,5.1089477161730255,3.0557265824115016,1.5100229593281167,0.26153082338277805,Iris-setosa
+9,5.1089477161730255,3.072831902976475,1.5100226014967888,0.2615308113307867,Iris-setosa
+10,5.1089477161730255,3.054737602143257,1.5100227889784061,0.2615308188528423,Iris-setosa
+11,6.181651359644666,3.054000000000014,4.910991807952323,1.6696361829233792,Iris-virginica
+12,6.179770186578839,3.0540000000000007,4.901311390492237,1.6656605828595374,Iris-virginica
+13,6.18015492310982,3.0540000000000003,4.902485328505994,1.6655209062401415,Iris-virginica
+14,5.108947716173235,3.0540000123720406,4.899492202048692,1.6654276329865318,Iris-setosa
+15,5.1089477161730255,3.0540066722767225,1.5100224796988901,1.665427481735554,Iris-setosa
+16,5.1089477161730255,3.0602414253213706,1.5100225369649127,0.2615308104269273,Iris-setosa
+17,6.1798971459255085,3.054000000000001,4.901792690941237,1.6657267489527328,Iris-virginica
+18,5.108947716173062,3.054000042105091,4.899491835265234,1.665427534067095,Iris-setosa
+19,5.1089477161730255,3.0574826241914286,1.5100225216080398,0.26153081020061014,Iris-setosa
+20,6.1801185524390965,3.054000000000002,4.9029084821013535,1.6660600609457494,Iris-virginica
+21,5.1089477161730255,3.0575332422244825,1.5100224920547076,0.26153080974902937,Iris-setosa
+22,6.179445163448421,3.0540000000000003,4.89990548679081,1.6654765202367858,Iris-virginica
+23,5.1089477161730255,3.0544663628417057,1.51002260568517,0.26153081304450376,Iris-setosa
+24,6.179520012540291,3.054000000000216,4.902405086555389,1.669794335888658,Iris-virginica
+25,5.1089477161730255,3.055643661000703,1.5100226141232458,0.2615308124444652,Iris-setosa
+26,6.179366562979945,3.054000000000006,4.899498559431902,1.665429863634715,Iris-versicolor
+27,6.179587446370563,3.0540000000000047,4.900774872135896,1.665844635136752,Iris-virginica
+28,5.1089477161730255,3.0805143186441173,1.5100226148667317,0.26153081176050347,Iris-setosa
+29,5.1089477161730255,3.054382848681609,1.5100227098397572,0.2615308173890027,Iris-setosa
+30,5.1089477161730255,3.0700772155729448,1.5100226146656632,0.26153081163771025,Iris-setosa
+31,6.1802854121842135,3.0540000000000003,4.902945432005693,1.6655509430533066,Iris-virginica
+0,5.1089477161730255,3.0846207682553612,1.5100229541358432,0.26153081850698146,Iris-setosa
+1,5.108947716173026,3.0540005203010687,1.5100224917065572,1.6654274872386008,Iris-setosa
+2,5.1089477161730255,3.0547623029653974,1.5100224882569357,0.26153080991946914,Iris-setosa
+3,6.179785921331686,3.0540000000000003,4.901228310465364,1.665510006574541,Iris-virginica
+4,5.1089477161730255,3.054785730951243,1.5100226906915137,0.2615308151458931,Iris-setosa
+5,6.179367092779226,3.0540000000000287,4.899524615170631,1.665444331996327,Iris-versicolor
+6,6.179366488877459,3.054000000628125,4.899499940573936,1.665432502065155,Iris-versicolor
+7,6.179696594309215,3.0540000000000007,4.9009388345028215,1.6655639204418142,Iris-virginica
+8,5.1089477161730255,3.078810122656017,1.5100225429574219,0.2615308103936617,Iris-setosa
+9,5.1089477161730255,3.0590709934853155,1.510022443426004,0.26153080898924697,Iris-setosa
+10,5.1089477161730255,3.061067377949859,1.510022512766189,0.26153080999909173,Iris-setosa
+11,6.179879903349807,3.0540000000000003,4.901591591262746,1.665545189366945,Iris-virginica
+12,6.179426178972176,3.0540000000000007,4.89981099866662,1.6654725963818944,Iris-virginica
+13,5.1089477161730255,3.0555374869334853,1.510022441096531,0.2615308090428194,Iris-setosa
+14,5.108947716173044,3.054001334888441,1.5100231065073135,1.6654276484153758,Iris-setosa
+15,5.1089477161730255,3.063634282053881,1.510022477272109,0.2615308094182484,Iris-setosa
+16,5.1089477161730255,3.0681919254677017,1.5100224846791117,0.2615308095250147,Iris-setosa
+17,6.1793665876656725,3.054000000050367,4.899584653088859,1.6655896031060267,Iris-versicolor
+18,5.1089477161730255,3.0600990447465475,1.5100224859203177,0.2615308095778271,Iris-setosa
+19,6.179369274751034,3.054000000000064,4.899600149794074,1.6655100824821731,Iris-versicolor
+20,6.179369303582157,3.0540000000000016,4.899537177256277,1.6654415139318568,Iris-versicolor
+21,5.108947716173035,3.0540001890794604,4.899491781961009,1.665427519000477,Iris-setosa
+22,6.179366488654874,3.0540000003123,4.899493356774901,1.6654281268017634,Iris-versicolor
+23,6.179367697557895,3.0540000000000362,4.899542077447142,1.6654576540358808,Iris-versicolor
+24,6.179366488671533,3.0540000000620893,4.899492680690876,1.665427837638175,Iris-versicolor
+25,5.108947716173026,3.0540010022045094,1.51002250709775,1.6654274887256415,Iris-setosa
+26,5.1089477161730255,3.07484890638281,1.5100225179448847,0.26153080998774686,Iris-setosa
+27,5.10894771617306,3.0540000037469177,4.899491607105808,1.6654275084455883,Iris-versicolor
+28,5.1089477161730255,3.054148791745593,1.510022513063441,0.26153081112017507,Iris-setosa
+29,5.108947716173026,3.0540207805335164,1.5100229094034139,1.6654275375878151,Iris-setosa
+30,5.1089477161730255,3.058718907848295,1.5100224570335796,0.2615308091766344,Iris-setosa
+31,6.179648573218885,3.0540000000000003,4.900682819230836,1.6654674156318365,Iris-virginica
+0,5.108947716173633,3.054000000559423,4.89949182710905,1.665427550304601,Iris-versicolor
+1,6.1793664887269495,3.054000028195757,4.899513639750237,1.665444550276969,Iris-versicolor
+2,6.17936648925587,3.054000002204843,4.899508100769921,1.665441927955673,Iris-versicolor
+3,5.1089477161730255,3.054014695604084,1.5100226329626725,1.6654274970282084,Iris-setosa
+4,6.179366500553707,3.0540000000004626,4.899497633883152,1.665430040144294,Iris-versicolor
+5,5.1089477161730255,3.099082993037525,1.5100226405176072,0.26153081217994817,Iris-setosa
+6,5.1089477161730255,3.0551926451939684,1.5100224526008141,0.2615308092337062,Iris-setosa
+7,5.1089477161730255,3.054653432296384,1.510022630681954,0.26153081336984263,Iris-setosa
+8,5.1089477161734616,3.054000000895261,4.899491772073244,1.665427540835152,Iris-versicolor
+9,6.179379748018063,3.0540000000000007,4.899595377761709,1.665447278196347,Iris-versicolor
+10,6.180416609156251,3.0540000000000003,4.903366765659974,1.6655603856262822,Iris-virginica
+11,5.1089477161730255,3.0598882123438083,1.5100224716712156,0.26153080939521245,Iris-setosa
+12,6.180209713324316,3.0540000000000025,4.903335879620304,1.6661634223649446,Iris-virginica
+13,6.180778315832596,3.0540000000000003,4.904525324556047,1.6655783887219797,Iris-virginica
+14,5.1089477161730255,3.092827160215485,1.5100227680714824,0.2615308145457627,Iris-setosa
+15,6.179373146761414,3.054000000000047,4.8996726245310445,1.6655691154118084,Iris-versicolor
+16,5.1089477161730255,3.0555894318354904,1.5100224957581714,0.261530810004796,Iris-setosa
+17,6.179400941659695,3.0540000000000047,4.899813955167057,1.6655396656975319,Iris-virginica
+18,5.1089477161730255,3.0672749528691328,1.510022555497923,0.2615308107102895,Iris-setosa
+19,5.1089477161730255,3.066676135814868,1.5100225507906169,0.26153081052424826,Iris-setosa
+20,6.1819199908964135,3.0540000000000016,4.909811357390903,1.6666896693829918,Iris-virginica
+21,5.1089477161730255,3.057007612150392,1.510022619605307,0.2615308124331275,Iris-setosa
+22,5.1089477161730255,3.060153457341054,1.5100225525196536,0.2615308106999687,Iris-setosa
+23,5.1089477161730255,3.0629017199901862,1.5100224924528063,0.26153080964265246,Iris-setosa
+24,5.1089477161730255,3.070675473182956,1.5100224937679907,0.2615308096309801,Iris-setosa
+25,6.180171474127999,3.054000000000003,4.903286245041273,1.6662909577395573,Iris-virginica
+26,5.1089477161730255,3.0540297129798,1.510022691533871,1.6654275011708206,Iris-setosa
+27,6.179366847849951,3.054000000018749,4.899641139115579,1.665779936854502,Iris-versicolor
+28,5.1089477161730255,3.0564865463766995,1.5100224548714367,0.26153080919304195,Iris-setosa
+29,5.1089477161730255,3.0551707822936693,1.5100226077821988,0.2615308124719975,Iris-setosa
+30,5.108947716173033,3.054000064179574,4.899491620478989,1.6654275052526561,Iris-setosa
+31,5.1089477161730255,3.054292637616603,1.5100224581754018,0.2615308095211537,Iris-setosa
+0,5.1089477161730255,3.054001384060409,1.5100224845376748,1.6654274849245876,Iris-setosa
+1,5.1089477161730255,3.0540024121399423,1.5100224774315245,1.6654274834612708,Iris-setosa
+2,5.1089477161730255,3.0548899192429104,1.5100224676615293,0.26153080952840824,Iris-setosa
+3,5.1089477161730255,3.0556989806797312,1.5100226069841012,0.2615308123780918,Iris-setosa
+4,6.1797987857134,3.0540000000000016,4.9015516504641505,1.6658071447956633,Iris-virginica
+5,5.108947716173163,3.05402436711138,1.510028184170574,1.6654291930548353,Iris-setosa
+6,5.1089477161730255,3.0615157294536472,1.510022483232136,0.26153080953879765,Iris-setosa
+7,6.180003483123578,3.0540000000000003,4.902071718022697,1.6655855066428384,Iris-virginica
+8,6.180671985301296,3.0540000000000003,4.904178777914622,1.6655801825049714,Iris-virginica
+9,5.1089477161730255,3.063068089856568,1.5100228637195787,0.2615308172938757,Iris-setosa
+10,6.179367568312979,3.054000000009518,4.899739652061546,1.6660421429211474,Iris-versicolor
+11,6.1793666422621465,3.0540000000003094,4.899516850521876,1.6654433159575048,Iris-versicolor
+12,6.179736155639245,3.0540000000000003,4.90103799647333,1.665492045090398,Iris-virginica
+13,5.1089477161730255,3.069519328104207,1.5100225192991028,0.2615308100220748,Iris-setosa
+14,6.179366488803363,3.0540000008702144,4.899497836976986,1.6654305630151032,Iris-versicolor
+15,5.108947716173028,3.054193176176087,1.5100245927278535,0.2615309354834476,Iris-setosa
+16,6.179377432781457,3.0540000000000025,4.8996171960592765,1.6654662577282007,Iris-versicolor
+17,6.180296932536452,3.0540000000000003,4.9027960397200445,1.665482832432413,Iris-virginica
+18,6.179366874435074,3.054000000000004,4.899506978720455,1.6654334529051074,Iris-versicolor
+19,5.1089477161730255,3.0543975658638525,1.510022692555267,0.26153081586131355,Iris-setosa
+20,6.179654077377977,3.0540000000000007,4.90081142152813,1.6655665848302892,Iris-virginica
+21,5.1089477161730255,3.0540234014301664,1.5100224531847593,1.665427478453839,Iris-setosa
+22,6.179366502369346,3.0540000000240943,4.89951641639305,1.6654524936550932,Iris-versicolor
+23,5.108947716173026,3.054000584147267,1.5100225136424537,1.6654274913960225,Iris-setosa

iris/lct_gan/8_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