a

iris/lct_gan/2/0/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.1793664888779025,3.054000057255973,4.899519045008705,1.6654530097769684,Iris-versicolor
+1,6.179366488623585,3.0540000001560714,4.899493693279131,1.6655217092284416,Iris-versicolor
+2,6.179366488630126,3.054000000524174,4.899493475092774,1.6654286713262727,Iris-versicolor
+3,5.109021062385925,3.0743464143595616,1.5125238690444809,0.26153080921777727,Iris-setosa
+4,5.108963739950985,3.0687602419432656,1.512313786236126,0.2615308092531981,Iris-setosa
+5,6.1793664886230655,3.054000000135167,4.89949208628568,1.6654317638236849,Iris-versicolor
+6,5.1089484486678,3.0555837999625157,1.510578610136765,0.2615308085024395,Iris-setosa
+7,5.108947735381617,3.0540662980807385,1.5102410070762342,1.6654274969744072,Iris-setosa
+8,5.108947716176565,3.0540000015493938,4.899494315298197,1.6654275061802026,Iris-versicolor
+9,6.179366488623686,3.054000000173949,4.8994938231061385,1.665539798115312,Iris-versicolor
+10,5.1089564580315185,3.078653161112558,1.5120187477265608,0.2615308088004725,Iris-setosa
+11,6.179366488624155,3.054000000180207,4.899493808635559,1.6655052208889152,Iris-versicolor
+12,5.108949449566281,3.065212274663066,1.5118451894806317,0.261530813630367,Iris-setosa
+13,6.1793664886280775,3.0540000004100336,4.89949413428237,1.6654597968875617,Iris-versicolor
+14,6.179366488716654,3.054000016963553,4.899507021424178,1.6654291171408306,Iris-versicolor
+15,6.179366488628262,3.0540000003431937,4.899494989595776,1.6655047996627317,Iris-versicolor
+16,5.108955036788045,3.066117186609483,1.5123908886156259,0.2615308173243662,Iris-setosa
+17,5.108950050855206,3.05681870191282,1.5114241966001176,0.26153082849166065,Iris-setosa
+18,5.109053415797565,3.0734769494449905,1.5126201466963478,0.2615308105451585,Iris-setosa
+19,5.108947784898417,3.0540238275237503,4.899745500036609,1.6654274752705995,Iris-setosa
+20,5.108947726288294,3.054016293518304,4.899870093670869,1.6654284234429009,Iris-versicolor
+21,5.108947721434548,3.0540233176487357,4.899765100873352,1.665427503840265,Iris-setosa
+22,6.179366488622908,3.0540000001130014,4.8994921834167675,1.6654420978589,Iris-versicolor
+23,5.108947799062184,3.0541702195547265,4.900454999952465,1.66542799665389,Iris-setosa
+24,6.179366488624704,3.0540000002004413,4.899493311900763,1.6654617750135636,Iris-versicolor
+25,6.1793664886414845,3.0540000034460397,4.899497375574554,1.6654284825126493,Iris-versicolor
+26,6.17936648862426,3.0540000001736796,4.899494012140842,1.6655319529034969,Iris-versicolor
+27,5.108959041245692,3.0665023772595656,1.5125054699272593,0.2615308130584045,Iris-setosa
+28,6.179366488623068,3.0540000001198715,4.89949202110963,1.6654310085895023,Iris-versicolor
+29,5.109001735833782,3.080366878117387,1.5127006204037394,0.2615308093798447,Iris-setosa
+30,5.1089477164136525,3.054000329737152,4.899557318705584,1.6654277335060363,Iris-versicolor
+31,5.108947716201896,3.054000007779542,4.89950099664492,1.6654274783721164,Iris-versicolor
+0,5.108947874928733,3.055228938838035,1.5107691414761513,0.2615309809958775,Iris-setosa
+1,5.108948607128135,3.056101941935649,1.51133142895575,0.2615309218943461,Iris-setosa
+2,5.108952510888191,3.05693894882035,1.5114737416823383,0.2615308120638146,Iris-setosa
+3,6.179366488623139,3.0540000001508574,4.899492129849135,1.66543113274989,Iris-versicolor
+4,5.108947716179923,3.0540000016882565,4.899495214807882,1.6654276916766266,Iris-versicolor
+5,6.179366488623177,3.054000000138259,4.899492113601556,1.665430853942916,Iris-versicolor
+6,5.1089478253172285,3.0544661120979866,1.510299797755828,0.26153080845655174,Iris-setosa
+7,5.108947716254748,3.0540000567041012,4.8995150606448545,1.6654274796869293,Iris-versicolor
+8,5.108961095562465,3.0890273665505585,1.512441823566588,0.2615308092274654,Iris-setosa
+9,5.10898357128997,3.0770856337332084,1.5125363219406527,0.26153080970834564,Iris-setosa
+10,5.108947716176807,3.054000001171723,4.899494074689179,1.6654276379566044,Iris-versicolor
+11,6.17936648862353,3.054000000206064,4.899492446206748,1.6654349170180889,Iris-versicolor
+12,5.109034451647618,3.0760615448667052,1.5124823155538898,0.2615308095831453,Iris-setosa
+13,6.179366488623806,3.054000000220765,4.899492266243591,1.6654284446128986,Iris-versicolor
+14,6.179366488623144,3.0540000001367007,4.8994932599810275,1.6655037890882138,Iris-versicolor
+15,6.179366488643115,3.054000001101496,4.899495958483363,1.6654467454648978,Iris-versicolor
+16,6.179366488623189,3.0540000001315017,4.899493383044119,1.6655556007180854,Iris-versicolor
+17,5.108964465709778,3.0714293448404844,1.5117436770320536,0.261530809164137,Iris-setosa
+18,5.1089530778354035,3.0577516653600383,1.5112048844283026,0.26153080903178477,Iris-setosa
+19,5.1090030271662386,3.077219311126355,1.512518336404122,0.26153080929877043,Iris-setosa
+20,5.1089478875743435,3.054250815309983,1.5103298438860433,0.26153080844177323,Iris-setosa
+21,6.179366488625578,3.0540000002990673,4.899493937810851,1.6654732438940056,Iris-versicolor
+22,5.108947716182472,3.0540000017424718,4.8994954412520455,1.6654276954156375,Iris-versicolor
+23,6.179366488623017,3.054000000135571,4.899492876890259,1.665476561179242,Iris-versicolor
+24,5.108984716449015,3.066037222304288,1.5124735682915473,0.2615308115463697,Iris-setosa
+25,5.1091345907511165,3.0738398074024684,1.5128518530764357,0.26153080960627423,Iris-setosa
+26,5.10897724368919,3.0855223605642244,1.5126709818881239,0.2615308090946432,Iris-setosa
+27,6.179366488622912,3.0540000001216945,4.899492517065659,1.665456906802603,Iris-versicolor
+28,5.108965416834594,3.0837050377035298,1.5122823358724609,0.26153080944998114,Iris-setosa
+29,5.108968991895631,3.064800250812725,1.5124516778076598,0.26153081087340635,Iris-setosa
+30,5.108989248727963,3.077797766824671,1.512377740477817,0.26153080945001306,Iris-setosa
+31,6.179366488622872,3.0540000001173278,4.899492565208589,1.6654648219607011,Iris-versicolor
+0,5.108967633582372,3.0683489079400106,1.5127362428317606,0.26153081905203024,Iris-setosa
+1,5.109080922404887,3.0734667780240073,1.5128477357055143,0.2615308098643824,Iris-setosa
+2,5.1089479273956995,3.0553364170342032,1.5104195156669245,0.26153080846975524,Iris-setosa
+3,6.179366489228984,3.054000188728177,4.899543023420656,1.6654459492536096,Iris-versicolor
+4,5.109012647760225,3.0746581254280514,1.5127634156362426,0.26153080936641054,Iris-setosa
+5,6.179366488628036,3.0540000006590873,4.899494801235117,1.6654665948263991,Iris-versicolor
+6,5.108953699015561,3.0683400550365625,1.5127200191612644,0.2615308217402005,Iris-setosa
+7,6.179366488622808,3.0540000001143692,4.899492766921127,1.6654904582563872,Iris-versicolor
+8,6.179366488624082,3.054000000189459,4.899492531347499,1.6654342865727687,Iris-versicolor
+9,5.108947739281046,3.054508393506093,1.5106376574350862,0.261531230023133,Iris-setosa
+10,5.109155961770998,3.072364072348251,1.512773516509881,0.2615308099011873,Iris-setosa
+11,6.179366488623607,3.054000000229104,4.899492251817382,1.665428561973971,Iris-versicolor
+12,5.1089601085508445,3.0750797210073344,1.511836903527708,0.2615308088967498,Iris-setosa
+13,5.108995808987264,3.071502182067381,1.5127188554406572,0.26153081169913533,Iris-setosa
+14,6.179366489119219,3.0540002933778054,4.899547202104695,1.665467009731195,Iris-versicolor
+15,5.109032727325948,3.075275239931696,1.5124792590717249,0.2615308095992588,Iris-setosa
+16,6.179366488624524,3.0540000001983447,4.899494240804466,1.6655384755178586,Iris-versicolor
+17,5.108972202564006,3.074176721635803,1.5124690449191749,0.2615308095701872,Iris-setosa
+18,5.108990393310525,3.076149859782954,1.512660845986106,0.2615308097292025,Iris-setosa
+19,6.179366488626093,3.054000000402829,4.899493121798122,1.6654309836906744,Iris-versicolor
+20,5.108968582979344,3.0739915946903027,1.5125628031906955,0.2615308104020266,Iris-setosa
+21,5.109003329326069,3.0770358874672423,1.5126095904537762,0.2615308094064892,Iris-setosa
+22,6.179366488626866,3.054000000676062,4.899494722918112,1.6654672607928844,Iris-versicolor
+23,5.108975741799891,3.0833626964584617,1.5124834790696526,0.26153080899326825,Iris-setosa
+24,5.108947716210572,3.0540000328415497,4.899511466501529,1.6654279606228362,Iris-versicolor
+25,5.108961096927606,3.072896226991254,1.512457653935981,0.26153081346979484,Iris-setosa
+26,5.108989921789896,3.0696985933618635,1.5127475850620051,0.26153081427743535,Iris-setosa
+27,5.108975437231647,3.0748462951063247,1.512403664346453,0.261530810913211,Iris-setosa
+28,6.179366488623425,3.0540000001819623,4.899492464918445,1.6654398490498952,Iris-versicolor
+29,5.108991430305536,3.0786554665058548,1.5127018578683034,0.26153080941823675,Iris-setosa
+30,5.109128635192594,3.0709775746895835,1.512577851464458,0.26153080948681445,Iris-setosa
+31,6.1793664886233906,3.054000000186845,4.899492427181981,1.6654376580517973,Iris-versicolor
+0,6.179366488623521,3.054000000172801,4.899493709199898,1.6655176442957238,Iris-versicolor
+1,5.108956635005082,3.063668353416333,1.5124468483978666,0.26153081817922197,Iris-setosa
+2,5.10894772678472,3.0540173641110373,1.5101009153998395,0.261530808433975,Iris-setosa
+3,5.109057625192155,3.075781607011973,1.512660460264243,0.26153080942671647,Iris-setosa
+4,6.1793664886235735,3.0540000002613072,4.899492116641149,1.665427715656888,Iris-versicolor
+5,6.179366488625605,3.0540000002338856,4.899494697801755,1.6655523329684416,Iris-versicolor
+6,5.108947717421513,3.054000319895605,4.899536275340682,1.6654274756450604,Iris-versicolor
+7,5.108947742038665,3.054005667613325,4.899642970452053,1.6654274753733114,Iris-setosa
+8,5.108967434214085,3.0674470668998177,1.5123181486008594,0.26153081166415865,Iris-setosa
+9,5.108971958220516,3.078547851970305,1.5127323872518859,0.26153080925424577,Iris-setosa
+10,6.179366488626161,3.054000000314435,4.899493632917621,1.6654561360329887,Iris-versicolor
+11,5.108947716178853,3.0540000014892303,4.899494738247468,1.6654275504412273,Iris-versicolor
+12,6.179366488623489,3.0540000001913676,4.8994922615284295,1.6654298050877991,Iris-versicolor
+13,5.1089743019977005,3.0767284394444574,1.512485254045724,0.2615308094824879,Iris-setosa
+14,5.109091567400956,3.0730777477349496,1.5128159137542445,0.26153080913768656,Iris-setosa
+15,6.17936648862416,3.0540000002280694,4.899492516930354,1.6654307503941477,Iris-versicolor
+16,6.17936648879287,3.054000025052294,4.8995100776618035,1.665434810157482,Iris-versicolor
+17,6.1793664886315876,3.0540000008826813,4.899494947609989,1.6654469207862297,Iris-versicolor
+18,5.108950216002883,3.0596754460348556,1.511843802479711,0.2615308273025335,Iris-setosa
+19,6.17936648863072,3.0540000005757464,4.899494001715483,1.6654335723057352,Iris-versicolor
+20,5.108947988181447,3.056587541962274,1.511080811654896,0.26153089054871614,Iris-setosa
+21,5.109062880594091,3.073797226852678,1.512811118143765,0.26153080961402353,Iris-setosa
+22,5.1089477169116355,3.054001361053237,4.8996257463673905,1.665429761395866,Iris-versicolor
+23,5.108953912900385,3.077902119679482,1.5121784152740045,0.2615308090978037,Iris-setosa

iris/lct_gan/2/0/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor

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

iris/lct_gan/2/0/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor

iris/lct_gan/2/1/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108951001337085,3.067952848777257,1.5114600392357875,0.26153080960450675,Iris-setosa
+1,5.108947741829744,3.0541120386730265,4.9001611923230115,1.665428363753639,Iris-setosa
+2,6.179366488632484,3.0540000009450248,4.899494654320169,1.6654320976094474,Iris-versicolor
+3,6.179366488623339,3.0540000001442174,4.899493520244202,1.6655794861327384,Iris-versicolor
+4,6.179366488632692,3.05400000110493,4.899497215680627,1.6655223238240926,Iris-versicolor
+5,5.10894777742575,3.05420218902676,4.900567659542462,1.665429064255763,Iris-setosa
+6,5.108963631455475,3.086449379815633,1.5124110579974994,0.2615308090142526,Iris-setosa
+7,5.108971746459466,3.0750369198996657,1.5125658072327135,0.26153081034611014,Iris-setosa
+8,6.1793664886235655,3.0540000002757934,4.899492088679426,1.6654276219363378,Iris-versicolor
+9,5.10894771617755,3.054000001215704,4.899494240003514,1.6654275830840428,Iris-versicolor
+10,6.179366488624468,3.05400000021677,4.899494307318062,1.6655448035201414,Iris-versicolor
+11,5.108986146851346,3.0710970108054245,1.512371885207647,0.2615308098179157,Iris-setosa
+12,5.1089648824133755,3.065562386146085,1.5125807297320606,0.26153081282436375,Iris-setosa
+13,5.108953124135715,3.0590939439814657,1.512050800537384,0.2615308298198913,Iris-setosa
+14,6.17936648867234,3.054000003281587,4.8994993584072635,1.6654442712135074,Iris-versicolor
+15,5.108956720837645,3.1003608635262965,1.5128437744259682,0.26153080904798603,Iris-setosa
+16,5.108969449101892,3.082001348837559,1.5126149559411664,0.26153080881446933,Iris-setosa
+17,5.108966259630439,3.0670849889444707,1.5124081090586048,0.26153081208105067,Iris-setosa
+18,5.10906456973755,3.07132593056409,1.5130891410546758,0.26153080952872576,Iris-setosa
+19,5.109045174372674,3.0758917346194052,1.5128666887217892,0.2615308094833548,Iris-setosa
+20,5.10899144715162,3.0771731839414858,1.5121628772174625,0.261530809318796,Iris-setosa
+21,5.109105367303577,3.072127874179604,1.5127151481680734,0.26153080935608763,Iris-setosa
+22,5.108953629832118,3.072708912175998,1.5118341334179084,0.2615308088258299,Iris-setosa
+23,6.17936648862361,3.054000000178331,4.899492322743277,1.6654313438094457,Iris-versicolor
+24,5.108973452884574,3.0702633712519063,1.51270429531092,0.2615308192899461,Iris-setosa
+25,6.1793664886564414,3.0540000043527225,4.899500397964544,1.6654845707120907,Iris-versicolor
+26,5.109037659174167,3.0736894819142946,1.5123917483472555,0.26153081052727206,Iris-setosa
+27,6.179366488623044,3.054000000132304,4.899492599274832,1.6654566376943711,Iris-versicolor
+28,6.179366488624824,3.0540000002126257,4.899492907165383,1.6654437428789912,Iris-versicolor
+29,5.108992825180563,3.0772368382330724,1.512646548671637,0.2615308123555196,Iris-setosa
+30,6.179366488623072,3.0540000001367043,4.899492293910134,1.6654404267176812,Iris-versicolor
+31,5.108968349968529,3.065021320642819,1.512903189727118,0.26153082035303693,Iris-setosa
+0,5.108947716528482,3.0540000840829453,4.89953766111782,1.665429957756164,Iris-versicolor
+1,5.1089477204202405,3.0540217336294355,4.8999004230338885,1.6654306805577879,Iris-versicolor
+2,5.108948409796951,3.0570431358542742,1.5112566026015393,0.2615308794966946,Iris-setosa
+3,6.179366488623001,3.0540000001263357,4.899493253720164,1.6655701145096937,Iris-versicolor
+4,6.179366488651041,3.054000001279751,4.8994962152942545,1.6654366941445107,Iris-versicolor
+5,6.179366488623328,3.0540000001760297,4.899492181263336,1.6654298510010996,Iris-versicolor
+6,5.108947993546057,3.0546939848607573,1.5104903058965942,0.26153080871452894,Iris-setosa
+7,5.109029243491584,3.0748366147083552,1.5129982987421138,0.26153080929512873,Iris-setosa
+8,5.108947716291763,3.054000097498105,4.899528284930586,1.6654285701013274,Iris-versicolor
+9,5.108947716282906,3.054000015432358,4.899509651128381,1.6654279352649486,Iris-versicolor
+10,6.1793664886230255,3.0540000001332213,4.899492318877064,1.6654421381465954,Iris-versicolor
+11,5.108949150572398,3.055994719011076,1.510785113597817,0.26153080861186584,Iris-setosa
+12,5.108951646588768,3.0657169537511137,1.5117610168992737,0.2615308093290591,Iris-setosa
+13,5.10894771619366,3.054000006870899,4.899500219803862,1.6654274877499855,Iris-versicolor
+14,6.179366488632311,3.0540000023949463,4.89949610800174,1.665440367319258,Iris-versicolor
+15,6.179366488622884,3.054000000123918,4.8994924868045615,1.66545528976676,Iris-versicolor
+16,5.108948298864252,3.056436020309841,1.511038542438235,0.2615308363962775,Iris-setosa
+17,5.108971321805222,3.0819045062199883,1.5127523819015507,0.2615308096420145,Iris-setosa
+18,6.179366488882017,3.054000074986304,4.899521955878708,1.6654733614992192,Iris-versicolor
+19,5.108947725600521,3.0540026644959313,4.899600465518578,1.6654274752173723,Iris-setosa
+20,5.108948314129065,3.056708277276712,1.5111155714834668,0.2615308564723424,Iris-setosa
+21,5.109007736402737,3.0787288285639067,1.5128267031096574,0.26153080928345923,Iris-setosa
+22,5.108947716187037,3.0540000032229426,4.899497410416845,1.6654275090515698,Iris-versicolor
+23,5.108947716241192,3.054000079520266,4.899525156470217,1.6654276629745286,Iris-versicolor
+24,5.108951752301552,3.0693206006261864,1.5118917331838106,0.2615308088482597,Iris-setosa
+25,6.179366488626373,3.054000000499364,4.899495415369659,1.6655256820613433,Iris-versicolor
+26,6.179366488624427,3.0540000002786387,4.8994931253057485,1.665448003798626,Iris-versicolor
+27,6.179366488622898,3.054000000119804,4.899492456133922,1.6654547765936976,Iris-versicolor
+28,6.179366488623227,3.054000000145689,4.899492276574103,1.6654372401886304,Iris-versicolor
+29,5.109155103914562,3.0715489854150886,1.5128565282384525,0.2615308096458354,Iris-setosa
+30,6.179366488623014,3.0540000001248147,4.899493258561947,1.665589377689927,Iris-versicolor
+31,6.179366488626267,3.0540000004561616,4.899493298256517,1.6654322236381334,Iris-versicolor
+0,5.108974891527395,3.08548543241378,1.5125987898319255,0.2615308092169344,Iris-setosa
+1,5.108952608202353,3.059390888136539,1.5117238356059435,0.2615308177010957,Iris-setosa
+2,6.1793664886231205,3.0540000001457117,4.899492114062243,1.6654311186570028,Iris-versicolor
+3,5.108948050611242,3.0549641642368113,1.5108390435776469,0.26153084133506693,Iris-setosa
+4,5.108950006456485,3.0708946497571032,1.5114885636031223,0.2615308086828545,Iris-setosa
+5,6.179366488629766,3.054000000836113,4.8994941923728925,1.6654307486642492,Iris-versicolor
+6,6.179366488623308,3.054000000164949,4.899492192288886,1.6654307677192188,Iris-versicolor
+7,5.109068594478555,3.0752810935699824,1.513082335511685,0.26153080912239635,Iris-setosa
+8,5.108947716178057,3.054000001333558,4.899494388447466,1.6654275385587236,Iris-versicolor
+9,6.179366488626045,3.0540000003381063,4.89949480223855,1.6655166537814163,Iris-versicolor
+10,5.108948732379055,3.0614872412643463,1.511374161735117,0.2615308163486187,Iris-setosa
+11,6.179366488623481,3.0540000001767784,4.899493357520702,1.6654875014591215,Iris-versicolor
+12,5.109018511286602,3.074175031228707,1.5122984407332487,0.2615308094896613,Iris-setosa
+13,5.108948004587913,3.055325161941528,1.5107083831643993,0.26153081510411147,Iris-setosa
+14,5.109061057309679,3.0759923202812596,1.51272347877706,0.26153080964479086,Iris-setosa
+15,6.179366488628725,3.0540000006621693,4.899494741544026,1.6654619438876535,Iris-versicolor
+16,5.108947716181677,3.0540000020578186,4.899495770392169,1.6654275339536806,Iris-versicolor
+17,5.108947717016728,3.0540003241387446,4.89953248478099,1.6654274753168556,Iris-versicolor
+18,6.179366488639889,3.0540000029261,4.8994972141107835,1.6654423948557948,Iris-versicolor
+19,5.108947716175391,3.0540000006717793,4.899493101459808,1.6654276744120182,Iris-versicolor
+20,5.109024411003237,3.072983468096519,1.5124221808394724,0.2615308093951255,Iris-setosa
+21,6.179366488702163,3.0540000100734686,4.899503856615033,1.665452003863837,Iris-versicolor
+22,5.108982007038131,3.0746639951654533,1.5120682809278105,0.26153080883829155,Iris-setosa
+23,6.179366488623193,3.0540000001535863,4.899492354313819,1.6654398335889404,Iris-versicolor
+24,6.179366488624455,3.0540000002118464,4.899493465013788,1.6654711895863599,Iris-versicolor
+25,6.1793664886232404,3.0540000001510257,4.899492094460377,1.6654294842128499,Iris-versicolor
+26,6.179366488623355,3.0540000001582004,4.899492273609987,1.6654330544322555,Iris-versicolor
+27,6.179366488624298,3.054000000238881,4.899492751109139,1.6654373750454337,Iris-versicolor
+28,5.10894773640716,3.0541667369513634,4.900319999916419,1.6654291916644643,Iris-setosa
+29,6.179366488623015,3.0540000001164045,4.89949204040372,1.6654328884105962,Iris-versicolor
+30,6.179366488996576,3.054000123696629,4.899530443945736,1.66546694663202,Iris-versicolor
+31,6.179366488627463,3.054000000814969,4.899493688843644,1.66542861276024,Iris-versicolor
+0,6.179366488672921,3.0540000037182127,4.899499086589534,1.665436181971113,Iris-versicolor
+1,5.108947769918404,3.054343871843291,1.5105438997268876,0.2615308933668545,Iris-setosa
+2,6.179366488624608,3.0540000002153307,4.899493677308746,1.665481558010052,Iris-versicolor
+3,5.1089839712371585,3.0744034052273674,1.512306586777499,0.26153080992827304,Iris-setosa
+4,5.109001519230284,3.076019833669135,1.512841481193756,0.26153081195462374,Iris-setosa
+5,5.108962283033686,3.079039840930797,1.5123677401827418,0.26153080878560603,Iris-setosa
+6,5.108951637977167,3.063883710475399,1.5114885649346104,0.26153080870709605,Iris-setosa
+7,6.179366488627969,3.0540000008331276,4.899493829313186,1.6654292709124114,Iris-versicolor
+8,5.10898200334224,3.082412977454622,1.5125996600106157,0.26153080929467304,Iris-setosa
+9,5.10895133166987,3.0670857584821776,1.5115324318345795,0.2615308086296009,Iris-setosa
+10,5.109071539673774,3.075128171294527,1.512691823978759,0.2615308093227815,Iris-setosa
+11,5.109018727115052,3.073765374753256,1.5124513318255957,0.26153081016945784,Iris-setosa
+12,6.179366488625152,3.0540000001954133,4.899494390082959,1.6655531320632257,Iris-versicolor
+13,5.1089492704629365,3.06557380444354,1.5114730654912234,0.2615308100375004,Iris-setosa
+14,6.179366488625094,3.0540000005377737,4.899492757386892,1.665427694478377,Iris-versicolor
+15,5.108948109584949,3.054588959666648,1.5106317039420627,0.26153081125824557,Iris-setosa
+16,6.17936648862456,3.054000000207621,4.899494289288903,1.6655504158801544,Iris-versicolor
+17,6.179366488623604,3.0540000002117083,4.8994924262247315,1.6654326438304003,Iris-versicolor
+18,6.179366488622879,3.054000000120438,4.899492871070042,1.665488905093962,Iris-versicolor
+19,5.108958627154679,3.080899607498803,1.512426449180661,0.2615308089262698,Iris-setosa
+20,5.109018399032749,3.0768173516378803,1.5126414160922437,0.26153080964544695,Iris-setosa
+21,5.108983370078541,3.076675516823063,1.512121888687518,0.2615308093262159,Iris-setosa
+22,6.179366488636495,3.054000002042233,4.899496022211086,1.6654330217045767,Iris-versicolor
+23,5.108949708339636,3.089263949488059,1.5117786005312397,0.26153080884535856,Iris-setosa

iris/lct_gan/2/1/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor

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

iris/lct_gan/2/1/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor

iris/lct_gan/2/10/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.10918175755914,3.0713673085099753,1.5128785414240904,0.26153080951744007,Iris-setosa
+1,5.108979010526407,3.0822635454673413,1.512762361507349,0.2615308095460555,Iris-setosa
+2,5.109040070246016,3.0759283955245373,1.5125514726365774,0.26153080958460867,Iris-setosa
+3,6.179366488646907,3.054000002190908,4.899496267290324,1.6654283788809405,Iris-versicolor
+4,5.108954802381662,3.072352389220351,1.512744267813015,0.2615308262435824,Iris-setosa
+5,5.108981930113015,3.0718808751145694,1.5124852655170062,0.26153081250696636,Iris-setosa
+6,5.108972614192961,3.0861124060155727,1.512469881503396,0.26153080909292103,Iris-setosa
+7,6.17936648862312,3.054000000138774,4.8994933839845745,1.6655189145951637,Iris-versicolor
+8,5.108947722741648,3.0540078738414174,4.899639085880352,1.6654274762036059,Iris-setosa
+9,6.179366488623252,3.0540000001609005,4.899492051984467,1.6654286403281937,Iris-versicolor
+10,5.108947716583143,3.054000722057894,4.8995809718144265,1.6654286311691113,Iris-versicolor
+11,6.1793664886231365,3.054000000140605,4.89949326393789,1.66550527814463,Iris-versicolor
+12,5.1089481261678635,3.056106784549501,1.5112077475374253,0.26153100004252405,Iris-setosa
+13,6.179366488623185,3.0540000001410097,4.899493422652811,1.6655388741221404,Iris-versicolor
+14,5.108973214738265,3.082253763644946,1.5124711742759276,0.2615308092786204,Iris-setosa
+15,5.108947725653518,3.054004126659551,4.8996423791495225,1.6654274795344401,Iris-versicolor
+16,5.10907138567622,3.0745541364132443,1.5129645262631868,0.26153080945527996,Iris-setosa
+17,5.109096006453158,3.072739436098416,1.5127933257754322,0.2615308094736237,Iris-setosa
+18,5.108948909672186,3.0560425696062277,1.5107349129113359,0.26153080895783454,Iris-setosa
+19,5.108961263824746,3.064880562858808,1.5121713469157452,0.26153081134569856,Iris-setosa
+20,5.108953813985284,3.0894868835956935,1.512275936945454,0.261530808837926,Iris-setosa
+21,6.179366488623631,3.0540000001627434,4.899493126265098,1.6654687656687008,Iris-versicolor
+22,6.179366488647688,3.054000002603709,4.899497496339559,1.6654443365637208,Iris-versicolor
+23,5.1089484412242765,3.0593899805489198,1.5114585604646094,0.26153090476328117,Iris-setosa
+24,6.179366488623655,3.05400000026064,4.899492190378107,1.6654278833123373,Iris-versicolor
+25,5.109028891901626,3.0722430053920404,1.5124785126190066,0.26153081007489126,Iris-setosa
+26,5.108972028488866,3.069500542046681,1.5123002323017105,0.2615308087743154,Iris-setosa
+27,5.1089477161745105,3.0540000005909036,4.89949277781929,1.6654276110377113,Iris-versicolor
+28,5.109110531057689,3.073686717696215,1.5127539954602942,0.26153080995036576,Iris-setosa
+29,6.179366489283753,3.0540019041537043,4.899629260607073,1.665448730428449,Iris-versicolor
+30,6.179366488622993,3.054000000126159,4.8994920857967985,1.6654338254754832,Iris-versicolor
+31,6.179366488648247,3.0540000041951716,4.899498434280266,1.6654371050928634,Iris-versicolor
+0,5.108966663523326,3.071059395222761,1.512279340638749,0.26153081146227275,Iris-setosa
+1,5.10908616691772,3.0722298926627105,1.513096793833793,0.26153080908992155,Iris-setosa
+2,5.108969150625142,3.0757956084124616,1.5123026447533194,0.2615308089778911,Iris-setosa
+3,5.108947716258938,3.0540000177669735,4.899508629139764,1.6654278043371575,Iris-versicolor
+4,5.109060012019733,3.073645582846969,1.5130476471737833,0.2615308093983252,Iris-setosa
+5,5.108952772370411,3.0634956952355545,1.511537079445035,0.26153080907612375,Iris-setosa
+6,5.10903251414291,3.0770595805350816,1.5126525553217627,0.26153080956499386,Iris-setosa
+7,5.109069654987626,3.072947592828209,1.5126600522143487,0.2615308090338542,Iris-setosa
+8,5.10915338443534,3.0718095785729975,1.5128903080917753,0.26153081002317097,Iris-setosa
+9,6.1793664886238835,3.054000000236351,4.899492577040434,1.665434192902961,Iris-versicolor
+10,5.109096425324968,3.0749080464824945,1.5128660661998874,0.26153080950720375,Iris-setosa
+11,6.179366488624451,3.0540000002846677,4.8994928652828404,1.6654375913801143,Iris-versicolor
+12,6.1793664886232875,3.0540000001707437,4.899492282087259,1.665433441269564,Iris-versicolor
+13,5.108947717749916,3.054000546767379,4.899550760338174,1.6654274757675858,Iris-versicolor
+14,5.108948823457504,3.055746720392227,1.5111870462772632,0.2615308562645781,Iris-setosa
+15,5.109074013242675,3.072205962937878,1.5125510705271685,0.26153080949736207,Iris-setosa
+16,5.10895212685711,3.073697261006759,1.5117197660661719,0.26153080932997746,Iris-setosa
+17,5.108959871760068,3.0888675602934437,1.5126087700522568,0.2615308090405164,Iris-setosa
+18,6.179366488652465,3.0540000015323416,4.899495889386948,1.6654284161680477,Iris-versicolor
+19,6.179366488622939,3.0540000001238363,4.899493192864952,1.6655399050691146,Iris-versicolor
+20,6.179366488631082,3.0540000009483093,4.899495528379719,1.6654674254612123,Iris-versicolor
+21,6.179366488627146,3.054000000357054,4.899495223965114,1.665527665326659,Iris-versicolor
+22,5.109139945141416,3.071282971685092,1.5124349653786056,0.26153080957672326,Iris-setosa
+23,5.109070440412304,3.0722690779091058,1.5129475751904946,0.2615308093055272,Iris-setosa
+24,6.179366488627339,3.0540000003723704,4.899493446717645,1.66543813184682,Iris-versicolor
+25,6.179366488625707,3.0540000003052503,4.89949317070107,1.665440419172799,Iris-versicolor
+26,5.1090886938304205,3.0755006178850177,1.5129145122923073,0.2615308104181239,Iris-setosa
+27,5.108987338317907,3.073002044865548,1.5127651623437972,0.26153081050209287,Iris-setosa
+28,5.108951139061234,3.0708083939176882,1.5117106382030745,0.26153080867192074,Iris-setosa
+29,6.1793664886236455,3.0540000001626764,4.899493726787074,1.6655321584378124,Iris-versicolor
+30,5.109000481838141,3.0770917803753917,1.5123837678172194,0.2615308094108625,Iris-setosa
+31,6.179366488632986,3.0540000014570845,4.899496955415545,1.665484258160249,Iris-versicolor
+0,6.179366488623036,3.054000000112816,4.899492024143545,1.6654325166881434,Iris-versicolor
+1,6.179366488623054,3.0540000001293195,4.899492077253782,1.6654319937096014,Iris-versicolor
+2,5.1089869744584915,3.079977751233638,1.5125510103029371,0.2615308093349884,Iris-setosa
+3,5.1090758455073955,3.0735110747394785,1.512654676279898,0.2615308095394822,Iris-setosa
+4,5.108947716188138,3.0540000055702325,4.8994997289423345,1.6654280603268767,Iris-versicolor
+5,5.108947716250561,3.0540000224662864,4.899510968120935,1.6654275678387342,Iris-versicolor
+6,6.17936648862307,3.05400000013694,4.899492105454437,1.665432318304818,Iris-versicolor
+7,5.109006364926473,3.0786493842601326,1.5128629718215223,0.26153080912732346,Iris-setosa
+8,6.179366488624214,3.054000000189999,4.899494091934179,1.6655312558239312,Iris-versicolor
+9,6.179366488627484,3.0540000005605767,4.899493182612303,1.6654279907520828,Iris-versicolor
+10,5.1089505321408,3.0629618566251016,1.5115670464285245,0.2615308097565468,Iris-setosa
+11,6.179366488623189,3.054000000137503,4.899492007453362,1.6654289221798646,Iris-versicolor
+12,5.108951656996669,3.062815564770241,1.5123769813247505,0.2615308547089465,Iris-setosa
+13,5.108948043003632,3.05412158495782,1.5103351201893358,0.26153080900739495,Iris-setosa
+14,6.1793664886243596,3.054000000224917,4.8994943098451555,1.6655832483270592,Iris-versicolor
+15,5.108984787830296,3.079249422432285,1.51277457657926,0.2615308097204573,Iris-setosa
+16,6.179366488623413,3.0540000001860754,4.899492352593689,1.665434095966917,Iris-versicolor
+17,5.109124569367639,3.0703617416755087,1.51281552700816,0.26153080949744545,Iris-setosa
+18,5.10894956670722,3.0615921559782775,1.5112682546588245,0.26153080956286007,Iris-setosa
+19,6.179366488624369,3.0540000001985765,4.8994940957557365,1.6655194657793937,Iris-versicolor
+20,5.109020776995315,3.0750065312098154,1.5125684470615226,0.2615308091797033,Iris-setosa
+21,6.179366488673799,3.0540000028546013,4.899498146793105,1.665429355172225,Iris-versicolor
+22,6.179366488625284,3.054000000288859,4.899493454830986,1.665455140404857,Iris-versicolor
+23,5.108947716255551,3.0540000589557383,4.899520131861302,1.6654275670410248,Iris-versicolor
+24,5.108993008847723,3.0781462643713913,1.5127234363742847,0.26153080914070215,Iris-setosa
+25,5.1089505523300796,3.0590459456769326,1.5118964513631357,0.26153083363942936,Iris-setosa
+26,5.108964423064522,3.084172987465206,1.5124243907000448,0.2615308089138257,Iris-setosa
+27,6.179366488624909,3.054000000333038,4.89949257800026,1.6654281035665213,Iris-versicolor
+28,5.1089477161746695,3.0540000004743066,4.899492589748517,1.6654276061750728,Iris-versicolor
+29,5.109061679192823,3.0763932542560957,1.5127025543390065,0.26153081023369734,Iris-setosa
+30,5.108998203629376,3.076491524865184,1.5122247498311283,0.2615308099955075,Iris-setosa
+31,5.108981547223289,3.067322314856138,1.512698546764643,0.26153081199325057,Iris-setosa
+0,6.179366488624039,3.0540000002824077,4.899492337971584,1.6654280583634908,Iris-versicolor
+1,6.179366488622938,3.0540000001143457,4.8994921394016915,1.6654394848181593,Iris-versicolor
+2,6.179366488622861,3.0540000001163086,4.899492569869934,1.6654662457831992,Iris-versicolor
+3,5.109193457965616,3.069298337159777,1.5128828030054162,0.2615308094046907,Iris-setosa
+4,6.179366488623252,3.0540000001551277,4.8994927761131875,1.6654570532045416,Iris-versicolor
+5,5.108985589643075,3.0787466196961133,1.5121832022810227,0.26153080918712784,Iris-setosa
+6,5.1089547512869435,3.0609341183287517,1.5121549952175464,0.26153081564336766,Iris-setosa
+7,5.109061523350527,3.0743583840517124,1.5126539906659442,0.26153080918180555,Iris-setosa
+8,5.109141360302203,3.0723808814344307,1.5127000124257843,0.2615308094610937,Iris-setosa
+9,5.108947716174225,3.0540000004674557,4.899492505673413,1.6654275992561511,Iris-versicolor
+10,5.109078146375105,3.0747483384299827,1.5127610648427752,0.2615308098529222,Iris-setosa
+11,6.179366488622941,3.05400000012923,4.899492780142187,1.6654735580453117,Iris-versicolor
+12,5.108954265528411,3.073131414135467,1.5122653575554734,0.26153081013525137,Iris-setosa
+13,6.179366488712717,3.0540000685525843,4.89951925197314,1.6654528312041363,Iris-versicolor
+14,6.179366488632936,3.0540000006661345,4.899494985942731,1.6654606301987689,Iris-versicolor
+15,5.108956335718054,3.074474259043271,1.5122220307275656,0.261530810141227,Iris-setosa
+16,6.1793664886261785,3.054000000283295,4.899493545186896,1.6654546299623536,Iris-versicolor
+17,5.10894771741213,3.0540027598303245,4.899635639304645,1.6654275095637363,Iris-versicolor
+18,6.179366488843661,3.0540000596204324,4.8995197406560465,1.6654547015049144,Iris-versicolor
+19,5.109026376569807,3.075655050257479,1.5130418722025885,0.2615308089810495,Iris-setosa
+20,6.17936648862856,3.054000000687702,4.899493534538255,1.6654286771721227,Iris-versicolor
+21,5.108967103854678,3.0661591586127193,1.5123274360376855,0.26153081288990754,Iris-setosa
+22,5.108947716405129,3.0540000449038924,4.8995220633838175,1.6654288085954152,Iris-versicolor
+23,5.108953700704572,3.0638661165573535,1.5124077274336283,0.26153081979028847,Iris-setosa

iris/lct_gan/2/10/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor

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

iris/lct_gan/2/10/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor

iris/lct_gan/2/11/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108983117025369,3.084492036510404,1.512628112067904,0.2615308092532564,Iris-setosa
+1,6.179366488622943,3.054000000123284,4.899493198865894,1.665546886863476,Iris-versicolor
+2,5.108947716179324,3.0540000043831137,4.899496750880112,1.6654274840613552,Iris-versicolor
+3,5.108965117488316,3.0848192059493083,1.5124632160739229,0.26153080997556505,Iris-setosa
+4,5.109156465744361,3.0711925204162562,1.512657103889987,0.2615308092589677,Iris-setosa
+5,5.108958890565311,3.086032966541533,1.512254752150264,0.2615308092303449,Iris-setosa
+6,6.179366488623311,3.0540000001599528,4.899492966144072,1.6654662857379385,Iris-versicolor
+7,6.179366488624958,3.05400000030727,4.899492541437935,1.665428142781369,Iris-versicolor
+8,6.179366488646054,3.054000001694489,4.899497865513565,1.6654864135113272,Iris-versicolor
+9,5.109049112993676,3.076833717998392,1.512424671131925,0.2615308098500445,Iris-setosa
+10,5.108947730003679,3.0540261780904725,4.8999458217503795,1.665428228993865,Iris-versicolor
+11,6.179366488623921,3.0540000001591348,4.899493833752108,1.6655426745251718,Iris-versicolor
+12,5.108947716188352,3.054000002341619,4.899496474657812,1.6654278721718223,Iris-versicolor
+13,5.1089477162308325,3.054000050222682,4.8995181541068265,1.6654275232190927,Iris-versicolor
+14,6.179366488623922,3.054000000187613,4.899492513351832,1.6654352957517382,Iris-versicolor
+15,6.1793664886231925,3.0540000001382865,4.899493086674726,1.665485409551326,Iris-versicolor
+16,6.179366488622828,3.0540000001211394,4.899492879486436,1.6654930963524772,Iris-versicolor
+17,5.108965262396672,3.06612750533737,1.5128598170140815,0.26153081400371453,Iris-setosa
+18,6.179366488623446,3.0540000001777265,4.8994934268676875,1.665495425038302,Iris-versicolor
+19,5.10908627865274,3.071668748342968,1.5129895963406785,0.261530809281496,Iris-setosa
+20,6.179366488622945,3.054000000108911,4.8994921069593955,1.6654393433739219,Iris-versicolor
+21,6.179366488636151,3.054000001284093,4.899495911608655,1.6654472399350642,Iris-versicolor
+22,5.109018797785338,3.077778079216694,1.5127978571367333,0.2615308097327472,Iris-setosa
+23,5.109063613904797,3.0747879342038154,1.512684395299333,0.26153080963268094,Iris-setosa
+24,5.1090479260172685,3.0755051127579813,1.5125061688560943,0.261530809651031,Iris-setosa
+25,6.179366488624904,3.054000000384832,4.899492572929756,1.6654278763484855,Iris-versicolor
+26,5.109043481238679,3.0746588064206244,1.5126532577329512,0.26153080922076627,Iris-setosa
+27,5.108973016791966,3.082017286961606,1.5123436662632,0.26153080905364817,Iris-setosa
+28,5.109032777364584,3.074757833688127,1.5127463811919104,0.26153080912771287,Iris-setosa
+29,5.108991125839778,3.0821371416544423,1.5131869974417513,0.2615308090355638,Iris-setosa
+30,5.109062067062713,3.075347906507971,1.5125634490648505,0.2615308098065901,Iris-setosa
+31,5.108958134995994,3.0763397456269073,1.5119957070417913,0.26153080930547906,Iris-setosa
+0,5.108947716513095,3.054000100488525,4.899537472205253,1.6654279035409176,Iris-versicolor
+1,5.109105358886941,3.071265127425805,1.512897082498429,0.2615308091326054,Iris-setosa
+2,5.109134530335805,3.069048428984626,1.5128809381026864,0.26153080920545574,Iris-setosa
+3,6.179366489163875,3.054001250030952,4.899601012008993,1.6654611205874343,Iris-versicolor
+4,5.108986235277277,3.08239606050437,1.5125041658882898,0.26153080934530554,Iris-setosa
+5,5.108951721625504,3.074670763233483,1.5117049053273885,0.2615308094188234,Iris-setosa
+6,5.1090616870201675,3.075105065844393,1.5126438113369294,0.26153080997715794,Iris-setosa
+7,5.108947902061743,3.0545108436908066,1.5104327462289684,0.26153080857208494,Iris-setosa
+8,5.1091435029832555,3.071251367512044,1.5130569819296482,0.2615308091991465,Iris-setosa
+9,5.108985449939071,3.0770878924390708,1.5122564920979558,0.2615308092111878,Iris-setosa
+10,6.179366488636509,3.0540000013391553,4.8994947756153255,1.6654280573543172,Iris-versicolor
+11,5.108959900089354,3.065939806558217,1.5123849915572136,0.2615308145986025,Iris-setosa
+12,5.108952233623976,3.060588441749492,1.512024754786375,0.2615308233101548,Iris-setosa
+13,6.179366488623416,3.0540000001389744,4.899493541256561,1.665549015323167,Iris-versicolor
+14,5.108997387273237,3.0781811205657097,1.5124542508572192,0.2615308098406365,Iris-setosa
+15,5.108947716238165,3.0540000339968865,4.899512510105366,1.6654274888517384,Iris-versicolor
+16,5.108972473928489,3.075018101643909,1.51216571308229,0.2615308088407549,Iris-setosa
+17,6.179366488685254,3.0540000105704443,4.899502942476564,1.6654403094908268,Iris-versicolor
+18,6.179366488630166,3.054000000616479,4.899493998878848,1.6654320156791322,Iris-versicolor
+19,6.179366488634587,3.0540000027411467,4.899496126973454,1.6654317377356138,Iris-versicolor
+20,6.1793664886238515,3.054000000205059,4.8994924775735695,1.6654327922408294,Iris-versicolor
+21,5.108991063787898,3.0794990633621238,1.5127645824295146,0.26153080981545207,Iris-setosa
+22,6.179366488624485,3.054000000523726,4.899492716697096,1.665427849825376,Iris-versicolor
+23,6.179366488643665,3.054000001107517,4.899495810342082,1.665444707091355,Iris-versicolor
+24,6.179366488623763,3.054000000262188,4.899492296630643,1.6654282566862786,Iris-versicolor
+25,5.108948773167557,3.057497203952631,1.5115140799339746,0.26153083100452906,Iris-setosa
+26,5.10895621741034,3.061784351240306,1.5121391165048927,0.2615308201094018,Iris-setosa
+27,6.1793664886229305,3.054000000121544,4.899492233853299,1.6654419217537668,Iris-versicolor
+28,6.179366488623019,3.054000000132013,4.899492303168415,1.665441559432148,Iris-versicolor
+29,6.179366488623312,3.054000000164441,4.899492195966072,1.6654307543882276,Iris-versicolor
+30,6.179366488680903,3.0540000100736413,4.899502709937376,1.6654504568188837,Iris-versicolor
+31,6.179366488623091,3.054000000140335,4.899492819967004,1.6654677155281583,Iris-versicolor
+0,5.108947739652913,3.05405280771396,4.900073228715923,1.665428248117387,Iris-setosa
+1,5.108947716211308,3.054000005314819,4.899501272813785,1.665427544376545,Iris-versicolor
+2,5.109039672396582,3.075102958470213,1.5125307151466483,0.26153081003847,Iris-setosa
+3,5.108989742856293,3.078275245652634,1.512480754844982,0.26153080905569265,Iris-setosa
+4,6.179366488622965,3.0540000001127803,4.899492048126699,1.6654352368224805,Iris-versicolor
+5,5.108947716625781,3.0540001362758806,4.899535477699669,1.6654274827215823,Iris-versicolor
+6,6.17936648862284,3.0540000001199017,4.899492961076525,1.6655001578842632,Iris-versicolor
+7,5.108962502622079,3.0676221874402656,1.5125441375710076,0.2615308130983238,Iris-setosa
+8,6.179366488624008,3.054000000224949,4.89949298404575,1.6654490499771497,Iris-versicolor
+9,5.108975297710196,3.071540422295714,1.51282377014862,0.2615308139014749,Iris-setosa
+10,6.179366488625218,3.0540000003070342,4.899493460729637,1.6654538003582706,Iris-versicolor
+11,5.108947843951846,3.0542813527908748,1.5104014065324496,0.2615308087018571,Iris-setosa
+12,5.108967959197012,3.0825366669566985,1.5130651382161147,0.26153080904743553,Iris-setosa
+13,5.1089505370326895,3.0569802667970314,1.5116442839028563,0.2615308669805123,Iris-setosa
+14,5.1089870047974575,3.0802440434783276,1.5124499730931917,0.2615308093559387,Iris-setosa
+15,5.1089563976234125,3.067498187225266,1.5126552414453893,0.2615308283821896,Iris-setosa
+16,6.179366488657698,3.054000005862202,4.899500393312645,1.6654501796129668,Iris-versicolor
+17,6.179366488627488,3.054000000871711,4.899493661778818,1.665428259220788,Iris-versicolor
+18,5.108948046639947,3.0600236010729,1.511550479131674,0.2615309163032139,Iris-setosa
+19,5.108947752156107,3.054206582764579,1.510507549179715,1.6654285730154903,Iris-setosa
+20,6.179366488623363,3.054000000184449,4.899492348302286,1.6654347993300345,Iris-versicolor
+21,6.179366488627934,3.054000000662259,4.899494140294761,1.665446314192678,Iris-versicolor
+22,5.108962741231176,3.0845812062896703,1.5125526336942083,0.2615308092235082,Iris-setosa
+23,5.109119459854077,3.0731900809211647,1.5128613533465147,0.2615308095611565,Iris-setosa
+24,6.179366488649356,3.054000005961154,4.899499149695504,1.6654409357112678,Iris-versicolor
+25,5.1090676324710405,3.0736844622101755,1.513008497326495,0.26153080913912613,Iris-setosa
+26,6.179366488623565,3.0540000002101566,4.899492489256846,1.6654367526890366,Iris-versicolor
+27,5.1089494009446295,3.0570132353700923,1.51131857302837,0.2615308139726422,Iris-setosa
+28,6.1793664902657754,3.0540010569511304,4.899618709265144,1.6654446495233943,Iris-versicolor
+29,6.179366488622917,3.054000000123657,4.899493174516137,1.6655341620628397,Iris-versicolor
+30,5.108965791852139,3.0739411642119405,1.5123409574018536,0.2615308102155102,Iris-setosa
+31,5.109094362979883,3.0751194133758584,1.5126206327919298,0.2615308097393658,Iris-setosa
+0,5.109065571547943,3.0748533175403745,1.512660700136947,0.2615308104918269,Iris-setosa
+1,5.109110819324303,3.070229452026093,1.5131479217481085,0.26153080935226153,Iris-setosa
+2,5.10894771824609,3.0540071338819046,4.899742282211549,1.6654306189131056,Iris-versicolor
+3,6.17936648865494,3.054000001390121,4.89949733044908,1.6654714410622533,Iris-versicolor
+4,6.1793664901151235,3.0540084678987682,4.899734912358881,1.6654355993966046,Iris-versicolor
+5,6.179366488625359,3.054000000263462,4.89949467448234,1.6655274593717673,Iris-versicolor
+6,6.1793664886275925,3.0540000009257606,4.899493593773431,1.6654279263217802,Iris-versicolor
+7,6.179366488632055,3.0540000008795927,4.899496794436887,1.6655184761699624,Iris-versicolor
+8,5.1089477181096505,3.054017962210461,4.899826361857621,1.6654294416163664,Iris-versicolor
+9,5.109083720020718,3.074279446870067,1.5130719374089316,0.26153080923612776,Iris-setosa
+10,6.1793664886253,3.054000000270257,4.899494054479299,1.6654885832703266,Iris-versicolor
+11,6.179366488800366,3.0540000106621314,4.899505569467032,1.6654326090197542,Iris-versicolor
+12,6.179366488626446,3.0540000002791396,4.899493505885455,1.6654512353341095,Iris-versicolor
+13,5.108947716341552,3.0540001134407024,4.899525444127606,1.6654274802264821,Iris-versicolor
+14,5.109014409937546,3.078564021921611,1.513186125419462,0.26153080906977505,Iris-setosa
+15,5.109050101839631,3.0762848605233697,1.512763924674389,0.26153080947999663,Iris-setosa
+16,5.1089714128605515,3.0801512079305304,1.5124838623333838,0.26153080890086305,Iris-setosa
+17,5.109074118059911,3.0742401505397767,1.5126251051580655,0.26153080937631834,Iris-setosa
+18,5.108993019387736,3.0781970442005533,1.512461990080641,0.2615308102851572,Iris-setosa
+19,5.108947717891915,3.0540019625756876,4.899640341034873,1.6654275454586152,Iris-versicolor
+20,6.179366488624728,3.0540000001954413,4.899493420339458,1.6654673855160316,Iris-versicolor
+21,6.179366488624963,3.0540000002542422,4.899492869370905,1.6654356047366479,Iris-versicolor
+22,5.108948092634803,3.0545312980694552,1.510750493933975,0.26153095040186924,Iris-setosa
+23,6.17936648863301,3.054000000495766,4.899494167656916,1.665438346125616,Iris-versicolor

iris/lct_gan/2/11/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor

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

iris/lct_gan/2/11/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor

iris/lct_gan/2/12/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488623134,3.054000000139849,4.899492073114383,1.665430265803141,Iris-versicolor
+1,5.109055005914229,3.075779821620097,1.5127099862959417,0.26153080953322894,Iris-setosa
+2,6.1793664886321755,3.054000001216546,4.8994945196662645,1.665428779690061,Iris-versicolor
+3,6.179366488628991,3.054000000461075,4.899493637075055,1.6654325419163432,Iris-versicolor
+4,6.1793664886249084,3.0540000002062504,4.899492976176302,1.665445909619082,Iris-versicolor
+5,5.108950245851439,3.056294364396441,1.511170518822634,0.2615308148191719,Iris-setosa
+6,5.109041647161243,3.071803227472051,1.5129828647464885,0.2615308091266625,Iris-setosa
+7,6.179366488623276,3.0540000001600327,4.899492095992244,1.6654291755117097,Iris-versicolor
+8,5.108947716218714,3.0540000064751296,4.899501207872705,1.6654290608238451,Iris-versicolor
+9,5.108974555161366,3.073196306449012,1.5122769470328177,0.2615308121453176,Iris-setosa
+10,6.1793664886228745,3.0540000001144065,4.899492541348717,1.6654644060904917,Iris-versicolor
+11,6.179366488623178,3.0540000001376133,4.89949200353505,1.665428866506986,Iris-versicolor
+12,5.108950871868439,3.0589874938144224,1.5118787356065804,0.2615308503214891,Iris-setosa
+13,5.109011844387741,3.0787700535681974,1.5127035166976428,0.2615308092632486,Iris-setosa
+14,5.108980559479056,3.072515722793606,1.512545454924858,0.26153080952206437,Iris-setosa
+15,6.179366488623121,3.05400000014019,4.899492687852311,1.6654583935649672,Iris-versicolor
+16,6.179366488623065,3.0540000001381755,4.899492117775975,1.6654327863973692,Iris-versicolor
+17,5.108947716174019,3.0540000003702255,4.899492226952264,1.6654275502187732,Iris-versicolor
+18,5.108947916049388,3.0543937455689707,1.510560211992554,0.26153081399896344,Iris-setosa
+19,6.1793664886229545,3.0540000001193413,4.899492080267469,1.6654357554933026,Iris-versicolor
+20,6.179366488628314,3.054000000563672,4.899493436665376,1.6654286657676773,Iris-versicolor
+21,5.108947716220981,3.0540000208048443,4.899510288914779,1.6654276718146193,Iris-versicolor
+22,5.109121808531359,3.072609633762298,1.5126962887656548,0.26153080949646734,Iris-setosa
+23,6.17936648862465,3.0540000002349306,4.899492518620713,1.6654292660072822,Iris-versicolor
+24,6.17936648862302,3.0540000001369303,4.899492717754631,1.6654626992775607,Iris-versicolor
+25,6.17936648862446,3.0540000002147507,4.899494104920411,1.6655136281625902,Iris-versicolor
+26,5.108979999647792,3.0812944527882706,1.5124639274982616,0.2615308091846744,Iris-setosa
+27,5.108948225981616,3.0550667753685965,1.5109088563158057,0.261530829053175,Iris-setosa
+28,6.179366488623179,3.0540000001464778,4.899492081234309,1.6654298536717187,Iris-versicolor
+29,5.108950477243301,3.067078402796443,1.5122318913188115,0.26153083850033565,Iris-setosa
+30,5.1089908345978765,3.0788469509919474,1.512491799436423,0.26153080918924115,Iris-setosa
+31,5.108987129269526,3.0802599236455603,1.5124790986786187,0.26153080909819315,Iris-setosa
+0,5.108952725048446,3.085614975554143,1.511878995554028,0.2615308088583427,Iris-setosa
+1,5.108973179478385,3.0855036823707698,1.5126144112601076,0.2615308093171878,Iris-setosa
+2,5.10907824938603,3.075855477802065,1.5127064746496877,0.2615308096877287,Iris-setosa
+3,5.109060751735795,3.072914895525239,1.5127566613043326,0.26153080918390453,Iris-setosa
+4,5.109049448890513,3.0765105668986417,1.5126851456440935,0.2615308097271661,Iris-setosa
+5,6.179366488624359,3.0540000002733625,4.899492704705136,1.6654322663246264,Iris-versicolor
+6,6.1793664886648,3.054000002515288,4.899498053291019,1.6654460715361403,Iris-versicolor
+7,5.108966061972381,3.080781045564917,1.5125599101743012,0.2615308090471408,Iris-setosa
+8,5.108964052077548,3.0683787878978204,1.5123745225783243,0.2615308101982225,Iris-setosa
+9,5.1089483033990435,3.0553073620554274,1.5105970658422316,0.26153080851794364,Iris-setosa
+10,6.179366488749477,3.054000045891316,4.899516499357755,1.66543189097789,Iris-versicolor
+11,5.109060626126776,3.071649912378185,1.5132415968528334,0.26153080928132855,Iris-setosa
+12,6.179366492660096,3.0540037416336463,4.899711689862842,1.6654370473544418,Iris-versicolor
+13,5.109001564657064,3.0754766978196546,1.512605700460055,0.2615308095150565,Iris-setosa
+14,5.109137797566671,3.0678202790032363,1.5128378290242954,0.2615308088905068,Iris-setosa
+15,6.179366488626143,3.054000000662224,4.899493279137284,1.6654285324779783,Iris-versicolor
+16,5.108991786350418,3.0715693910436035,1.5121575746172797,0.26153080898509,Iris-setosa
+17,5.1089559554633315,3.0582032044886365,1.5119537950736324,0.26153081942922335,Iris-setosa
+18,6.179366488623673,3.0540000001492364,4.899493685009301,1.665528868327534,Iris-versicolor
+19,6.179366488963914,3.054001459466055,4.899605904773919,1.6654374536246805,Iris-versicolor
+20,5.108979208688887,3.072021847016812,1.5123033018939123,0.2615308107560249,Iris-setosa
+21,6.179366488627637,3.054000000506146,4.899495344088135,1.6655099236764226,Iris-versicolor
+22,6.179366488628597,3.054000000308437,4.89949344938844,1.6654382592949506,Iris-versicolor
+23,6.179366488627661,3.0540000003183407,4.8994940332060635,1.6654641980390914,Iris-versicolor
+24,6.179366488651798,3.054000003829245,4.899498502621339,1.665445467517025,Iris-versicolor
+25,5.1089556287285545,3.079466354789773,1.5123563965185869,0.26153080965718506,Iris-setosa
+26,5.108947808269588,3.0540405908941026,4.899852912444129,1.665427476047982,Iris-setosa
+27,6.1793664886230255,3.054000000132024,4.899492128253337,1.6654347193464774,Iris-versicolor
+28,5.108947718449207,3.0540090618822266,4.899686079768945,1.6654276462284467,Iris-versicolor
+29,6.179366488623163,3.0540000001503063,4.899492143162942,1.6654314867177344,Iris-versicolor
+30,5.1090324455927965,3.077232542989137,1.5127383793580644,0.26153080959121205,Iris-setosa
+31,5.108973165473075,3.0696466431270264,1.5127159995010857,0.26153081184963706,Iris-setosa
+0,6.179366492625288,3.054037531266692,4.899877183682924,1.6654329793649794,Iris-versicolor
+1,6.179366488633106,3.054000000893952,4.899494767287481,1.6654406306493463,Iris-versicolor
+2,5.10900266807561,3.075224828772272,1.5124568017835915,0.2615308107317901,Iris-setosa
+3,6.1793664886241855,3.054000000246207,4.899492492945387,1.6654297812836243,Iris-versicolor
+4,6.179366488623804,3.0540000002017464,4.899492762415316,1.6654455496201905,Iris-versicolor
+5,6.1793664886288875,3.054000000680615,4.8994937990361525,1.6654296742740633,Iris-versicolor
+6,5.108949451713476,3.0595153757522517,1.5117707674891172,0.26153085633245415,Iris-setosa
+7,6.179366488626211,3.0540000003473864,4.899493022497384,1.6654309545713482,Iris-versicolor
+8,6.179366488622992,3.054000000127116,4.899492205477979,1.6654390073693808,Iris-versicolor
+9,5.108947716510583,3.0540003656274735,4.8995536442280825,1.66542751398586,Iris-versicolor
+10,6.179366488625057,3.0540000003024357,4.899494207666943,1.665493350788335,Iris-versicolor
+11,5.108954358313586,3.0825886767582613,1.5123070392786118,0.2615308088153302,Iris-setosa
+12,5.108950418953166,3.058029019709259,1.5112992023345175,0.2615308091865242,Iris-setosa
+13,6.17936648862464,3.054000000255332,4.899493877687699,1.6654837714388804,Iris-versicolor
+14,5.108990019144893,3.083083943498608,1.5127553132238334,0.26153080945756546,Iris-setosa
+15,6.179366488738266,3.0540000227364446,4.899509021832039,1.6654679408040658,Iris-versicolor
+16,6.17936648862439,3.054000000199526,4.899493538024125,1.66547766608709,Iris-versicolor
+17,5.108975274756605,3.064862954451559,1.5123945200958095,0.2615308105735968,Iris-setosa
+18,5.108947774692515,3.054472510540393,1.510635464627804,0.2615314195638082,Iris-setosa
+19,5.108948067671856,3.0543702692103154,1.5107429234510654,0.26153089755257514,Iris-setosa
+20,5.108947723274046,3.054017850187975,4.8998990489910765,1.665431105123689,Iris-versicolor
+21,5.109090520176593,3.073450944544209,1.51266164528866,0.2615308105718383,Iris-setosa
+22,5.108947752564574,3.0545356720984356,1.5105218878215267,0.2615309883100271,Iris-setosa
+23,6.17936648862781,3.0540000003907886,4.8994943059417295,1.6654671730549535,Iris-versicolor
+24,5.108952810335753,3.0671264868287644,1.5126309907451954,0.26153085392744885,Iris-setosa
+25,6.1793664886239945,3.0540000002703507,4.8994925875255255,1.6654313959541243,Iris-versicolor
+26,5.108947725327458,3.054002906045743,4.899601032002842,1.6654274753119298,Iris-setosa
+27,6.17936648862302,3.0540000001302885,4.899493030512252,1.66549174633473,Iris-versicolor
+28,5.10897493302449,3.066306534742989,1.512385398992575,0.2615308106373942,Iris-setosa
+29,5.108947716856926,3.0540007387200463,4.899554286132029,1.6654274823189346,Iris-versicolor
+30,5.108961140512847,3.0630411978945387,1.5124398300216224,0.26153081285428065,Iris-setosa
+31,5.109027614628924,3.0776772263095276,1.5127642092031555,0.26153080955256813,Iris-setosa
+0,5.108977408204338,3.069493234658292,1.5122682403296515,0.2615308091848502,Iris-setosa
+1,5.108947761499078,3.0540123610146335,4.899732046093362,1.6654274754191694,Iris-setosa
+2,6.179366488623881,3.0540000002137226,4.8994928894674254,1.6654472991120477,Iris-versicolor
+3,5.108947724007589,3.0540017631551697,4.899583460877714,1.6654274752354,Iris-setosa
+4,5.108990633050166,3.0725537295847682,1.5122183423006597,0.2615308092854605,Iris-setosa
+5,6.179366488677465,3.0540000072483853,4.899503141544834,1.665494661482207,Iris-versicolor
+6,6.179366488623012,3.054000000138762,4.899492421527413,1.6654453174589408,Iris-versicolor
+7,5.109011319206248,3.074865717078901,1.5124097093024673,0.26153080949712637,Iris-setosa
+8,5.10894772752798,3.054006885732281,4.899658419884088,1.6654274752978067,Iris-setosa
+9,6.179366488629025,3.0540000005469574,4.899495772795981,1.6655165867058845,Iris-versicolor
+10,6.179366490291991,3.0540014441820165,4.899639521323679,1.665435106038416,Iris-versicolor
+11,5.10904455294431,3.0759739383115248,1.512631962116982,0.2615308104314439,Iris-setosa
+12,6.179366488665212,3.0540000034219172,4.899499249270096,1.6654692638890052,Iris-versicolor
+13,5.109059450577523,3.0761675913484345,1.5126698824886347,0.2615308095490996,Iris-setosa
+14,6.179366488622987,3.054000000115077,4.899492045482096,1.6654339257737472,Iris-versicolor
+15,6.179366488622931,3.0540000001244967,4.899492964745792,1.6654940550495578,Iris-versicolor
+16,6.179366488640905,3.054000004681624,4.899497736571097,1.6654320908563318,Iris-versicolor
+17,5.108947716193984,3.054000002318089,4.8994967732793,1.6654276788577522,Iris-versicolor
+18,6.179366488624506,3.054000000299273,4.899493092755438,1.6654453412453927,Iris-versicolor
+19,6.179366488623905,3.054000000167937,4.899493887593212,1.6655354799065074,Iris-versicolor
+20,5.10894962302931,3.055482165141448,1.5111608825359235,0.2615308203323377,Iris-setosa
+21,6.179366488733213,3.0540000096798594,4.899503184526419,1.665432588282878,Iris-versicolor
+22,5.108986707793939,3.0743763876922396,1.5124061013793808,0.2615308096014915,Iris-setosa
+23,6.179366488634296,3.0540000014805044,4.899495706386965,1.665442398768428,Iris-versicolor

iris/lct_gan/2/12/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor

iris/lct_gan/2/12/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
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/lct_gan/2/12/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor

iris/lct_gan/2/13/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.109153056622062,3.0722943148820923,1.512880494614724,0.26153080917279514,Iris-setosa
+1,6.179366488647417,3.0540000048143776,4.899500277183127,1.6654864561297156,Iris-versicolor
+2,5.109006981140878,3.076036684613014,1.5127992742497698,0.26153080911279136,Iris-setosa
+3,5.108947716203505,3.0540000103962286,4.899502798664663,1.6654274870803294,Iris-versicolor
+4,5.108996959395498,3.072809702296615,1.512444702039035,0.26153081002234024,Iris-setosa
+5,6.179366488623745,3.054000000188977,4.899492670578494,1.6654436369224639,Iris-versicolor
+6,5.108991535234865,3.0768963338970483,1.5123718346110988,0.261530809680618,Iris-setosa
+7,5.108990528031162,3.070658488616421,1.5122931965136988,0.2615308096319215,Iris-setosa
+8,5.108947716214068,3.054000014699532,4.899503198629442,1.6654274767998283,Iris-versicolor
+9,5.109140555789566,3.0718452928501554,1.5127613557217159,0.2615308096925042,Iris-setosa
+10,5.1090765780110265,3.073024730128775,1.5125527613122225,0.26153080961075376,Iris-setosa
+11,5.108966261806658,3.06858564864884,1.5126722091104716,0.26153081243724224,Iris-setosa
+12,6.179366488624103,3.054000000268498,4.899492351010296,1.665428200600889,Iris-versicolor
+13,6.1793664887160595,3.05400003930574,4.8995145264093765,1.6654321997150738,Iris-versicolor
+14,6.179366488623877,3.054000000384815,4.899492384549059,1.6654277740257755,Iris-versicolor
+15,6.179366488622861,3.0540000001156336,4.899492525739496,1.665463324250611,Iris-versicolor
+16,6.179366488669889,3.0540000061287405,4.8995001235475835,1.6654298646417478,Iris-versicolor
+17,6.179366488627336,3.054000000368307,4.899495152801146,1.6655150963622503,Iris-versicolor
+18,5.10894778499942,3.0541572412781632,1.5102343488035097,0.2615308085067665,Iris-setosa
+19,5.108947716253854,3.0540000494646122,4.899517734626823,1.6654287541014245,Iris-versicolor
+20,5.108949782944812,3.0555679621560796,1.511101372084585,0.26153081088615854,Iris-setosa
+21,6.179366488623657,3.0540000001450367,4.89949366502862,1.665569329931161,Iris-versicolor
+22,5.108949316794573,3.058546815551416,1.5110966651716977,0.26153080871466833,Iris-setosa
+23,5.10894800301177,3.054316152160347,1.5104416007785257,0.26153081016700735,Iris-setosa
+24,5.108947736377696,3.054004709385813,4.899669954576549,1.6654274770121786,Iris-setosa
+25,5.108948005021976,3.0580041123656563,1.5113230496962364,0.2615309618127269,Iris-setosa
+26,5.108958822708577,3.0680639600406283,1.5129431505530866,0.2615308324874221,Iris-setosa
+27,6.179366488634516,3.0540000013007096,4.899495141526743,1.665430789004915,Iris-versicolor
+28,6.179366488623425,3.0540000001763628,4.899492176144264,1.6654292639318822,Iris-versicolor
+29,5.108947716496503,3.0540001518519886,4.899536101338007,1.6654275002406853,Iris-versicolor
+30,6.179366488622908,3.054000000126264,4.89949303015462,1.6655007327418354,Iris-versicolor
+31,5.1089736122033775,3.084262672416159,1.512618274828911,0.2615308092680602,Iris-setosa
+0,6.179366488626189,3.0540000004409933,4.899493422392888,1.665436495474827,Iris-versicolor
+1,5.108947716184756,3.054000001588916,4.899495315542777,1.665427563712546,Iris-versicolor
+2,6.179366488623528,3.054000000134504,4.899493553007489,1.6655866154346444,Iris-versicolor
+3,5.108953668221414,3.067508173506424,1.5121743087598325,0.26153081334374784,Iris-setosa
+4,5.109027994517741,3.076870675127244,1.5125475281542657,0.2615308097527224,Iris-setosa
+5,6.17936648862446,3.054000000348351,4.8994926116674575,1.6654286444459374,Iris-versicolor
+6,5.108971393277779,3.081152365217344,1.51225253983156,0.2615308095277926,Iris-setosa
+7,6.179366488622901,3.0540000001212015,4.89949315950014,1.665545429159104,Iris-versicolor
+8,5.108947716179157,3.054000001452575,4.899494698782668,1.6654275628075765,Iris-versicolor
+9,6.179366488639479,3.054000003504529,4.899496994751718,1.6654320776914204,Iris-versicolor
+10,5.108947793255672,3.0542459420323476,1.510417050800774,0.26153082933679284,Iris-setosa
+11,5.108947888384721,3.0543295484604984,1.5103107281209525,0.26153080865098904,Iris-setosa
+12,5.108949792126489,3.0589797569821355,1.511509325906893,0.26153081146133944,Iris-setosa
+13,5.108947716175373,3.0540000006132764,4.899492987197079,1.6654276728813808,Iris-versicolor
+14,6.179366488636846,3.0540000024264238,4.8994963891854795,1.6654338060409597,Iris-versicolor
+15,5.108954494428989,3.0608685450226334,1.5118145783641639,0.26153081034359965,Iris-setosa
+16,6.179366488623497,3.054000000159746,4.899492884783848,1.6654591656632198,Iris-versicolor
+17,5.108947722644291,3.0540292573811283,4.899902326614479,1.6654281456847786,Iris-versicolor
+18,5.108948266559143,3.054705890156447,1.5108701790443742,0.2615309185534471,Iris-setosa
+19,6.1793664895034714,3.0540007092314667,4.899604957490484,1.6654345865383897,Iris-versicolor
+20,6.179366488651382,3.0540000029586216,4.899497707903984,1.665429465159075,Iris-versicolor
+21,6.179366488624512,3.0540000003024455,4.899492737764607,1.6654318644720307,Iris-versicolor
+22,6.179366488623093,3.0540000001268575,4.8994920281321335,1.6654302505524743,Iris-versicolor
+23,5.108949837660559,3.0669943147028893,1.511518730821939,0.26153080901655645,Iris-setosa
+24,6.179366488623112,3.0540000001429393,4.89949306185894,1.6654857644475447,Iris-versicolor
+25,5.1089483466091705,3.0551433391381835,1.5106446467234362,0.26153080875058543,Iris-setosa
+26,5.10896190656693,3.081331319762077,1.5126706879365184,0.26153080982044585,Iris-setosa
+27,6.179366488623009,3.054000000122786,4.899492058959023,1.6654327013171135,Iris-versicolor
+28,5.108947716189087,3.054000005884281,4.899500002252427,1.66542751101644,Iris-versicolor
+29,5.109071598013751,3.073750957995595,1.51260949683992,0.26153080974644494,Iris-setosa
+30,5.108950371200041,3.0602094363794694,1.5119512869597238,0.2615308806956294,Iris-setosa
+31,6.179366488631726,3.054000000748197,4.899493905971417,1.665428550057944,Iris-versicolor
+0,5.108968617473784,3.086966026180965,1.5124062603385766,0.26153080930418443,Iris-setosa
+1,5.108947716188197,3.0540000075346563,4.899500011342484,1.665427491014032,Iris-versicolor
+2,5.109023177658462,3.076664925215173,1.5126354670033733,0.2615308091779036,Iris-setosa
+3,6.179366488622959,3.0540000001263468,4.899492121656596,1.665436534786754,Iris-versicolor
+4,6.179366488623559,3.0540000001697436,4.899493195614565,1.6654747251347142,Iris-versicolor
+5,6.179366491347716,3.0540181045194075,4.899833167974111,1.6654503980911521,Iris-versicolor
+6,5.109110078339981,3.07332812117453,1.5127839781143748,0.2615308095528159,Iris-setosa
+7,5.109208448444455,3.0717743553188526,1.5126669458403994,0.26153080972772164,Iris-setosa
+8,5.109079219797372,3.0735538017912174,1.5124257897867806,0.2615308098860697,Iris-setosa
+9,5.108949385208373,3.0561970661739104,1.5111940349510804,0.2615308155257432,Iris-setosa
+10,6.179366488622836,3.05400000011729,4.899492692941995,1.6654778355729272,Iris-versicolor
+11,5.109112529131439,3.0703119149139666,1.512733959432076,0.26153080923159017,Iris-setosa
+12,6.17936648864429,3.054000001245462,4.8994955435346474,1.6654316821649917,Iris-versicolor
+13,5.1089496390847335,3.062724261858211,1.5115195495847038,0.2615308093908054,Iris-setosa
+14,5.108985204101532,3.083566797821136,1.512793807364439,0.2615308097461248,Iris-setosa
+15,5.10894862573319,3.0561703818904675,1.510829041643817,0.2615308085444,Iris-setosa
+16,5.108963289045993,3.0670892568199104,1.512741794112953,0.26153081382830873,Iris-setosa
+17,5.108947716177021,3.054000000893115,4.899493515369976,1.665427556703459,Iris-versicolor
+18,6.1793664886250275,3.05400000037198,4.899493025868942,1.665434148315113,Iris-versicolor
+19,6.17936648862632,3.054000000555344,4.899493627073359,1.665439553227109,Iris-versicolor
+20,5.108966440391169,3.0829697975520216,1.5123049164768776,0.261530809800936,Iris-setosa
+21,5.1090815472985485,3.072998979594014,1.5126146707978667,0.26153080941334994,Iris-setosa
+22,6.179366488623118,3.0540000001302405,4.899492015783974,1.66542975008611,Iris-versicolor
+23,5.108955624187958,3.0726966156718087,1.5125050749874016,0.26153082074668704,Iris-setosa
+24,6.179366488623707,3.0540000001998493,4.899492940904241,1.665452518434041,Iris-versicolor
+25,5.108963967067273,3.064284145377664,1.5124424411722261,0.26153081159058184,Iris-setosa
+26,6.17936648862309,3.0540000001325636,4.899493325445961,1.6655386982448195,Iris-versicolor
+27,6.179366488623519,3.054000000216271,4.899492377329132,1.6654313778573993,Iris-versicolor
+28,6.179366488626091,3.0540000002520435,4.899493920739133,1.6654743577996358,Iris-versicolor
+29,6.179366488627696,3.0540000005640087,4.89949321236262,1.665427998941271,Iris-versicolor
+30,6.179366488623059,3.0540000001327807,4.899492078326156,1.6654316850146345,Iris-versicolor
+31,6.179366488623736,3.0540000002210967,4.899492469563091,1.665432285003228,Iris-versicolor
+0,5.109005310400005,3.0740683198535197,1.5123194499768526,0.2615308091031132,Iris-setosa
+1,6.179366488628416,3.0540000004515027,4.899494106647507,1.665454749530256,Iris-versicolor
+2,6.1793664886246535,3.0540000003064627,4.899492785748186,1.6654312664799793,Iris-versicolor
+3,5.1089491539565275,3.0591193516050734,1.5115317263507262,0.26153081462786887,Iris-setosa
+4,6.179366488633296,3.0540000006157553,4.899495250437575,1.665468488133014,Iris-versicolor
+5,5.108948365391724,3.0545156075699236,1.5105825449913934,0.2615308105193797,Iris-setosa
+6,6.179366488622858,3.054000000119016,4.8994928878049295,1.6654922489169193,Iris-versicolor
+7,6.179366488623565,3.0540000002689864,4.899492145015324,1.6654277447835324,Iris-versicolor
+8,5.109003148246672,3.0805768846355166,1.51279102353007,0.26153080956275176,Iris-setosa
+9,6.179366488622923,3.0540000001228007,4.899492330007765,1.6654459520367408,Iris-versicolor
+10,5.109012166378552,3.0765358795374698,1.5127647065651753,0.2615308106691999,Iris-setosa
+11,5.108948011385246,3.0546524528161534,1.5104455737341984,0.2615308086328993,Iris-setosa
+12,5.108950354211837,3.078720716219758,1.5117740562647464,0.2615308093598269,Iris-setosa
+13,6.179366488783926,3.0540000164452175,4.899507416536296,1.6654296719367987,Iris-versicolor
+14,6.179366488624209,3.054000000213024,4.899493255036764,1.6654604857021678,Iris-versicolor
+15,5.108947728329234,3.0540048250023006,4.89960719758332,1.6654274751968121,Iris-setosa
+16,6.179366488623263,3.054000000158529,4.899492028626789,1.6654284289292098,Iris-versicolor
+17,5.1089477207195335,3.0540009869048474,4.899609976618495,1.6654274890730116,Iris-versicolor
+18,6.179366488672535,3.054000060409009,4.899513632185368,1.6654746435588619,Iris-versicolor
+19,5.108990388628211,3.076667631476438,1.512348005685369,0.26153081022791863,Iris-setosa
+20,6.179366488632196,3.054000000629202,4.899493684318464,1.6654280864383464,Iris-versicolor
+21,5.108964992050641,3.080905190671954,1.5124466404808774,0.2615308103641753,Iris-setosa
+22,5.108947716186897,3.054000002718088,4.899496757176282,1.665427547303515,Iris-versicolor
+23,6.179366488623468,3.054000000167944,4.899492909764805,1.6654591419803189,Iris-versicolor

iris/lct_gan/2/13/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor

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

iris/lct_gan/2/13/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor

iris/lct_gan/2/14/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488622879,3.054000000109166,4.899492375229231,1.665455319809283,Iris-versicolor
+1,5.108947749480191,3.054032553322797,4.899802829597371,1.665427477221619,Iris-setosa
+2,5.109113010596381,3.072339812591557,1.5125942990298007,0.2615308092153735,Iris-setosa
+3,5.108947716650753,3.0540003513336127,4.899569206325522,1.6654280403704165,Iris-versicolor
+4,6.179366488648416,3.054000003253628,4.899497999446098,1.6654436034500146,Iris-versicolor
+5,6.179366488622936,3.0540000001267797,4.8994923488294795,1.6654461994693672,Iris-versicolor
+6,6.17936648862421,3.0540000002501833,4.899493087731784,1.6654492951332482,Iris-versicolor
+7,5.108949670089256,3.05769212157504,1.5111011243253745,0.2615308093363771,Iris-setosa
+8,5.108950205089158,3.0795336957787405,1.5116011223843182,0.26153080868095446,Iris-setosa
+9,6.179366488629841,3.0540000005931427,4.899495292114584,1.6654832974048939,Iris-versicolor
+10,6.179366488627708,3.054000000949504,4.899493650244301,1.665428128847791,Iris-versicolor
+11,5.10899536480149,3.0721276874298673,1.5125032576085553,0.26153080995356437,Iris-setosa
+12,5.109163123201728,3.072870168963392,1.512835332996202,0.26153080977036974,Iris-setosa
+13,5.108952202797402,3.071683564358686,1.5122843009440652,0.26153081188993954,Iris-setosa
+14,5.1089477397605965,3.0540214133608066,4.899891802814476,1.6654275514417574,Iris-setosa
+15,5.108947767164227,3.054137543583084,1.5103026476780972,0.26153081273035583,Iris-setosa
+16,6.179366488627665,3.0540000006238732,4.89949342212495,1.6654283856285799,Iris-versicolor
+17,6.17936648863566,3.0540000007386836,4.899494773411132,1.6654383681994942,Iris-versicolor
+18,6.179366488623903,3.0540000002852445,4.899492434591602,1.6654287822056526,Iris-versicolor
+19,6.179366488623583,3.054000000201489,4.899492211476725,1.6654287276511242,Iris-versicolor
+20,6.179366488623026,3.054000000131758,4.899492568815165,1.6654537940830827,Iris-versicolor
+21,5.108980239784565,3.0811750198922527,1.5127338846638976,0.2615308092641198,Iris-setosa
+22,5.108947744014788,3.054018946352203,4.899749601426159,1.6654274756459526,Iris-setosa
+23,6.179366488625268,3.054000000263791,4.899493768542135,1.665470137075297,Iris-versicolor
+24,5.108948226240333,3.0578949917578795,1.510744493992501,0.26153080857376604,Iris-setosa
+25,5.1089477162363295,3.054000054699935,4.899508319169446,1.6654274758429781,Iris-versicolor
+26,5.108947716379294,3.0540001617356527,4.899542025169393,1.6654279212324994,Iris-versicolor
+27,6.1793664886230895,3.0540000001327696,4.899492035515276,1.665430218558215,Iris-versicolor
+28,5.1089531439294635,3.0748703697231936,1.5119796011567816,0.2615308087536629,Iris-setosa
+29,5.108948082963141,3.054658688707806,1.5104113329299345,0.2615308084734468,Iris-setosa
+30,5.109048242935038,3.0757476765167784,1.5128053380514621,0.2615308096202736,Iris-setosa
+31,5.109039919579247,3.0729293541405998,1.5125033188570083,0.2615308091738362,Iris-setosa
+0,5.109090281666779,3.0740314351706863,1.5127932483442776,0.2615308099105203,Iris-setosa
+1,6.179366495949648,3.054017179368974,4.899909524253781,1.6654388244442224,Iris-versicolor
+2,6.179366488632936,3.054000001656986,4.899494964164534,1.6654283450666736,Iris-versicolor
+3,6.179366488624212,3.0540000002734105,4.89949249323365,1.6654288935150674,Iris-versicolor
+4,6.1793664886230095,3.054000000111692,4.899492025772692,1.6654332756346277,Iris-versicolor
+5,6.179366488634804,3.0540000009605626,4.899494923433706,1.6654336354403565,Iris-versicolor
+6,6.179366488624093,3.054000000247495,4.899492413685541,1.6654288023256039,Iris-versicolor
+7,6.179366488623132,3.054000000122861,4.899491987699492,1.6654295278984106,Iris-versicolor
+8,6.1793664886285065,3.054000000456057,4.8994947010563275,1.6654747676001658,Iris-versicolor
+9,5.108947723096281,3.0540048826879143,4.899723768566334,1.6654275160299927,Iris-versicolor
+10,5.109046485741083,3.07324023932448,1.512415245015491,0.26153081025363656,Iris-setosa
+11,6.1793664886232325,3.0540000001544896,4.899492177827371,1.6654315252159897,Iris-versicolor
+12,6.179366488625688,3.0540000003084944,4.8994929390830615,1.6654316450093147,Iris-versicolor
+13,6.1793664886345026,3.054000000895278,4.89949651612986,1.6654978751495746,Iris-versicolor
+14,6.1793664916785636,3.0540039006175186,4.899734232861124,1.6654392307280026,Iris-versicolor
+15,5.109136647523543,3.0718474565712386,1.5127508564258665,0.2615308096366401,Iris-setosa
+16,5.108947721469831,3.054004667811106,4.8997540724759725,1.6654290230384985,Iris-versicolor
+17,5.108947914300926,3.054379808087,1.5103558069311562,0.2615308085145038,Iris-setosa
+18,5.109053948537377,3.072123667480802,1.5129807446077306,0.26153080931292283,Iris-setosa
+19,5.10895894885965,3.0721694227761103,1.5129121410144075,0.26153082949445766,Iris-setosa
+20,5.108960571136002,3.0915080341341037,1.5126391523576144,0.2615308088321977,Iris-setosa
+21,5.108947744636251,3.054011226666889,4.899689706118307,1.66542747579269,Iris-setosa
+22,5.109051211304832,3.070868488694904,1.5124760077826072,0.2615308089491861,Iris-setosa
+23,5.108953289670115,3.0619347612488346,1.5117101299843057,0.2615308103426007,Iris-setosa
+24,5.108947716226634,3.0540000274011248,4.899511465229777,1.6654279579880615,Iris-versicolor
+25,6.179366488623069,3.05400000014639,4.899492248822159,1.6654380653567493,Iris-versicolor
+26,5.1090024820897115,3.0779784665134917,1.5127025797397027,0.2615308094465138,Iris-setosa
+27,6.17936648863372,3.0540000007986676,4.899494679018208,1.6654409861007575,Iris-versicolor
+28,6.179366488622979,3.0540000001174454,4.899492046002848,1.665433724197468,Iris-versicolor
+29,6.1793664886230415,3.0540000001384193,4.899492992919204,1.665483007443092,Iris-versicolor
+30,5.108988758920044,3.0709839724779635,1.5122054344452434,0.26153080970567544,Iris-setosa
+31,6.17936648862302,3.054000000135963,4.899492370890214,1.6654441695503621,Iris-versicolor
+0,5.109240121825134,3.069413363727965,1.5128142530813062,0.26153080952694363,Iris-setosa
+1,5.10894771624021,3.0540000226176285,4.899510285546847,1.665427482070731,Iris-versicolor
+2,5.1089751789164755,3.0832382052204483,1.5123674206255957,0.261530808893941,Iris-setosa
+3,6.179366488629559,3.0540000005884673,4.899496738356857,1.6655722397194777,Iris-versicolor
+4,5.108949223171496,3.059448454547713,1.5111770914576281,0.26153081033163966,Iris-setosa
+5,6.179366488644297,3.054000003552622,4.899498585316579,1.665466039506503,Iris-versicolor
+6,6.1793664886255835,3.0540000004230623,4.899492642444394,1.6654277132669766,Iris-versicolor
+7,5.1089595104764065,3.0653054909549375,1.512143958000501,0.26153081039893766,Iris-setosa
+8,5.109004893007832,3.0763728051599695,1.51260280314193,0.26153080919739113,Iris-setosa
+9,5.109007130872466,3.0779977097858895,1.5126547252376916,0.26153080911485205,Iris-setosa
+10,6.179366489537744,3.0540043501574043,4.899679854878673,1.665431168492495,Iris-versicolor
+11,5.109068153444215,3.0726194493928354,1.5129657745845,0.2615308096401921,Iris-setosa
+12,6.179366488632148,3.054000000506021,4.899494308602792,1.6654457963996496,Iris-versicolor
+13,5.109070546369693,3.0732834718884363,1.5126182225936082,0.2615308093191261,Iris-setosa
+14,5.108948870315181,3.05696891048117,1.511487156732302,0.26153092351392565,Iris-setosa
+15,5.108948629682493,3.056662507894678,1.5108090807422547,0.2615308086214341,Iris-setosa
+16,6.1793664886249875,3.0540000005424557,4.899492777857459,1.6654277699162712,Iris-versicolor
+17,6.179366488623415,3.0540000001515186,4.899492906854697,1.6654617224224213,Iris-versicolor
+18,5.109162070622487,3.0690552952572583,1.5127958123806866,0.2615308092692847,Iris-setosa
+19,5.10894794457181,3.054165392813596,1.5103705788955306,0.2615308087475561,Iris-setosa
+20,5.108947716202808,3.0540000163675467,4.8995030805518365,1.6654274765374564,Iris-versicolor
+21,5.108947717373929,3.0540005112652633,4.8995427755250125,1.6654274752820675,Iris-versicolor
+22,5.108947716836231,3.054000088329512,4.899531854376255,1.6654274829315965,Iris-versicolor
+23,6.17936648864195,3.0540000010912975,4.899494960092405,1.665428979758977,Iris-versicolor
+24,6.179366488623294,3.05400000016501,4.899492414482581,1.6654402993595603,Iris-versicolor
+25,6.179366488624217,3.054000000236002,4.8994928957972785,1.6654444148131977,Iris-versicolor
+26,6.179366488622921,3.0540000001266185,4.89949246331549,1.6654522518476733,Iris-versicolor
+27,5.108960655315183,3.073304112564033,1.512555992321752,0.26153081294416913,Iris-setosa
+28,6.179366488622928,3.0540000001222434,4.899492989682952,1.6654962430271536,Iris-versicolor
+29,6.17936648865171,3.0540000014147592,4.899496265360176,1.6654323140807357,Iris-versicolor
+30,5.109194693609913,3.070772080753444,1.5129184086362026,0.26153080973184495,Iris-setosa
+31,5.1090081805436744,3.0739210966648445,1.5124656672411092,0.2615308096924354,Iris-setosa
+0,6.179366488622893,3.0540000001212233,4.899492577139479,1.6654625402105432,Iris-versicolor
+1,5.108947754323557,3.054178295210501,1.5104591275661918,1.6654280278594196,Iris-setosa
+2,6.1793664886308655,3.0540000009997037,4.899494563834489,1.6654340235330212,Iris-versicolor
+3,6.179366488625808,3.054000000416931,4.89949368410625,1.66545047635656,Iris-versicolor
+4,6.179366488626146,3.054000000554086,4.899494422044149,1.6654673946890535,Iris-versicolor
+5,5.109055183381005,3.074195045648723,1.5126604227777318,0.2615308095494733,Iris-setosa
+6,5.108952153289209,3.060754257403833,1.511850730519608,0.2615308152278561,Iris-setosa
+7,5.108947716503596,3.0540001363003233,4.899537216520313,1.6654274983496125,Iris-versicolor
+8,5.10894772196934,3.054001900344118,4.899670669555146,1.6654276495021754,Iris-versicolor
+9,6.179366488670501,3.0540000049886697,4.899500300293764,1.6654597219166676,Iris-versicolor
+10,5.108972665748065,3.0751424254511246,1.5125988314153234,0.2615308103300332,Iris-setosa
+11,5.108947716198777,3.0540000103603995,4.899500745888214,1.6654274770140811,Iris-versicolor
+12,5.109024296110377,3.078812128605771,1.5128543216553896,0.26153080968062525,Iris-setosa
+13,5.108968566109239,3.075514007519129,1.512736012791584,0.2615308199354388,Iris-setosa
+14,6.17936648862493,3.054000000234823,4.899494358605546,1.6655211555080096,Iris-versicolor
+15,5.108947716175985,3.0540000010146415,4.899493619546276,1.6654275366278966,Iris-versicolor
+16,5.108947716176829,3.054000001301596,4.899494219440582,1.6654276110952742,Iris-versicolor
+17,6.179366488631629,3.0540000004019388,4.899495499120622,1.6655036215969274,Iris-versicolor
+18,5.108947800890237,3.054311005625386,1.510574543413603,0.2615310528853291,Iris-setosa
+19,6.179366488625476,3.054000000364284,4.8994929857909755,1.6654313451380842,Iris-versicolor
+20,5.108979345484859,3.0825778710321394,1.5129678994346776,0.2615308089003018,Iris-setosa
+21,6.179366488625669,3.0540000004202206,4.899493007519554,1.665429443655922,Iris-versicolor
+22,5.108947952242148,3.055388354289128,1.5109850285996504,0.2615310453450817,Iris-setosa
+23,6.179366488656008,3.054000004761829,4.899499111586426,1.6654347178266677,Iris-versicolor

iris/lct_gan/2/14/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor

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

iris/lct_gan/2/14/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor

iris/lct_gan/2/15/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108979897258187,3.078519886197292,1.5123981407192442,0.2615308099276626,Iris-setosa
+1,6.179366488623207,3.054000000137799,4.899491981365871,1.665428565193908,Iris-versicolor
+2,5.108949924010554,3.0851309492160284,1.5118802764455888,0.2615308087426925,Iris-setosa
+3,6.17936648871537,3.0540000215404386,4.899507268154939,1.6654509481315425,Iris-versicolor
+4,5.108956836891475,3.063782571003982,1.5123154628869215,0.26153081534563083,Iris-setosa
+5,5.1089542287628715,3.0886381318027376,1.5120214328259656,0.2615308089813372,Iris-setosa
+6,6.179366488624105,3.0540000001906695,4.899493864605858,1.6655112946146495,Iris-versicolor
+7,5.108947914131309,3.0552022711568045,1.5107242079517846,0.26153082558011304,Iris-setosa
+8,5.108947716181885,3.05400000129471,4.899494683915907,1.665427722331718,Iris-versicolor
+9,5.108949568430461,3.0629087198854745,1.5116430340452107,0.2615308101203563,Iris-setosa
+10,5.108955785112904,3.083141404460578,1.5122719138029217,0.26153080883034147,Iris-setosa
+11,5.109001064715874,3.0792032421203355,1.51256048517232,0.2615308099007618,Iris-setosa
+12,6.179366488623326,3.0540000001543715,4.899492862300023,1.665462188589721,Iris-versicolor
+13,6.179366488624367,3.05400000018483,4.899494103290834,1.6655396322171172,Iris-versicolor
+14,5.108954574851429,3.069254201435458,1.5116476298300519,0.2615308086741076,Iris-setosa
+15,6.179366488630177,3.0540000006033297,4.899493646159577,1.6654289347856008,Iris-versicolor
+16,6.179366488623672,3.054000000225267,4.8994922367323,1.6654283585823637,Iris-versicolor
+17,5.108975087300677,3.0731482827883725,1.5124256365632258,0.26153081067178996,Iris-setosa
+18,5.10894801985773,3.054631387325154,1.5107798463332802,0.2615308577806515,Iris-setosa
+19,5.109048132935869,3.0766819854475496,1.5125575999400103,0.2615308103134226,Iris-setosa
+20,6.179366488622837,3.0540000001076444,4.899492681110341,1.6654869383840551,Iris-versicolor
+21,6.179366488623082,3.0540000001516603,4.8994921918965195,1.665434449111133,Iris-versicolor
+22,5.108966446317725,3.069824552839183,1.512893548114455,0.2615308138283294,Iris-setosa
+23,5.1090404621897125,3.075315278431197,1.5125253965686083,0.26153080933306266,Iris-setosa
+24,5.108952866457876,3.0669835331254403,1.5123729897282443,0.2615308221179099,Iris-setosa
+25,5.108967538213036,3.0731056571610593,1.5128217358396339,0.2615308207357912,Iris-setosa
+26,6.179366488634395,3.054000000772984,4.899495396416265,1.6654622683303317,Iris-versicolor
+27,6.179366488738742,3.054000142496736,4.899526044691186,1.6654830957449773,Iris-versicolor
+28,5.108980530677375,3.08284228933982,1.5124394191039077,0.26153081016289825,Iris-setosa
+29,5.108947716641265,3.0540000927772866,4.899540470210944,1.6654275494584765,Iris-versicolor
+30,5.108999754737427,3.078393397059082,1.513122107880875,0.2615308089156326,Iris-setosa
+31,6.1793664886230495,3.054000000141845,4.899492221872409,1.6654376758083973,Iris-versicolor
+0,6.179366488667498,3.0540000141191292,4.899503492551704,1.6654578632088177,Iris-versicolor
+1,6.179366488622896,3.0540000001103533,4.89949236824919,1.6654538856794816,Iris-versicolor
+2,6.179366488622854,3.0540000001192342,4.899492877974702,1.6654929367820428,Iris-versicolor
+3,6.179366488629908,3.0540000006188555,4.899495626050117,1.6654954958990198,Iris-versicolor
+4,5.109010032568916,3.073854222550218,1.5123767961454813,0.26153081109778964,Iris-setosa
+5,5.10894771619492,3.054000005235994,4.899499125257389,1.6654274853200237,Iris-versicolor
+6,5.109003879462827,3.0756860990110524,1.5122165275847894,0.26153081019478214,Iris-setosa
+7,5.108948034328079,3.0561855784490213,1.510585945868079,0.26153080861840744,Iris-setosa
+8,5.108980094085149,3.0649814866020813,1.5125575685988286,0.26153081061232064,Iris-setosa
+9,6.179366488623298,3.0540000001675063,4.899492148530011,1.6654296606987318,Iris-versicolor
+10,6.179366488622894,3.054000000121003,4.899492504162539,1.6654574709418546,Iris-versicolor
+11,6.179366488623516,3.054000000208175,4.899492246777602,1.665429133004738,Iris-versicolor
+12,5.10899497853614,3.0731214391236894,1.5124214427853715,0.26153081038037485,Iris-setosa
+13,6.179366488659955,3.054000002213848,4.899497314356367,1.665430129267418,Iris-versicolor
+14,5.108947735387443,3.054148973464356,4.900323517856856,1.6654299436594933,Iris-setosa
+15,6.179366488624504,3.0540000002406527,4.899493088618423,1.6654497482913613,Iris-versicolor
+16,6.179366488623377,3.05400000014588,4.899492980128201,1.665469309104133,Iris-versicolor
+17,5.108947716179806,3.0540000009565476,4.89949398917009,1.665427616836901,Iris-versicolor
+18,5.108947716279712,3.054000048440942,4.89951574474871,1.6654275061999264,Iris-versicolor
+19,5.108947724751441,3.0540030270876244,4.899631175216648,1.6654274779753049,Iris-versicolor
+20,6.1793664886236135,3.0540000001867087,4.899492229189854,1.6654291087205446,Iris-versicolor
+21,5.1089961871882705,3.0759016001571995,1.5123864320225031,0.2615308087661677,Iris-setosa
+22,5.109081191839757,3.0727191528231765,1.5126218813180872,0.2615308094981552,Iris-setosa
+23,5.108949138424841,3.065907786223041,1.5113568386651317,0.2615308086548396,Iris-setosa
+24,5.108947765106704,3.05403340212978,4.899938508813619,1.665427484871052,Iris-setosa
+25,5.108954036849216,3.0853058725423157,1.512052529833171,0.2615308097941981,Iris-setosa
+26,6.179366488634203,3.0540000010026294,4.899494928321482,1.6654340848256304,Iris-versicolor
+27,5.109011307138558,3.0768008226763053,1.5128337825295104,0.2615308098481531,Iris-setosa
+28,5.109004968200298,3.0767591790950193,1.5127389006868701,0.261530809260333,Iris-setosa
+29,6.1793664886286015,3.0540000006400922,4.899494288177646,1.665451494597035,Iris-versicolor
+30,5.108997782999296,3.075281624840784,1.5123572982433031,0.26153080993058986,Iris-setosa
+31,5.109118486714054,3.073461491074576,1.5127569478815426,0.26153080948487595,Iris-setosa
+0,5.108960059837316,3.08244013344214,1.5118944117281972,0.2615308089205933,Iris-setosa
+1,5.1089517957402695,3.0976565341551097,1.5122738827665683,0.2615308088399717,Iris-setosa
+2,5.109105935702004,3.0714725001286878,1.5127363552912947,0.2615308091753511,Iris-setosa
+3,5.108947722752959,3.054007104978176,4.899811271374424,1.6654288266807893,Iris-versicolor
+4,6.1793664886256865,3.054000000282611,4.899493072315978,1.6654387224178522,Iris-versicolor
+5,5.108950088012673,3.071197066806388,1.5115434075983278,0.2615308089053093,Iris-setosa
+6,5.108953959465717,3.0659244037297495,1.512469104324029,0.26153081606124357,Iris-setosa
+7,6.179366488640252,3.054000001085725,4.899495674402301,1.6654429268002566,Iris-versicolor
+8,6.179366488632391,3.054000000750219,4.899495584704787,1.6654774397724867,Iris-versicolor
+9,5.10895412458537,3.095537819758768,1.5122592781856126,0.2615308088890432,Iris-setosa
+10,5.108951601120352,3.0580039884024695,1.5113523547252916,0.2615308103991999,Iris-setosa
+11,6.179366488622899,3.0540000001237253,4.899492563352105,1.665459586554854,Iris-versicolor
+12,5.108948047901377,3.05789590860249,1.5106198764868246,0.26153080855060007,Iris-setosa
+13,5.108947716560003,3.054000240340708,4.899527073708794,1.6654274754841512,Iris-versicolor
+14,6.179366488623383,3.05400000018326,4.8994921222854115,1.665428579757056,Iris-versicolor
+15,6.1793664886255035,3.054000000408438,4.899493157129725,1.6654324771400408,Iris-versicolor
+16,6.179366488902952,3.054000112668308,4.899531938635613,1.6654306824840348,Iris-versicolor
+17,6.179366488623565,3.0540000001854857,4.899492370032774,1.665432857821643,Iris-versicolor
+18,5.108954841243754,3.0618127677885445,1.511714407748333,0.2615308113354413,Iris-setosa
+19,6.17936648862299,3.0540000001260026,4.899492073377598,1.665433298925628,Iris-versicolor
+20,6.179366488623565,3.0540000002010106,4.899492335429032,1.665430780889706,Iris-versicolor
+21,5.108974917635623,3.083730648175989,1.5126946623017186,0.2615308090543344,Iris-setosa
+22,5.108947760882325,3.054169617623902,1.510414631870963,0.26153085851156394,Iris-setosa
+23,5.108981435103948,3.069838211328518,1.512519421669353,0.2615308150519418,Iris-setosa
+24,5.10916058249189,3.070322443735307,1.5127433791983356,0.26153080912413984,Iris-setosa
+25,5.108947716706756,3.054000988997418,4.899616008959569,1.6654307210834514,Iris-versicolor
+26,5.108952395068156,3.0697597587302403,1.5126044709844195,0.26153083020084383,Iris-setosa
+27,5.10911160275051,3.069968857258272,1.513060710710886,0.2615308094577765,Iris-setosa
+28,5.10909022635013,3.06979680923396,1.513170401159429,0.2615308091553039,Iris-setosa
+29,5.108947716199205,3.0540000221958237,4.899505089967311,1.665427482106981,Iris-versicolor
+30,5.108959119428659,3.0802740200308287,1.5119281344299533,0.2615308089958714,Iris-setosa
+31,5.108947729957829,3.054102541792393,4.90009934085453,1.6654290373496394,Iris-setosa
+0,5.108991647370219,3.0729707336963967,1.5124839852399783,0.26153080990141303,Iris-setosa
+1,6.179366488624803,3.0540000002293315,4.899494073970669,1.6655011988613424,Iris-versicolor
+2,6.179366488625758,3.0540000002523957,4.899493926427287,1.6654761083270024,Iris-versicolor
+3,5.1090218134971135,3.0777375754527636,1.5126872829897746,0.26153080914566823,Iris-setosa
+4,5.1090247511916616,3.0752540889141473,1.5124790253443505,0.2615308092291409,Iris-setosa
+5,5.108947832373929,3.0541669354987326,4.900427326412675,1.6654275831309893,Iris-setosa
+6,5.10895967651763,3.0671319355743036,1.5119565864872415,0.2615308095002367,Iris-setosa
+7,5.109025719514857,3.0732740168780794,1.5127041115655608,0.2615308091271715,Iris-setosa
+8,6.17936648862308,3.0540000001341086,4.899492158847736,1.665434655367119,Iris-versicolor
+9,6.179366488710095,3.0540000821503623,4.899519503245876,1.6654567199616253,Iris-versicolor
+10,6.179366488623664,3.0540000001914125,4.899492796798257,1.6654487847608406,Iris-versicolor
+11,6.179366488623592,3.0540000002174157,4.899492219062586,1.665428500610768,Iris-versicolor
+12,5.109045495812624,3.07160031583399,1.5125686265051508,0.2615308090781358,Iris-setosa
+13,6.179366488625305,3.054000000339197,4.899493177420521,1.6654416522679723,Iris-versicolor
+14,5.108947716403226,3.0540000562279643,4.899526026169088,1.6654275036352417,Iris-versicolor
+15,5.108947717561612,3.05400074254054,4.899548573619268,1.6654274753919958,Iris-versicolor
+16,5.108955504348563,3.076918613462573,1.511948538153734,0.26153080889397273,Iris-setosa
+17,5.10894774490987,3.054018726586703,4.899793223633538,1.6654275028153378,Iris-setosa
+18,5.108954202240697,3.067856379659159,1.5121611389085252,0.2615308105642705,Iris-setosa
+19,5.1089917712209685,3.071169777196214,1.5126452022298924,0.2615308098405898,Iris-setosa
+20,5.108947716801679,3.054000153856333,4.899555913017039,1.6654277135633166,Iris-versicolor
+21,5.108949869928938,3.0655375613104474,1.5113346201230584,0.26153080889637825,Iris-setosa
+22,6.179366488656851,3.0540000105664733,4.899501895481896,1.6654419988912659,Iris-versicolor
+23,5.109060197006397,3.0734542995998164,1.5126752703040562,0.2615308090658433,Iris-setosa

iris/lct_gan/2/15/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor

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

iris/lct_gan/2/15/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor

iris/lct_gan/2/16/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488623492,3.0540000002197845,4.899492208716712,1.6654285264701307,Iris-versicolor
+1,6.179366488623374,3.054000000171294,4.899492142312658,1.6654291195793562,Iris-versicolor
+2,6.1793664886400235,3.054000001819545,4.899497605703061,1.6654816770777237,Iris-versicolor
+3,5.108950541291651,3.0640968410268328,1.511804599782587,0.2615308116468222,Iris-setosa
+4,6.179366488623431,3.0540000001781915,4.899492111292592,1.6654284688554726,Iris-versicolor
+5,5.108956993014006,3.065792032779802,1.5121327065162922,0.2615308135527093,Iris-setosa
+6,5.108955044569751,3.069749313624299,1.512429528400546,0.26153081317465837,Iris-setosa
+7,6.179366488624504,3.0540000001784775,4.89949379324399,1.6655009796965345,Iris-versicolor
+8,6.179366488648425,3.0540000014364357,4.899496758702614,1.6654624589787985,Iris-versicolor
+9,5.10894818789152,3.0578561180293633,1.5113442234298329,0.2615308789785771,Iris-setosa
+10,6.179366488623196,3.0540000001454923,4.89949346092811,1.6655314846874814,Iris-versicolor
+11,6.179366488623227,3.0540000001375747,4.899491968664276,1.6654284037299845,Iris-versicolor
+12,6.179366488623203,3.054000000137723,4.8994933364877316,1.665506824941061,Iris-versicolor
+13,5.108964904920192,3.0675118296154857,1.5120650796207082,0.26153080941211604,Iris-setosa
+14,5.109024719241749,3.0742356202487597,1.5131310042698856,0.2615308092019179,Iris-setosa
+15,6.179366488623363,3.054000000142852,4.899493512052235,1.6655214661099074,Iris-versicolor
+16,5.108947731259975,3.054067675693346,4.900126898950297,1.6654302747435714,Iris-versicolor
+17,6.1793664887373145,3.0540000079441243,4.899502951901734,1.6654340531207164,Iris-versicolor
+18,5.108950420180392,3.0583272755397433,1.5111419607584078,0.2615308097663217,Iris-setosa
+19,5.108947718639927,3.054010990693793,4.899793674856984,1.6654292600839682,Iris-versicolor
+20,6.179366488625896,3.0540000004645598,4.899493327918094,1.6654330016459595,Iris-versicolor
+21,5.108957505267091,3.068496488529043,1.5125371419324833,0.26153081280237733,Iris-setosa
+22,5.108986954358486,3.0754498106873602,1.512228579395774,0.26153080886306923,Iris-setosa
+23,5.109056307815522,3.0730114660677623,1.5127380186272092,0.2615308090219107,Iris-setosa
+24,6.179366488628812,3.054000001188492,4.899494146790167,1.665429042901564,Iris-versicolor
+25,5.108947840833164,3.0540687023892628,4.900203963723081,1.6654275648969412,Iris-setosa
+26,5.109077937458033,3.0746127613412426,1.5128901114412237,0.2615308094210569,Iris-setosa
+27,5.1089477166009285,3.05400016739185,4.899520472743003,1.6654274752909073,Iris-versicolor
+28,5.10894839881607,3.0584679347166737,1.5108595832668479,0.2615308086677389,Iris-setosa
+29,6.179366488690143,3.054000012006452,4.8995043880986096,1.6654620680978252,Iris-versicolor
+30,5.108947767571408,3.0540712677329602,1.5101856280148505,0.2615308084396786,Iris-setosa
+31,5.108949263857313,3.0565595190374024,1.5114496272036202,0.2615308856387829,Iris-setosa
+0,6.1793664886719935,3.054000002982003,4.899499675024895,1.6654816303172968,Iris-versicolor
+1,6.1793664886228825,3.0540000001267082,4.89949305246125,1.6655044253116775,Iris-versicolor
+2,5.108947725284815,3.054003382064861,4.899599858167228,1.6654274752001534,Iris-setosa
+3,5.108947741318335,3.0540238461870897,1.5101255481539024,0.2615308084295984,Iris-setosa
+4,6.179366488623235,3.0540000001597827,4.899492245589437,1.6654336171385211,Iris-versicolor
+5,6.1793664886228425,3.0540000001188075,4.8994930287674086,1.6655123428689718,Iris-versicolor
+6,5.108954007328134,3.084811542770473,1.5120016090164672,0.2615308100860351,Iris-setosa
+7,5.1091105978399245,3.0733034846985405,1.5127690250932233,0.2615308096319685,Iris-setosa
+8,5.108952442945385,3.065962958695785,1.5125972051562315,0.2615308590487784,Iris-setosa
+9,5.108947722896688,3.054012038432543,4.899805773175699,1.6654277899486771,Iris-versicolor
+10,6.179366488623264,3.054000000169416,4.899492134945881,1.6654295332203326,Iris-versicolor
+11,6.1793664890937885,3.0540000604052016,4.89952217868433,1.6654431286911715,Iris-versicolor
+12,5.109053892035737,3.0734973454140366,1.512419939842563,0.26153080959872066,Iris-setosa
+13,6.179366488632734,3.05400000080621,4.8994943709772745,1.6654325669892165,Iris-versicolor
+14,5.108996221456922,3.0770008863808878,1.512425281772856,0.26153080932037387,Iris-setosa
+15,5.108981940685054,3.0732903751890337,1.5125369719116941,0.2615308110771743,Iris-setosa
+16,6.179366488713948,3.0540000055975405,4.899501807842392,1.665464046399067,Iris-versicolor
+17,6.179366488623122,3.0540000001259653,4.899492000049037,1.665429617153164,Iris-versicolor
+18,6.179366489127462,3.0540001861125616,4.89954535755909,1.665435876750679,Iris-versicolor
+19,5.108985013929733,3.0819290638103136,1.5126547053677921,0.26153080931260886,Iris-setosa
+20,6.17936648869476,3.0540000046481337,4.899500541584078,1.6654406216181097,Iris-versicolor
+21,5.1089923777440704,3.077743192434057,1.5124074037795956,0.26153080947199203,Iris-setosa
+22,5.109023726494933,3.0765011811144802,1.5126945107169185,0.26153080932189293,Iris-setosa
+23,6.1793664886318975,3.054000000690586,4.899495129464937,1.66546266100194,Iris-versicolor
+24,6.1793664886228585,3.0540000001152823,4.899492566592937,1.6654667560982557,Iris-versicolor
+25,6.179366488622988,3.0540000001308547,4.899493236887376,1.6655149339178783,Iris-versicolor
+26,6.179366488624185,3.0540000002746,4.899492596421689,1.6654303954017462,Iris-versicolor
+27,6.179366488625329,3.0540000002465,4.899492787925471,1.665431976638031,Iris-versicolor
+28,6.179366488627711,3.0540000005357455,4.899493772503386,1.6654363797972545,Iris-versicolor
+29,5.1089572830196746,3.0654251613129047,1.5121794556783286,0.2615308144497049,Iris-setosa
+30,6.179366488624669,3.054000000195805,4.899494019095025,1.665505236909045,Iris-versicolor
+31,5.1089479388709185,3.0557617917801596,1.5108928084017401,0.26153092917493936,Iris-setosa
+0,6.179366488625844,3.054000000357053,4.899492875283105,1.6654292446234118,Iris-versicolor
+1,5.109076240884362,3.0739332997941657,1.5124333096219311,0.2615308098081191,Iris-setosa
+2,6.1793664886304285,3.0540000013308624,4.899494670950286,1.6654303594918667,Iris-versicolor
+3,5.109033825229483,3.0732971786751166,1.5126939928704664,0.2615308091348423,Iris-setosa
+4,6.179366488623929,3.0540000002564343,4.899493381924465,1.6654656993559411,Iris-versicolor
+5,5.1089477161844155,3.054000003308062,4.899497247148497,1.6654276072512186,Iris-versicolor
+6,6.179366488669158,3.0540000037410047,4.8994986864323895,1.6654298335915947,Iris-versicolor
+7,6.179366488627239,3.0540000003018846,4.89949416263727,1.6654718739466816,Iris-versicolor
+8,6.179366488624573,3.054000000335606,4.8994927801876065,1.6654306127548104,Iris-versicolor
+9,5.1090346680525505,3.0698554695800118,1.5126068854844719,0.26153080961091046,Iris-setosa
+10,5.109274613177863,3.0686811679191406,1.5131526741364358,0.2615308097649811,Iris-setosa
+11,5.108950826551751,3.0627620327973357,1.5116358826225778,0.2615308097200153,Iris-setosa
+12,5.108959225591019,3.0753376739103504,1.5121443916559358,0.2615308098775627,Iris-setosa
+13,6.179366488624232,3.0540000002173233,4.899493064930689,1.6654529525212536,Iris-versicolor
+14,5.1090286993822644,3.0761593196230455,1.512468262004167,0.26153080950592467,Iris-setosa
+15,6.179366488623059,3.0540000001121257,4.899492004106613,1.6654315957883576,Iris-versicolor
+16,5.108947716175515,3.05400000089841,4.899493361547791,1.6654275374058356,Iris-versicolor
+17,5.108947716187988,3.0540000132184133,4.899500436816367,1.665427476877822,Iris-versicolor
+18,5.109006354978956,3.080441600550673,1.5126178323651702,0.26153080938869294,Iris-setosa
+19,5.109026108486469,3.0770953559888774,1.512468095465731,0.26153080935433226,Iris-setosa
+20,5.109214482519825,3.070031854705959,1.51286571816938,0.2615308096425107,Iris-setosa
+21,6.179366488636162,3.0540000006171404,4.899494514468184,1.6654337951043852,Iris-versicolor
+22,5.1089831481009504,3.0751224013716394,1.5124408249505064,0.2615308096017199,Iris-setosa
+23,5.108947716745437,3.0540002671913182,4.899561645199988,1.6654276045116485,Iris-versicolor
+24,5.10897421866723,3.073247026711448,1.512535387031156,0.26153080922559735,Iris-setosa
+25,6.17936648876785,3.0540000119583195,4.899506192722164,1.6654467668298503,Iris-versicolor
+26,6.179366489066163,3.054001478670912,4.899603557811087,1.6654623967112174,Iris-versicolor
+27,5.10894771653985,3.0540000604211017,4.899522033878538,1.665427482102554,Iris-versicolor
+28,5.109030671392623,3.0784608153238024,1.512654279086753,0.26153080959802094,Iris-setosa
+29,5.109034632400342,3.075146418031694,1.5126126817594765,0.2615308098348751,Iris-setosa
+30,5.108947718723756,3.054006873967664,4.899777732051977,1.665428704141273,Iris-versicolor
+31,5.108947765171796,3.0540121792793626,4.8997162421094265,1.66542747548252,Iris-setosa
+0,6.179366488624078,3.054000000260507,4.899492908911181,1.6654442456826202,Iris-versicolor
+1,5.108948064776186,3.055662210300616,1.5110339561786552,0.26153086047029017,Iris-setosa
+2,5.108947716274634,3.0540000355881594,4.899515753354798,1.6654278107309064,Iris-versicolor
+3,5.108947716181699,3.0540000052474316,4.899497483989204,1.6654274805851335,Iris-versicolor
+4,6.1793664886252255,3.0540000003379406,4.899493925312977,1.6654702486140174,Iris-versicolor
+5,6.179366488626876,3.0540000008064747,4.899493595461023,1.66542895628507,Iris-versicolor
+6,6.179366488625626,3.0540000003412113,4.899493192079077,1.665437679360195,Iris-versicolor
+7,5.109133546755053,3.0692323855244514,1.5127537732042022,0.261530809316855,Iris-setosa
+8,6.179366488628194,3.0540000005444594,4.8994938045853775,1.6654378844803068,Iris-versicolor
+9,6.179366488623537,3.0540000002362913,4.89949211805899,1.6654278739280814,Iris-versicolor
+10,5.108947716216905,3.0540000039998705,4.8994993287363355,1.665427945406869,Iris-versicolor
+11,5.1089477161863295,3.05400000524255,4.899499170935152,1.6654275278967272,Iris-versicolor
+12,5.1089477935930985,3.0542524820211936,1.5105561987337606,0.26153088578432276,Iris-setosa
+13,6.179366488636447,3.054000000617325,4.899495391754825,1.6654678011568358,Iris-versicolor
+14,5.108947745467994,3.05406923044653,4.900124265673583,1.6654279910619392,Iris-setosa
+15,5.10900034925369,3.0767768784622693,1.5126447200263526,0.2615308090218977,Iris-setosa
+16,5.108969214167868,3.0758890557266363,1.5125492457739262,0.261530810526288,Iris-setosa
+17,5.1089477655583595,3.055164485627856,1.5106808604345998,0.2615310164844368,Iris-setosa
+18,5.109136746101963,3.0723516615403437,1.5126770948524542,0.2615308102214055,Iris-setosa
+19,6.179366488623075,3.0540000001456833,4.899492207506219,1.665436075971572,Iris-versicolor
+20,5.108947965033267,3.0541339105913456,1.5103567661915223,0.2615308093057096,Iris-setosa
+21,5.1090877673982495,3.072050564618505,1.5126947512041553,0.2615308092418423,Iris-setosa
+22,6.179366488623499,3.054000000179142,4.899492353067448,1.6654331811881877,Iris-versicolor
+23,5.108954455458807,3.064701453762569,1.5126109618865284,0.26153082949711537,Iris-setosa

iris/lct_gan/2/16/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor

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

iris/lct_gan/2/16/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor

iris/lct_gan/2/17/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947716176611,3.054000001069494,4.899493952593453,1.6654277198323315,Iris-versicolor
+1,6.17936648862314,3.054000000139928,4.899492098149777,1.6654310047632945,Iris-versicolor
+2,6.179366488689612,3.054000013419224,4.8995049698942905,1.6654659270597203,Iris-versicolor
+3,5.108975490870093,3.0846430043532744,1.512430820763389,0.26153080915789095,Iris-setosa
+4,5.10899742769103,3.0816494028603625,1.5126272797854137,0.2615308092864131,Iris-setosa
+5,6.179366488626315,3.054000000481885,4.899493293549466,1.6654317330391797,Iris-versicolor
+6,6.17936648862285,3.054000000122355,4.899493115788021,1.6655200089854205,Iris-versicolor
+7,6.179366488623446,3.05400000016514,4.89949220050881,1.6654300190352318,Iris-versicolor
+8,5.108948053010323,3.055180032845263,1.510912718655543,0.2615308363259944,Iris-setosa
+9,5.1089477165368695,3.0540000602577853,4.899522985116163,1.6654274780688592,Iris-versicolor
+10,6.179366488623302,3.0540000001723437,4.899492080758212,1.6654285841522964,Iris-versicolor
+11,6.179366488622984,3.054000000128848,4.89949214623889,1.6654366876932858,Iris-versicolor
+12,5.108984470028588,3.069455113563411,1.5127003936410721,0.26153081391894173,Iris-setosa
+13,5.108957964326101,3.0651912331195,1.5127367467487987,0.2615308212023494,Iris-setosa
+14,6.179366488628639,3.054000000467538,4.899494637561809,1.6654706521377662,Iris-versicolor
+15,6.179366488646235,3.054000002507394,4.899498268150094,1.665480315201002,Iris-versicolor
+16,6.17936648862999,3.054000000554367,4.899495098123021,1.6654791940786668,Iris-versicolor
+17,6.179366488649195,3.054000002369624,4.8994974653621455,1.6654395508199473,Iris-versicolor
+18,6.179366488753679,3.054000018530314,4.89950697217085,1.6654344789847881,Iris-versicolor
+19,6.179366488625647,3.054000000294068,4.899494468303971,1.6655057428112374,Iris-versicolor
+20,6.179366488623583,3.0540000001641676,4.899493740434563,1.6655394488204036,Iris-versicolor
+21,5.108973991067338,3.0843815096449143,1.512440529974679,0.2615308097358746,Iris-setosa
+22,6.17936648862299,3.054000000122797,4.8994920636031445,1.665433422364345,Iris-versicolor
+23,5.108976353886043,3.082532597100376,1.512641254060383,0.26153080949418916,Iris-setosa
+24,5.108947755105329,3.054009228026982,4.899730014635186,1.6654274757169851,Iris-setosa
+25,6.179366488622919,3.0540000001166074,4.899492148468084,1.6654395787221514,Iris-versicolor
+26,6.179366488623149,3.054000000160997,4.899492285596316,1.6654369234732433,Iris-versicolor
+27,6.179366488624018,3.0540000002339647,4.899492541678201,1.6654320956790185,Iris-versicolor
+28,6.179366488643732,3.0540000012560515,4.899497625405308,1.6654986085834922,Iris-versicolor
+29,6.179366488622955,3.0540000001279566,4.899492391406677,1.665447498388699,Iris-versicolor
+30,6.179366488623816,3.054000000173567,4.899493815365124,1.665517834529987,Iris-versicolor
+31,6.179366488623201,3.054000000143817,4.899492075814472,1.6654297180010444,Iris-versicolor
+0,6.179366488623128,3.054000000133344,4.899492812063205,1.6654663073625648,Iris-versicolor
+1,6.17936648862337,3.054000000166884,4.899492701536728,1.6654499851888727,Iris-versicolor
+2,5.1090531931730325,3.0754192964244114,1.5127850668619591,0.26153081034370307,Iris-setosa
+3,5.108947716177667,3.0540000008851313,4.899493619118224,1.665427543224827,Iris-versicolor
+4,6.1793664886241615,3.0540000002343595,4.899492703946264,1.6654373125357027,Iris-versicolor
+5,6.179366488624862,3.054000000279859,4.899492564885976,1.665428629096101,Iris-versicolor
+6,6.179366488623457,3.0540000001644727,4.899492440845596,1.6654396909841356,Iris-versicolor
+7,5.1090029278319875,3.0788904765598004,1.5132690388227579,0.26153080914094123,Iris-setosa
+8,5.10894771620579,3.054000004337349,4.899499848600853,1.6654275217764238,Iris-versicolor
+9,5.108949004016066,3.055734720111757,1.5108658340401973,0.26153081186096766,Iris-setosa
+10,6.179366488627375,3.054000000560986,4.899494841893808,1.6654750809071333,Iris-versicolor
+11,6.1793664886229696,3.0540000001279193,4.899492293363665,1.6654428106782113,Iris-versicolor
+12,5.109045568667136,3.07375983987745,1.5123328695333913,0.26153080938570594,Iris-setosa
+13,5.108949295233146,3.0602608311948316,1.5114446628014173,0.26153081770114983,Iris-setosa
+14,5.108947716382435,3.0540000978939013,4.899523780183135,1.6654274796451347,Iris-versicolor
+15,6.179366488638052,3.054000001486954,4.899495898600287,1.665438101179009,Iris-versicolor
+16,6.179366488654856,3.054000005340192,4.899500094323982,1.6654638176629644,Iris-versicolor
+17,6.1793664886228905,3.0540000001180716,4.899492260078432,1.6654446202614863,Iris-versicolor
+18,5.108958536639,3.082791757437032,1.511988531959639,0.26153080883929036,Iris-setosa
+19,6.179366491687783,3.054006655677654,4.899733863176431,1.6654357283573755,Iris-versicolor
+20,5.108957660721063,3.0933544352166713,1.512524869709006,0.26153080916883775,Iris-setosa
+21,5.108947716425841,3.054001209860299,4.899599574039602,1.6654277780240871,Iris-versicolor
+22,5.109133009012657,3.0730220303071563,1.5127035347239433,0.26153080991083655,Iris-setosa
+23,5.108948016717254,3.055250221868328,1.5108484526407904,0.2615308560783491,Iris-setosa
+24,5.108950982347008,3.0625475048427027,1.5120359616145211,0.2615308287524286,Iris-setosa
+25,6.1793664886246145,3.0540000002023597,4.899494294015038,1.6655457046237716,Iris-versicolor
+26,5.108947724894013,3.0541841419186215,1.510405218710933,0.26153142514716954,Iris-setosa
+27,5.10900630907818,3.0790918459026253,1.5127409939910217,0.26153080960558395,Iris-setosa
+28,6.179366488623112,3.0540000001326697,4.899493074683912,1.6654900658906524,Iris-versicolor
+29,5.109019270660699,3.074025204813104,1.5125219293735728,0.2615308103135939,Iris-setosa
+30,6.1793664886233675,3.0540000001678522,4.899493414275731,1.6655000776625388,Iris-versicolor
+31,6.179366488622929,3.0540000001260297,4.89949257453624,1.6654591118868172,Iris-versicolor
+0,5.10906254481255,3.0750592574220046,1.5128724102286153,0.2615308091753613,Iris-setosa
+1,5.108955069408118,3.0667489971904374,1.5126186726365891,0.26153082225318347,Iris-setosa
+2,6.1793664887058934,3.054000028099495,4.899511275697365,1.6654291373107653,Iris-versicolor
+3,5.1090294448695515,3.0749688946983023,1.5127945122337594,0.2615308091659281,Iris-setosa
+4,6.1793664886704205,3.0540000033932158,4.899498742034559,1.6654309512676744,Iris-versicolor
+5,5.108949419897275,3.059931999924761,1.5114102285729,0.26153080967784637,Iris-setosa
+6,5.108947716660122,3.054000115376018,4.899519845565742,1.665427475465959,Iris-versicolor
+7,6.179366488625929,3.0540000006970622,4.899493214830745,1.6654282697043268,Iris-versicolor
+8,5.109015826936671,3.0774052655663766,1.5127526406199325,0.26153081081661395,Iris-setosa
+9,5.109050473138867,3.0723701304453006,1.5126912635246874,0.2615308092393085,Iris-setosa
+10,6.1793664886229855,3.054000000119913,4.899492052596536,1.6654334269994453,Iris-versicolor
+11,5.108949388635638,3.057063348695885,1.5111927734173083,0.2615308100918569,Iris-setosa
+12,6.17936648862308,3.0540000001422265,4.899493222982635,1.6655026618993853,Iris-versicolor
+13,6.179366488785283,3.0540000219307917,4.899509713752671,1.6654505599492664,Iris-versicolor
+14,6.179366488623101,3.0540000001417025,4.89949280335206,1.6654655617733578,Iris-versicolor
+15,6.179366488634917,3.0540000007731907,4.899494713730728,1.665435152931866,Iris-versicolor
+16,5.10894813910383,3.054999431662903,1.5109160321149133,0.26153093069193567,Iris-setosa
+17,5.1089477331410444,3.05405279850099,4.900013989321149,1.6654278732027021,Iris-setosa
+18,6.179366488765801,3.0540000113161025,4.899505257759313,1.665436215798025,Iris-versicolor
+19,6.179366488635415,3.0540000007238532,4.899494462363526,1.6654310014962617,Iris-versicolor
+20,5.1089571997116225,3.060539535052384,1.5121239703155431,0.2615308165162386,Iris-setosa
+21,6.179366488623354,3.0540000001443963,4.899493535006193,1.665528252533878,Iris-versicolor
+22,5.108960731773508,3.077626465799304,1.5123754826836728,0.2615308099657487,Iris-setosa
+23,5.108957433665626,3.0649553054159884,1.5123154147485054,0.26153081116418836,Iris-setosa
+24,5.108947765262256,3.0544358513457923,1.5105427097862067,0.2615310347536363,Iris-setosa
+25,5.108962062394814,3.065756914169906,1.51284469868356,0.2615308157079073,Iris-setosa
+26,6.179366488623656,3.0540000001913885,4.89949303265366,1.665458535569973,Iris-versicolor
+27,5.1089491063930605,3.0549599238304874,1.510731198674045,0.26153080897322545,Iris-setosa
+28,6.179366488625029,3.054000000339531,4.89949295522692,1.6654329190899575,Iris-versicolor
+29,5.109036916133726,3.0738135094977905,1.5125874893899232,0.2615308090489383,Iris-setosa
+30,6.179366488628379,3.0540000005693577,4.8994959752581355,1.6655338012849266,Iris-versicolor
+31,6.1793664886229,3.0540000001210617,4.899493161082579,1.6655455334874916,Iris-versicolor
+0,5.109004051978264,3.0771352866243062,1.5127131769511393,0.26153080919701416,Iris-setosa
+1,5.108984502603023,3.07548190427351,1.5126845944080163,0.2615308110445738,Iris-setosa
+2,5.108947864911082,3.055208364370049,1.5105851448243484,0.26153082130455374,Iris-setosa
+3,5.108949268914742,3.0569528405456166,1.5113923859152858,0.2615308209969052,Iris-setosa
+4,6.179366488625555,3.054000000478829,4.899492972028983,1.665428581528076,Iris-versicolor
+5,6.179366488623389,3.0540000001676058,4.89949243101308,1.665439928379488,Iris-versicolor
+6,5.108998270068925,3.076705168173437,1.5124528915102822,0.261530809016311,Iris-setosa
+7,5.108947983141733,3.0549187451111526,1.510472517625148,0.2615308084581068,Iris-setosa
+8,6.179366488717374,3.0540000123523274,4.899504894286822,1.6654543931683932,Iris-versicolor
+9,5.108947721865171,3.054001621331044,4.899625196420495,1.6654274991008329,Iris-versicolor
+10,5.109308576678065,3.068259591658796,1.512941626716157,0.26153080944615564,Iris-setosa
+11,5.109031939761881,3.0752225008402143,1.5131716226461356,0.26153080908110443,Iris-setosa
+12,5.108966462331113,3.084237474081049,1.5127155019342218,0.26153080972502696,Iris-setosa
+13,6.179366488783118,3.054000041037105,4.899512637146311,1.6654531604452067,Iris-versicolor
+14,5.1089618713438805,3.0670669217124384,1.5126780086629854,0.26153081468703465,Iris-setosa
+15,5.10894771618234,3.0540000025021006,4.899496374831694,1.6654277450655595,Iris-versicolor
+16,5.108996378612316,3.0780564940951285,1.5123145349421319,0.2615308093946376,Iris-setosa
+17,6.179366488625329,3.054000000255855,4.899494403993042,1.6655116034832635,Iris-versicolor
+18,5.108971842352441,3.08251210614655,1.512671994638464,0.2615308090780908,Iris-setosa
+19,5.108949752915906,3.0637660911447084,1.511262738713278,0.26153080877869656,Iris-setosa
+20,6.179366488623083,3.054000000134915,4.899492093373547,1.6654318968480346,Iris-versicolor
+21,5.108953197466225,3.0689961954053615,1.5117880121037264,0.2615308091917705,Iris-setosa
+22,5.108956569836996,3.067489798781291,1.5119305341812144,0.26153081190179644,Iris-setosa
+23,6.179366488623208,3.0540000001403964,4.899492637323222,1.6654532196476795,Iris-versicolor

iris/lct_gan/2/17/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor

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

iris/lct_gan/2/17/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor

iris/lct_gan/2/18/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488624089,3.0540000002109386,4.899493243957208,1.6654632416838555,Iris-versicolor
+1,5.109021746548339,3.0759205520356123,1.5128937275580832,0.2615308090122115,Iris-setosa
+2,5.108988469369156,3.0697476183874683,1.512344194761557,0.26153080992099065,Iris-setosa
+3,6.179366488623165,3.0540000001378513,4.899492503200232,1.6654475865169374,Iris-versicolor
+4,6.179366488623119,3.0540000001455936,4.899492193645657,1.6654344836621053,Iris-versicolor
+5,6.179366488623235,3.0540000001556,4.8994920507986395,1.6654288194385947,Iris-versicolor
+6,5.10894771621776,3.0540000220976116,4.899505110006963,1.665427476640346,Iris-versicolor
+7,6.179366488639447,3.0540000016768283,4.89949789735319,1.6654974788266,Iris-versicolor
+8,6.179366488623197,3.054000000148704,4.899492065978569,1.6654293102994127,Iris-versicolor
+9,5.108956663016502,3.072242308300352,1.5125890533763402,0.26153082142857254,Iris-setosa
+10,6.179366488622989,3.0540000001251797,4.8994932266366344,1.6655237689048064,Iris-versicolor
+11,5.108950523969968,3.080870263641529,1.5116700193147137,0.2615308090722259,Iris-setosa
+12,6.1793664886232635,3.054000000145237,4.899493489182628,1.6655219879493888,Iris-versicolor
+13,6.179366488632574,3.05400000058232,4.899495140800028,1.665471075173702,Iris-versicolor
+14,6.179366488622877,3.054000000121511,4.899492594166159,1.6654645584760828,Iris-versicolor
+15,5.10895067583554,3.0633980549068265,1.511198182229273,0.26153080862358374,Iris-setosa
+16,5.1089587978670075,3.067912299935804,1.5121911139833657,0.2615308141094654,Iris-setosa
+17,6.179366488695958,3.054000008554674,4.899502548927039,1.6654372341938264,Iris-versicolor
+18,6.17936648883275,3.0540000733461343,4.899520153433774,1.6654759215879824,Iris-versicolor
+19,5.109090124453736,3.0727740797844136,1.5124702182674654,0.2615308099595245,Iris-setosa
+20,5.109016017649722,3.074295718245799,1.512838198768301,0.26153080961220315,Iris-setosa
+21,5.10894781517553,3.054601229456368,1.5107335394301404,0.26153156753935913,Iris-setosa
+22,6.179366488623433,3.054000000157073,4.899492232120001,1.6654310233490985,Iris-versicolor
+23,5.108953061829622,3.0578490750689413,1.5113523382353236,0.2615308095886007,Iris-setosa
+24,5.108951321261568,3.0611884271970426,1.5117487815477746,0.2615308214522941,Iris-setosa
+25,5.108951721659532,3.0641263869280024,1.5118240358217792,0.2615308096712861,Iris-setosa
+26,6.1793664886300625,3.054000000523264,4.899493815249667,1.6654314443056513,Iris-versicolor
+27,5.108999669456525,3.0763590999832,1.5126018657743012,0.26153080896026537,Iris-setosa
+28,5.108947716294406,3.0540001485404633,4.899535687656464,1.665427770478259,Iris-versicolor
+29,6.17936648862555,3.054000000521783,4.899493524565376,1.6654396615812392,Iris-versicolor
+30,5.108947861377191,3.054994514087546,1.510880289084796,0.26153094129085575,Iris-setosa
+31,6.179366488623166,3.0540000001147254,4.899491967317667,1.665429483159418,Iris-versicolor
+0,6.179366488634326,3.054000000663855,4.899496275042216,1.6655037666766002,Iris-versicolor
+1,6.179366488625012,3.054000000333265,4.899492886813996,1.6654319001592757,Iris-versicolor
+2,5.108961165076584,3.071088302794013,1.5129920876573524,0.26153082190016413,Iris-setosa
+3,5.109047697595891,3.077017320357683,1.5127580857917649,0.2615308098319597,Iris-setosa
+4,6.179366488623314,3.0540000001643897,4.89949241666645,1.6654402110951125,Iris-versicolor
+5,5.108950264323483,3.0613941127126525,1.51182494676449,0.26153083620106404,Iris-setosa
+6,6.179366488622855,3.0540000001138714,4.899492539959502,1.6654657136842075,Iris-versicolor
+7,5.10904631888798,3.072022120701771,1.5122277159769464,0.2615308093905513,Iris-setosa
+8,6.17936648862648,3.0540000003784242,4.899494356361848,1.6654763307066693,Iris-versicolor
+9,6.179366488648934,3.0540000053674055,4.8994988141672255,1.6654289733844199,Iris-versicolor
+10,5.109026862653012,3.0798158794600434,1.5127856035540892,0.2615308106759644,Iris-setosa
+11,6.179366488623689,3.0540000002445287,4.899492384993333,1.6654295348323422,Iris-versicolor
+12,5.108987626264253,3.0752236487071283,1.5122476172175991,0.2615308120501564,Iris-setosa
+13,5.109155852354718,3.0728455163882877,1.5126904339051734,0.2615308101515757,Iris-setosa
+14,5.108968656898747,3.0756398510828196,1.5122682264002374,0.2615308091056933,Iris-setosa
+15,5.109065439572001,3.0767218210981992,1.512738661223855,0.26153081002333173,Iris-setosa
+16,6.179366488623474,3.0540000001532683,4.899493631485945,1.6655489584306769,Iris-versicolor
+17,6.179366488625622,3.054000000351843,4.8994929649929295,1.6654306049669818,Iris-versicolor
+18,6.179366488647582,3.054000003937641,4.899500788775907,1.6655108019988418,Iris-versicolor
+19,5.108958651300466,3.0895073069332355,1.5120864157958538,0.26153080888066915,Iris-setosa
+20,5.10917699538238,3.0715064628221125,1.5129117489423707,0.2615308095436609,Iris-setosa
+21,5.109006075647813,3.079250156551938,1.5130479612001326,0.2615308092022896,Iris-setosa
+22,5.108959570241574,3.0680948043354386,1.5124113093414855,0.2615308116381667,Iris-setosa
+23,5.108947716234194,3.0540000072480673,4.899502827645517,1.6654276504141459,Iris-versicolor
+24,6.179366488627863,3.0540000003465195,4.899495358095356,1.66552986034572,Iris-versicolor
+25,6.179366488624442,3.0540000002251273,4.8994930492921736,1.6654482300781812,Iris-versicolor
+26,5.10894810468245,3.0563275497038402,1.5111736894030878,0.26153089183625905,Iris-setosa
+27,6.17936648862497,3.05400000044292,4.899492841218199,1.66542866081595,Iris-versicolor
+28,6.179366489973504,3.0540023297333825,4.899669585942236,1.66543672344067,Iris-versicolor
+29,5.108948236611604,3.0545264299485675,1.5104413318435332,0.26153080848100096,Iris-setosa
+30,5.109107147915512,3.072855843970688,1.5125382988932279,0.2615308098182502,Iris-setosa
+31,5.109041493573631,3.074943575619828,1.512633114366307,0.2615308093715097,Iris-setosa
+0,6.179366488631259,3.0540000009252455,4.899494763681382,1.6654455155742285,Iris-versicolor
+1,5.109028050884869,3.0780083770596205,1.5127539215114931,0.2615308105934808,Iris-setosa
+2,5.108948679930403,3.0570087918130584,1.5112065044396423,0.261530815477788,Iris-setosa
+3,5.1089611784990066,3.0776474107481784,1.5125405855704217,0.2615308123195694,Iris-setosa
+4,6.179366492224233,3.054057436718966,4.899933003995062,1.6654335290011224,Iris-versicolor
+5,5.1091492060426695,3.070576927278998,1.5129590427854658,0.26153080919503835,Iris-setosa
+6,5.108947716584601,3.054000261320113,4.8995485121903934,1.665427499177429,Iris-versicolor
+7,6.179366488688326,3.0540000117932853,4.899504772409224,1.6654673242457259,Iris-versicolor
+8,5.108947716184402,3.0540000050633553,4.8994987051315855,1.6654274976242143,Iris-versicolor
+9,5.10895133041482,3.0748138151414097,1.5117338710318202,0.2615308087246614,Iris-setosa
+10,5.109018479022827,3.0789370867181254,1.5127703082380715,0.2615308105637927,Iris-setosa
+11,5.109055243540103,3.0728881001579014,1.5127723773705928,0.26153080942907286,Iris-setosa
+12,6.179366488623355,3.054000000185116,4.8994922431305685,1.6654304895202083,Iris-versicolor
+13,6.179366488626921,3.054000000453973,4.899493411793674,1.665432220075582,Iris-versicolor
+14,5.1090036337918265,3.075496852301973,1.5121561433699848,0.26153080965043146,Iris-setosa
+15,5.108947766475761,3.054030815872955,4.899932687757582,1.6654274890100673,Iris-setosa
+16,5.108962857123271,3.070011457127001,1.5119153691461868,0.2615308104794602,Iris-setosa
+17,5.108950500740947,3.0612543603183857,1.511477066203302,0.26153081095529707,Iris-setosa
+18,6.179366488623157,3.05400000013898,4.899493249947843,1.665501006970264,Iris-versicolor
+19,5.108947716176283,3.054000001247992,4.899493985578495,1.6654275278505588,Iris-versicolor
+20,5.109041344437742,3.07420332542367,1.5125250413685498,0.2615308093207867,Iris-setosa
+21,5.108947775007334,3.054161013250545,4.900422658233519,1.6654292299759297,Iris-setosa
+22,5.109013559575375,3.073262744277617,1.512733445477666,0.26153080959288294,Iris-setosa
+23,5.1089478068203205,3.0541629968124666,1.5103239408871458,0.261530813354539,Iris-setosa
+24,6.179366488625838,3.0540000002345282,4.899494633711818,1.6655320663379964,Iris-versicolor
+25,5.108950679600688,3.05751718174716,1.5116733508003843,0.2615308465153451,Iris-setosa
+26,6.179366488623141,3.0540000001506997,4.899492524644842,1.6654474542505011,Iris-versicolor
+27,5.109156325672049,3.069088386988551,1.512934550368969,0.26153080962721875,Iris-setosa
+28,5.108982726458824,3.071142173653293,1.511952267549505,0.26153080889935326,Iris-setosa
+29,5.1090142424182865,3.0745810380347423,1.5123304951828267,0.2615308092793885,Iris-setosa
+30,6.17936648880115,3.0540001297266857,4.899529532298865,1.6654686738237796,Iris-versicolor
+31,6.179366488740644,3.0540000262295046,4.899510158789871,1.665477384100305,Iris-versicolor
+0,6.179366488639126,3.0540000014996056,4.899497919621844,1.6655040424726308,Iris-versicolor
+1,5.108947718134382,3.0540077971292905,4.899705280887474,1.6654276080070785,Iris-versicolor
+2,5.109001777929778,3.0773918372943885,1.5122960055439199,0.26153080948043195,Iris-setosa
+3,5.108947725026044,3.0540525270516707,4.899925539754813,1.66542775855118,Iris-setosa
+4,5.1089477172303495,3.054000421871792,4.899540819046827,1.6654274754147969,Iris-versicolor
+5,5.108947776954994,3.0540468109947874,1.5101680034780334,0.2615308084638902,Iris-setosa
+6,5.108948677087227,3.0551051820215327,1.5111176285301728,0.2615308933707399,Iris-setosa
+7,6.17936648862616,3.054000000350409,4.899494263706707,1.665476503732356,Iris-versicolor
+8,5.108948503752255,3.0557627152656552,1.5109774012212296,0.26153083308683256,Iris-setosa
+9,5.108950932381233,3.0610937635947146,1.51123444725394,0.26153080879796364,Iris-setosa
+10,5.109108665382635,3.0739326976872574,1.5126912418111889,0.26153080996201344,Iris-setosa
+11,5.1090099861236835,3.0778965461657997,1.5125964601374235,0.26153080943500345,Iris-setosa
+12,6.1793664886228425,3.0540000001180236,4.89949276641817,1.6654828180754708,Iris-versicolor
+13,5.108947740790675,3.0541324151218956,4.9003458077869855,1.6654290966031906,Iris-setosa
+14,5.1089509593195555,3.0722553083358757,1.511561132060767,0.26153080891753405,Iris-setosa
+15,5.108947721327903,3.0540136106887985,4.899881447172885,1.665430976497467,Iris-versicolor
+16,6.179366488626384,3.0540000004018055,4.899493079016918,1.6654296604880454,Iris-versicolor
+17,6.179366488623655,3.0540000001688967,4.899493342749168,1.6654832251103937,Iris-versicolor
+18,6.179366488624462,3.0540000003002836,4.899492568552475,1.6654290301226786,Iris-versicolor
+19,6.179366488624456,3.0540000003211554,4.89949263826406,1.6654291298994042,Iris-versicolor
+20,5.109067827257897,3.075907830514782,1.5127591569227374,0.2615308095521037,Iris-setosa
+21,5.108962443965037,3.0634365792845424,1.5124643181363884,0.26153081207437895,Iris-setosa
+22,5.1090167470467565,3.07579401781988,1.5125737625668976,0.2615308094419343,Iris-setosa
+23,5.108947716192352,3.0540000069335753,4.899500195253534,1.6654274959912378,Iris-versicolor

iris/lct_gan/2/18/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor

iris/lct_gan/2/18/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
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/lct_gan/2/18/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor

iris/lct_gan/2/19/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947728181584,3.054013896007883,4.899682264400147,1.6654274764509556,Iris-setosa
+1,5.109026702800963,3.075322576160117,1.5123286976738797,0.26153080985111543,Iris-setosa
+2,6.179366488632596,3.0540000008755768,4.899494172981904,1.665428607009677,Iris-versicolor
+3,5.108973601485617,3.072875143589989,1.5124909118459653,0.2615308132770183,Iris-setosa
+4,5.108950956673143,3.062351175327891,1.5115186154945843,0.2615308100363818,Iris-setosa
+5,5.1090839691378,3.069668298046881,1.5132152905398437,0.2615308095053024,Iris-setosa
+6,6.1793664886340975,3.0540000006799635,4.899494200384135,1.6654296452897517,Iris-versicolor
+7,5.108957981668601,3.067041765235028,1.5125170223277806,0.2615308156176186,Iris-setosa
+8,6.179366488623716,3.0540000001735876,4.8994938381454185,1.6655384557252877,Iris-versicolor
+9,5.108947716179628,3.054000003542716,4.899496229527048,1.6654274827427966,Iris-versicolor
+10,5.108952839583006,3.0614604829249736,1.512073311289886,0.26153082897219687,Iris-setosa
+11,5.1090950061159965,3.072019977909538,1.5125151023219277,0.261530809259446,Iris-setosa
+12,6.17936648862316,3.054000000150546,4.899492196394697,1.6654335680625356,Iris-versicolor
+13,6.179366488634444,3.0540000006479677,4.899496949350291,1.6655398690397534,Iris-versicolor
+14,6.179366488622873,3.05400000012049,4.899493137776523,1.665579927725006,Iris-versicolor
+15,6.179366488622863,3.05400000012485,4.899493033960909,1.6655053031625418,Iris-versicolor
+16,5.108947716178232,3.0540000014670734,4.899494620087419,1.6654276981257603,Iris-versicolor
+17,5.1089480916258845,3.0554023907051926,1.5105414384199072,0.2615308084993434,Iris-setosa
+18,5.108947721840795,3.05400280653859,4.8996418277614096,1.6654274816790555,Iris-versicolor
+19,5.108947718975047,3.054010862659448,4.899698841841942,1.665427594357332,Iris-versicolor
+20,5.109007216832335,3.0778083697019416,1.5126401171743824,0.2615308091502192,Iris-setosa
+21,6.1793664886252975,3.054000000278164,4.899492926150647,1.665434635850153,Iris-versicolor
+22,5.109002917615446,3.073982988103317,1.5122320535555165,0.2615308098506268,Iris-setosa
+23,6.179366488624048,3.054000000262393,4.899492718636404,1.6654378163358103,Iris-versicolor
+24,6.1793664886234945,3.0540000001951904,4.89949227686561,1.6654301838312062,Iris-versicolor
+25,5.108966097613379,3.0839935692659557,1.5122701597209716,0.2615308094782342,Iris-setosa
+26,6.179366488625767,3.0540000004736774,4.89949292390237,1.6654281282775139,Iris-versicolor
+27,5.108972633911848,3.0729879629694827,1.5127916061073285,0.2615308109840035,Iris-setosa
+28,5.108969285017504,3.0726837717977027,1.5119509526537864,0.26153080873460427,Iris-setosa
+29,6.179366488625371,3.0540000003490295,4.8994929660675455,1.6654313241068845,Iris-versicolor
+30,6.1793664886231445,3.0540000001428247,4.8994922272104695,1.665436369867514,Iris-versicolor
+31,5.108947717026634,3.0540011373479543,4.899627236660331,1.6654281266259259,Iris-versicolor
+0,5.108979464704537,3.071925347310396,1.5124807886442955,0.26153081384388227,Iris-setosa
+1,5.108948293859068,3.0558311332854293,1.5112622258855117,0.261530961260113,Iris-setosa
+2,5.108947716364168,3.054000122344629,4.899518965595138,1.665427475750531,Iris-versicolor
+3,6.179366488623209,3.0540000001473397,4.899492092049933,1.6654299087355384,Iris-versicolor
+4,6.179366488623416,3.0540000001566736,4.899493469613587,1.6655071902815886,Iris-versicolor
+5,6.179366488643341,3.054000002582688,4.899497319342998,1.665450436510151,Iris-versicolor
+6,6.179366488635779,3.05400000124617,4.899497340250203,1.665503525227626,Iris-versicolor
+7,5.108948241683844,3.0584165712945857,1.5110895350528746,0.2615308274479993,Iris-setosa
+8,5.108947716176182,3.0540000006262575,4.8994931314297805,1.665427701669095,Iris-versicolor
+9,5.108970713190772,3.0756827487851797,1.5129123860082196,0.2615308138965483,Iris-setosa
+10,6.17936648862362,3.0540000002072984,4.899492663218299,1.6654428930633542,Iris-versicolor
+11,6.179366488623208,3.054000000142363,4.899491995089457,1.665428582585889,Iris-versicolor
+12,5.1089789824837615,3.0851215763111592,1.5127606193063696,0.26153080904414744,Iris-setosa
+13,6.179366488625789,3.0540000003560253,4.89949296575018,1.665430339828137,Iris-versicolor
+14,6.179366488623074,3.054000000148186,4.899492441215443,1.6654440863336253,Iris-versicolor
+15,5.109019569893282,3.0782316411991166,1.5124632021445088,0.2615308098059585,Iris-setosa
+16,5.109154977575332,3.0722453993304706,1.5128325204836275,0.26153080981693944,Iris-setosa
+17,5.109131768948664,3.073336426708061,1.512707315740484,0.2615308098722305,Iris-setosa
+18,6.179366488628219,3.05400000044845,4.89949370468445,1.6654379944936422,Iris-versicolor
+19,6.179366488623774,3.0540000001873118,4.899493900603489,1.6655249935207492,Iris-versicolor
+20,5.108947716573387,3.0540002064422884,4.8995383520506675,1.665427490415851,Iris-versicolor
+21,6.1793664886230415,3.0540000001383265,4.8994924492564556,1.6654468105554374,Iris-versicolor
+22,5.108947731613068,3.0540076009677035,4.89968778232402,1.6654274766512365,Iris-setosa
+23,6.179366488623523,3.0540000001838976,4.899492347838738,1.6654326670891406,Iris-versicolor
+24,6.179366488624889,3.054000000374371,4.899492795428508,1.6654292243750175,Iris-versicolor
+25,5.109348305638654,3.0674129134318777,1.5133484842116407,0.26153080976074455,Iris-setosa
+26,6.179366488623398,3.0540000001577723,4.899492920865926,1.6654610099790794,Iris-versicolor
+27,5.109025258053839,3.074679938119235,1.5128889620597192,0.26153080906642345,Iris-setosa
+28,5.108947812718489,3.0541914463764686,1.510269216290576,0.26153080848340404,Iris-setosa
+29,5.108947717005264,3.054000962123569,4.899611829206831,1.6654291605167344,Iris-versicolor
+30,5.108947744279813,3.0540159710643464,4.899822059943317,1.6654275700518,Iris-versicolor
+31,5.10898933555896,3.075666116789267,1.5123036040392908,0.2615308090161415,Iris-setosa
+0,5.10894771631421,3.0540002331675664,4.899540868234506,1.6654275517788517,Iris-versicolor
+1,5.108947716182618,3.0540000042734285,4.899497542555871,1.6654274840025718,Iris-versicolor
+2,5.108947716181559,3.054000002220445,4.899495591269276,1.665427913787285,Iris-versicolor
+3,5.108947722212771,3.0540064992678326,4.899666565173236,1.6654274786747338,Iris-setosa
+4,5.108963242764097,3.0873525337386707,1.5127681880993136,0.26153080895663894,Iris-setosa
+5,5.108948740669686,3.055385394567418,1.5108572040512305,0.26153081716255666,Iris-setosa
+6,6.179366488623223,3.054000000149145,4.899492212729299,1.6654332286507698,Iris-versicolor
+7,5.108949943450007,3.068611849958827,1.5115320687480145,0.26153080942482715,Iris-setosa
+8,6.179366488622916,3.0540000001198297,4.899492364991182,1.665448590902294,Iris-versicolor
+9,5.1089776356264816,3.084847437357722,1.5123921940885054,0.26153080954972907,Iris-setosa
+10,5.1089693985892595,3.07511321843633,1.5127185065907727,0.26153080995042205,Iris-setosa
+11,5.108970389002924,3.0810392785925376,1.5126583673697802,0.2615308091104332,Iris-setosa
+12,5.108948359028053,3.0567658392606294,1.5113191901218974,0.2615309065291412,Iris-setosa
+13,5.108999135438844,3.0794931211787038,1.5126117951932403,0.26153081011900425,Iris-setosa
+14,5.108980827485531,3.0715611418569755,1.512330256744033,0.2615308095687928,Iris-setosa
+15,5.109054054552415,3.074040577858208,1.5129564980044232,0.2615308093091596,Iris-setosa
+16,5.108999785515159,3.078860886386064,1.5128216131378835,0.26153080920118427,Iris-setosa
+17,5.108958060494506,3.0761539167599845,1.5122069537755978,0.2615308090174786,Iris-setosa
+18,5.108947728694487,3.054016745284003,4.899916954588759,1.665427864591967,Iris-versicolor
+19,6.179366488627581,3.0540000003724934,4.8994931390061005,1.6654296513849205,Iris-versicolor
+20,5.108953545221376,3.0667398891160134,1.5116683529061343,0.2615308091370749,Iris-setosa
+21,6.179366488623501,3.054000000190569,4.899492281906152,1.6654303104634747,Iris-versicolor
+22,5.109042821326939,3.0756398108350314,1.5128431351068314,0.2615308091489768,Iris-setosa
+23,5.108947718232159,3.05400053195131,4.899547303338062,1.6654274753474374,Iris-versicolor
+24,6.179366488623282,3.0540000001878735,4.899491964109277,1.6654277848351018,Iris-versicolor
+25,6.179366488624319,3.0540000003741805,4.899492528002182,1.6654280973619768,Iris-versicolor
+26,6.179366488657378,3.054000001766017,4.899496963455985,1.6654378458757129,Iris-versicolor
+27,6.179366488679886,3.0540000084546706,4.899504029213131,1.6655029589727486,Iris-versicolor
+28,6.179366488622858,3.0540000001174183,4.899492470665951,1.6654581359684157,Iris-versicolor
+29,6.179366491948314,3.0540074253450658,4.899748362198321,1.6654386646666859,Iris-versicolor
+30,5.1089831430631385,3.071014271012769,1.5124875265886595,0.26153080909593635,Iris-setosa
+31,6.179366488623806,3.0540000002147294,4.899492531741773,1.6654345989334396,Iris-versicolor
+0,5.108957166748863,3.0633289888976654,1.5123505000747077,0.26153081575020165,Iris-setosa
+1,6.179366488626148,3.054000000304766,4.899493010372411,1.6654318771657852,Iris-versicolor
+2,5.108957519449349,3.083719629941547,1.5120908099114574,0.26153080930959843,Iris-setosa
+3,5.108947719038663,3.054009256672874,4.899783127728787,1.6654312288013697,Iris-versicolor
+4,6.179366488624648,3.0540000002209555,4.899494384041177,1.6655321776186363,Iris-versicolor
+5,5.109017974645927,3.0725330486613833,1.5125334877145797,0.261530811584175,Iris-setosa
+6,6.179366488628893,3.054000000538462,4.899493751988927,1.6654330070560988,Iris-versicolor
+7,5.109045467110226,3.0745974027853427,1.5127746015702677,0.2615308095713694,Iris-setosa
+8,5.10901645413626,3.074628411291128,1.5124322925698601,0.2615308091847325,Iris-setosa
+9,6.179366488632409,3.0540000009257535,4.899495194465559,1.6654573866736773,Iris-versicolor
+10,5.10894820638288,3.0546213508348803,1.510519658756799,0.2615308086278271,Iris-setosa
+11,5.109037381617307,3.0762330004435783,1.5124924063901564,0.2615308095578293,Iris-setosa
+12,6.17936648868853,3.054000015007592,4.899505038946049,1.66543193640928,Iris-versicolor
+13,6.179366488667395,3.0540000091545374,4.899503826434946,1.665491327549163,Iris-versicolor
+14,6.179366488638361,3.054000001051775,4.899495720819376,1.6654474643698194,Iris-versicolor
+15,5.108947716225885,3.05400000788862,4.899503384478656,1.6654274848348145,Iris-versicolor
+16,6.1793664886329145,3.054000001394553,4.899495523520187,1.6654478466082705,Iris-versicolor
+17,5.108948972413643,3.055958780754978,1.510823212798565,0.2615308092816401,Iris-setosa
+18,6.179366488626433,3.054000000451567,4.899493577591596,1.665441098718001,Iris-versicolor
+19,5.10912916213556,3.072879970104726,1.5128764264064405,0.2615308096659074,Iris-setosa
+20,5.108947719641207,3.0540087460927365,4.899755257157365,1.6654278819634367,Iris-versicolor
+21,5.109136960168939,3.071280939976754,1.5129871591029063,0.2615308094069141,Iris-setosa
+22,5.10896479026273,3.0803105038456935,1.5122730103345905,0.2615308094398547,Iris-setosa
+23,5.108950162234328,3.061613754551229,1.5121004730327745,0.26153084295658635,Iris-setosa

iris/lct_gan/2/19/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor

iris/lct_gan/2/19/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
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/lct_gan/2/19/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor

iris/lct_gan/2/2/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.10898601904529,3.083697992730719,1.5125512102309977,0.2615308093818319,Iris-setosa
+1,5.108959886966382,3.073072475274722,1.5123048025834331,0.2615308119660893,Iris-setosa
+2,6.17936648862384,3.0540000002070284,4.899493125903266,1.6654592582186598,Iris-versicolor
+3,6.1793664886249875,3.05400000058988,4.8994928943219,1.6654278176450736,Iris-versicolor
+4,5.108949242765879,3.0567741920853115,1.511374572140721,0.26153084060020065,Iris-setosa
+5,6.179366488805021,3.05400012046967,4.899527097430879,1.6654620031697809,Iris-versicolor
+6,6.179366488622903,3.0540000001113157,4.899492235021426,1.665445202229027,Iris-versicolor
+7,5.1089477234552785,3.054003093838227,4.899611679869751,1.6654274754533263,Iris-setosa
+8,5.1089477161752095,3.054000000765223,4.899493209751366,1.665427603231612,Iris-versicolor
+9,5.108948452715934,3.0548086724419505,1.5105721282478068,0.26153080867922196,Iris-setosa
+10,5.108965321900822,3.079616981331401,1.5124897212907515,0.26153081010428136,Iris-setosa
+11,5.108947895179627,3.0555743850993276,1.510961389359765,0.2615308875311656,Iris-setosa
+12,5.109104183081473,3.070047615739739,1.5127477665540765,0.26153080915126964,Iris-setosa
+13,5.109195360740488,3.0706396735804873,1.5127967341801467,0.26153080980862015,Iris-setosa
+14,5.1089836036178,3.0720114840163584,1.51229863594989,0.2615308091357426,Iris-setosa
+15,5.108947911663871,3.056448295281464,1.5108478701147428,0.2615308533931257,Iris-setosa
+16,5.108959841946342,3.0882026378573033,1.5122160814338508,0.2615308091733279,Iris-setosa
+17,6.179366488636124,3.054000001171931,4.899495294418395,1.6654324305333474,Iris-versicolor
+18,6.179366488622809,3.054000000114898,4.8994929111018255,1.6655050529260738,Iris-versicolor
+19,6.1793664886255915,3.054000000669118,4.899493206645648,1.6654283980002311,Iris-versicolor
+20,6.179366488623,3.0540000001339087,4.8994929103506815,1.6654791133535254,Iris-versicolor
+21,5.108973637355607,3.077415826585947,1.5121723635581275,0.26153080998735106,Iris-setosa
+22,5.1090048345333425,3.071095687458155,1.5126824048270324,0.26153081244829013,Iris-setosa
+23,5.108947716200838,3.0540000036951716,4.899498369757506,1.665428237124706,Iris-versicolor
+24,5.108969370548214,3.0749307027673147,1.5125809612061474,0.2615308092133165,Iris-setosa
+25,6.179366488628772,3.054000000986153,4.899494275860115,1.6654304506055588,Iris-versicolor
+26,6.179366496607852,3.0540540623507093,4.899974962352626,1.6654358212003688,Iris-versicolor
+27,5.109170931970483,3.0702731530743015,1.5128397371491775,0.26153080916488175,Iris-setosa
+28,5.108947719256679,3.054001822991328,4.899580360206597,1.6654274752970013,Iris-setosa
+29,5.108952174157056,3.065449838841638,1.511861931612113,0.2615308099516085,Iris-setosa
+30,6.179366488623784,3.054000000237135,4.899492372222559,1.6654293369426763,Iris-versicolor
+31,5.109019665134511,3.072604549661718,1.5122800909835092,0.26153080931835615,Iris-setosa
+0,5.108950123519359,3.0865242986581247,1.5118494926453554,0.261530808737277,Iris-setosa
+1,5.1089477400686585,3.0540145785600576,4.899842897491873,1.6654276398733676,Iris-versicolor
+2,6.179366488637022,3.054000001204687,4.8994949173081475,1.6654295311112783,Iris-versicolor
+3,5.10894775914289,3.0540845216942936,4.9001866156570095,1.665428440360937,Iris-setosa
+4,5.108948315609602,3.0548841533448017,1.5106954841172888,0.26153080973360704,Iris-setosa
+5,5.108998652516682,3.075881791805858,1.5122898305117594,0.26153080935912304,Iris-setosa
+6,6.179366488622837,3.0540000001220635,4.899492844172677,1.6654878757400795,Iris-versicolor
+7,6.179366488623225,3.054000000146509,4.899493481365852,1.6655307085969409,Iris-versicolor
+8,5.10894785765339,3.054196765046188,1.510268805219228,0.2615308085597912,Iris-setosa
+9,5.108953349246325,3.077283791302551,1.511957476330987,0.26153081055654853,Iris-setosa
+10,5.1089477161977115,3.0540000109267873,4.8995025171683295,1.6654274966390132,Iris-versicolor
+11,5.10895191913824,3.057782643277505,1.5117634973591985,0.2615308278260264,Iris-setosa
+12,6.179366488623852,3.0540000001680676,4.899493858483543,1.6655202666584406,Iris-versicolor
+13,6.179366488628376,3.054000000453537,4.899494568927989,1.665471502316628,Iris-versicolor
+14,6.179366488623013,3.05400000012135,4.8994920436081495,1.6654322824809655,Iris-versicolor
+15,5.109014133450381,3.0782095371139477,1.5126288665095509,0.2615308093678498,Iris-setosa
+16,6.179366488624066,3.0540000002641916,4.899492548249848,1.665430634722748,Iris-versicolor
+17,5.1089825059640726,3.0795555245690394,1.5122606559685388,0.26153080891370495,Iris-setosa
+18,5.108947716474458,3.054000092550715,4.89953940472624,1.6654280357230695,Iris-versicolor
+19,5.108947722334749,3.054010060570557,4.899719731567483,1.6654275170335784,Iris-versicolor
+20,5.1089477178044,3.054000927918943,4.899626612588406,1.6654326994531963,Iris-versicolor
+21,5.108958580357953,3.072795752413295,1.513066605720855,0.2615308182353576,Iris-setosa
+22,6.179366488623207,3.054000000141379,4.89949204501473,1.6654291911473071,Iris-versicolor
+23,5.108962203110864,3.064625601976352,1.5120927671989777,0.26153081022941554,Iris-setosa
+24,6.179366488627159,3.0540000004941916,4.899493483156497,1.6654316352141905,Iris-versicolor
+25,5.108976262462406,3.0753601353958766,1.5126653007356299,0.26153080968006265,Iris-setosa
+26,6.1793664886229385,3.0540000001200105,4.899492103990986,1.6654372832706086,Iris-versicolor
+27,5.109007371143751,3.0705725290007253,1.5124028447643107,0.2615308095194561,Iris-setosa
+28,6.179366488623005,3.0540000001348893,4.899492349326616,1.6654435449564675,Iris-versicolor
+29,6.179366488623009,3.0540000001358196,4.899492142950729,1.6654349820321601,Iris-versicolor
+30,5.1089637448110485,3.075971146724949,1.511875644915413,0.26153080925597394,Iris-setosa
+31,6.179366490588426,3.054006254471274,4.8997194070002505,1.6654604480701563,Iris-versicolor
+0,5.10900999270839,3.0740290476719023,1.5123159313658916,0.2615308092362993,Iris-setosa
+1,5.108974023259053,3.081448530980197,1.512612903810724,0.26153080884297825,Iris-setosa
+2,5.109010798085749,3.079774369501413,1.5130205415582396,0.2615308090686577,Iris-setosa
+3,5.109092619800846,3.0698871510288126,1.5129475833842676,0.26153080940064666,Iris-setosa
+4,6.179366488623678,3.054000000157713,4.899493737559188,1.6655576691500817,Iris-versicolor
+5,6.179366488623439,3.0540000002248697,4.899492094038145,1.6654279159583703,Iris-versicolor
+6,6.179366488624126,3.0540000002317282,4.899492665990049,1.6654362809084784,Iris-versicolor
+7,5.108947716212585,3.054000005565868,4.89950141108066,1.6654275666537168,Iris-versicolor
+8,6.179366488622897,3.054000000120788,4.899493145991963,1.6655643638055997,Iris-versicolor
+9,6.179366488646679,3.0540000030014784,4.899500653254828,1.665540874140408,Iris-versicolor
+10,6.17936648863459,3.0540000006857437,4.89949528215888,1.6654617513370351,Iris-versicolor
+11,5.10897497133492,3.0833779230016174,1.5123118152240362,0.26153080963871866,Iris-setosa
+12,5.1089477179111125,3.0540021664102954,4.899640000858514,1.6654278849736333,Iris-versicolor
+13,6.179366488640664,3.054000001141434,4.8994966578108485,1.6654752662251153,Iris-versicolor
+14,6.1793664886233195,3.0540000001746352,4.899492125304871,1.6654289399369622,Iris-versicolor
+15,5.10894772499471,3.054003572216007,4.89965653844696,1.665427479532368,Iris-versicolor
+16,5.108962483457256,3.0700723407608623,1.5124219327729955,0.26153081164122827,Iris-setosa
+17,5.109063042047479,3.076507198963742,1.5126686134780447,0.2615308097701586,Iris-setosa
+18,5.108947750134595,3.054048305143607,1.51015467642151,0.2615308084603928,Iris-setosa
+19,5.108947717326723,3.0540004003124737,4.899558019552915,1.6654274801999613,Iris-versicolor
+20,6.1793664886243915,3.0540000002816012,4.899492611548087,1.6654298312714557,Iris-versicolor
+21,5.108948090226339,3.0547255211156625,1.5105916259963517,0.2615308101565573,Iris-setosa
+22,5.108948201051673,3.054397038165042,1.5105656550647322,0.2615308118577509,Iris-setosa
+23,5.108947716181029,3.054000003850242,4.899497394821459,1.6654275347336855,Iris-versicolor
+24,6.179366488622935,3.054000000120894,4.8994920940114275,1.665436895680166,Iris-versicolor
+25,6.1793664887065445,3.0540000422970626,4.899512412763593,1.665448767373838,Iris-versicolor
+26,6.179366488623451,3.054000000190094,4.899492087390831,1.6654281186459803,Iris-versicolor
+27,5.108948451007456,3.0585577448382466,1.5114870875973425,0.2615308494359156,Iris-setosa
+28,5.108950467916503,3.0643411306107793,1.511987537645288,0.2615308155063707,Iris-setosa
+29,5.108947731832392,3.054005401318395,4.8997010366219,1.6654274802953417,Iris-versicolor
+30,6.1793664886253845,3.0540000002762557,4.8994934110263095,1.665453106613046,Iris-versicolor
+31,5.108947716616912,3.054000206119255,4.89953446823011,1.665427479242664,Iris-versicolor
+0,6.17936648862299,3.0540000001336214,4.899492171519942,1.6654374296717507,Iris-versicolor
+1,6.179366488622952,3.0540000001243177,4.899492411124001,1.6654491137294922,Iris-versicolor
+2,5.108947716393525,3.0540003371120483,4.899557990667481,1.6654291025769858,Iris-versicolor
+3,5.108947803095644,3.054174306151613,1.5102870693696453,0.2615308089862082,Iris-setosa
+4,5.109095489220711,3.0709741681168072,1.5127932192563835,0.26153080911794824,Iris-setosa
+5,5.108947716177471,3.0540000017233937,4.899494854310574,1.6654275446687654,Iris-versicolor
+6,6.1793664886229385,3.054000000115623,4.8994920840921266,1.6654371878802618,Iris-versicolor
+7,5.108999056214206,3.0712827253686297,1.5122481303526318,0.2615308095828642,Iris-setosa
+8,5.108958196053443,3.06040314053107,1.512055832538214,0.2615308143956309,Iris-setosa
+9,5.108949343340768,3.0617691351615752,1.5110635522914955,0.2615308086086991,Iris-setosa
+10,5.108959858818047,3.077873596877083,1.5122885553558396,0.26153080873828766,Iris-setosa
+11,5.108955784690151,3.064301626601903,1.5123620575963375,0.2615308167944342,Iris-setosa
+12,5.109024181320003,3.07525418711875,1.5123238922308726,0.26153081018281293,Iris-setosa
+13,5.108966318772686,3.0843851834630027,1.5122712369972737,0.26153080909009174,Iris-setosa
+14,5.109079074908233,3.0711517606763943,1.512872871538034,0.2615308093908206,Iris-setosa
+15,5.108959713393261,3.0859326336357875,1.5121660346878794,0.26153080900121933,Iris-setosa
+16,6.179366488623521,3.0540000001716354,4.8994923703284785,1.665434397440001,Iris-versicolor
+17,5.108947757861064,3.0545203125363405,1.510670999126399,0.26153210444921615,Iris-setosa
+18,5.108955902009039,3.066594614725233,1.512503946295174,0.26153083766239615,Iris-setosa
+19,6.179366488642427,3.05400000237717,4.899497246131706,1.665459760259198,Iris-versicolor
+20,5.109041376675896,3.0742646389039066,1.5124574058695042,0.2615308093703287,Iris-setosa
+21,5.108953362288429,3.0599429106976093,1.5117489230952026,0.26153081427254216,Iris-setosa
+22,5.108986972395967,3.080543825102455,1.512887323509968,0.2615308089650723,Iris-setosa
+23,6.179366488622872,3.05400000010881,4.899492445964001,1.6654609980531951,Iris-versicolor

iris/lct_gan/2/2/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor