a

.gitattributes

@@ -33,3 +33,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+*.json filter=lfs diff=lfs merge=lfs -text

iris/lct_gan/4/0/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947716173026,4.022555432277813,1.5100223955952043,0.26153085559919165,Iris-setosa
+1,6.179367869751969,3.055359388257964,4.899621082145478,1.6657689538256006,Iris-setosa
+2,6.179390923596457,3.05438816803051,4.9002670952864875,1.6674969606620378,Iris-versicolor
+3,5.108947716203967,3.180718402489504,1.5100243187193634,0.26153302009093665,Iris-setosa
+4,6.182513490782728,3.0558479260712548,4.922856505875254,1.7411654265322862,Iris-virginica
+5,6.18283367629485,3.055003260736834,4.921283005885037,1.7442351707351542,Iris-virginica
+6,6.179448765366803,3.054060547306994,4.900813086208478,1.6690244826208256,Iris-versicolor
+7,5.108947716173027,3.1440869973762355,1.5100223963248247,0.26153082187472915,Iris-setosa
+8,6.179370743081857,3.054009313734332,4.899640884703919,1.6656428246793817,Iris-versicolor
+9,5.1089477161730255,3.9355491165086027,1.5100223879600674,0.26153082578344783,Iris-setosa
+10,6.1813540686038255,3.05501675008484,4.914543571583395,1.7412370286875973,Iris-virginica
+11,5.1089477161736605,4.154464009197497,1.510023028443872,0.261532186566554,Iris-setosa
+12,5.108947716173118,3.0555260880555877,1.5100224085056104,0.26153082640876324,Iris-setosa
+13,5.108947716615919,3.436277019334618,1.510034441342508,0.2615414083977296,Iris-setosa
+14,6.179412808749316,3.054085316110164,4.900644480382954,1.6692702190253512,Iris-versicolor
+15,5.1089477161730255,4.318801819500053,1.5100223909884325,0.2615308670612355,Iris-setosa
+16,5.1089477161730255,4.1410872672576495,1.5100223894975466,0.2615308412952694,Iris-setosa
+17,5.108947716173027,3.0660637906741015,1.5100223903674763,0.26153081417816826,Iris-setosa
+18,6.179631181054816,3.0551191868430836,4.904101294113741,1.6785221328284892,Iris-versicolor
+19,6.184014713796736,3.0558863916872006,4.927014430850074,1.753786381449613,Iris-virginica
+20,6.179596504571481,3.054316350556787,4.903285718972188,1.6778643993645599,Iris-versicolor
+21,5.108947716173027,3.0824563194925614,1.5100223908281125,0.26153081506317377,Iris-setosa
+22,5.108947716173415,3.5843406590987925,1.5100227708865415,0.2615313009658633,Iris-setosa
+23,5.10894771617303,3.097276331010916,1.5100223958241334,0.26153082999947597,Iris-setosa
+24,5.1089477161730255,4.451114394056196,1.5100223903391443,0.26153088626593285,Iris-setosa
+25,5.1089477161730255,4.000352150800893,1.510022390228132,0.2615308331932272,Iris-setosa
+26,5.1089477161730255,4.119287159142489,1.5100223879438819,0.26153083075395905,Iris-setosa
+27,6.179371458245068,3.0545896767816108,4.899728446980582,1.6658730833698778,Iris-versicolor
+28,6.183065181395795,3.0552382962475053,4.922779627874582,1.755383971505642,Iris-virginica
+29,6.179570090263696,3.05421529278838,4.902681458082322,1.679114188297023,Iris-versicolor
+30,6.181509021934096,3.0545828608690226,4.914462874305536,1.7241571577051795,Iris-virginica
+31,6.183721469702937,3.056285412885912,4.928618661716939,1.7271836717723565,Iris-virginica
+0,5.1089477161730255,4.442706173928464,1.5100223895992404,0.26153087106792267,Iris-setosa
+1,5.1089477161730255,4.291615591403799,1.51002239456232,0.2615308861905251,Iris-setosa
+2,6.180282445253853,3.0553644379466856,4.910086927698204,1.7019358891645526,Iris-versicolor
+3,5.108947716173026,3.1577382678681087,1.5100223929398062,0.2615308171177976,Iris-setosa
+4,6.180241415774785,3.0543021093549463,4.907293721293047,1.7012295740003989,Iris-virginica
+5,6.179369299582402,3.0557127675595104,4.899683870613447,1.6659080603730718,Iris-setosa
+6,6.186301245324275,3.0549958757708335,4.930453184210995,1.8062317269270831,Iris-virginica
+7,6.179781186487309,3.0543711079490623,4.905383534743769,1.6889415433303199,Iris-virginica
+8,6.181066960726813,3.0550834975195538,4.914006244776904,1.7233381146604028,Iris-virginica
+9,5.108947738219572,3.1573979325727946,1.5100647729745007,0.26158533982666055,Iris-setosa
+10,5.108947716268844,3.0545064791703664,4.899492480120225,1.6654285701817786,Iris-setosa
+11,6.186459434434373,3.055924677596773,4.9392635328465655,1.7479971778610877,Iris-virginica
+12,5.1089477161730255,4.323695744451982,1.5100223888077098,0.2615308516540937,Iris-setosa
+13,6.180133252361144,3.054514467853187,4.907673566622329,1.705577292368538,Iris-virginica
+14,6.179366573863062,3.054210109904635,4.899509267981123,1.6654670757266108,Iris-versicolor
+15,6.179366490983803,3.054640816828475,4.899495059911653,1.6654387623789637,Iris-setosa
+16,5.1089477161730255,3.88433574461414,1.510022388363525,0.2615308274953898,Iris-setosa
+17,5.108947716175143,3.8270204731975284,1.5100232814820247,0.2615324588489767,Iris-setosa
+18,6.1801290188317,3.054910995500193,4.907627760309777,1.7053337093141674,Iris-versicolor
+19,6.179366511188453,3.0558585685925963,4.899509102389116,1.6654598072458437,Iris-setosa
+20,6.187812574986767,3.056118354178639,4.943827398678621,1.7338475335673935,Iris-virginica
+21,5.1089477161730255,3.119919778396501,1.5100223863733402,0.2615308126517118,Iris-setosa
+22,5.108947716307213,3.0544133129869913,4.899492590853953,1.6654288607891807,Iris-setosa
+23,5.1089477161730255,4.222041139986603,1.5100223882888593,0.26153084009438615,Iris-setosa
+24,5.1089477161730255,4.41995691349832,1.5100223897500973,0.2615308846289713,Iris-setosa
+25,5.1089477161730255,4.308752880585541,1.5100223893028826,0.2615308570146673,Iris-setosa
+26,6.179417818657855,3.0540463784725627,4.9005360307135675,1.668459259812033,Iris-versicolor
+27,6.17936659829056,3.069419497490856,1.5100653755272817,0.26159542547292125,Iris-setosa
+28,6.179368213750508,3.057100200576771,4.89966942260824,1.6658211654553021,Iris-setosa
+29,6.180110206079239,3.0544325283877956,4.9073301490366905,1.7010220889249934,Iris-virginica
+30,5.108947716173074,3.101630420431979,1.5100224483093232,0.2615308587094095,Iris-setosa
+31,5.1089477161730255,4.221822192019891,1.5100223914478288,0.26153085228778966,Iris-setosa
+0,5.1089477161730255,4.444993639250325,1.5100223895158966,0.2615308818207631,Iris-setosa
+1,5.108947716173026,4.0403234976723565,1.5100224042737385,0.2615308759517572,Iris-setosa
+2,6.185071362100584,3.05540697975798,4.928176447888241,1.7910939755002178,Iris-virginica
+3,5.1089477161730255,4.52338195698111,1.5100223918599367,0.26153094939576077,Iris-setosa
+4,5.108947716173064,3.088933811372312,1.5100224179373105,0.2615308952850339,Iris-setosa
+5,5.1089477161730255,3.791559402923146,1.5100223900156962,0.2615308263188064,Iris-setosa
+6,5.1089477161730334,3.889342852785566,1.5100224405821137,0.26153097085057736,Iris-setosa
+7,5.1089477161730255,4.275100114447518,1.5100223891874358,0.26153085210436366,Iris-setosa
+8,5.108947716207377,4.017466257256747,1.5100269887138997,0.26153683974633146,Iris-setosa
+9,6.180929283828976,3.0556546345601006,4.915048791760504,1.705122707100175,Iris-virginica
+10,5.1089477161730255,4.299601061645689,1.5100223907674284,0.26153086595325026,Iris-setosa
+11,6.180627242300815,3.054478363323414,4.910097242716983,1.7075285636622497,Iris-virginica
+12,6.1793769304990525,3.0540240716124347,4.899755576033007,1.6657495059741803,Iris-versicolor
+13,5.108947716173039,4.161154749957178,1.510022472565853,0.26153109433311456,Iris-setosa
+14,5.1089477161730255,4.51523121966223,1.510022390428809,0.2615309055269068,Iris-setosa
+15,5.1089477161730255,4.493270481015257,1.5100223898687035,0.26153089731976037,Iris-setosa
+16,5.1089477161730255,4.433825129226973,1.5100223892673577,0.26153087056662316,Iris-setosa
+17,5.108947716173031,3.1420333105260077,1.5100224023545918,0.2615308413637237,Iris-setosa
+18,6.179512389982464,3.05499387545577,4.902594655706295,1.6723010251109058,Iris-versicolor
+19,6.180015272673874,3.0543656539713107,4.906820528795873,1.694390161965288,Iris-virginica
+20,5.1089477161766,3.055677831674572,1.5100225366157498,0.2615309777339982,Iris-setosa
+21,6.17936942514279,3.0597230994158457,4.899766043478935,1.6660973678391455,Iris-setosa
+22,5.108947716173143,3.05822272386086,1.5100224192127365,0.2615308464882408,Iris-setosa
+23,5.108947716173854,3.075827186826925,1.5100225699291707,0.261530971278127,Iris-setosa
+24,6.181350930603285,3.055516638176824,4.915773896308058,1.7103964312880708,Iris-virginica
+25,6.179369618152988,3.0540442411106365,4.899632781796358,1.6657699581360819,Iris-versicolor
+26,5.108947722207463,3.3203432724449446,1.5100531763148024,0.26157789571779916,Iris-setosa
+27,5.1089477161730255,3.595925324810402,1.5100223883885313,0.2615308221146141,Iris-setosa
+28,6.181341302916446,3.0559938424142534,4.91583127457711,1.7077213276529581,Iris-virginica
+29,5.108947717354835,3.0542199596954824,4.899494010324052,1.665432795010021,Iris-setosa
+30,5.1089477161730255,4.2404169019024,1.5100223888170414,0.26153084570562085,Iris-setosa
+31,6.186913748728524,3.0559563797731846,4.942542811452173,1.7571104167298959,Iris-virginica
+0,5.1089477161730255,4.201631789355992,1.5100223884415205,0.2615308415993671,Iris-setosa
+1,5.1089477161730255,4.4321238262498746,1.5100223899455818,0.26153088552602455,Iris-setosa
+2,6.180772697445159,3.054486514053891,4.910389590954193,1.719502446645904,Iris-virginica
+3,5.1089477161730255,4.33669198058427,1.5100223889480238,0.2615308567384116,Iris-setosa
+4,6.185639836240868,3.0560241065372002,4.934988462526624,1.7554637368156323,Iris-virginica
+5,5.108947716239539,3.4994577264693314,1.5100266267587794,0.2615373775053856,Iris-setosa
+6,5.108947716173026,3.217284567548339,1.5100223903834429,0.2615308178012783,Iris-setosa
+7,6.179402004843329,3.0542583838058968,4.9002902422284915,1.671022758530472,Iris-versicolor
+8,5.1089477161730255,3.4856246969668576,1.5100223859743545,0.26153081587415566,Iris-setosa
+9,6.183103173093736,3.056436805544185,4.926985874600754,1.7176394431326434,Iris-virginica
+10,5.1089477161730255,4.4430313502969065,1.510022395493087,0.26153093023538737,Iris-setosa
+11,6.1878407298443125,3.055957375100982,4.9412129306937365,1.7510407686475256,Iris-virginica
+12,6.185301020027028,3.055663781272401,4.931732434142186,1.792113240957604,Iris-virginica
+13,6.17936663684713,3.0540423460152395,4.899507284403759,1.6654605656020876,Iris-versicolor
+14,5.10894771617306,3.0587538002656225,1.5100224031437706,0.26153083460415644,Iris-setosa
+15,6.179366775710995,3.060049715850143,1.5100680161530633,0.2616192670994332,Iris-setosa
+16,6.179377065570583,3.054067643752953,4.899776837006596,1.666254261114975,Iris-versicolor
+17,5.108947716173027,3.6131365411291387,1.5100224006984961,0.2615308566838669,Iris-setosa
+18,5.1089477161730255,3.8109283128159444,1.5100223887039905,0.2615308347865911,Iris-setosa
+19,6.180299604647442,3.0554571242758084,4.91100166021791,1.6938759778374033,Iris-versicolor
+20,5.1089477161730255,3.8708831694020573,1.5100223869265856,0.26153082108258635,Iris-setosa
+21,5.1089477161730255,4.118698523973633,1.5100223908271928,0.2615308429074568,Iris-setosa
+22,6.179404421092524,3.054062811263935,4.900568386307293,1.668598835849993,Iris-versicolor
+23,6.1817913698247295,3.0552494799003567,4.918438834094584,1.7383271544204917,Iris-virginica

iris/lct_gan/4/0/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/lct_gan/4/0/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/lct_gan/4/0/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/lct_gan/4/1/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947716173028,3.5855117988934384,1.5100224078828288,0.261530848238237,Iris-setosa
+1,5.1089477161834544,3.8430800232113644,1.5100248331032662,0.2615336235991373,Iris-setosa
+2,6.186870564793519,3.0559434266263343,4.938701240818057,1.7614979068228702,Iris-virginica
+3,6.179382075415123,3.055136132671123,4.899962937804743,1.66696546184523,Iris-versicolor
+4,5.108947716173128,3.077103875640641,1.510022448168949,0.26153087558543503,Iris-setosa
+5,5.108947716173026,4.345705012271811,1.5100223992283701,0.2615309306381772,Iris-setosa
+6,6.179941364952755,3.0548117017923335,4.906318308697732,1.6915934070970153,Iris-versicolor
+7,5.108947716173026,4.047179505509028,1.5100224022782285,0.2615308780185131,Iris-setosa
+8,6.185565903247026,3.055670870920257,4.934077448447684,1.7650586279117235,Iris-virginica
+9,6.1813038363682296,3.0546559255965406,4.914238016901637,1.7335216990623992,Iris-virginica
+10,5.1089477161730255,4.249589018606694,1.5100223943021667,0.2615308742503379,Iris-setosa
+11,6.179368910167516,3.0589551422399515,4.899714626870193,1.666119271447755,Iris-setosa
+12,6.17948136646405,3.0547359790505864,4.901920751242764,1.6744381419422898,Iris-versicolor
+13,6.1829206744142455,3.056091416132893,4.924466246006469,1.7302881436404545,Iris-virginica
+14,6.1840985000146675,3.056248619364319,4.930149249165408,1.7387977201571272,Iris-virginica
+15,6.189154246952428,3.0556579815661506,4.945489023448094,1.7819892978296021,Iris-virginica
+16,5.108947716173031,3.1012000621042928,1.51002240131201,0.2615308297888702,Iris-setosa
+17,5.1089477161730255,4.155278701702337,1.5100223883337045,0.2615308386112766,Iris-setosa
+18,5.108947716173027,3.0810460337812753,1.5100223928599803,0.2615308143027546,Iris-setosa
+19,5.108947718904819,3.0850128525465723,1.5100343939850607,0.26154218449675604,Iris-setosa
+20,5.1089477161730255,4.41836606333078,1.5100223896587321,0.2615308703082167,Iris-setosa
+21,5.108947716173026,3.662517601886656,1.5100223965036979,0.2615308469023423,Iris-setosa
+22,6.1845251018110465,3.055208907916426,4.927488124402647,1.7896213972086512,Iris-virginica
+23,6.182345867452832,3.0563431533687693,4.921361365946607,1.720282987137376,Iris-virginica
+24,5.1089477161730255,4.566833700731414,1.5100223905944612,0.26153094789210724,Iris-setosa
+25,5.1089477161730255,4.358047186431072,1.510022389215734,0.2615308633173302,Iris-setosa
+26,5.1089477161730255,4.556383546107549,1.51002239079841,0.2615309397111222,Iris-setosa
+27,5.1089477161730255,4.29975684956365,1.5100223894505787,0.2615308502084345,Iris-setosa
+28,6.179478157133432,3.0550862939358643,4.901987739066481,1.6724394904198607,Iris-versicolor
+29,5.1089477161730255,4.359768272000927,1.510022392193712,0.2615308816011031,Iris-setosa
+30,6.179503981508358,3.0541574696592053,4.901740886229523,1.67332648471264,Iris-versicolor
+31,6.179367587595939,3.0970707710684042,1.5101857437262882,0.2618349824638366,Iris-setosa
+0,6.182712642965641,3.0557959915330555,4.924577178577323,1.7400209666019393,Iris-virginica
+1,5.108947716173026,3.5671319156041505,1.5100223921115865,0.2615308327982852,Iris-setosa
+2,5.1089477161730255,4.4709011081866485,1.5100223897851393,0.2615308880575212,Iris-setosa
+3,5.108947716173026,4.27000723019031,1.5100223970304991,0.2615308916723515,Iris-setosa
+4,5.1089477161734695,3.21851233759061,1.5100226056173554,0.2615312549857073,Iris-setosa
+5,6.184207174111578,3.0553063763870996,4.930597247409001,1.7523295682913038,Iris-virginica
+6,6.179501791899373,3.054132648798037,4.901894937900454,1.6756634813781996,Iris-versicolor
+7,6.179443306774862,3.054071402625937,4.900884742015932,1.6701761970573392,Iris-versicolor
+8,6.179482322971199,3.054132760032861,4.9014514509142195,1.6731085428383747,Iris-versicolor
+9,6.17937480415221,3.0580424862166455,4.89988872539827,1.6667103974173927,Iris-setosa
+10,6.179542171466442,3.0544220418769426,4.903201456462392,1.675160884558006,Iris-versicolor
+11,5.1089477161730255,3.1204936216983126,1.5100223872811704,0.2615308130602069,Iris-setosa
+12,6.179421811143271,3.0540624617056076,4.900774862364925,1.6695618336152944,Iris-versicolor
+13,6.183283641937952,3.0551660047806144,4.926648511890492,1.7464012256562371,Iris-virginica
+14,6.180167207569721,3.054656985471728,4.907847024809814,1.696703417945387,Iris-virginica
+15,6.179366506698177,3.05450272525918,4.899502143832501,1.665453674655372,Iris-setosa
+16,5.1089477161730255,4.263111348065113,1.5100223915384514,0.26153085850468744,Iris-setosa
+17,6.1793787146156625,3.0545873556916767,4.899917429799939,1.6662379725300278,Iris-versicolor
+18,6.180073363200786,3.0554188288073862,4.90845114050305,1.6909102551289628,Iris-versicolor
+19,6.185864814356464,3.0560927851614017,4.9354946175902485,1.7465502570628852,Iris-virginica
+20,5.1089477161730255,4.451744242959963,1.5100223900053322,0.2615308781991988,Iris-setosa
+21,6.18243857790447,3.055985292979127,4.922472430106322,1.721990026109019,Iris-virginica
+22,5.108947716184037,3.054311559460104,4.899491627735629,1.6654277439432015,Iris-setosa
+23,6.190120364184705,3.0556857944981886,4.952595599253224,1.7833674288783024,Iris-virginica
+24,6.186830460993237,3.0561773846031017,4.942610798650815,1.7361938238964638,Iris-virginica
+25,6.179404836172465,3.054584902639308,4.900539609527155,1.6683226980564587,Iris-versicolor
+26,5.108947716173026,3.1911413946862046,1.5100223887699726,0.26153082069134476,Iris-setosa
+27,6.179525049023314,3.05416243993401,4.902086506778306,1.6728827135035034,Iris-versicolor
+28,5.108947720085534,3.1541685080206197,1.5100406631111813,0.26155637512880725,Iris-setosa
+29,5.1089477161730255,4.205121459325188,1.5100223885408728,0.26153084252668374,Iris-setosa
+30,5.1089477161730255,4.475999350229395,1.5100223900408665,0.261530887181952,Iris-setosa
+31,5.108947716173087,3.056219130816247,1.5100224071004031,0.26153082400922295,Iris-setosa
+0,5.1089477161730255,3.176818359634231,1.5100223890581672,0.26153081505302,Iris-setosa
+1,5.1089477161730255,4.383913338598148,1.510022389257775,0.261530861727188,Iris-setosa
+2,6.182773256015176,3.0549220613276447,4.923526511525894,1.740951742418555,Iris-virginica
+3,6.183458616666803,3.055779070960503,4.925715312235393,1.7531969051072878,Iris-virginica
+4,6.179683341925866,3.0541260988227084,4.903206439657656,1.677396318952895,Iris-virginica
+5,6.184621761779028,3.05587581356232,4.9305184636781245,1.7613657368004674,Iris-virginica
+6,6.1794957054437045,3.0541084613112774,4.901839266229214,1.6730694742149912,Iris-versicolor
+7,6.181798604969165,3.055050179092596,4.919391580381963,1.7287271279105456,Iris-virginica
+8,6.1793921613879075,3.05403161141765,4.900123787286837,1.667160406510802,Iris-versicolor
+9,5.1089477161730255,4.211278585252117,1.510022393704682,0.26153086467063547,Iris-setosa
+10,5.108947717010476,3.0562968885364654,1.5100250179124555,0.2615339741339391,Iris-setosa
+11,6.180083825018155,3.055628652097461,4.908769015988536,1.6868455391736408,Iris-versicolor
+12,5.1089477161730255,3.9883035214685307,1.5100223926558385,0.2615308456706345,Iris-setosa
+13,6.17936750160239,3.057891959087054,4.899650027767995,1.6657085583947517,Iris-setosa
+14,5.108947716173045,3.0918953788458,1.5100224132412914,0.26153085366787165,Iris-setosa
+15,5.10894771617306,3.0586453944585603,1.5100224041433383,0.2615308248431003,Iris-setosa
+16,5.108947716173095,3.253599612168648,1.5100224901862533,0.2615309323269773,Iris-setosa
+17,6.184973642769834,3.054885411188796,4.927734628025098,1.7874491628251534,Iris-virginica
+18,6.179397720950906,3.054074938853189,4.900316710909834,1.6677102981190204,Iris-versicolor
+19,5.10894771617309,3.0545871776455247,1.5100224025042102,0.2615308143884012,Iris-setosa
+20,5.1089477161730255,4.4568947234117084,1.510022389295974,0.2615308819328777,Iris-setosa
+21,5.108947716173039,3.991299759996512,1.5100224603052375,0.26153102994230965,Iris-setosa
+22,6.180676390075216,3.0546688703919753,4.910328789718541,1.7275891998090027,Iris-virginica
+23,5.1089477161730255,4.149041002923658,1.5100223950653795,0.2615308615147406,Iris-setosa
+24,5.108947716173029,3.722665956958173,1.5100224180988517,0.2615308764202809,Iris-setosa
+25,6.179376764937535,3.054037071636953,4.899837731897005,1.6663435632070103,Iris-versicolor
+26,5.108947716212707,3.21697825934291,1.510024649107653,0.26153432713338126,Iris-setosa
+27,5.108947716191521,3.054223313619121,4.899491720992773,1.6654277704912028,Iris-setosa
+28,5.1089477161730255,3.127799020236659,1.5100223848421641,0.26153081099743064,Iris-setosa
+29,5.108947719243105,3.271969295058546,1.5100448989637398,0.2615579365050432,Iris-setosa
+30,5.1089477161730255,4.384496719015804,1.510022395276673,0.2615309176713318,Iris-setosa
+31,5.1089477161730255,3.8194003111984505,1.5100223899040315,0.26153082586462245,Iris-setosa
+0,5.108947716173065,3.0680426238832545,1.5100224115639502,0.2615308568966846,Iris-setosa
+1,6.181505331593869,3.0554047597906138,4.91811029183536,1.718735191672359,Iris-virginica
+2,5.108947716173035,4.0516796332238885,1.510022454361839,0.26153100692561443,Iris-setosa
+3,5.108947716173034,4.038050869295064,1.5100224501377875,0.26153098821448556,Iris-setosa
+4,5.1089477162907535,3.1841721134749905,1.5100262949629852,0.26153593797707814,Iris-setosa
+5,6.189146662347256,3.055525634463017,4.944003713898059,1.7981050747957306,Iris-virginica
+6,6.179366645653839,3.054016542906805,4.899505366730068,1.6654558542086992,Iris-versicolor
+7,6.185209365800854,3.0555318618020153,4.9325086776074825,1.7734834342106212,Iris-virginica
+8,5.108947716173095,3.661479067284084,1.5100225508669085,0.2615310505276587,Iris-setosa
+9,6.183992220377401,3.055560282576271,4.9270339352717585,1.7614787028546683,Iris-virginica
+10,5.1089477161730255,3.9577453916505876,1.5100223870023437,0.2615308252341753,Iris-setosa
+11,5.108947716173532,3.0764714363892383,1.5100225040893491,0.26153102796288563,Iris-setosa
+12,5.108947716173029,4.49446743091139,1.5100224266034545,0.26153117589290475,Iris-setosa
+13,5.108947716173026,3.0984040418323997,1.5100223881826278,0.2615308126634123,Iris-setosa
+14,6.183408815113241,3.054978894323502,4.923852105296877,1.7494541802531982,Iris-virginica
+15,6.180242350516892,3.0547326543820588,4.909225725248291,1.70656549411861,Iris-virginica
+16,5.1089477161730255,4.387625871838871,1.5100223915319062,0.2615308806513795,Iris-setosa
+17,5.1089477161730255,3.169621823312863,1.5100223864052111,0.26153081327346867,Iris-setosa
+18,5.1089477161730406,3.3264870039080283,1.5100224347905167,0.2615309069945884,Iris-setosa
+19,6.18079119071556,3.055292362711035,4.913227532773468,1.7138750053311562,Iris-virginica
+20,5.108947716173027,3.6252287539861685,1.5100224045293031,0.26153084211325167,Iris-setosa
+21,5.1089477161730255,4.406895971802222,1.5100223895073197,0.26153087067615693,Iris-setosa
+22,5.108947716173029,4.077418022812742,1.5100224231295496,0.26153091574774,Iris-setosa
+23,6.1875453485497465,3.0555320864852917,4.937527326645469,1.794340862117214,Iris-virginica

iris/lct_gan/4/1/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/lct_gan/4/1/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/lct_gan/4/1/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/lct_gan/4/10/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089477161730255,3.8812144739178747,1.5100223874687801,0.2615308268020616,Iris-setosa
+1,5.108947716173029,4.216707979654867,1.5100224267436255,0.26153096816317767,Iris-setosa
+2,5.1089477161730255,4.205339273914189,1.5100223880003367,0.2615308390202763,Iris-setosa
+3,6.179596627645277,3.054256048427998,4.90343880312156,1.6807075825829014,Iris-versicolor
+4,6.179367941449359,3.055794457287377,4.899639032054515,1.6657496454525427,Iris-setosa
+5,5.108947716173129,4.101923297453078,1.5100226347203778,0.2615314080756286,Iris-setosa
+6,6.179380072373563,3.0540198031191292,4.899835918722324,1.6659658284771302,Iris-versicolor
+7,6.179366555688719,3.0543150333221503,4.899510938798861,1.6654695534971407,Iris-setosa
+8,6.183129678775481,3.0559549378961797,4.923596534213238,1.734895706119287,Iris-virginica
+9,6.188263164953238,3.0558383205341713,4.943374507132697,1.770066517760312,Iris-virginica
+10,5.1089477161730255,3.7940385636295084,1.51002238790741,0.26153082197414473,Iris-setosa
+11,5.10894775743838,3.120373148799453,1.5100749747371696,0.2615996786018505,Iris-setosa
+12,6.179686557182501,3.05444913724123,4.904348346083091,1.6823451254409383,Iris-versicolor
+13,5.108947716173027,3.340869567048363,1.5100224013911803,0.2615308332761551,Iris-setosa
+14,6.179366846130196,3.0541528921273473,4.899524301427803,1.6655084646338536,Iris-versicolor
+15,6.17962138757021,3.055289122261004,4.903386867283413,1.6808401408608624,Iris-versicolor
+16,5.10894771617376,3.0666997974894326,1.5100225416909605,0.2615309444284342,Iris-setosa
+17,6.17971373840845,3.0551729468197077,4.905248828227695,1.6816521610477466,Iris-versicolor
+18,6.1793756537255184,3.054052326564232,4.899743367815294,1.6662150350176659,Iris-versicolor
+19,6.179369994007786,3.056273725733233,4.899693382812598,1.666194781546158,Iris-setosa
+20,6.188198121682767,3.055739579227202,4.941339668787453,1.770509657646335,Iris-virginica
+21,6.179366503023983,3.0741916004380703,1.5100376146227459,0.2615606604871169,Iris-setosa
+22,6.182421998301972,3.0554068946339084,4.920977193249643,1.7296685203959568,Iris-virginica
+23,5.1089477161730255,4.449905389142602,1.5100223900168808,0.2615308816030629,Iris-setosa
+24,6.186186409563562,3.055794942071983,4.935385714254675,1.754450024391525,Iris-virginica
+25,5.1089477161730255,4.318521256999651,1.5100223890334845,0.26153085968028095,Iris-setosa
+26,6.1814668830696995,3.0549896227738707,4.915911774872192,1.741059807969827,Iris-virginica
+27,6.18531555131902,3.0562810355364896,4.93290483811348,1.732803608988079,Iris-virginica
+28,5.108947716748353,3.2521630301625954,1.5100320916812855,0.26154280739611085,Iris-setosa
+29,5.1089477161730255,3.5620645323454188,1.5100223886003907,0.2615308211355629,Iris-setosa
+30,6.179371694259403,3.0590778983958247,4.899884282317861,1.6662251830371246,Iris-setosa
+31,6.182015804838255,3.054893943518613,4.919268342640936,1.7315770150625711,Iris-virginica
+0,5.1089477161730255,4.456776543026852,1.5100223894321645,0.2615308793537869,Iris-setosa
+1,6.1851542301343985,3.056213376388758,4.936871067578661,1.7412489830436102,Iris-virginica
+2,6.186986804671781,3.055301278501652,4.936133464004866,1.7988138010595276,Iris-virginica
+3,5.108947716173026,4.010357403156401,1.5100224032048384,0.2615308907248612,Iris-setosa
+4,6.179520846812436,3.054710122211355,4.902843996037078,1.6742968161034129,Iris-versicolor
+5,6.1801172643146245,3.0543841720288785,4.906992984090884,1.707569881884015,Iris-virginica
+6,6.181577389526068,3.0549917293430946,4.916629967825623,1.7330793683140102,Iris-virginica
+7,5.1089477161730255,4.05961698643027,1.510022387741565,0.26153083658194537,Iris-setosa
+8,5.1089477161730255,4.227958092873342,1.5100223895181737,0.26153084857655196,Iris-setosa
+9,6.179367842875788,3.0543888321693218,4.899592431087204,1.6655845454350455,Iris-versicolor
+10,5.108947716173029,3.440491278280706,1.510022412045695,0.261530867829134,Iris-setosa
+11,6.184828167755903,3.055851661870937,4.932628477530035,1.7593220052188052,Iris-virginica
+12,6.180655332407905,3.0562638948085366,4.912856673610895,1.6923944908752329,Iris-versicolor
+13,5.108947716173107,3.529775219592567,1.5100225539516634,0.2615310286560031,Iris-setosa
+14,5.108947716185414,3.1197372852662473,1.5100233419960187,0.2615320674139784,Iris-setosa
+15,5.1089477161730255,3.6788255676876638,1.5100223884918578,0.261530823931223,Iris-setosa
+16,6.180516850007431,3.054382260686581,4.908611007660565,1.7082831367084415,Iris-virginica
+17,6.182479267683303,3.0565146226298903,4.9225893253145845,1.7084656070328779,Iris-virginica
+18,5.108947719110796,3.0544881923866507,4.8994972900839,1.66543685768254,Iris-setosa
+19,5.1089477161730255,4.422473321117607,1.510022391237012,0.26153088944532854,Iris-setosa
+20,5.1089477161730255,4.38943381535505,1.5100223896621268,0.26153086431663053,Iris-setosa
+21,5.108947716173026,3.3205714419848418,1.5100223932220025,0.2615308262054456,Iris-setosa
+22,5.1089477161730255,4.416026153531246,1.5100223892144502,0.2615308667926653,Iris-setosa
+23,6.180545711629706,3.0546957364948004,4.910641454540555,1.7142232868801923,Iris-virginica
+24,5.108947716173026,4.361190351924009,1.5100224065659016,0.2615309544561448,Iris-setosa
+25,5.1089477161730255,4.319280826134049,1.5100223887047133,0.2615308495604614,Iris-setosa
+26,5.108947716359887,3.421141944911989,1.5100299680537728,0.2615391295371186,Iris-setosa
+27,6.179366658794519,3.054265745981587,4.899517488086902,1.6655062377274694,Iris-versicolor
+28,6.1881621695805995,3.0558282424880563,4.943364326562481,1.755961278156939,Iris-virginica
+29,5.108947716173588,3.8649716258180247,1.5100229348374175,0.2615316019115127,Iris-setosa
+30,5.1089477161730255,3.9848355917445004,1.5100223887791246,0.2615308309144383,Iris-setosa
+31,5.1089477161730255,4.172846159242205,1.5100223882628614,0.2615308355068926,Iris-setosa
+0,5.1089477485059085,3.13279995922714,1.5100698795066578,0.2615961435968375,Iris-setosa
+1,6.179367788659775,3.054014277810034,4.899565578852497,1.6655401450524445,Iris-versicolor
+2,6.181466057610327,3.0557152856623664,4.916856820070983,1.7124495690947292,Iris-virginica
+3,5.1089477161730255,4.25734616475718,1.5100223937801638,0.26153087232008043,Iris-setosa
+4,5.1089477161730255,3.973452049059254,1.5100223876065886,0.26153082438750064,Iris-setosa
+5,6.1793680872228185,3.0540401274911337,4.899580791881994,1.6656801960356395,Iris-versicolor
+6,6.182069219170932,3.056408515172762,4.919505856969969,1.715369890372739,Iris-virginica
+7,6.179366825715831,3.054016975241941,4.899514303464823,1.6654632975981871,Iris-versicolor
+8,5.108947716173026,4.0267453236031345,1.510022395879186,0.26153086035185175,Iris-setosa
+9,6.179806763788701,3.0557599514500535,4.905667284917242,1.680447917918054,Iris-versicolor
+10,6.179853882512153,3.0553917006914615,4.906657639672414,1.6807373461234931,Iris-versicolor
+11,5.108947727344372,3.054016477076517,4.899496077443027,1.6654319213820445,Iris-versicolor
+12,6.179388250097918,3.054063300079609,4.900137642377303,1.667136707628067,Iris-versicolor
+13,6.180098677273711,3.054758441139829,4.9074078501439695,1.7040179112271558,Iris-versicolor
+14,5.108947716173142,3.459508171360201,1.5100225617574523,0.261531059896583,Iris-setosa
+15,6.179366527200049,3.0543001147751925,4.8995060151546115,1.6654537209936295,Iris-setosa
+16,6.187150445717943,3.0554921467941103,4.938158743995335,1.7693229333252154,Iris-virginica
+17,5.108947716173068,3.218109035435928,1.5100224554177737,0.2615309230181353,Iris-setosa
+18,5.108947726908211,3.0541874090202352,4.899499952976962,1.6654404372193414,Iris-setosa
+19,5.1089477161730255,4.145473851132831,1.5100223876257983,0.2615308345315944,Iris-setosa
+20,5.108947716173075,3.0646917210424753,1.5100224122884696,0.2615308475501103,Iris-setosa
+21,6.18422219238277,3.0563924120327837,4.932997116727973,1.737020566799371,Iris-virginica
+22,6.179368936614853,3.0598937975293485,4.89978107643554,1.665994142431745,Iris-setosa
+23,5.108947716184323,3.0551079620368693,1.5100227273688251,0.26153092333643607,Iris-setosa
+24,6.179801407888979,3.0550446714846666,4.906349479658919,1.6841269639666079,Iris-versicolor
+25,6.179737435310427,3.054882457202396,4.905579139423527,1.6812374535404013,Iris-versicolor
+26,6.1799201424027235,3.0543053666335838,4.905793469192317,1.6935219540212867,Iris-virginica
+27,6.179414042444843,3.054552738166741,4.900704958785719,1.670283864972929,Iris-versicolor
+28,5.108947716174373,3.055215744707554,1.5100224805060336,0.2615308832253942,Iris-setosa
+29,5.10894771617313,4.070359140365975,1.5100226494063305,0.2615313324015142,Iris-setosa
+30,5.1089477161730255,4.440346378501836,1.510022389559628,0.26153087153266913,Iris-setosa
+31,5.108947716173026,3.623359968693828,1.5100223926984666,0.2615308432597583,Iris-setosa
+0,5.108947716173035,3.0763625419740297,1.5100224057006535,0.2615308238139126,Iris-setosa
+1,6.179371319252589,3.0550232832064075,4.8997332968753735,1.6659177607465145,Iris-versicolor
+2,5.1089477161730255,4.052893171648323,1.5100223890989197,0.26153083378051684,Iris-setosa
+3,5.1089477161730255,3.2552260993375923,1.5100223892405809,0.2615308211930032,Iris-setosa
+4,6.179506516939678,3.054487044066949,4.902797053556006,1.672571313785515,Iris-versicolor
+5,5.1089477161730255,3.1670045708359664,1.510022387194433,0.2615308119675232,Iris-setosa
+6,5.1089477161730255,3.2810813685027935,1.5100223865015472,0.26153082102224906,Iris-setosa
+7,6.179367046086435,3.054038546347349,4.8995234375793,1.6654781619528047,Iris-versicolor
+8,5.1089477161730255,4.399979482809569,1.5100223894570144,0.26153086846543355,Iris-setosa
+9,6.183278783649402,3.054700289877986,4.920795901870039,1.7604241550812547,Iris-virginica
+10,5.1089477161730255,4.212404029318181,1.510022394573609,0.2615308731102719,Iris-setosa
+11,5.108947716952938,3.1174069576600796,1.510031044886779,0.261538409683451,Iris-setosa
+12,6.182283365920967,3.0563116405582003,4.922566784856756,1.7120290491732908,Iris-virginica
+13,6.18385513834714,3.0552640662018247,4.924878731069315,1.7713467953577187,Iris-virginica
+14,5.1089477161730255,3.6284964879928716,1.5100223897883103,0.2615308329530203,Iris-setosa
+15,5.108947716173047,3.250655496136036,1.5100224541789244,0.2615308671615683,Iris-setosa
+16,5.1089477161730255,4.331372729888066,1.510022390715189,0.2615308658863256,Iris-setosa
+17,6.179615383163738,3.0544501640126116,4.9041309849682255,1.6795628224885935,Iris-versicolor
+18,5.1089477161730255,3.9749594414135996,1.5100223869817295,0.2615308251043112,Iris-setosa
+19,5.10894771617303,3.069286267653112,1.5100223926944891,0.26153081921501836,Iris-setosa
+20,6.182104360280181,3.0556102598645403,4.922484264706528,1.7179873331634694,Iris-virginica
+21,5.108947716173102,3.0645653671368334,1.5100224230379924,0.2615308549577048,Iris-setosa
+22,6.180206237105044,3.055033437421461,4.908764732394802,1.699596838659716,Iris-versicolor
+23,6.1844009960160795,3.0560716013419054,4.931014766476162,1.7377751855226873,Iris-virginica

iris/lct_gan/4/10/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/lct_gan/4/10/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/lct_gan/4/10/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/lct_gan/4/11/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366761465004,3.0542293982545554,4.899525362414807,1.6654987809560113,Iris-versicolor
+1,6.179368899558521,3.0540548157264134,4.8995952528642706,1.665602378872852,Iris-versicolor
+2,6.188293640020914,3.055843337823423,4.942609779343109,1.7579833000538552,Iris-virginica
+3,5.1089477161730255,4.10206888497165,1.5100223955774223,0.26153085737173154,Iris-setosa
+4,5.1089477161730255,3.2833338794257334,1.5100223879551926,0.261530819815032,Iris-setosa
+5,5.108947718536492,3.065841244555143,1.5100303269122228,0.2615375241594214,Iris-setosa
+6,5.108947716173028,3.7641356291623023,1.5100224113698488,0.26153088333107666,Iris-setosa
+7,6.1831094637355655,3.0563428486930144,4.925153178105778,1.7257628456628527,Iris-virginica
+8,5.108947716173257,3.695282212037361,1.5100226599077027,0.26153143033182025,Iris-setosa
+9,5.1089477161730255,4.063195162895185,1.510022387753118,0.26153082824619533,Iris-setosa
+10,5.1089477161730255,4.10083473967976,1.5100223878440033,0.26153083218527995,Iris-setosa
+11,5.1089477161730255,4.479600503351522,1.5100223966560449,0.2615309624576463,Iris-setosa
+12,5.108947716173026,3.7752644709658028,1.5100223948486522,0.2615308409602816,Iris-setosa
+13,6.184471997025634,3.0557781738373087,4.931164154462584,1.7588315307811895,Iris-virginica
+14,6.179397171685886,3.055995396582587,4.900361933016023,1.667380059238079,Iris-versicolor
+15,5.108947716173026,3.967479766733397,1.5100224025112696,0.261530875307567,Iris-setosa
+16,5.1089477161730255,3.580300528182701,1.5100223885997919,0.26153082625995894,Iris-setosa
+17,6.180866316407562,3.055473528771099,4.915220773358836,1.7032391978206642,Iris-virginica
+18,5.108947749302474,3.066134118048938,1.5100539106561,0.2615634795909295,Iris-setosa
+19,5.1089477161730255,3.1518577440592423,1.5100223874526741,0.26153081474299933,Iris-setosa
+20,5.1089477162291725,3.8877419567701423,1.5100285119755048,0.2615367053660919,Iris-setosa
+21,5.108947716173063,3.056288159193726,1.5100224065699228,0.26153081722475835,Iris-setosa
+22,6.179401582031788,3.0571509733625697,4.9005489900502575,1.6674527704910693,Iris-versicolor
+23,6.179373964457867,3.0564136540103335,4.899858002436108,1.6662824808605208,Iris-setosa
+24,5.1089477161730255,4.359343667497014,1.510022389567821,0.2615308622750333,Iris-setosa
+25,6.179485316013074,3.054361068339585,4.902173413508304,1.6725792762871114,Iris-versicolor
+26,6.17945941887014,3.0540952770792367,4.9010996144644565,1.670813090333214,Iris-versicolor
+27,6.179366640743823,3.0540241375166155,4.899505666729416,1.6654442976301533,Iris-versicolor
+28,5.108947716173026,3.11118992370567,1.5100223916554605,0.2615308181459961,Iris-setosa
+29,6.185875447026145,3.0561666662146796,4.939702347940674,1.7339190313178485,Iris-virginica
+30,5.1089477161730255,4.025286563455984,1.5100223878900332,0.26153083143029976,Iris-setosa
+31,6.18135741488645,3.0546212205829764,4.914401282793741,1.723692184153644,Iris-virginica
+0,5.108947716173071,3.0562217382691927,1.5100224058171192,0.26153081890927843,Iris-setosa
+1,5.108947716177833,3.054694545059656,1.5100225096601045,0.2615309750164149,Iris-setosa
+2,5.108947716184635,3.0547238476126375,1.5100226061420439,0.2615309922522622,Iris-setosa
+3,5.1089477161730255,4.256666550268509,1.5100223896395242,0.2615308506021772,Iris-setosa
+4,5.1089477161730255,4.160612995411782,1.5100223889757947,0.26153083741676847,Iris-setosa
+5,5.108947716173026,3.0825333859570208,1.510022388054219,0.261530811432807,Iris-setosa
+6,5.1089477161730255,4.3674855438628875,1.510022389119628,0.2615308652591301,Iris-setosa
+7,6.181352780915089,3.0547476434129552,4.915820625000281,1.7249270195374728,Iris-virginica
+8,6.179847270863186,3.054453289957686,4.906304657478579,1.6897447005237245,Iris-virginica
+9,5.1089477161730255,4.204828944841661,1.5100223895281455,0.2615308452995295,Iris-setosa
+10,5.1089477161735655,3.054270604367541,1.510022428894716,0.2615308252043777,Iris-setosa
+11,5.1089477161730255,3.622394846056565,1.5100223870616578,0.26153081971666325,Iris-setosa
+12,6.179380645070317,3.061853612048761,4.900201494598683,1.6670547432907972,Iris-setosa
+13,5.108947716173026,4.536091654621433,1.5100223977276048,0.2615310295256188,Iris-setosa
+14,5.1089477161730255,4.331591265717429,1.5100223892704536,0.2615308559636366,Iris-setosa
+15,6.181332506963589,3.0545611223846985,4.914198221690511,1.723604758137344,Iris-virginica
+16,6.179373058963898,3.05407873327629,4.899711409045133,1.6660746713042027,Iris-versicolor
+17,6.179740892662305,3.054888685849447,4.9057155042688185,1.6807317457817639,Iris-versicolor
+18,5.1089477161730255,4.010329171747987,1.510022391009416,0.2615308401417524,Iris-setosa
+19,6.179441457802948,3.0540976866136846,4.9008613244180275,1.6700585001581005,Iris-versicolor
+20,5.1089477161730255,3.2490112226646195,1.5100223901666765,0.2615308163434535,Iris-setosa
+21,6.1835199160885965,3.0557400939964108,4.928129822377472,1.744412032561232,Iris-virginica
+22,6.185760733968853,3.055845652876189,4.934411249834397,1.7649195932700381,Iris-virginica
+23,5.108947716173026,4.054100424978184,1.5100224008774739,0.2615309005319775,Iris-setosa
+24,6.181928574906999,3.0555416186707816,4.918477899218749,1.7292314816687069,Iris-virginica
+25,5.108947716173105,3.2103444321752814,1.5100224844236063,0.2615309977780821,Iris-setosa
+26,5.1089477161730255,4.517828715304954,1.5100223903300165,0.26153090558777536,Iris-setosa
+27,5.108947728167392,3.0612050350442823,1.5100381588509066,0.26154764543841386,Iris-setosa
+28,5.108947716767833,3.0541759321119386,4.899493474626744,1.665429285166002,Iris-setosa
+29,6.186923744874212,3.0558976747520883,4.936217547510473,1.7679309882090046,Iris-virginica
+30,5.108947718270774,3.2027833732479234,1.5100372281583223,0.2615533716883405,Iris-setosa
+31,6.180141726391819,3.055350277366195,4.908041554682751,1.6933867432074527,Iris-versicolor
+0,5.108947716173094,3.2144143657734303,1.5100224857020204,0.2615309339174329,Iris-setosa
+1,6.182325342168473,3.0568115637663795,4.9227391572939325,1.7057099974658276,Iris-virginica
+2,5.1089477161730255,4.426322271820884,1.5100223897270446,0.2615308749811706,Iris-setosa
+3,6.179367029689421,3.0558246763328007,4.899573571922129,1.66563228074478,Iris-setosa
+4,5.108947716173191,3.22627690221338,1.5100225579002553,0.26153098698438726,Iris-setosa
+5,6.1831894506791265,3.0557043420875707,4.924133990778225,1.758116174809036,Iris-virginica
+6,6.179366638150786,3.06831833894007,1.5100705954983848,0.2616123044331665,Iris-setosa
+7,5.1089477161730565,3.634627031060784,1.5100224845648493,0.2615309926503461,Iris-setosa
+8,6.1796642408900855,3.0543066481483088,4.90383554441408,1.6858124286535523,Iris-versicolor
+9,5.1089477161730255,4.3828171562838705,1.5100223900943741,0.26153087517396845,Iris-setosa
+10,5.108947716173026,4.163900821114254,1.510022403919962,0.26153088260178786,Iris-setosa
+11,6.179777091957833,3.0542472392688644,4.9052370307571795,1.6861759011091377,Iris-virginica
+12,6.183285836307359,3.056561709925742,4.929200645769779,1.716315008806449,Iris-virginica
+13,5.1089477161730255,3.68114801316703,1.5100223887280417,0.2615308315337461,Iris-setosa
+14,5.108947716173026,4.19469180853444,1.510022398053866,0.26153087437014366,Iris-setosa
+15,5.1089477161730255,4.226676963923654,1.510022388242032,0.26153083990371045,Iris-setosa
+16,5.1089477161849155,3.338771659148505,1.510024249377159,0.26153250492767094,Iris-setosa
+17,6.182809425288454,3.0562885035135525,4.924986410297629,1.7227098780152845,Iris-virginica
+18,6.179366842047655,3.054879772574317,4.899551490797654,1.66555205027751,Iris-setosa
+19,6.179369399990577,3.06902002531568,1.5102269258981331,0.2619027711446513,Iris-setosa
+20,5.1089477161845265,3.0813546860178773,1.5100232287994253,0.2615313950245107,Iris-setosa
+21,5.1089477161730255,4.01759628659039,1.510022388300856,0.26153083152113116,Iris-setosa
+22,6.179426856711403,3.054275985974739,4.901146842453304,1.6697940663120572,Iris-versicolor
+23,5.108947716273875,3.121947848334624,1.5100253099460461,0.26153410344853034,Iris-setosa
+24,5.108947716173027,3.4775726923016723,1.5100224032717497,0.2615308559112341,Iris-setosa
+25,5.108947723063793,3.054060376341937,4.89949612856887,1.665434534307286,Iris-versicolor
+26,6.185117306513957,3.055291467097133,4.933407050394844,1.7605972713831233,Iris-virginica
+27,5.1089477161730255,3.974034502167874,1.510022388387033,0.26153083256886595,Iris-setosa
+28,6.179366597598935,3.0720792790003744,1.510064314091207,0.261608121416047,Iris-setosa
+29,5.108947716245219,3.068239448445859,1.5100238696686972,0.2615322926328716,Iris-setosa
+30,6.182568527449833,3.055043067710934,4.9210550436573595,1.7583881886107582,Iris-virginica
+31,5.1089477161730255,4.061724965936596,1.5100223872931267,0.2615308285556755,Iris-setosa
+0,6.179367080714727,3.0639911785090006,1.5101049302141694,0.26167777547470794,Iris-setosa
+1,5.108947716173026,3.2624046432878138,1.5100223940516335,0.2615308268148061,Iris-setosa
+2,5.108947716173073,3.52327571056287,1.5100224919961824,0.2615310311438879,Iris-setosa
+3,5.108947716173027,3.515165259669865,1.5100224038670191,0.2615308506342266,Iris-setosa
+4,5.108947716173032,4.099784304611232,1.5100224420734425,0.26153097729580627,Iris-setosa
+5,5.1089477161730255,4.455037323413636,1.5100223899496164,0.2615308868004696,Iris-setosa
+6,6.180016264497473,3.0542775678637364,4.906424602793181,1.6932313920443645,Iris-virginica
+7,5.108947716210028,3.1088908734605116,1.5100238380229496,0.26153317516547786,Iris-setosa
+8,5.1089477161730255,3.116181827872701,1.510022386405402,0.26153081338934653,Iris-setosa
+9,6.184190582308456,3.055660047585728,4.9313079331299114,1.7526529949593064,Iris-virginica
+10,5.108947716173052,4.0057729933536494,1.5100225100667175,0.2615310621827653,Iris-setosa
+11,5.108947716177888,3.6677585980036973,1.510023877325154,0.26153262956001055,Iris-setosa
+12,5.1089477161730255,4.4974893249893535,1.5100223915750985,0.2615309310616021,Iris-setosa
+13,6.18534377031699,3.055563070339307,4.9312109550691545,1.79023559792594,Iris-virginica
+14,6.182286619130259,3.0551608733888833,4.920900635736822,1.7383925510121738,Iris-virginica
+15,5.1089477161730255,4.134626911276117,1.5100223884461261,0.2615308428649018,Iris-setosa
+16,5.108947716176175,3.055544177222665,1.5100225236400546,0.26153096881521853,Iris-setosa
+17,6.179366572835751,3.0541241745256547,4.899506336738645,1.6654612755984406,Iris-versicolor
+18,5.108947716173026,3.202567297363364,1.5100223903055559,0.2615308182130489,Iris-setosa
+19,6.186998782198837,3.055791885453724,4.939964278753988,1.7652343412843852,Iris-virginica
+20,5.108947716173026,4.456098886190589,1.5100224011595988,0.26153097855293195,Iris-setosa
+21,6.179366531206393,3.1244950825396955,1.5100602398464174,0.26159138707234797,Iris-setosa
+22,5.1089477161730255,4.4616155506770125,1.5100223897612912,0.26153088578890327,Iris-setosa
+23,5.1089477161730255,4.15717576992026,1.5100223954376077,0.2615308714655109,Iris-setosa

iris/lct_gan/4/11/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/lct_gan/4/11/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/lct_gan/4/11/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/lct_gan/4/12/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179755889538831,3.0569715066647345,4.905678491830264,1.6768286224423286,Iris-versicolor
+1,6.18597811214135,3.055408656581448,4.935790257472205,1.7699073199308102,Iris-virginica
+2,5.10894771617303,3.0609728439454083,1.5100223917858213,0.2615308131993382,Iris-setosa
+3,6.179366577360167,3.1160875128162173,1.5100758296805632,0.26161111072389115,Iris-setosa
+4,6.179366618858645,3.077207636048012,1.5100708683190183,0.26161302385804247,Iris-setosa
+5,5.108947716173089,4.044387893174877,1.5100225593217003,0.26153129163928035,Iris-setosa
+6,6.179527796865323,3.0541387816427754,4.901806670465019,1.6751278241078207,Iris-versicolor
+7,6.185369600084155,3.055752030886614,4.931299006370708,1.7643287335633708,Iris-virginica
+8,6.182005920066835,3.054877924194653,4.9189534922481055,1.7400774039519151,Iris-virginica
+9,5.1089477161730255,4.508514617283892,1.5100223941309985,0.26153096397701264,Iris-setosa
+10,6.179366692212973,3.056777306660386,4.899556509937878,1.6655539912749175,Iris-setosa
+11,6.186557982013211,3.055660064892277,4.939075426800874,1.7561004824565154,Iris-virginica
+12,5.108947716391751,3.2758459104813804,1.5100278461758383,0.261540931410776,Iris-setosa
+13,5.1089477161730255,4.257301447854803,1.510022389650585,0.26153085225089767,Iris-setosa
+14,6.179367057021721,3.0540773009770006,4.899529075786881,1.66555976426955,Iris-versicolor
+15,5.1089477162555905,3.3950591630507905,1.5100277369097952,0.26153521856751616,Iris-setosa
+16,5.10894771617632,3.0656738483701678,1.5100227070511538,0.2615310173675662,Iris-setosa
+17,6.187655859014891,3.05610657405357,4.941849694718992,1.7348800127643682,Iris-virginica
+18,6.179624835575538,3.054577515509989,4.904316869095088,1.6784812257008446,Iris-versicolor
+19,6.179614612040717,3.055597209116804,4.903878718427015,1.6748264252331098,Iris-versicolor
+20,6.185778307050749,3.0562996970271117,4.93606069293877,1.7383984303106277,Iris-virginica
+21,5.1089477161730485,3.058295773998555,1.5100224058900662,0.26153081877492784,Iris-setosa
+22,6.181272491396049,3.0551544626205915,4.9159153893498235,1.724866190658241,Iris-virginica
+23,5.108947716607325,3.4525076836240847,1.5100330836007183,0.26154370550094574,Iris-setosa
+24,6.179717927688846,3.0549624569256446,4.905712932549223,1.6799827306628288,Iris-versicolor
+25,6.180601567307282,3.0546056089691094,4.910173664999563,1.720107603292541,Iris-virginica
+26,6.179366590430674,3.0540130405474377,4.899501508467471,1.6654389152584133,Iris-versicolor
+27,6.179402264046679,3.0541934709534018,4.900545992218611,1.6687047959713075,Iris-versicolor
+28,5.10894771617304,3.057625645108559,1.5100223991023631,0.26153081443275294,Iris-setosa
+29,5.1089477161730255,4.317256201406579,1.5100223891743056,0.2615308529385886,Iris-setosa
+30,5.108947718630267,3.054037279356416,4.899494330598164,1.6654294521277844,Iris-versicolor
+31,5.1089477161730255,3.3775506411518443,1.5100223874321832,0.2615308185708738,Iris-setosa
+0,6.1812242930045045,3.054442614483468,4.912182494583075,1.7231856378935064,Iris-virginica
+1,6.179757826300773,3.0553103656472262,4.905644814419568,1.678762224845487,Iris-versicolor
+2,5.108947716173087,3.0692514195083516,1.5100224281969492,0.2615308511181782,Iris-setosa
+3,6.179366496955417,3.056721265439138,1.5100282881266682,0.2615452620306693,Iris-setosa
+4,6.179367824521151,3.054118083601503,4.89956192694594,1.665607474038839,Iris-versicolor
+5,6.1793723610895555,3.0540580127968755,4.899674633174003,1.6660106230543354,Iris-versicolor
+6,5.1089477161730255,4.372903398419863,1.5100223897436718,0.2615308736493778,Iris-setosa
+7,6.180067404198066,3.0548022694213577,4.908211471870308,1.6995020782022818,Iris-virginica
+8,6.179877983538018,3.0545731500336637,4.90629547511077,1.690823599098476,Iris-versicolor
+9,5.108947718537304,3.068520018995818,1.5100302991990262,0.26153977883560003,Iris-setosa
+10,6.179394738712576,3.0557087059539842,4.900268319686877,1.6673337579275123,Iris-versicolor
+11,5.108947716201672,3.0549546153484894,1.5100227805214264,0.26153122447418253,Iris-setosa
+12,5.1089477161730255,4.51990681485347,1.510022390159964,0.26153091023931924,Iris-setosa
+13,6.179395346761184,3.0540608885830816,4.90034242771495,1.6677606585761957,Iris-versicolor
+14,5.1089477161730334,3.0650727025788895,1.510022393986414,0.26153082605333833,Iris-setosa
+15,5.1089477161731,3.0727129450043553,1.5100224432130953,0.26153084530171156,Iris-setosa
+16,5.1089477161730255,3.864178055352326,1.5100223888475879,0.26153083118996046,Iris-setosa
+17,6.17951586899045,3.0550479683822207,4.902339429537936,1.6771225849180376,Iris-versicolor
+18,5.108947716173026,4.099957299263519,1.5100224001357836,0.2615308816220459,Iris-setosa
+19,5.1089477161730255,4.08179718821564,1.5100223887087103,0.2615308362732643,Iris-setosa
+20,5.1089477161730255,4.267909451083375,1.5100223895956295,0.2615308555712157,Iris-setosa
+21,5.1089477161730255,3.7892572552082227,1.510022388794418,0.2615308260368493,Iris-setosa
+22,5.1089477161730255,4.069097897043381,1.5100223888419548,0.26153083873685073,Iris-setosa
+23,5.108947716173026,4.142554167117446,1.5100224011752383,0.26153089401869023,Iris-setosa
+24,5.108947716173026,3.3488392472780646,1.5100223953003482,0.26153084913796226,Iris-setosa
+25,5.1089477161730255,3.6673203414500946,1.5100223939583861,0.26153083304938507,Iris-setosa
+26,5.1089477161730255,4.213242110617583,1.5100223919844715,0.26153085842027823,Iris-setosa
+27,5.108947741710273,3.0908311049778474,1.5100568269575325,0.26157723067945565,Iris-setosa
+28,5.1089477161730255,4.271051174095589,1.510022390966512,0.2615308547421752,Iris-setosa
+29,5.1089477161731995,3.2042659858441542,1.5100225664310136,0.2615309430689077,Iris-setosa
+30,6.179842338325123,3.054621472584439,4.906082076320109,1.6887354628264926,Iris-versicolor
+31,5.1089477162578,3.2688071197303814,1.5100261989806163,0.2615361002411718,Iris-setosa
+0,5.1089477161730255,4.5169443715881155,1.510022391523757,0.261530933049287,Iris-setosa
+1,5.1089477319610195,3.0743313198291506,1.5100467434780578,0.26155959584121047,Iris-setosa
+2,5.108947716173026,3.9335395347943747,1.5100223987429073,0.26153085944015103,Iris-setosa
+3,6.184062969356919,3.055424291337793,4.92902403976624,1.7610588452515352,Iris-virginica
+4,5.108947762995892,3.0544621617775944,4.899516853665381,1.6654643182506028,Iris-setosa
+5,5.1089477161730255,3.4402142447063553,1.510022387102006,0.2615308144007534,Iris-setosa
+6,5.1089477161730334,4.320599150479493,1.5100224562756157,0.261531112761493,Iris-setosa
+7,5.108947716173039,3.081474186530179,1.5100224106796214,0.2615308272162542,Iris-setosa
+8,6.179367010267739,3.083697963752311,1.5101314757277176,0.261700736246498,Iris-setosa
+9,6.18101827692472,3.0544394091999414,4.911862718057451,1.716893098494166,Iris-virginica
+10,6.179366630016534,3.0545836132008,4.899525761372718,1.6654982428733673,Iris-setosa
+11,6.185800871930883,3.0561785920367415,4.935699182641352,1.7344851340230352,Iris-virginica
+12,6.179366540556001,3.0541522934918106,4.899502397173934,1.6654672894908378,Iris-versicolor
+13,5.108947717848143,3.165559681686471,1.5100351211392031,0.2615495943460398,Iris-setosa
+14,5.108947716173048,3.9441601082120936,1.5100224964370432,0.2615310167366162,Iris-setosa
+15,5.1089477161730255,4.341552316342245,1.5100223935251376,0.26153088316091366,Iris-setosa
+16,5.108947716178336,3.054579682803063,1.5100225479371494,0.26153089453217027,Iris-setosa
+17,5.1089477161730255,3.8971757806911183,1.5100223871056266,0.2615308279835502,Iris-setosa
+18,5.1089477161730255,4.485419676652187,1.5100223898694638,0.2615308880420306,Iris-setosa
+19,6.180134610377763,3.054570475014744,4.907809301826241,1.7069984708444308,Iris-virginica
+20,5.108947718079622,3.3303303134813387,1.5100407733814416,0.2615555019748333,Iris-setosa
+21,5.1089477161730255,4.555932564813293,1.5100223904235235,0.26153095178771674,Iris-setosa
+22,5.1089477161730255,4.307198813676409,1.5100223891555633,0.2615308498524156,Iris-setosa
+23,5.108947716173029,3.2559114966284435,1.5100224082383682,0.2615308367751791,Iris-setosa
+24,5.1089477161730255,4.568552313477175,1.5100223905597725,0.2615309585410826,Iris-setosa
+25,6.188592061711026,3.0559128717131196,4.943951106989617,1.7561034840961256,Iris-virginica
+26,6.179920995139206,3.0547028869168162,4.906222650890591,1.6971326589349538,Iris-versicolor
+27,5.108947716173026,4.2684623333371965,1.5100223983310979,0.2615308935420538,Iris-setosa
+28,6.179367363444533,3.0540649849903665,4.89953931712643,1.6655502495104044,Iris-versicolor
+29,5.108947716794065,3.0705626924413387,1.5100264082446972,0.26153515296130025,Iris-setosa
+30,6.179380821888135,3.0542640813330753,4.900002689339628,1.6673086944406827,Iris-versicolor
+31,5.108947716175114,3.0544407414017245,1.5100224823224642,0.2615308571837022,Iris-setosa
+0,6.179375347903801,3.054106844255775,4.899798407817679,1.6664828323517902,Iris-versicolor
+1,6.183037584978248,3.0558205766931152,4.924457678819002,1.7553068946206942,Iris-virginica
+2,6.179366519761563,3.0541941812513955,4.899500550813829,1.6654595605970184,Iris-setosa
+3,6.180758365284783,3.054555523867078,4.911548556322664,1.7193334086587233,Iris-virginica
+4,6.179367452594875,3.057918889686959,4.899617740168016,1.6658340634058866,Iris-setosa
+5,5.1089477161730255,4.396183388721315,1.5100223894166884,0.2615308683441295,Iris-setosa
+6,6.1858248660269926,3.056252076649308,4.9375214421758296,1.7448206992688617,Iris-virginica
+7,5.1089477161730255,4.246941551310392,1.510022391804437,0.26153086187568464,Iris-setosa
+8,6.186669538246143,3.0559232409519805,4.941447127582658,1.7515661730347794,Iris-virginica
+9,5.1089477161730255,3.9508252964561303,1.5100223873312728,0.26153082540203093,Iris-setosa
+10,5.1089477161730255,4.393517272209966,1.510022389479016,0.2615308695947091,Iris-setosa
+11,5.108947738273966,3.149342514895187,1.510064951387506,0.2615904714534162,Iris-setosa
+12,5.108947716173029,3.801009403235074,1.5100224143775967,0.2615309300699302,Iris-setosa
+13,5.1089477161730255,3.6023832594850083,1.5100223861069775,0.2615308183102398,Iris-setosa
+14,6.182321979327858,3.0557502941945622,4.921472554907743,1.736091193923008,Iris-virginica
+15,5.1089477161730255,4.349564678546164,1.5100223894658857,0.2615308571494793,Iris-setosa
+16,6.1793694000184916,3.054036643139507,4.899591289257628,1.6656574936381194,Iris-versicolor
+17,6.179401453753662,3.0541785531485126,4.900343034101417,1.6702592825233167,Iris-versicolor
+18,6.181710343213694,3.0548104400744895,4.9178002002962975,1.732150856777709,Iris-virginica
+19,5.108947716173033,3.154480966088055,1.5100224072236204,0.26153085636610734,Iris-setosa
+20,5.108947716206945,3.055797487543335,1.510022778108079,0.2615318892022811,Iris-setosa
+21,5.1089477161730255,3.9083653097192745,1.5100223878369403,0.2615308257532428,Iris-setosa
+22,5.108947716175967,3.0986666634788236,1.5100227531344252,0.26153145484390805,Iris-setosa
+23,6.18198212972115,3.0560667154616814,4.920485030216644,1.7137012267109824,Iris-virginica

iris/lct_gan/4/12/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/lct_gan/4/12/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/lct_gan/4/12/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/lct_gan/4/13/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947716173027,3.1007505393898738,1.5100223910461779,0.26153082623235757,Iris-setosa
+1,6.179367372036288,3.0745366060867036,1.5101383335956309,0.2617579830817424,Iris-setosa
+2,6.183064601691852,3.0548166813492843,4.921402296153738,1.7614732999033698,Iris-virginica
+3,6.17937390934468,3.060445118973952,4.900001145428483,1.6663720649170375,Iris-setosa
+4,5.1089477161730255,4.458425607594952,1.5100223907933754,0.2615308993422778,Iris-setosa
+5,5.1089477161730255,3.924617585460985,1.5100223880826193,0.26153082553120427,Iris-setosa
+6,5.1089477161730255,4.131584513365036,1.5100223887603739,0.26153083753060075,Iris-setosa
+7,5.108947716173026,3.185045986327303,1.5100223893226383,0.2615308204871639,Iris-setosa
+8,6.18705484999298,3.055926656982987,4.940253118040053,1.7429171312063902,Iris-virginica
+9,5.1089477161730255,4.293727589249279,1.5100223899849918,0.26153085982758695,Iris-setosa
+10,5.1089477161730255,4.101224209474662,1.510022390554454,0.26153084620353906,Iris-setosa
+11,5.1089477161730255,4.317222715246964,1.5100223887345494,0.26153085436543005,Iris-setosa
+12,6.184480573715846,3.055933514199867,4.930677425652876,1.7354191659660976,Iris-virginica
+13,5.1089477161730255,3.4200966873189103,1.510022387669418,0.2615308187773014,Iris-setosa
+14,6.184636727413242,3.056060931854546,4.930356865886208,1.7462292056053568,Iris-virginica
+15,5.108947716890071,3.624011763911435,1.5100376402282865,0.2615515136874607,Iris-setosa
+16,5.1089477161730255,4.292355790082789,1.5100223890246778,0.2615308494530584,Iris-setosa
+17,5.108947716173051,4.272081002296661,1.5100225077376135,0.2615312833527268,Iris-setosa
+18,6.179781853730731,3.054280305518276,4.904301485287338,1.6896627035599372,Iris-virginica
+19,6.1793865563666905,3.054090265474985,4.900028827127033,1.6670149115127777,Iris-versicolor
+20,6.186040941172827,3.0559950876808144,4.937542159761288,1.7485678482787244,Iris-virginica
+21,5.1089477161730255,4.53315486690606,1.510022392030773,0.26153094878301897,Iris-setosa
+22,6.182303050582321,3.056118451980764,4.922133439943113,1.7205540156182695,Iris-virginica
+23,5.108947716173027,4.255602514667461,1.5100224136949114,0.2615309427592324,Iris-setosa
+24,6.183111100362153,3.055898043421826,4.923798236760645,1.7459474168989908,Iris-virginica
+25,5.10894774550271,3.0665125736341774,1.5100508393739325,0.2615675969475049,Iris-setosa
+26,5.108947716206908,3.857784980793035,1.5100263488726502,0.2615367233221068,Iris-setosa
+27,6.18616948694923,3.0561058196087836,4.939215472175561,1.7522289415860224,Iris-virginica
+28,6.185090786191464,3.0557297187203813,4.930296364033111,1.7722991895048317,Iris-virginica
+29,5.1089477161730255,3.256900111094605,1.5100223879872983,0.26153081456448857,Iris-setosa
+30,5.1089477161730255,4.427259163049733,1.5100223909897272,0.2615308919378566,Iris-setosa
+31,5.108947716174966,3.0547754162984444,1.5100225061577968,0.26153084770812407,Iris-setosa
+0,6.182538464066075,3.055982314642815,4.92185909765146,1.7325590732393974,Iris-virginica
+1,5.108947716173031,3.7027579198955785,1.510022422735502,0.26153089858331247,Iris-setosa
+2,5.1089477161730255,4.536320596918861,1.5100223906505468,0.26153092985790444,Iris-setosa
+3,5.108947720320896,3.062740593605625,1.5100313324466015,0.2615431986137964,Iris-setosa
+4,5.1089477161730255,4.048727699460935,1.5100223896573117,0.26153083317729503,Iris-setosa
+5,6.180685444681306,3.054397929527772,4.910469465125446,1.707235055510797,Iris-virginica
+6,5.108947716173027,3.958337633021249,1.5100224126373294,0.2615308799409541,Iris-setosa
+7,5.1089477161730255,4.4189647958646905,1.5100223916589588,0.26153089584613093,Iris-setosa
+8,6.185290996691377,3.055907930693426,4.933127928925803,1.7569248827754658,Iris-virginica
+9,5.1089477161730255,4.24786752089949,1.5100223890899374,0.26153084223182965,Iris-setosa
+10,5.1089477161730255,4.256009603334038,1.5100223894231781,0.2615308505449918,Iris-setosa
+11,5.108947719808849,3.0540260089066944,4.899495227403656,1.665428659617945,Iris-versicolor
+12,6.183497259529487,3.0550404356062186,4.926145496044464,1.7518002487219497,Iris-virginica
+13,6.1836677719671895,3.0562645063736755,4.926505433606373,1.7258929667399563,Iris-virginica
+14,5.108947716388933,3.0559295966814224,1.5100239215834306,0.2615320928005587,Iris-setosa
+15,5.1089477161730255,3.2271969344487923,1.5100223857760748,0.2615308152204405,Iris-setosa
+16,5.1089477161730255,4.418958613804454,1.5100223892047075,0.26153086646527185,Iris-setosa
+17,5.1089477161730255,3.3835819106357916,1.5100223886514275,0.26153082204842726,Iris-setosa
+18,5.1089477161730255,4.202029811000888,1.5100223879459937,0.2615308391947919,Iris-setosa
+19,6.184613598864271,3.0554870880496368,4.930959020350123,1.769413941733137,Iris-virginica
+20,6.180226694763086,3.054356249320999,4.907763268045482,1.7056961279332374,Iris-virginica
+21,6.183399144201334,3.0555991613357607,4.928164003579439,1.7373341206831774,Iris-virginica
+22,6.18163755986724,3.055257378931229,4.919357358532757,1.722682882834703,Iris-virginica
+23,6.185728649115963,3.0558646210549556,4.934524933910714,1.766460765552002,Iris-virginica
+24,6.180932083697932,3.05564038100722,4.9134975305005275,1.7126464668652053,Iris-virginica
+25,6.179823811023695,3.055360529282754,4.906288765971169,1.6819222743548243,Iris-versicolor
+26,6.179585593226471,3.055797068161384,4.903715888320222,1.6725373797603236,Iris-versicolor
+27,6.182605055421462,3.0553631909695937,4.921914184041531,1.7537261137464824,Iris-virginica
+28,6.181496853728713,3.0546284645307895,4.915592922289596,1.7314535302191274,Iris-virginica
+29,5.108947716173036,4.001781443127584,1.5100224476949964,0.2615310167036182,Iris-setosa
+30,5.1089477161730255,4.422296926332191,1.5100223894074685,0.2615308703935204,Iris-setosa
+31,5.1089477161730255,4.4225205108440795,1.5100223909812778,0.26153088488280857,Iris-setosa
+0,6.185036039550625,3.055265026010949,4.929539406119748,1.7843571738626522,Iris-virginica
+1,5.108947716173026,3.274820538515396,1.5100223976334843,0.26153082692162233,Iris-setosa
+2,6.181837849496916,3.054791757755637,4.917045945424381,1.7381040412432023,Iris-virginica
+3,5.108947716198464,3.145772091764152,1.5100240936952722,0.2615326218824159,Iris-setosa
+4,5.1089477161730255,3.773836260499654,1.5100223881343255,0.2615308247015129,Iris-setosa
+5,5.108947716173026,4.392687845794896,1.5100224075835749,0.2615309841580792,Iris-setosa
+6,5.1089477161730255,4.089569892551054,1.510022389752182,0.26153084719837566,Iris-setosa
+7,5.1089477161730255,4.339824739609141,1.510022388958655,0.2615308550821936,Iris-setosa
+8,5.1089477161730255,4.502491642064095,1.5100223901777,0.261530896736923,Iris-setosa
+9,5.1089477161730255,4.42885238300703,1.5100223898136196,0.2615308798053102,Iris-setosa
+10,6.181448090622563,3.0557420162307656,4.917345862646649,1.7199923664327221,Iris-virginica
+11,5.10894771618459,3.0552378761612182,1.510022627632394,0.26153106520679925,Iris-setosa
+12,5.108947716173028,4.187412020468553,1.5100224197586078,0.2615309589211521,Iris-setosa
+13,6.185634229531171,3.0555376951151687,4.935830276243149,1.771210977690659,Iris-virginica
+14,6.180319843391428,3.0553179037560603,4.911207678407837,1.6935376734774195,Iris-virginica
+15,6.185598966241386,3.0562180974542903,4.937067306199025,1.7377744220621776,Iris-virginica
+16,6.17936796660821,3.0570570078581247,4.899667806220918,1.665786364864708,Iris-setosa
+17,6.182155799506098,3.0549989611662616,4.919988378790356,1.7304076023716382,Iris-virginica
+18,5.108947716173026,3.165926651357971,1.510022393937969,0.26153082112767373,Iris-setosa
+19,5.108947716173032,3.3096677817254574,1.5100224226199739,0.2615308485147633,Iris-setosa
+20,6.179396795658836,3.0541178906385142,4.90032245135536,1.6681498170733478,Iris-versicolor
+21,5.1089477161730255,4.422793345769186,1.5100223897141622,0.2615308737781851,Iris-setosa
+22,6.185982111854547,3.0559146490554374,4.9356173284805145,1.7489542767520245,Iris-virginica
+23,5.1089477161730255,3.716641384706149,1.5100223903438859,0.2615308258413239,Iris-setosa
+24,5.1089477161730255,3.4152652011753712,1.5100223863386368,0.26153081521810045,Iris-setosa
+25,5.1089477161730255,4.089263880569345,1.5100223926225884,0.26153085858147956,Iris-setosa
+26,5.1089477161730255,4.321337288471737,1.510022390374123,0.26153085936039067,Iris-setosa
+27,6.179723247030269,3.0543818414304047,4.904371474362541,1.6845048426609963,Iris-versicolor
+28,5.1089477161730255,4.259733779454874,1.5100223892653222,0.26153085130180076,Iris-setosa
+29,5.1089477161730255,3.1685612007242376,1.510022386705011,0.26153081307829046,Iris-setosa
+30,6.179800869492863,3.05624658584483,4.905970261235145,1.6785879005468078,Iris-versicolor
+31,6.182803608728022,3.0551223629972735,4.922177850179312,1.7540461537819683,Iris-virginica
+0,5.108947716173028,3.148805635161873,1.510022396951246,0.26153082765610547,Iris-setosa
+1,6.17936684116331,3.070237924990422,1.510097934473223,0.26164247707792804,Iris-setosa
+2,6.183508269024161,3.0564235861582167,4.927979183706749,1.7300249455237615,Iris-virginica
+3,6.188410644006839,3.0554659885492566,4.944675531477582,1.7879872654530193,Iris-virginica
+4,5.1089477161730255,4.440021923373754,1.510022390391437,0.26153088570628863,Iris-setosa
+5,5.108947723802521,3.054340593384255,4.89949959376324,1.665441249083552,Iris-setosa
+6,6.179441682201839,3.054262077773034,4.9012125014249515,1.6707799107962398,Iris-versicolor
+7,6.179366838542613,3.054007454001962,4.899511805013771,1.6654481795676166,Iris-versicolor
+8,6.179394932054342,3.0545032018432994,4.900391755290069,1.6674033245959627,Iris-versicolor
+9,6.179366953960531,3.054084331448031,4.899526883165697,1.665486513359941,Iris-versicolor
+10,6.179372014261622,3.056644005584057,4.89984264073518,1.6660556017164696,Iris-setosa
+11,5.108947716173363,3.054321295877963,1.5100224202202233,0.2615308218041768,Iris-setosa
+12,5.108947716173026,3.0852070304146375,1.5100223904684495,0.2615308128941879,Iris-setosa
+13,5.1089477161730255,4.211192860683504,1.5100223933394459,0.26153086487825733,Iris-setosa
+14,6.18353808560672,3.0558273769593756,4.926775284378027,1.7595636567833395,Iris-virginica
+15,5.108947716283182,3.054320236707112,4.899492414641932,1.6654285085531266,Iris-setosa
+16,6.186034038408253,3.056279314339836,4.93579272444699,1.7357776530898086,Iris-virginica
+17,6.181828353751113,3.055736106446815,4.918814777288844,1.7263053659211884,Iris-virginica
+18,5.1089477161730255,4.215075606649406,1.5100223883330586,0.26153083690986295,Iris-setosa
+19,5.108947716173048,3.99868958873461,1.5100224836213452,0.26153106288269656,Iris-setosa
+20,5.1089477161730255,4.460948300308814,1.5100223898181198,0.2615308895974258,Iris-setosa
+21,5.1089477161730255,3.8790536893136944,1.510022388555574,0.26153082666880906,Iris-setosa
+22,6.183896413058755,3.056221122679275,4.932009423194493,1.7256660101589052,Iris-virginica
+23,5.108947716178567,3.065315741261585,1.5100228005208538,0.2615311546734381,Iris-setosa

iris/lct_gan/4/13/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/lct_gan/4/13/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/lct_gan/4/13/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/lct_gan/4/14/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179367085161708,3.0600990040962817,4.899636253715522,1.6656860104634004,Iris-setosa
+1,5.108947716173026,3.1009012271081398,1.510022387438464,0.2615308142793859,Iris-setosa
+2,5.1089477161730255,3.542313880233013,1.510022386295598,0.261530820263167,Iris-setosa
+3,5.108947716173026,3.849685760642793,1.5100224016522383,0.26153086680804194,Iris-setosa
+4,6.1796417925041265,3.0548832415311646,4.904541436887404,1.6752046122480888,Iris-versicolor
+5,6.181474889816467,3.055776523678001,4.9170165183861165,1.7140362096914845,Iris-virginica
+6,5.10894771617303,3.6085451765086214,1.5100224151284654,0.26153088337509867,Iris-setosa
+7,6.179388033438798,3.054361332843017,4.900161628694581,1.6675460001530855,Iris-versicolor
+8,6.1797217620835845,3.054165209032134,4.903479272920531,1.6809166859335751,Iris-virginica
+9,5.108947716173026,3.43328139901266,1.5100223947656366,0.26153082541202094,Iris-setosa
+10,6.179372654539758,3.0540231666377773,4.899694373088305,1.6657302053754097,Iris-versicolor
+11,5.1089477161730255,4.279981881347647,1.510022388609999,0.2615308502880894,Iris-setosa
+12,5.1089477161730255,4.390413568868206,1.5100223896518026,0.2615308692629744,Iris-setosa
+13,6.1795081140994235,3.0551689131863946,4.902573934017029,1.6720539497956681,Iris-versicolor
+14,5.1089477161730255,4.112722738480309,1.5100223922410856,0.26153085193980097,Iris-setosa
+15,5.1089477161730255,3.993117903912082,1.5100223901304899,0.2615308339350041,Iris-setosa
+16,5.108947716173032,3.9197022293669037,1.510022436328337,0.2615309324520757,Iris-setosa
+17,6.179366958015647,3.0786040411021736,1.5101189419756502,0.2616772052576575,Iris-setosa
+18,6.180627003081434,3.0545477295810737,4.910692999930696,1.7120061812471732,Iris-virginica
+19,6.184717779296999,3.055388301162048,4.932354236856482,1.7516916415704873,Iris-virginica
+20,5.1089477161730255,4.088918921608146,1.5100223894645854,0.2615308437120251,Iris-setosa
+21,6.180637459364949,3.0545719426503335,4.911416516109186,1.7104712047408832,Iris-virginica
+22,6.1802736209781175,3.054528305344559,4.909028765921098,1.7065129262736098,Iris-virginica
+23,6.179369068330702,3.0594300021443495,4.899736227800294,1.6661108213326588,Iris-setosa
+24,6.180821024030404,3.054575878229973,4.910976290868527,1.7290178562827072,Iris-virginica
+25,6.179962414776806,3.0550669834496604,4.906649678285156,1.6860081159802291,Iris-versicolor
+26,5.1089477161758285,3.0551265215999686,1.5100224985445119,0.2615309785115705,Iris-setosa
+27,6.17966609161584,3.0546982121362403,4.904387993947973,1.6768020856643178,Iris-versicolor
+28,6.185312259939205,3.0553864967530924,4.932751879423377,1.7746307065467768,Iris-virginica
+29,6.184794942667535,3.0548851610487935,4.926047342340464,1.7902458818042568,Iris-virginica
+30,6.180099157629715,3.054674668538624,4.908079180738292,1.700151476406652,Iris-virginica
+31,5.1089477161730255,4.091421625660576,1.5100223877879388,0.2615308340497963,Iris-setosa
+0,5.1089477161730255,4.1920695846507705,1.5100223885791886,0.2615308465552053,Iris-setosa
+1,5.108947716173026,3.951203123370921,1.5100223961819954,0.2615308633841922,Iris-setosa
+2,6.184649803345064,3.0559406563710865,4.931316812988454,1.7421518436118508,Iris-virginica
+3,6.180828962453677,3.0555055700351246,4.9132034899311225,1.714939566182791,Iris-virginica
+4,6.181592021037473,3.05469159036892,4.915590364640199,1.725387307921095,Iris-virginica
+5,6.179377640708824,3.060620599732103,4.900092258708107,1.6667585853563338,Iris-setosa
+6,6.179852797179484,3.0543905495172807,4.905503308480119,1.6967145370625518,Iris-virginica
+7,6.17954595640508,3.0549347739939616,4.902932579270298,1.6729775775501308,Iris-versicolor
+8,6.179811887048664,3.0544187535320435,4.905379169464717,1.6861928995247564,Iris-versicolor
+9,6.181474564408391,3.0554976428308005,4.918018124219099,1.7246020659484511,Iris-virginica
+10,5.1089477161730255,3.2355825256602007,1.5100223874848724,0.26153081651446036,Iris-setosa
+11,6.1857737140386275,3.056101241422899,4.933646112445699,1.7573478529483688,Iris-virginica
+12,6.180712727804254,3.0557231691978406,4.91412081214901,1.6975353125754078,Iris-virginica
+13,5.1089477161730255,4.387127700818143,1.510022395976987,0.26153091017038355,Iris-setosa
+14,5.10894771617304,3.9890134280523615,1.5100224608979096,0.26153105094781337,Iris-setosa
+15,5.1089477161730255,4.444568210471713,1.5100223894207612,0.2615308811909583,Iris-setosa
+16,5.108947716173044,3.140489978506891,1.5100224247943068,0.2615308669830874,Iris-setosa
+17,6.179548088910786,3.054081490784309,4.901959925997224,1.6732372887077656,Iris-versicolor
+18,5.108947716178722,3.056021377334696,1.51002261580646,0.2615309779316102,Iris-setosa
+19,5.1089477161730255,4.028578716600621,1.510022389162013,0.2615308345247664,Iris-setosa
+20,6.1811736349671245,3.0545604177465497,4.912606560200877,1.7331802299302177,Iris-virginica
+21,6.17961589589497,3.0545990962229843,4.903289261144634,1.6822177874057778,Iris-versicolor
+22,6.179368448623247,3.0541892820642462,4.899576694217626,1.6657979035130068,Iris-versicolor
+23,5.108947716173026,3.8679157289713446,1.5100223949950933,0.2615308465043695,Iris-setosa
+24,5.108947716173043,3.0576003175780495,1.5100224007683252,0.2615308149411689,Iris-setosa
+25,6.184603575180031,3.0555607026625586,4.930326461750832,1.751135581307388,Iris-virginica
+26,6.179381846590783,3.0542351117802298,4.900051550204312,1.6668808165258424,Iris-versicolor
+27,5.108947716174839,3.91435881711861,1.510023497962867,0.261532182262412,Iris-setosa
+28,5.108947716176247,3.539157783930748,1.5100234820220177,0.2615320763959055,Iris-setosa
+29,6.181397027350166,3.054769395732457,4.914641600218965,1.7160306230292899,Iris-virginica
+30,5.108947716173026,4.148106790587578,1.5100223972982822,0.26153088217111614,Iris-setosa
+31,5.108947717922517,3.284230716055967,1.510040540891135,0.26155037130921266,Iris-setosa
+0,5.1089477161730255,3.237618149303175,1.510022386507268,0.2615308155167695,Iris-setosa
+1,6.182330506866984,3.0564312491358128,4.922102449549471,1.717230420795973,Iris-virginica
+2,6.181007068211283,3.054369514815839,4.910307299835527,1.708034770606605,Iris-virginica
+3,5.1089477161730255,4.433536530048263,1.5100223928849459,0.2615309058616724,Iris-setosa
+4,5.108947716173027,4.093161463479816,1.5100224122133095,0.2615308947870103,Iris-setosa
+5,5.108947716173554,3.0574854825893323,1.5100224582292883,0.2615308812358178,Iris-setosa
+6,6.181351403290325,3.056404382932368,4.918194630167893,1.7013834178183787,Iris-virginica
+7,5.1089477161730255,3.5138055155208354,1.5100223889759274,0.2615308220471525,Iris-setosa
+8,5.1089477161730255,4.079219990337359,1.5100223904887267,0.2615308408834923,Iris-setosa
+9,6.183888737471786,3.0551212863689448,4.92627189645342,1.768345292778859,Iris-virginica
+10,5.108947716173891,3.055472574294807,1.5100224695043094,0.26153086274312976,Iris-setosa
+11,5.1089477161730255,4.158269479410443,1.510022389500856,0.26153084101086677,Iris-setosa
+12,6.183243825375222,3.055490169017808,4.924488361231635,1.7563190148707473,Iris-virginica
+13,5.108947716173032,3.2099865295254615,1.510022408254756,0.2615308565485933,Iris-setosa
+14,5.1089477161730255,4.177526906150309,1.5100223903250936,0.26153085148539773,Iris-setosa
+15,5.108947716174864,3.0545107906140365,1.5100224643320777,0.2615308791133094,Iris-setosa
+16,6.183719168665216,3.0562482585428996,4.927425865338106,1.7218947566779117,Iris-virginica
+17,6.180926648494152,3.0549811175106916,4.914145614782069,1.7152440401067766,Iris-virginica
+18,5.1089477161730255,3.1879432217364547,1.5100223857458477,0.2615308131443783,Iris-setosa
+19,6.187232477834707,3.0560356111661604,4.941265975341684,1.7473482429532656,Iris-virginica
+20,6.1887583729509394,3.055890997644059,4.94612201666018,1.754872511691969,Iris-virginica
+21,6.185568305724223,3.055185803774345,4.933495808333027,1.7901227754284161,Iris-virginica
+22,5.1089477161731205,3.071493552941634,1.5100224419723332,0.2615308630866576,Iris-setosa
+23,5.1089477161735,3.4971580515785035,1.5100227864460083,0.26153133503456294,Iris-setosa
+24,5.1089477161751375,3.097505395661618,1.5100227970825848,0.26153114009331435,Iris-setosa
+25,6.187222204211966,3.055642651183702,4.939909689510927,1.7858490801031872,Iris-virginica
+26,5.10894771740006,3.0559783713657858,1.5100255240921832,0.2615350870867249,Iris-setosa
+27,5.108947716173056,3.0563216530004205,1.5100224013380328,0.2615308191780865,Iris-setosa
+28,5.108947716173669,3.3193917760987866,1.5100227351722386,0.26153134844802073,Iris-setosa
+29,6.183932887696226,3.0561322553621357,4.9291352005869795,1.741736175253565,Iris-virginica
+30,5.1089477161730255,3.6420604948407185,1.5100223913991166,0.26153083163326707,Iris-setosa
+31,5.108947716173026,3.8530862028759074,1.5100223974921256,0.2615308563102409,Iris-setosa
+0,5.1089477353818715,3.3322645255778496,1.51007151635044,0.26162638820275513,Iris-setosa
+1,5.1089477161730255,4.230651204381058,1.5100223892437894,0.261530846638609,Iris-setosa
+2,5.108947716173026,3.8618455640250757,1.5100223974584779,0.26153084466417,Iris-setosa
+3,6.179366504846385,3.0540668453814797,4.899497048080992,1.665437364986653,Iris-versicolor
+4,5.108947716175199,3.0841524932915574,1.510022780667333,0.261531070745472,Iris-setosa
+5,5.108947716173026,3.5984542511016686,1.5100223946865328,0.2615308346143515,Iris-setosa
+6,5.108947716173026,3.152854614151678,1.5100223909836963,0.2615308199559358,Iris-setosa
+7,5.108947716179283,3.4475935897006353,1.5100239024808972,0.26153226816385433,Iris-setosa
+8,5.1089477161730255,4.225982615524752,1.5100223901500605,0.2615308535553497,Iris-setosa
+9,5.1089477161730255,4.360236356995172,1.510022389103584,0.2615308642600292,Iris-setosa
+10,6.180604885354176,3.054521625368875,4.911211899467355,1.7080931459717206,Iris-virginica
+11,5.108947716175283,3.054318936452011,1.5100224617567142,0.26153087847330664,Iris-setosa
+12,6.179368615515633,3.054364269673797,4.899618672807208,1.665674445739377,Iris-versicolor
+13,5.108947716173026,3.926397812740437,1.5100224001185143,0.26153085841942364,Iris-setosa
+14,5.108947716173029,4.243866079377045,1.5100224268637983,0.26153098551644355,Iris-setosa
+15,6.189388984870192,3.0557756996045415,4.946681266399125,1.7612950220864325,Iris-virginica
+16,6.179371979596735,3.0542234420598744,4.899692736523928,1.6658867673901288,Iris-versicolor
+17,5.1089477161730255,4.501409060282338,1.510022390198767,0.2615309002076491,Iris-setosa
+18,5.108947716173026,3.2987274927591717,1.510022391183523,0.26153083090284884,Iris-setosa
+19,6.18503602316693,3.05564603843754,4.932610189398833,1.754418774713061,Iris-virginica
+20,6.186845323445029,3.0554557316017243,4.937706790462637,1.7987359802899805,Iris-virginica
+21,5.1089477161730255,3.7996435285429766,1.5100223946252194,0.26153083280926936,Iris-setosa
+22,5.108947716173102,4.067663040862477,1.5100225939704102,0.2615313147553797,Iris-setosa
+23,5.108947716176678,3.0543770690237877,1.5100224910784088,0.261530901597872,Iris-setosa

iris/lct_gan/4/14/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/lct_gan/4/14/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/lct_gan/4/14/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/lct_gan/4/15/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.180032222086006,3.054569827125977,4.9068844512705345,1.697649293314303,Iris-virginica
+1,6.185427405247182,3.055759687625803,4.935181071035803,1.7491461989785815,Iris-virginica
+2,6.19093013285819,3.0555421827435305,4.949740396427229,1.7904861043273246,Iris-virginica
+3,5.108947716173069,4.092057965727592,1.5100225389261246,0.2615312012043964,Iris-setosa
+4,5.108947716173026,3.6841777378546263,1.5100223936106483,0.26153083768696234,Iris-setosa
+5,6.1797688272985845,3.055188443727379,4.904955569726817,1.6814783236998414,Iris-versicolor
+6,5.1089477161730255,4.331462369761497,1.5100223903816004,0.26153086395118,Iris-setosa
+7,5.108947716173149,3.0553542230580915,1.5100224154630315,0.26153082353214213,Iris-setosa
+8,6.1811242034410645,3.0548894969429945,4.914232559228015,1.7306696194083975,Iris-virginica
+9,5.108947716173031,3.6590988710586747,1.510022427099615,0.26153088813200603,Iris-setosa
+10,6.181853926956582,3.0548898981128216,4.917319284041882,1.7451203477309085,Iris-virginica
+11,6.1802141862474365,3.0544532864863143,4.908068452993693,1.7064894775954806,Iris-virginica
+12,5.108947716173029,4.259622914507965,1.5100224309701806,0.26153098372633643,Iris-setosa
+13,5.108947716173026,3.2444948284037625,1.5100223931311259,0.2615308202581677,Iris-setosa
+14,5.108947716173122,3.055993086560795,1.5100224140412644,0.26153082465002186,Iris-setosa
+15,5.1089477161730255,3.733794592692999,1.5100223875112644,0.2615308237963454,Iris-setosa
+16,6.183605675670343,3.0553017002984704,4.924933789318989,1.7774817486775218,Iris-virginica
+17,5.1089477161730255,4.244016818612479,1.5100223890872266,0.2615308476704288,Iris-setosa
+18,6.179778394287317,3.054427157219868,4.905022738899758,1.6939541868625085,Iris-versicolor
+19,5.1089477161730255,4.497357131934629,1.5100223901439334,0.26153089761670817,Iris-setosa
+20,5.108947716173043,4.110740048728109,1.5100224818249377,0.26153110041055705,Iris-setosa
+21,6.183146779170338,3.0564181358027662,4.926154538491966,1.723128724196375,Iris-virginica
+22,5.108947716173026,4.360883412633264,1.5100224047194457,0.2615309495660833,Iris-setosa
+23,5.1089477161730255,4.395249794591259,1.5100223894384572,0.2615308661894036,Iris-setosa
+24,5.1089477161730255,3.9919765925580775,1.510022393557497,0.26153084416763045,Iris-setosa
+25,5.108947716173033,4.375796499576232,1.51002244920216,0.2615311318083788,Iris-setosa
+26,5.1089477161730255,4.297076926451105,1.5100223905909114,0.26153086283784516,Iris-setosa
+27,5.1089477161730255,4.284441928705307,1.5100223890815152,0.2615308474298573,Iris-setosa
+28,5.1089477161730255,3.7003076603208216,1.510022392577856,0.26153083021644263,Iris-setosa
+29,5.1089477161730255,4.149408423370383,1.5100223914741304,0.2615308516762044,Iris-setosa
+30,6.181991832528975,3.054858448994377,4.918159021622467,1.7470848229762537,Iris-virginica
+31,5.1089477161730255,4.331071457485873,1.510022388887455,0.26153085275319704,Iris-setosa
+0,5.1089477161730255,4.200602373292269,1.5100223943156994,0.26153086379565305,Iris-setosa
+1,5.108947716173423,3.963884486568494,1.5100228852356345,0.2615316317777078,Iris-setosa
+2,6.179433070429385,3.0540801714681067,4.900986139096082,1.6694902184093763,Iris-versicolor
+3,5.1089477161730255,4.262822645852066,1.5100223886367727,0.2615308403940344,Iris-setosa
+4,5.1089477161730255,4.378128269663121,1.51002239661244,0.2615309195091926,Iris-setosa
+5,6.1843776614508545,3.0554684226348554,4.929781366631473,1.7497944944066604,Iris-virginica
+6,5.108947716173026,3.0775448561645353,1.5100223896620688,0.26153081324565436,Iris-setosa
+7,6.179450676131611,3.0540651070669385,4.900883307539664,1.6707202067161988,Iris-versicolor
+8,5.108947716173091,3.1269742818839346,1.5100224499339558,0.26153094148236034,Iris-setosa
+9,5.1089477161735015,3.0551332451941926,1.510022448582976,0.26153083219226464,Iris-setosa
+10,6.179372912776318,3.054028460327141,4.899760051284338,1.665968574202494,Iris-versicolor
+11,6.184873242090477,3.055471475932672,4.928778811841777,1.7651924814624294,Iris-virginica
+12,5.108947716173166,3.18146185962941,1.5100224940677682,0.2615310476762489,Iris-setosa
+13,6.185740339405467,3.055922437606132,4.935184923143452,1.7619138949210276,Iris-virginica
+14,5.1089477161730255,4.220887464512124,1.510022389376847,0.26153084938703103,Iris-setosa
+15,6.183727884093955,3.055484929460147,4.926568812033364,1.7616448697083087,Iris-virginica
+16,5.108947716173028,4.4247556347226045,1.510022419876302,0.26153106087654143,Iris-setosa
+17,5.108947716173028,3.24027923001129,1.5100224022903812,0.2615308403307559,Iris-setosa
+18,5.1089477161730255,3.3471911100190006,1.5100223881486747,0.2615308169490033,Iris-setosa
+19,5.108947716684266,3.294792431108517,1.5100310992529429,0.2615438157412365,Iris-setosa
+20,6.179366524889215,3.344167412840135,1.5100712634157096,0.2616332655132314,Iris-setosa
+21,5.108947716173028,3.0817946104398146,1.5100223921474247,0.2615308194753747,Iris-setosa
+22,5.10894771617303,3.132806991320659,1.5100224027944917,0.26153083468112803,Iris-setosa
+23,6.182667551898781,3.0561982907128606,4.923516488854571,1.7200985853231032,Iris-virginica
+24,6.179366546437795,3.0542903199980405,4.899509425563986,1.6654613148490334,Iris-setosa
+25,5.108947716173026,3.391942657692624,1.5100223940511992,0.26153082121211857,Iris-setosa
+26,5.1089477161730255,4.167595735483303,1.5100223881539538,0.2615308332465697,Iris-setosa
+27,6.179688763186075,3.0543791322008653,4.904737899458426,1.684776195775739,Iris-versicolor
+28,6.183304931678564,3.0562258656798518,4.926847905362007,1.7238425923993306,Iris-virginica
+29,6.179367579286987,3.054085143478597,4.899557982270553,1.6655431516242665,Iris-versicolor
+30,5.1089477161730255,4.2361619959102566,1.5100223886872455,0.26153084337568994,Iris-setosa
+31,5.1089477161730255,4.418558634507149,1.5100223893028553,0.2615308694131347,Iris-setosa
+0,6.179380632653187,3.054023224814697,4.899816926519372,1.6658346321268698,Iris-versicolor
+1,6.182571475817815,3.054919723836737,4.91968388875361,1.7576501702595473,Iris-virginica
+2,6.179366853655247,3.054039737502645,4.899516590433893,1.6654588058443478,Iris-versicolor
+3,6.180668945428633,3.055018885330613,4.912708378409882,1.7139733710187746,Iris-virginica
+4,5.1089477161730255,4.324206485661858,1.5100223930932473,0.26153087613211246,Iris-setosa
+5,5.108947717156568,3.0859871227010913,1.510029650897146,0.26153705267237704,Iris-setosa
+6,6.183921826261752,3.0556270501348792,4.92945390308746,1.7455784631884652,Iris-virginica
+7,5.108947716173026,3.465349780387808,1.5100223939359758,0.2615308298791646,Iris-setosa
+8,5.1089477161742485,3.1603745945766937,1.5100227792587282,0.26153124272904804,Iris-setosa
+9,6.18324792827084,3.0550575046931088,4.921487089422684,1.7763797684729632,Iris-virginica
+10,5.108947716173026,3.236021258747613,1.5100223905736865,0.26153082428278673,Iris-setosa
+11,6.179403063247477,3.054153538494245,4.900432463793864,1.6689065862919987,Iris-versicolor
+12,6.179989791975282,3.054372993759169,4.905619570529454,1.6993555851386954,Iris-virginica
+13,6.189408604171058,3.0557192925309007,4.945374810957659,1.775734885778615,Iris-virginica
+14,6.182205027630323,3.054686425722454,4.916498267641939,1.7392085336896086,Iris-virginica
+15,6.183577227300638,3.056371388399484,4.92813905868104,1.7316238602164011,Iris-virginica
+16,5.1089477161730255,3.1029242805619663,1.510022386167378,0.26153081227368047,Iris-setosa
+17,5.1089477161730255,3.2403794824214596,1.510022389888103,0.26153081525917987,Iris-setosa
+18,5.1089477161730255,4.471960301173844,1.5100223903788366,0.2615308983943032,Iris-setosa
+19,6.179372678525695,3.054033652351536,4.899712837414545,1.665999253273754,Iris-versicolor
+20,5.108947716173026,3.9364034772332936,1.5100223971632498,0.2615308458660474,Iris-setosa
+21,6.182866857809559,3.0549422560577506,4.920508630629417,1.76318633562893,Iris-virginica
+22,6.180403985780439,3.0545081133814884,4.909146979819621,1.7000121252877471,Iris-virginica
+23,5.1089477161730255,4.5049502474201715,1.5100223899628191,0.2615308959248829,Iris-setosa
+24,5.1089477161730255,3.921978257877327,1.5100223867792073,0.26153082687178064,Iris-setosa
+25,6.1795807136521885,3.0556470203829478,4.9035878878170385,1.6744724413844774,Iris-versicolor
+26,5.1089477161730255,4.289276711947638,1.510022388408786,0.2615308430049268,Iris-setosa
+27,5.108947716173059,3.1881217029672007,1.5100224548439372,0.26153088330078483,Iris-setosa
+28,6.181969594799863,3.0549416396628777,4.918352585341781,1.743821610049899,Iris-virginica
+29,5.108947716173036,3.066056617713324,1.510022402104894,0.2615308193080268,Iris-setosa
+30,6.180543124487348,3.0544208829921966,4.9096142659601805,1.7083383016242346,Iris-virginica
+31,5.1089477161730255,4.434565018802951,1.5100223894210425,0.26153087025179766,Iris-setosa
+0,6.180215671411989,3.054813028359426,4.908958412584092,1.7039535913105515,Iris-virginica
+1,6.179372097264674,3.0540630263066086,4.899699991958523,1.66595917552238,Iris-versicolor
+2,5.108947717964483,3.6384936006357345,1.5100443618491184,0.26156622982847,Iris-setosa
+3,6.179402702220659,3.054047190911896,4.900265142704476,1.6672503614900398,Iris-versicolor
+4,5.10894771617335,3.0554767615740506,1.5100224308505266,0.2615308412819095,Iris-setosa
+5,6.180233816441717,3.0548070711333954,4.9096245372050085,1.704132665214516,Iris-virginica
+6,6.17952378606263,3.0542977703415417,4.902291931088609,1.676745688281826,Iris-versicolor
+7,6.180756517761692,3.054659028801615,4.912010430908586,1.7127092337595766,Iris-virginica
+8,6.179424444571747,3.054524356734698,4.900951750847238,1.6690463330074286,Iris-versicolor
+9,5.1089477161730255,4.257060656608589,1.510022388684134,0.2615308401267403,Iris-setosa
+10,5.1089477161768455,3.146657201798874,1.5100230738578488,0.26153135633290114,Iris-setosa
+11,6.187860860874216,3.055872474002111,4.942204607656718,1.7621554094541882,Iris-virginica
+12,6.179374634842678,3.054319045649291,4.899774795069054,1.6667097336716772,Iris-versicolor
+13,6.179366817347624,3.0654918068200954,1.5100909650227656,0.2616204936477315,Iris-setosa
+14,6.183238131169621,3.055346808811825,4.924429760418677,1.753014503298538,Iris-virginica
+15,5.108947716174203,3.113561213900551,1.5100227474287407,0.26153104104492775,Iris-setosa
+16,5.1089477162170605,3.0994663322893596,1.5100241512871342,0.26153228702129794,Iris-setosa
+17,5.1089477161730255,4.388845798392217,1.5100223911048662,0.26153088012635134,Iris-setosa
+18,5.108947716182489,3.0669488508015665,1.510022981212252,0.2615312464570469,Iris-setosa
+19,5.108947716232994,3.0621882152541087,1.5100232810051215,0.26153282643645037,Iris-setosa
+20,6.182982393188921,3.0556516135611336,4.924650190400148,1.7484261708891213,Iris-virginica
+21,5.108947716197254,3.0542502078702425,4.899491791157458,1.6654278220131318,Iris-setosa
+22,6.1830859723051725,3.0548812203878706,4.924363231830601,1.752325007104157,Iris-virginica
+23,5.108947716173715,3.05483538016973,1.5100224391160715,0.261530851148903,Iris-setosa

iris/lct_gan/4/15/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/lct_gan/4/15/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/lct_gan/4/15/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/lct_gan/4/16/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.1793673888460185,3.054022472993878,4.8995362182385165,1.6655075389838667,Iris-versicolor
+1,5.108947716460991,3.0541247670485583,4.899492888890805,1.66542818601031,Iris-setosa
+2,6.179431173052584,3.0559457273911352,4.9010493063723874,1.6688482097033888,Iris-versicolor
+3,6.180078756443133,3.0544161049257346,4.907538334037169,1.6949203689759182,Iris-virginica
+4,6.183071060353705,3.055703994547921,4.923031442215249,1.7450643214750532,Iris-virginica
+5,5.1089477161730255,3.9566321056363223,1.5100223932997598,0.26153084723309705,Iris-setosa
+6,6.179367992407901,3.054024456345128,4.899553107075053,1.6655445389777102,Iris-versicolor
+7,5.108947716173026,4.421162621313122,1.5100223990495736,0.2615309396445223,Iris-setosa
+8,6.179492381786702,3.0544030635104544,4.902072281221471,1.6732547332910113,Iris-versicolor
+9,5.108947716173026,3.49944340469645,1.5100223975819858,0.26153083153489265,Iris-setosa
+10,5.108947716173189,3.857495402788121,1.5100226557824101,0.26153137878785554,Iris-setosa
+11,6.181397888539939,3.054513228875343,4.914051396043552,1.722755046166115,Iris-virginica
+12,5.108947716173034,4.292085427981777,1.5100224531663178,0.2615311370535562,Iris-setosa
+13,5.1089477161730255,4.212241853271308,1.5100223885940518,0.2615308419332525,Iris-setosa
+14,6.1840924077201285,3.0553778630994697,4.9269608546612975,1.7747021716707143,Iris-virginica
+15,5.108947716291913,3.769561417363248,1.5100295723401478,0.2615404504356226,Iris-setosa
+16,5.108947716173027,3.1712009275659523,1.5100223947722333,0.2615308268510102,Iris-setosa
+17,5.1089477161734065,4.214259059526495,1.5100228922566536,0.2615320023905144,Iris-setosa
+18,5.108947716175742,3.074542926599331,1.5100226481479833,0.261531232304279,Iris-setosa
+19,5.108947716173026,4.213403874527106,1.5100223986326007,0.26153089520950656,Iris-setosa
+20,6.180979938380464,3.05479796708375,4.91351072521991,1.7266249230842152,Iris-virginica
+21,6.184464876392771,3.0557183869556708,4.931171708595766,1.7469635763119107,Iris-virginica
+22,6.17961586641739,3.0542337738431375,4.902671728540132,1.6815632227923607,Iris-versicolor
+23,6.179381790188768,3.0540513844389796,4.899862671152667,1.6662252761756362,Iris-versicolor
+24,6.187052147729018,3.055602993327656,4.942266647851506,1.7689970400924895,Iris-virginica
+25,5.108947716173026,3.781069064907743,1.5100223950570684,0.2615308496176467,Iris-setosa
+26,6.1811238182499295,3.0546126093674952,4.913701015273065,1.7241235262909378,Iris-virginica
+27,6.188134295686,3.055730988135615,4.940230083561925,1.7695640954919871,Iris-virginica
+28,6.1861634145242785,3.0557371190811606,4.934493272837615,1.7667420257087842,Iris-virginica
+29,6.179504676072463,3.0543294215541916,4.902403590424293,1.6735114468873507,Iris-versicolor
+30,6.1796186126035995,3.0550327658871184,4.903643221998935,1.6761929502138713,Iris-versicolor
+31,5.1089477161730255,3.5863081512862434,1.5100223896582103,0.26153083085342166,Iris-setosa
+0,5.1089477161730255,4.531014019446143,1.5100223902978478,0.26153092260145583,Iris-setosa
+1,5.108947718260529,3.0632566209599768,1.5100286371221843,0.26154050939155715,Iris-setosa
+2,6.186965674585051,3.0558485368314376,4.938196908626803,1.7516270736923496,Iris-virginica
+3,6.179443175024462,3.0540610404367277,4.900839429235131,1.6703025970801217,Iris-versicolor
+4,5.1089477161730255,3.933396626168573,1.5100223872827654,0.26153082308030967,Iris-setosa
+5,6.179371311440989,3.055861594220059,4.899757990733097,1.6660942735708129,Iris-setosa
+6,5.1089477161730255,3.78992682384901,1.510022389093964,0.2615308225026852,Iris-setosa
+7,5.108947716173026,3.0774059497787722,1.5100223869265015,0.2615308116740621,Iris-setosa
+8,5.1089477161730255,4.507533421290015,1.5100223904286176,0.26153091370917936,Iris-setosa
+9,5.108947716173236,3.179249094202074,1.5100225133699072,0.2615311107133839,Iris-setosa
+10,6.185108327900326,3.056307714185242,4.93335493437999,1.7325559802455381,Iris-virginica
+11,5.1089477161730255,4.411146756420874,1.5100223892112832,0.26153086682798776,Iris-setosa
+12,5.108947716173026,3.762637149278131,1.5100223988758157,0.2615308522466305,Iris-setosa
+13,5.108947716174592,3.4328233341077157,1.5100230571146758,0.2615317169995008,Iris-setosa
+14,5.108947716173034,3.97431341611888,1.510022452918808,0.26153095700307516,Iris-setosa
+15,5.108947719071668,3.219515698846294,1.5100417020159806,0.2615569845525824,Iris-setosa
+16,5.1089477161730255,4.544390143179967,1.5100223911600477,0.2615309544654654,Iris-setosa
+17,6.186497238242702,3.055533376024419,4.937135080781336,1.7733275773365116,Iris-virginica
+18,6.17945848954206,3.054130711659423,4.901335949828115,1.6716434258235295,Iris-versicolor
+19,6.179369778576558,3.054059419922431,4.899630079561016,1.6657770118107398,Iris-versicolor
+20,5.10894772652823,3.201735655710042,1.5100569362835887,0.26157661914089175,Iris-setosa
+21,6.182400112473722,3.0548106849822796,4.919434557021281,1.7538354060548123,Iris-virginica
+22,6.183728669465563,3.0552603776932936,4.926694909151376,1.7692974846415634,Iris-virginica
+23,5.108947716178178,3.055560724195125,1.5100225460849486,0.261531082713262,Iris-setosa
+24,5.108947738066413,3.06987383384072,1.5100488547637003,0.2615615236417863,Iris-setosa
+25,6.17938046701882,3.0562493991652113,4.899979928888385,1.66696305584348,Iris-versicolor
+26,6.190217594096131,3.0556660560773787,4.946844827765395,1.7818236334243314,Iris-virginica
+27,6.179454479648967,3.05510086926981,4.901451068087572,1.6724309308529939,Iris-versicolor
+28,5.108947716757482,3.0596606811338285,1.5100257363887202,0.26153326969507595,Iris-setosa
+29,5.1089477161731125,4.304440893570547,1.5100226405419874,0.2615315331934125,Iris-setosa
+30,5.1089477161730255,3.391646382455787,1.5100223876126484,0.26153082131858724,Iris-setosa
+31,5.1089477161730255,4.350084383743383,1.5100223916760664,0.26153087810554304,Iris-setosa
+0,6.181031001827155,3.0551941396949562,4.915940401472503,1.7114068875857313,Iris-virginica
+1,5.1089477161730255,4.4567782946105865,1.5100223899836611,0.2615308832583637,Iris-setosa
+2,6.1807876994198025,3.0544616382041823,4.910603270367145,1.709002776542343,Iris-virginica
+3,6.179366506077656,3.062517509776219,1.5100340034085473,0.2615559190199232,Iris-setosa
+4,5.108947716173026,3.695385813063492,1.5100223970536262,0.26153084382324804,Iris-setosa
+5,6.179387592139769,3.0567452279659175,4.900105134698413,1.6677676475840761,Iris-versicolor
+6,5.108947716559961,3.054044362196736,4.899492701127473,1.6654281830187325,Iris-setosa
+7,5.1089477161730255,3.691726754643815,1.5100223877792627,0.2615308221229334,Iris-setosa
+8,6.179368681122753,3.0540784722693846,4.89959544646385,1.6656029259532779,Iris-versicolor
+9,6.181277586376708,3.0553670162199844,4.916234182524915,1.7283007776304296,Iris-virginica
+10,5.108947716177904,3.141374612007803,1.5100230682974456,0.2615317874795755,Iris-setosa
+11,6.184979963041751,3.0562109430074957,4.933057309036705,1.7344417733812743,Iris-virginica
+12,6.180825852165983,3.0555417089264463,4.913015673106175,1.7052788869768079,Iris-virginica
+13,5.108947716177189,3.088540703177374,1.510022944355877,0.2615312209883362,Iris-setosa
+14,5.108947716173026,3.413064671075587,1.5100223942045377,0.26153082660797755,Iris-setosa
+15,5.108947716173334,3.7310005590519215,1.510022775426424,0.2615313181119688,Iris-setosa
+16,6.18774086111217,3.0559373415632667,4.942415635618951,1.749784843482783,Iris-virginica
+17,6.182191395001449,3.0556809364895576,4.918790870458416,1.743715952335619,Iris-virginica
+18,5.108947716176506,3.0546420477064515,1.51002249972628,0.2615308974144473,Iris-setosa
+19,5.108947716173035,3.0619644600915987,1.5100223963263766,0.2615308190551986,Iris-setosa
+20,5.1089477161730255,4.371059083782626,1.510022389109811,0.2615308606253443,Iris-setosa
+21,5.108947716179138,3.9676042322128264,1.5100243038223398,0.261533546622468,Iris-setosa
+22,5.108947731583646,3.1432926283944234,1.5100576605651095,0.261572927589007,Iris-setosa
+23,5.108947716173034,3.607977251241557,1.5100224391377386,0.26153090101728504,Iris-setosa
+24,5.1089477161730255,3.209959804994231,1.5100223866420839,0.2615308164499129,Iris-setosa
+25,5.1089477161730485,3.508936267292685,1.5100224653484664,0.26153093564511043,Iris-setosa
+26,5.1089477161730255,3.5487971098374205,1.5100223888131477,0.2615308200395716,Iris-setosa
+27,5.108947716173029,3.070283862205732,1.5100223940507864,0.26153081575955356,Iris-setosa
+28,5.1089477161730255,4.307553457865312,1.5100223885236381,0.2615308476246207,Iris-setosa
+29,5.1089477161730255,3.9562912680486138,1.5100223906525794,0.26153083968905544,Iris-setosa
+30,6.180876789597657,3.05535539658297,4.915718206462811,1.7079410411471239,Iris-virginica
+31,6.180640719110289,3.0551030284630163,4.911467430685431,1.7156533299808907,Iris-virginica
+0,5.108947720552931,3.0555836135146377,4.899501870657522,1.6654417653806675,Iris-setosa
+1,5.108947716173028,4.422092197104024,1.5100224226270942,0.2615310576630652,Iris-setosa
+2,5.1089477161730255,3.888163264175263,1.5100223880869554,0.26153082695517293,Iris-setosa
+3,6.186256108592222,3.0560047986671024,4.93431953715455,1.753586961649334,Iris-virginica
+4,6.184289232023947,3.0559346260450106,4.929035739917883,1.7530896813201673,Iris-virginica
+5,6.1793969408653275,3.0544588075772525,4.900300959762426,1.6674959673884955,Iris-versicolor
+6,6.179367956073258,3.054036777645728,4.899579388923214,1.6656655217241139,Iris-versicolor
+7,5.108947716173033,3.062920294344347,1.510022394773542,0.2615308166086303,Iris-setosa
+8,6.179367036725077,3.0609978507010474,4.8996456362538865,0.26162352756740864,Iris-setosa
+9,6.186414745988112,3.0555847909636755,4.93943407303124,1.7715307762899155,Iris-virginica
+10,6.179366737728807,3.066349935542699,1.5100777639775085,0.2616232426980733,Iris-setosa
+11,6.190271161110905,3.055808632155832,4.94983714311139,1.760735399007622,Iris-virginica
+12,6.183026351340677,3.055230833502655,4.9234769375268845,1.7634401568844926,Iris-virginica
+13,5.1089477161730255,4.554974448510965,1.5100223906971695,0.261530937484669,Iris-setosa
+14,5.108947716173028,3.0616259456062136,1.5100223906244514,0.26153081292428426,Iris-setosa
+15,6.1803792601697625,3.054668030772808,4.909566245936415,1.7131907848446553,Iris-virginica
+16,6.184130298675774,3.0550761432424918,4.927429923808665,1.767844306077304,Iris-virginica
+17,5.1089477161730255,4.302862407523481,1.510022389162149,0.2615308493688229,Iris-setosa
+18,5.1089477161730255,4.464649087635088,1.5100223900697531,0.26153089621784265,Iris-setosa
+19,5.108947716173026,3.0641082013674734,1.5100223868996567,0.261530811288505,Iris-setosa
+20,5.1089477161730255,3.5584131499838687,1.5100223864118634,0.26153081761116237,Iris-setosa
+21,5.108947716173166,3.0557780534964225,1.5100224150276842,0.2615308353180372,Iris-setosa
+22,5.1089477161730255,4.122420330304711,1.5100223908312094,0.2615308463020773,Iris-setosa
+23,5.1089477161730255,4.420669602009257,1.5100223891501066,0.26153087378130147,Iris-setosa

iris/lct_gan/4/16/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/lct_gan/4/16/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/lct_gan/4/16/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/lct_gan/4/17/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.187538491101776,3.05572148724278,4.939686132818702,1.7844361039337944,Iris-virginica
+1,6.182767510566953,3.0549241843984616,4.922112969367804,1.7361418824805999,Iris-virginica
+2,5.108947716173027,3.517583269497054,1.5100224038223,0.2615308404738773,Iris-setosa
+3,6.181364689595767,3.0545033319442743,4.9134743662639035,1.7276546029259883,Iris-virginica
+4,5.108947716173045,3.056710593939389,1.5100223978191964,0.26153081660836325,Iris-setosa
+5,6.179832226491373,3.0544669915121543,4.90593878815553,1.6878584652986763,Iris-versicolor
+6,5.1089477161730255,3.9116845608946154,1.510022388834347,0.26153082928582877,Iris-setosa
+7,6.183073395204585,3.056486061994571,4.9240640321884515,1.7268326039187258,Iris-virginica
+8,6.18163992033943,3.055001411652834,4.917895435215809,1.7189616882195136,Iris-virginica
+9,6.184904382615056,3.0561035633177887,4.932084786303805,1.7540208878068142,Iris-virginica
+10,6.180987987655121,3.054675006217565,4.912613587483298,1.7171827208273842,Iris-virginica
+11,6.183801449674713,3.0556844860426007,4.9273768885408495,1.7566142522276278,Iris-virginica
+12,5.1089477161730255,4.112261659821,1.5100223878605126,0.26153083709926817,Iris-setosa
+13,6.182459069027082,3.0558131332672027,4.923023730183174,1.7297207880769958,Iris-virginica
+14,5.1089477161730255,3.8000086307171137,1.5100223868293943,0.26153081872533396,Iris-setosa
+15,5.108947716173026,4.468333904639084,1.5100224000194553,0.26153097066633096,Iris-setosa
+16,5.108947716173032,3.0761312991130407,1.5100223982221852,0.2615308221937691,Iris-setosa
+17,6.179422406811513,3.054959065043311,4.900857335712202,1.670439915159155,Iris-versicolor
+18,5.108947716173077,4.045187542666475,1.5100225597292511,0.2615311761691718,Iris-setosa
+19,5.1089477163898644,3.1022715193974473,1.510026374086906,0.261534761153297,Iris-setosa
+20,5.108947716173074,4.2491660626521774,1.510022567839531,0.26153137668227344,Iris-setosa
+21,5.1089477161731525,3.0568441596449234,1.5100224284367794,0.2615308290092669,Iris-setosa
+22,5.10894774583384,3.0554287791673937,4.899518415886409,1.6654672579125747,Iris-setosa
+23,5.108947716173026,3.231076280281565,1.5100223918906934,0.26153082282897344,Iris-setosa
+24,6.181550760618018,3.055969367331894,4.918645442451165,1.7179320344789544,Iris-virginica
+25,5.108947716257083,3.0540971726368547,4.899492063751474,1.6654280128911783,Iris-setosa
+26,6.1867419346585155,3.0554653237564184,4.936467684370821,1.8016570454525895,Iris-virginica
+27,5.1089477161737955,3.7612202210719134,1.5100230107975037,0.2615316606750197,Iris-setosa
+28,5.108947716235254,3.9149591466847475,1.5100278326133036,0.2615387809856605,Iris-setosa
+29,5.1089477161736125,3.102626424392017,1.510022619420267,0.2615309876923971,Iris-setosa
+30,5.1089477161730255,4.391283796880838,1.5100223889471025,0.2615308655373114,Iris-setosa
+31,6.181258329608674,3.0555375955018933,4.9157529864298875,1.7099701756248555,Iris-virginica
+0,5.108947731110594,3.0655411892460576,1.5100404961102454,0.2615602916183729,Iris-setosa
+1,6.180742083464661,3.0546462446451645,4.911656408301747,1.7171249066383698,Iris-virginica
+2,6.180294277767777,3.055210007083516,4.910930157814702,1.6957859178587429,Iris-versicolor
+3,5.1089477161730255,3.2420728646338803,1.5100223883788126,0.26153081750487955,Iris-setosa
+4,5.1089477161730255,4.102481022320752,1.5100223885832593,0.2615308333880361,Iris-setosa
+5,6.182246508881075,3.0561674979352187,4.921872439326249,1.7257556808796093,Iris-virginica
+6,6.180106022920943,3.0545231887438904,4.907818882067992,1.6947968776071711,Iris-virginica
+7,6.185742881318369,3.0556728108636384,4.934485909433788,1.7693399317408343,Iris-virginica
+8,6.180460042158284,3.0547594654963435,4.9099158817680655,1.7138067343432821,Iris-virginica
+9,5.1089477161730255,4.217977877861792,1.5100223939075235,0.2615308666044195,Iris-setosa
+10,5.108947716290723,3.054402623702751,4.8994924017967305,1.6654289609013517,Iris-setosa
+11,5.108947716173027,4.046174714651914,1.5100224097707904,0.26153089320430856,Iris-setosa
+12,5.1089477161730255,3.4321905487253366,1.5100223876570522,0.2615308191696226,Iris-setosa
+13,5.108947716173026,3.5648328074021776,1.510022402762435,0.2615308366661837,Iris-setosa
+14,5.108947719522771,3.054018193327095,4.899494088096402,1.6654296899267864,Iris-versicolor
+15,5.108947778908108,3.1093776076698028,1.5100827486464967,0.2616040752155495,Iris-setosa
+16,5.1089477161730255,4.093464693534418,1.510022387558531,0.2615308329873201,Iris-setosa
+17,6.181898040579149,3.055689172293796,4.919185941305716,1.7229838624586638,Iris-virginica
+18,6.179389437960764,3.0543731950735737,4.900094749670626,1.6686899800657937,Iris-versicolor
+19,5.1089477161730255,4.407673365876969,1.5100223971817914,0.2615309297500001,Iris-setosa
+20,6.183370209201019,3.0561355134205743,4.926107484621824,1.7244528453080015,Iris-virginica
+21,6.181953770241708,3.055736703723989,4.920794529244017,1.722897115073928,Iris-virginica
+22,5.1089477161730255,4.452512363944355,1.5100223903174936,0.2615308892253609,Iris-setosa
+23,5.1089477161730255,3.843210413165187,1.5100223870381624,0.26153082319395393,Iris-setosa
+24,5.1089477161730255,3.853008875605782,1.5100223870535088,0.2615308222660277,Iris-setosa
+25,5.108947716173065,3.4364732739885437,1.51002246549236,0.26153103750085627,Iris-setosa
+26,5.108947716173033,3.389214566027403,1.5100224254580878,0.2615308631912633,Iris-setosa
+27,6.179368966040179,3.055050630672777,4.899650465531929,1.665793263257534,Iris-versicolor
+28,5.108947716173078,3.0597644387238545,1.510022414993361,0.2615308265743643,Iris-setosa
+29,5.108947716173029,4.362558853991707,1.510022431023389,0.26153107262280273,Iris-setosa
+30,5.108947716173087,3.356372602847988,1.5100225123013011,0.26153095052433556,Iris-setosa
+31,6.179366597262313,3.0846860469476716,1.5100716066771849,0.2616101270758518,Iris-setosa
+0,6.179744709191844,3.054278672665517,4.904662691902973,1.6863773355968723,Iris-virginica
+1,6.182515286714608,3.0551312284781553,4.921369689250636,1.742533750049825,Iris-virginica
+2,5.108947716173043,3.3065465625463606,1.5100224555499773,0.26153086667751413,Iris-setosa
+3,5.1089477161730255,4.290976675478352,1.510022390709673,0.26153086292959804,Iris-setosa
+4,5.108947716977182,3.0641741755415604,1.510026935956484,0.26153488357076,Iris-setosa
+5,6.179380894653421,3.054053704547874,4.900069645847383,1.6669734552400604,Iris-versicolor
+6,6.179994516056965,3.054490015208969,4.906401878641097,1.6983599217040706,Iris-virginica
+7,6.179411906959787,3.054142550043166,4.900775164678771,1.6689455064647274,Iris-versicolor
+8,5.108947716173027,3.7427825870365825,1.5100224061968937,0.2615308772552635,Iris-setosa
+9,5.1089477161730255,3.9481398094893727,1.5100223888682853,0.26153082868272376,Iris-setosa
+10,6.179373819456989,3.0540572002003246,4.899771211516545,1.6661537907111041,Iris-versicolor
+11,6.1809881073955335,3.0551636436441316,4.914489259054236,1.7066078890154528,Iris-virginica
+12,5.108947727716787,3.060306788936513,1.51003703700336,0.26155011200694395,Iris-setosa
+13,5.1089477161730255,4.082954572926259,1.510022389877189,0.26153084841932434,Iris-setosa
+14,5.108947716175966,3.117273927451364,1.5100229149183573,0.261531326252766,Iris-setosa
+15,6.179367011072703,3.0673443142970576,1.5100987439347753,0.2616807120382625,Iris-setosa
+16,5.1089477161730255,4.508688024073527,1.5100223918166062,0.2615309384717603,Iris-setosa
+17,6.179367061703251,3.054205818899295,4.8995297974524865,1.6655849245271406,Iris-versicolor
+18,6.180480763611251,3.0552567637437895,4.911335639045458,1.7026398193302767,Iris-versicolor
+19,6.179406009014656,3.056825944904748,4.900537090961643,1.6680852245214064,Iris-versicolor
+20,5.1089477161730255,4.178661314203716,1.5100223877047192,0.2615308380400016,Iris-setosa
+21,5.108947716173029,4.173415939127341,1.5100224220796787,0.26153098041303446,Iris-setosa
+22,5.1089477161730255,3.303216363972684,1.5100223891742781,0.261530818504766,Iris-setosa
+23,5.108947716173061,3.1757637516750443,1.5100224485715485,0.26153090925659195,Iris-setosa
+24,5.1089477161730255,4.277252810856222,1.510022389276774,0.26153084714122454,Iris-setosa
+25,6.179369225214933,3.0541427922216524,4.899631517933459,1.6658228605048442,Iris-versicolor
+26,6.182623039490098,3.05603484424456,4.9248873217071125,1.723726409370504,Iris-virginica
+27,5.108947716173026,3.668655924047033,1.5100223995218882,0.26153086138694737,Iris-setosa
+28,5.1089477161730255,4.178754354210277,1.510022388281111,0.26153083465928223,Iris-setosa
+29,6.185908223480132,3.0553417591231042,4.933250983754251,1.7940120651244305,Iris-virginica
+30,5.1089477161730255,4.465101923547415,1.5100223899934218,0.2615308887407712,Iris-setosa
+31,5.108947716173026,3.374526789421473,1.5100223948708522,0.2615308378195212,Iris-setosa
+0,5.1089477170184034,3.0540832812260237,4.8994934142272575,1.665429164895745,Iris-setosa
+1,5.108947716183219,3.0555043081663515,1.5100226441092843,0.26153113903876857,Iris-setosa
+2,5.1089477161730255,4.011393825555058,1.5100223886928263,0.2615308266896194,Iris-setosa
+3,5.108947716173738,3.0547446611021747,1.5100224401854903,0.26153086230658423,Iris-setosa
+4,6.184702952749902,3.056199994602965,4.932670728772459,1.7445282743177901,Iris-virginica
+5,5.1089477161730255,3.9378788259087463,1.5100223891360058,0.2615308270517029,Iris-setosa
+6,5.108947716173115,3.056690912167341,1.5100224146759986,0.2615308287321011,Iris-setosa
+7,6.185552071225095,3.0551097602074178,4.9324784016672485,1.7923477995172332,Iris-virginica
+8,5.1089477161768375,3.0702966449032,1.5100226962485912,0.2615312877287443,Iris-setosa
+9,5.108947716173026,3.1251413976184885,1.5100223880993597,0.26153082247721604,Iris-setosa
+10,5.1089477161730255,4.000519581598966,1.510022387792326,0.26153083460815296,Iris-setosa
+11,6.179539979177677,3.054143096859675,4.902242224595231,1.6765390229476724,Iris-versicolor
+12,6.1794604395177135,3.0541782629116514,4.901691093751598,1.6730134691663723,Iris-versicolor
+13,5.108947716173072,4.313223231376927,1.5100225740959596,0.2615313727801236,Iris-setosa
+14,5.108947716174105,3.0722644751720702,1.5100225796037265,0.2615310372525737,Iris-setosa
+15,6.1888099885630234,3.0553379416204125,4.942323954206212,1.7945507811308254,Iris-virginica
+16,5.108947716173027,3.434325265642186,1.5100224055820652,0.2615308396160405,Iris-setosa
+17,5.108947716173026,4.481917642562519,1.5100224046953374,0.26153103095216684,Iris-setosa
+18,6.1854361074295285,3.055719716742586,4.934017578190159,1.7581497409702425,Iris-virginica
+19,6.18535967783939,3.055537409355874,4.931586979557894,1.7707506175286982,Iris-virginica
+20,6.179366641460151,3.0734647962229262,1.5100706605076517,0.2616109360977635,Iris-setosa
+21,6.179406747144249,3.0541780354361845,4.900574367020998,1.6693821911942626,Iris-versicolor
+22,5.1089477161730255,4.4016606940909,1.5100223910307229,0.2615308810025302,Iris-setosa
+23,5.108947716184682,3.6422861400393525,1.5100245268081898,0.26153364344752345,Iris-setosa

iris/lct_gan/4/17/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/lct_gan/4/17/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/lct_gan/4/17/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/lct_gan/4/18/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.17936674972652,3.0540205237903613,4.8995121156650026,1.6654628656441242,Iris-versicolor
+1,5.10894771617303,3.07368982643536,1.5100223939850246,0.2615308189396415,Iris-setosa
+2,5.10894771617316,3.0665657924792917,1.5100224383817438,0.26153088706873784,Iris-setosa
+3,5.1089477164038675,3.8018612911356704,1.5100322478206711,0.26154368916602583,Iris-setosa
+4,6.179944610841671,3.054425925033838,4.906311920827661,1.6967169840513645,Iris-virginica
+5,5.108947716182786,3.155802271989634,1.5100235741180457,0.2615316904418562,Iris-setosa
+6,6.1824539625429775,3.0568001790758275,4.924146485114399,1.703030009641045,Iris-virginica
+7,5.108947719048847,3.0542293936512146,4.899496497396694,1.665434596480875,Iris-setosa
+8,6.187554072344627,3.0557059177884707,4.93985374640211,1.77768841808999,Iris-virginica
+9,5.1089477161730255,3.661868897699167,1.5100223879063606,0.2615308203731565,Iris-setosa
+10,5.1089477161730255,4.518866786253008,1.5100223946687883,0.26153097116740825,Iris-setosa
+11,5.108947716173094,3.1832054710812527,1.510022497260959,0.2615308807134217,Iris-setosa
+12,5.1089477161730255,3.2945862851582124,1.5100223903730603,0.2615308215195677,Iris-setosa
+13,5.1089477161730255,3.549882422029116,1.5100223918519724,0.26153082883035733,Iris-setosa
+14,6.179401724558499,3.054391795991275,4.900507905754913,1.6676555432777689,Iris-versicolor
+15,6.179523801967015,3.0542425062296155,4.9018882608096375,1.67633969939562,Iris-versicolor
+16,5.1089477161730255,4.280937009654194,1.510022388968644,0.26153084670291865,Iris-setosa
+17,6.179547800115475,3.0545933891872656,4.9030371255344365,1.6740698986741827,Iris-versicolor
+18,5.1089477161730255,4.405525718150791,1.5100223890659852,0.26153086548557547,Iris-setosa
+19,5.1089477161730255,4.471942888370845,1.5100223899242389,0.26153088556899257,Iris-setosa
+20,6.183326547698726,3.0555673744377554,4.9284695301207995,1.7507873258595659,Iris-virginica
+21,5.1089477161730255,4.5272473931783495,1.5100223903090182,0.2615309209402984,Iris-setosa
+22,5.108947719127992,3.1044374492788456,1.510034684912812,0.26154973707823637,Iris-setosa
+23,6.182246319422811,3.054816734576984,4.918724010439001,1.7516498209003524,Iris-virginica
+24,5.1089477161730255,4.334682707973053,1.5100223896950487,0.2615308614207145,Iris-setosa
+25,5.108947718231766,3.2573782419367334,1.5100414657376544,0.26154973180730773,Iris-setosa
+26,6.179982629206691,3.0546628708051475,4.90682719181649,1.70315511928506,Iris-versicolor
+27,6.179366806713418,3.054064582682282,4.899515707863294,1.665468885227045,Iris-versicolor
+28,6.181734889823784,3.054978922798812,4.916437379640064,1.73200816144076,Iris-virginica
+29,6.183297347073393,3.0562111587356395,4.926136459850384,1.7324117384116595,Iris-virginica
+30,6.179384946149825,3.054049956526071,4.8999744087294035,1.6665235030391408,Iris-versicolor
+31,6.183348354745802,3.0557845591488744,4.925180175689786,1.7513089586213963,Iris-virginica
+0,5.1089477161730255,4.448167096838421,1.5100223893982885,0.26153087957932636,Iris-setosa
+1,6.179402817268732,3.0547290781648564,4.900508978216702,1.667365903815629,Iris-versicolor
+2,6.180701202658914,3.055002665170191,4.913183499305914,1.7115087182095086,Iris-virginica
+3,5.108947716173026,4.061893633146717,1.5100224040426649,0.2615308827729422,Iris-setosa
+4,5.108947716173026,3.9440842749398586,1.5100224055958011,0.2615308658073401,Iris-setosa
+5,5.1089477161730255,4.405674293665142,1.510022392788743,0.2615308990851475,Iris-setosa
+6,5.108947716173033,3.6597912618051684,1.5100224311949824,0.26153089701822635,Iris-setosa
+7,5.1089477161730255,3.680040754661495,1.5100223886622823,0.2615308277705374,Iris-setosa
+8,5.108947716173031,3.057851892816579,1.5100223928115746,0.2615308127854781,Iris-setosa
+9,5.1089477161730255,3.876137972120294,1.5100223915778583,0.2615308330466134,Iris-setosa
+10,5.108947716173026,4.155506304553379,1.5100223989007633,0.2615308796870655,Iris-setosa
+11,6.186397707642144,3.056080613022877,4.936295105570735,1.7531389799881136,Iris-virginica
+12,5.1089477161730255,4.475796990790984,1.5100223899947236,0.26153088383769163,Iris-setosa
+13,5.1089477161730255,4.380455300170496,1.5100223892360602,0.2615308621473541,Iris-setosa
+14,6.179410125148496,3.054080508725704,4.900378404039729,1.6684042480369563,Iris-versicolor
+15,5.1089477161730255,4.424780569032225,1.5100223916574929,0.2615308969112905,Iris-setosa
+16,5.1089477161730255,4.219549975779946,1.5100223907445094,0.26153085335727916,Iris-setosa
+17,6.179381915348653,3.057320051301367,4.900036397528883,1.6670088200400022,Iris-setosa
+18,5.1089477161730255,4.3616441151453715,1.5100223893014315,0.26153085527534464,Iris-setosa
+19,6.18236542923647,3.054552021957354,4.91578887012586,1.7340432469952842,Iris-virginica
+20,5.1089477161730255,4.453332208166058,1.5100223893844065,0.26153087812588766,Iris-setosa
+21,6.179366825660895,3.054474158586692,4.899539460545966,1.6655176430913465,Iris-versicolor
+22,5.108947716173026,3.5399575364566833,1.5100223949657305,0.26153083548710065,Iris-setosa
+23,6.179388743388489,3.054301574034211,4.900243203796484,1.6678227786498576,Iris-versicolor
+24,5.1089477161730255,4.528015205059729,1.5100223904482382,0.26153092229681685,Iris-setosa
+25,6.1799824612302405,3.0549701123567803,4.907412774713407,1.6962327836930646,Iris-versicolor
+26,5.1089477161730255,3.7005876561323685,1.5100223905419312,0.2615308310351556,Iris-setosa
+27,5.108947716177365,3.0546033341138217,1.5100225267247596,0.2615308763933048,Iris-setosa
+28,6.179373983432153,3.0540266814692423,4.899769877901126,1.6659367427014606,Iris-versicolor
+29,5.108947716173026,3.131893714273984,1.5100223905290393,0.26153082135756583,Iris-setosa
+30,5.1089477161730255,4.374423463997694,1.5100223901077254,0.26153087087351823,Iris-setosa
+31,6.18050307410837,3.054580241744219,4.910050029384593,1.7157339370550324,Iris-virginica
+0,5.108947716173026,3.069678141045914,1.5100223868740343,0.26153081233954867,Iris-setosa
+1,5.1089477164618655,3.646020207456566,1.510033161928867,0.26154292652143124,Iris-setosa
+2,6.188694452835072,3.055727128372746,4.945190950985172,1.7656962087914545,Iris-virginica
+3,6.182981239707052,3.055275320791402,4.92367571190967,1.7486225303220586,Iris-virginica
+4,5.1089477161730255,4.374114773123216,1.510022389427044,0.26153086111449175,Iris-setosa
+5,6.179765887078877,3.054448388481444,4.905340586244847,1.6874508312203254,Iris-versicolor
+6,5.108947716178087,3.055015820260318,1.5100225477543725,0.2615309547497655,Iris-setosa
+7,6.182265525122518,3.0551084409855465,4.9194249236254475,1.7593554017221207,Iris-virginica
+8,6.183382139319936,3.0550053876311907,4.921457826536734,1.7952221696079924,Iris-virginica
+9,6.188473705198764,3.0556216224188093,4.941460775675101,1.78585959889243,Iris-virginica
+10,5.1089477161732235,3.09278453297826,1.5100224840943475,0.2615309567544394,Iris-setosa
+11,5.1089477161730255,4.236986682745812,1.5100223907957095,0.2615308561741954,Iris-setosa
+12,6.189780837545949,3.0554204210098797,4.945427821211789,1.7925493269905428,Iris-virginica
+13,6.17981964647135,3.0557549277211553,4.906530445078927,1.6788317715301952,Iris-versicolor
+14,5.1089477161730255,4.465021762833015,1.5100223910536927,0.2615309029804607,Iris-setosa
+15,6.179743986435582,3.0543559725923015,4.904902725188357,1.6886330269808159,Iris-versicolor
+16,5.1089477161730255,4.073354039447571,1.5100223881225083,0.2615308312520183,Iris-setosa
+17,5.108947716173028,3.0767013124353464,1.5100223953431904,0.26153081559651487,Iris-setosa
+18,5.108947716176145,3.062432066137166,1.5100226126761327,0.2615311792770681,Iris-setosa
+19,6.182401066213944,3.054702157576588,4.918814483378033,1.7359482767257397,Iris-virginica
+20,5.1089477161730255,4.144498734164852,1.5100223906730212,0.2615308456638093,Iris-setosa
+21,5.1089477161730255,4.4385737757633414,1.5100223898220895,0.26153088709814665,Iris-setosa
+22,6.179658153475796,3.0548595801584586,4.904721369320345,1.6797743663027764,Iris-versicolor
+23,5.108947716173027,3.547685575406889,1.5100224026313283,0.26153084350172556,Iris-setosa
+24,5.1089477161730255,4.514105054355805,1.5100223929828882,0.2615309486612249,Iris-setosa
+25,6.17939555892677,3.0541306238060484,4.900291141499817,1.6679025147998976,Iris-versicolor
+26,6.179943457185508,3.0543825925547483,4.906905466675192,1.6914472468239075,Iris-virginica
+27,5.1089477161730255,3.778676350010355,1.5100223889502196,0.2615308266565858,Iris-setosa
+28,5.108947716173029,3.081228781277549,1.5100223953681036,0.2615308214122359,Iris-setosa
+29,5.1089477161730255,4.301501426962405,1.510022390128873,0.26153085743032695,Iris-setosa
+30,5.1089477161737165,3.093963902640596,1.5100225697328906,0.26153105964533785,Iris-setosa
+31,5.108947716173026,3.6572209157103166,1.510022400942891,0.26153084606234617,Iris-setosa
+0,5.1089477161730255,4.394950067704124,1.5100223893481892,0.26153086409970516,Iris-setosa
+1,6.1796246681219715,3.0541958724508698,4.903062254908769,1.6825990886218523,Iris-versicolor
+2,5.1089478986618255,3.054018910666879,4.899512753892622,1.665443982706198,Iris-versicolor
+3,5.1089477161730255,3.217428004225119,1.5100223868267082,0.2615308126113178,Iris-setosa
+4,6.189651181164156,3.0555221976037803,4.945093144346065,1.8064447650357676,Iris-virginica
+5,6.182889535981203,3.0557493038977386,4.9221587100194295,1.7424633550756616,Iris-virginica
+6,5.108947716176521,3.4839913966523612,1.5100232136184903,0.2615328790777352,Iris-setosa
+7,6.179736160955231,3.0542763878740566,4.9043622325872285,1.6857517139671319,Iris-versicolor
+8,5.1089477161730255,4.189099928981806,1.5100223883326507,0.26153083664824334,Iris-setosa
+9,6.180353651843926,3.0546462637628635,4.908962626608512,1.711280290172518,Iris-virginica
+10,5.1089477161730255,4.201923170461808,1.5100223885218615,0.2615308369382605,Iris-setosa
+11,5.108947716173026,3.6849615715754522,1.5100223944001074,0.26153083186284015,Iris-setosa
+12,6.180277368312688,3.054413286951703,4.9087313586658885,1.6993945412005933,Iris-virginica
+13,6.179400756158464,3.0540764958577338,4.900352124719806,1.6680710042537528,Iris-versicolor
+14,5.108947716173026,3.4019441235362367,1.5100223977609417,0.261530825753109,Iris-setosa
+15,6.179367669978748,3.054670900490402,4.899592664069903,1.6656620167185134,Iris-versicolor
+16,5.1089477161730255,3.212271766729779,1.510022387843473,0.26153081754517277,Iris-setosa
+17,6.179486572274309,3.055541794251757,4.9019126913641164,1.675091029552707,Iris-versicolor
+18,6.183603350928552,3.055797083455544,4.930481824881505,1.7262332547922044,Iris-virginica
+19,6.179969694366373,3.0553220397193743,4.907094729603863,1.6865180162463658,Iris-versicolor
+20,5.1089477161730255,4.10403333764615,1.510022387204717,0.26153083079496725,Iris-setosa
+21,6.181894826934739,3.0551684209559475,4.919128830370432,1.7275766777515853,Iris-virginica
+22,5.1089477161733035,3.0569480383807917,1.5100224370482802,0.2615308615160566,Iris-setosa
+23,6.180132875187562,3.054462312958348,4.906959445427977,1.7006186228842535,Iris-virginica

iris/lct_gan/4/18/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/lct_gan/4/18/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/lct_gan/4/18/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/lct_gan/4/19/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947716173029,3.108186434136203,1.5100224016019916,0.2615308186363983,Iris-setosa
+1,5.1089477161730255,3.56603243619108,1.5100223891339803,0.261530824865409,Iris-setosa
+2,6.180159130320775,3.05584180639509,4.910164641312326,1.6845800011067151,Iris-versicolor
+3,5.108947716173037,4.122016435702589,1.5100224618729519,0.26153104619147577,Iris-setosa
+4,5.108947716173031,3.0576085092103407,1.5100223921154232,0.2615308125877885,Iris-setosa
+5,6.179373965813417,3.0541201488412795,4.8997655223441905,1.6663425099822422,Iris-versicolor
+6,6.1837288604924785,3.0564317910722782,4.929640808476222,1.737488816053264,Iris-virginica
+7,5.108947716173078,3.0558870656364108,1.510022403970651,0.2615308210683748,Iris-setosa
+8,5.1089477161730255,4.320520123142803,1.5100223904973207,0.2615308668176246,Iris-setosa
+9,6.17937286388327,3.054014409113726,4.8997021204912965,1.6658202326682647,Iris-versicolor
+10,5.1089477161730255,4.494838148456909,1.5100223928491452,0.26153093715923537,Iris-setosa
+11,5.1089477161730255,4.313191702869721,1.5100223891323872,0.261530852892903,Iris-setosa
+12,6.182268400461049,3.0548499703953573,4.920220127464758,1.7343531728103443,Iris-virginica
+13,5.1089477161730255,4.530187065855166,1.5100223911433903,0.2615309383481431,Iris-setosa
+14,5.1089477161730255,4.422480224418205,1.5100223913670894,0.2615308919733956,Iris-setosa
+15,5.108947717134184,3.0642570529816506,1.5100267559019236,0.26153720973554884,Iris-setosa
+16,5.1089477161730255,4.177252937847493,1.5100223952633887,0.2615308615024803,Iris-setosa
+17,6.18068845239661,3.054920024588333,4.911399370009086,1.713224399945638,Iris-virginica
+18,6.183721020371379,3.055591670316839,4.926489162203607,1.7561158038691345,Iris-virginica
+19,6.179369488977518,3.054678418223793,4.899636782190708,1.6658674516761043,Iris-versicolor
+20,6.1796249218295936,3.0542141268099616,4.903116699932296,1.678568133771179,Iris-versicolor
+21,5.108947716173027,3.0762994366622713,1.5100223911506738,0.26153081345223833,Iris-setosa
+22,5.1089477161730255,4.475297274255197,1.5100223897140168,0.2615308950227762,Iris-setosa
+23,5.1089477161730334,3.235266171606887,1.51002242117272,0.26153084378637886,Iris-setosa
+24,6.179958614238799,3.055014241339595,4.906756145913052,1.6847122380134787,Iris-versicolor
+25,6.179981937562021,3.0542927322492144,4.906160678701762,1.692938389603933,Iris-virginica
+26,5.108947716173026,3.0696501704431665,1.510022389828433,0.26153081221517593,Iris-setosa
+27,5.108947716173028,3.7584790440458584,1.5100224099170783,0.26153089330432805,Iris-setosa
+28,6.179371276063605,3.0541796561139876,4.899651844423585,1.66623500040722,Iris-versicolor
+29,6.179927334452811,3.0543099797595796,4.905454348879772,1.6911485233236319,Iris-virginica
+30,6.179382324826656,3.054072123042476,4.900039395946787,1.6665919775349178,Iris-versicolor
+31,6.181391319898173,3.0547214909034115,4.916335245633273,1.724454822474962,Iris-virginica
+0,5.1089477161730255,4.480989303183663,1.5100223898721323,0.26153088882830816,Iris-setosa
+1,6.179373732488735,3.055535675883645,4.899819525964097,1.6662093127343274,Iris-versicolor
+2,6.188724234210116,3.05587569020285,4.944912229735108,1.7563186233525372,Iris-virginica
+3,6.184947470688012,3.0555958818453752,4.931886011921018,1.7514951581567835,Iris-virginica
+4,5.1089477161730255,4.136834009814903,1.5100223892706326,0.2615308384784699,Iris-setosa
+5,5.108947716173026,3.1037907510411107,1.5100223877652277,0.2615308148016474,Iris-setosa
+6,5.108947716173026,3.0843210542475177,1.5100223893164997,0.2615308140487567,Iris-setosa
+7,5.1089477161730255,4.099356299974188,1.5100223881602737,0.2615308289202814,Iris-setosa
+8,5.108947716173029,3.0654446766603494,1.5100223926993206,0.2615308156100542,Iris-setosa
+9,6.179366503323842,3.054218090487588,4.899498912654797,1.6654460093211312,Iris-setosa
+10,5.108947716332288,3.0556841312583494,1.510023581647275,0.261531637906402,Iris-setosa
+11,6.186609341760776,3.0562241267741714,4.938406026168764,1.740397287380117,Iris-virginica
+12,5.108947716215269,3.0541736635831005,4.899491892513869,1.6654279524651114,Iris-setosa
+13,5.108947722208084,3.0640907925892527,1.5100349673715308,0.26154236007089243,Iris-setosa
+14,6.179539728879694,3.054199403565395,4.90225594479744,1.676456738054868,Iris-versicolor
+15,5.108947716173027,3.2208548103692842,1.5100223994252393,0.26153082376490416,Iris-setosa
+16,5.108947716173026,3.735555088896863,1.5100224009052094,0.2615308539159862,Iris-setosa
+17,5.108947716173037,3.724463545523456,1.5100224412641112,0.2615309528248064,Iris-setosa
+18,6.18025370241337,3.054980150155107,4.909750810982178,1.700229039426711,Iris-virginica
+19,6.179366569666757,3.0542153950429163,4.899511722847537,1.6654613055262608,Iris-versicolor
+20,5.1089477161730255,4.251181620357967,1.5100223914152069,0.26153085790653613,Iris-setosa
+21,6.17959759134208,3.0555856473359846,4.903568223933104,1.6761202085774365,Iris-versicolor
+22,5.108947716173026,3.191589632691231,1.5100223950221725,0.2615308232270545,Iris-setosa
+23,5.1089477161730255,3.202484702462745,1.5100223889694613,0.26153081326755534,Iris-setosa
+24,5.108947716175282,3.6237642239161296,1.5100233867386001,0.261531838983341,Iris-setosa
+25,5.1089477161730255,3.553631377908066,1.5100223890052689,0.2615308272168652,Iris-setosa
+26,6.179603265002702,3.054353553725398,4.903190533298371,1.679979069967565,Iris-versicolor
+27,6.179417757986983,3.054140107782235,4.900674941092252,1.6702977936410823,Iris-versicolor
+28,6.183173067680972,3.054823126277886,4.922493945003023,1.7605010884095258,Iris-virginica
+29,5.1089477161730255,4.067941851779146,1.5100223899229184,0.2615308421891408,Iris-setosa
+30,5.1089477161730255,4.317910778551292,1.5100223890688609,0.26153085649224267,Iris-setosa
+31,6.179370198041439,3.054112720357358,4.89964751896124,1.6659254865529223,Iris-versicolor
+0,6.1843650582060725,3.0554175571785245,4.927111349503326,1.774304500099483,Iris-virginica
+1,6.18448914970888,3.0553682632976957,4.927804284887283,1.8016914990550723,Iris-virginica
+2,6.179366509345792,3.054059157802423,4.899497250419865,1.6654385474446107,Iris-versicolor
+3,6.1869453100003415,3.0553412861109757,4.93900619517135,1.7855161460679843,Iris-virginica
+4,6.181231962491161,3.055477332992021,4.915984372405842,1.7166018578856796,Iris-virginica
+5,5.1089477161730255,4.4683748092709825,1.5100223924726692,0.261530915260541,Iris-setosa
+6,5.108947716173026,3.77566171985317,1.5100224039548569,0.261530860024521,Iris-setosa
+7,6.18271896672345,3.054944155652725,4.9200833885866935,1.7594778751435218,Iris-virginica
+8,5.108947716180448,3.7257942339893733,1.5100241824194707,0.2615333811050636,Iris-setosa
+9,5.10894771617303,3.104263066882829,1.5100224028598652,0.26153082283673584,Iris-setosa
+10,6.184824778771094,3.0557120954214505,4.933100357590371,1.7595126550111795,Iris-virginica
+11,6.180772207677245,3.055748375984986,4.9140166192031876,1.7005026062506663,Iris-virginica
+12,5.108947716173026,3.464142758885206,1.5100223995478954,0.2615308347476738,Iris-setosa
+13,6.179366883551202,3.0758450230366545,1.5101108610270855,0.2616572186780768,Iris-setosa
+14,5.108947716173027,3.115156900242296,1.5100223927875764,0.261530821153133,Iris-setosa
+15,6.181693321077127,3.055959027876396,4.9206456305878294,1.7121447362790512,Iris-virginica
+16,5.108947716290907,3.0542375677254086,4.8994921797501725,1.6654290218727537,Iris-setosa
+17,6.18501550241423,3.055085755219222,4.930663958909657,1.7804757014802315,Iris-virginica
+18,6.182554195202309,3.055006569004388,4.92210768835334,1.7504357490322622,Iris-virginica
+19,6.17936802878731,3.069747475105343,1.510163086919783,0.26181160868693243,Iris-setosa
+20,5.108947716173154,4.201749763672173,1.510022695138901,0.2615314827692376,Iris-setosa
+21,6.185686492124925,3.056009965476887,4.933683673621991,1.7643479832086972,Iris-virginica
+22,5.1089477161730255,3.2381784371499887,1.5100223868227416,0.2615308154368069,Iris-setosa
+23,6.1830969319515825,3.0554102796741183,4.922770574483592,1.7770371928006394,Iris-virginica
+24,6.188650865233701,3.0558860817792333,4.945474421708871,1.7499826058559729,Iris-virginica
+25,6.185769273708603,3.055505590259638,4.933702902893131,1.7621706395125585,Iris-virginica
+26,6.179367871420619,3.054854736739651,4.899607535414646,1.6656902527773176,Iris-versicolor
+27,5.108947716173026,4.282920626715429,1.5100223969367617,0.26153089327874207,Iris-setosa
+28,6.183739064745957,3.055855736758233,4.928203393881522,1.7472571040392741,Iris-virginica
+29,5.1089477161730255,4.453807917701261,1.5100223908761363,0.26153089651547407,Iris-setosa
+30,6.179368785216988,3.0549039252718946,4.899629964458977,1.6658307158232328,Iris-versicolor
+31,5.1089477161730255,4.082804245828174,1.5100223877101098,0.26153083121966264,Iris-setosa
+0,5.1089477161730255,3.7374399475458184,1.510022391680011,0.2615308348611215,Iris-setosa
+1,6.179366974187559,3.113557672095207,1.5101295498005833,0.2617677902176188,Iris-setosa
+2,5.108947716173173,3.1164805050975257,1.510022513431033,0.261530894219128,Iris-setosa
+3,5.1089477161730255,4.461607410964367,1.510022390096091,0.26153088724312246,Iris-setosa
+4,5.1089477161730255,4.343094431268253,1.510022388830081,0.2615308517609754,Iris-setosa
+5,5.1089477161730255,4.3863875021391525,1.510022391384637,0.2615308874371965,Iris-setosa
+6,5.108947716901018,3.385359278712384,1.5100362774534077,0.2615443137666918,Iris-setosa
+7,5.1089477161730255,4.215578311180975,1.5100223954477192,0.2615308688521687,Iris-setosa
+8,5.108947716521159,3.098061088820954,1.5100265146569227,0.2615363596925696,Iris-setosa
+9,6.186811477519186,3.055591741555424,4.938453889856992,1.7742589012786214,Iris-virginica
+10,5.1089477334767,3.0772864428268245,1.5100471134253075,0.26156187261984837,Iris-setosa
+11,5.108947716173026,3.098087642701564,1.510022388202811,0.2615308151342004,Iris-setosa
+12,5.1089477161730255,3.964711234090795,1.5100223880789874,0.2615308255637408,Iris-setosa
+13,5.1089477161730255,4.201043772393159,1.5100223879754513,0.2615308368223516,Iris-setosa
+14,5.108947716173096,3.0585858683825884,1.5100224162882505,0.2615308358839227,Iris-setosa
+15,6.184698740745844,3.05616878868178,4.931049122773931,1.7457678209707463,Iris-virginica
+16,6.181502652511093,3.0549056933572216,4.916521392794678,1.7225073652211462,Iris-virginica
+17,6.179367411996822,3.0773133846961107,1.5101348901113258,0.261797522455438,Iris-setosa
+18,6.1798966265275075,3.0544768801421167,4.905942480410093,1.698909838393924,Iris-virginica
+19,5.1089477161730255,4.290730835549612,1.510022389118738,0.26153085241184554,Iris-setosa
+20,6.179468744035965,3.0541688744107645,4.901400922877591,1.6717592422118657,Iris-versicolor
+21,6.180634932179944,3.054704697715108,4.911627860650881,1.7129447384882133,Iris-virginica
+22,6.187445622739202,3.055616791979913,4.938868135257993,1.7771667592269453,Iris-virginica
+23,6.188712622701785,3.055582284834536,4.945174638935166,1.7798178203813104,Iris-virginica

iris/lct_gan/4/19/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/lct_gan/4/19/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/lct_gan/4/19/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/lct_gan/4/2/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.10894771617305,3.066100059565778,1.5100224106978097,0.2615308281889787,Iris-setosa
+1,5.1089477161730255,4.129311884987743,1.5100223938908504,0.2615308535306411,Iris-setosa
+2,5.1089477161730255,3.309275993657966,1.510022386817424,0.2615308155687996,Iris-setosa
+3,6.179571223200586,3.054510457161113,4.902603700889669,1.6783903388267007,Iris-versicolor
+4,6.179368103853148,3.0540260425340358,4.899570907408843,1.6655491163124343,Iris-versicolor
+5,5.1089477161730255,3.9899931815655174,1.5100223875841103,0.2615308295883584,Iris-setosa
+6,6.179777223550279,3.055046179971761,4.905261619992229,1.6814395519777674,Iris-versicolor
+7,6.179601182944398,3.0543128278439875,4.903587137015618,1.6791937578479084,Iris-versicolor
+8,6.188784387470414,3.0553700207173584,4.941074354873104,1.803886572000822,Iris-virginica
+9,5.1089477161730255,3.99952962768642,1.510022388309643,0.2615308317012898,Iris-setosa
+10,5.1089477161738115,3.0551852370854897,1.5100224537875084,0.26153086523115704,Iris-setosa
+11,6.186418180986704,3.055202313517601,4.934458128608736,1.7790859684419076,Iris-virginica
+12,5.108947716173038,3.0665245739146467,1.5100223995343192,0.2615308301986006,Iris-setosa
+13,5.1089477161730255,3.864858906253045,1.5100223891084257,0.2615308311172333,Iris-setosa
+14,5.1089477161730255,3.566745536839366,1.510022389172649,0.26153082544088563,Iris-setosa
+15,5.1089477161730255,4.101503638597354,1.51002239070116,0.2615308385988881,Iris-setosa
+16,6.179414759574656,3.0541492679649673,4.900636577621522,1.6694857579566023,Iris-versicolor
+17,6.17944284299319,3.054154910025663,4.900881888990079,1.6724317750641342,Iris-versicolor
+18,5.108947716173054,3.4406595075948925,1.5100224679367826,0.2615309309921422,Iris-setosa
+19,6.1795745994401,3.054841865547359,4.902780821237125,1.678581952732667,Iris-versicolor
+20,6.182643913712309,3.055347710060418,4.922862360641142,1.7374077848343947,Iris-virginica
+21,5.1089477161730255,4.341599093931369,1.510022389376247,0.2615308577413923,Iris-setosa
+22,5.1089477161730255,4.422368844299609,1.5100223900191743,0.26153088641294253,Iris-setosa
+23,5.1089477161730255,4.389708710966902,1.5100223905085044,0.26153087903634065,Iris-setosa
+24,6.187128464376235,3.055614104534489,4.940437337584277,1.7839608269280314,Iris-virginica
+25,6.181804009671384,3.0550933231114183,4.917833144884161,1.7447106957024503,Iris-virginica
+26,5.1089477161730255,4.582442990691355,1.5100223909518042,0.26153096285602645,Iris-setosa
+27,5.1089477161730255,3.141791714324034,1.5100223869346765,0.2615308166798634,Iris-setosa
+28,6.188497239157047,3.0557350068772466,4.945535423835689,1.7750928742178071,Iris-virginica
+29,6.1814159642875515,3.0546415873220663,4.915806365635886,1.7241283158637073,Iris-virginica
+30,6.179387752199432,3.054509809322655,4.900155453098857,1.6667395597124415,Iris-versicolor
+31,5.1089477161730255,3.8279114111119523,1.5100223918193076,0.26153084270993315,Iris-setosa
+0,6.184850637471167,3.0551473215561864,4.928106515875509,1.7907313513340875,Iris-virginica
+1,5.1089477161730255,4.287211491691281,1.5100223911962432,0.26153086533150693,Iris-setosa
+2,6.1793690042403195,3.0645562622822324,4.899843225527801,0.2617960666640406,Iris-setosa
+3,5.1089477161730255,4.12731796449278,1.5100223901950867,0.2615308516263029,Iris-setosa
+4,5.108947716173049,3.178252919591415,1.5100224359317636,0.2615308868182676,Iris-setosa
+5,5.108947716173603,3.936861876999834,1.510022951797387,0.2615316997358058,Iris-setosa
+6,6.17940784810352,3.0544355451607452,4.900680631217276,1.668339577181373,Iris-versicolor
+7,6.179367009749579,3.0602886758220027,4.899625367119361,0.26164700321587403,Iris-setosa
+8,5.1089477161730255,3.8702126219350665,1.5100223879746386,0.26153082445878506,Iris-setosa
+9,5.108947716187146,3.079236733109685,1.5100233273452486,0.26153130885616743,Iris-setosa
+10,5.108947716397545,3.05581975563824,1.5100237646915822,0.2615318917294537,Iris-setosa
+11,5.108947716234161,3.382056847892603,1.5100260704564061,0.2615361727237327,Iris-setosa
+12,5.1089477161730255,4.546985887238957,1.510022390642746,0.26153094948816885,Iris-setosa
+13,5.108947716173075,3.4939500259702516,1.5100225182928975,0.2615309540402744,Iris-setosa
+14,6.186432022071957,3.0555401879625377,4.936520525782569,1.7760890923032298,Iris-virginica
+15,5.1089477161730255,4.217965822844331,1.510022388730168,0.2615308426005703,Iris-setosa
+16,6.179596966081878,3.054526270818876,4.903551882570185,1.6755347860799108,Iris-versicolor
+17,6.179405589520159,3.0540421560771236,4.900203510594296,1.666764109025747,Iris-versicolor
+18,5.108947716173071,3.3436832287306917,1.510022495534148,0.26153092565918284,Iris-setosa
+19,6.181162872796532,3.054704684232099,4.912959709673738,1.738325373012636,Iris-virginica
+20,5.108947760117366,3.099974330210006,1.5100700373936216,0.261596149518246,Iris-setosa
+21,5.10894771617507,3.9744088259151975,1.510023602000679,0.2615323868196369,Iris-setosa
+22,6.181536081872768,3.055012019460458,4.916033749422074,1.7382231019308725,Iris-virginica
+23,5.108947716173026,3.419630147839725,1.5100223921865792,0.26153082841422337,Iris-setosa
+24,6.182945130391127,3.0564834877460507,4.925242764622312,1.7220976283637424,Iris-virginica
+25,6.179385291404341,3.0558878854838523,4.900144446588453,1.6667752784081404,Iris-versicolor
+26,5.1089477161730255,4.376708147392448,1.510022390151836,0.2615308689727778,Iris-setosa
+27,5.1089477161730255,4.2305135505064575,1.5100223880641146,0.26153084395048576,Iris-setosa
+28,6.179378141638402,3.0540653485473777,4.899929049096796,1.6665380517130846,Iris-versicolor
+29,6.1794678686085,3.0540805009025402,4.901217853376665,1.6709327162752998,Iris-versicolor
+30,5.1089477161730255,4.049828621354727,1.5100223909026935,0.26153083754693734,Iris-setosa
+31,5.1089477161730255,4.512660100809848,1.5100223914912132,0.26153094063021215,Iris-setosa
+0,5.108947716173026,3.9475330402771553,1.5100223953424543,0.2615308493530389,Iris-setosa
+1,6.179767923668069,3.0542664025739383,4.904383542684375,1.6906178774863414,Iris-virginica
+2,6.18078119265263,3.05452604412321,4.911727119647134,1.7126407376487318,Iris-virginica
+3,5.1089477161730255,3.7706706850383593,1.5100223892075573,0.26153082610961353,Iris-setosa
+4,5.1089477161730255,4.130358816888802,1.5100223898124951,0.26153084144750627,Iris-setosa
+5,6.18251953462336,3.055208815245894,4.922010963556154,1.7391860148672285,Iris-virginica
+6,5.108947716173509,3.7548509989617016,1.5100228497724109,0.261531446032577,Iris-setosa
+7,5.108947716179237,3.1602476433938778,1.5100232446859627,0.26153177981219017,Iris-setosa
+8,5.108947716173026,4.225431793957675,1.5100224064619134,0.2615309061353074,Iris-setosa
+9,5.1089477161730255,4.496287017307682,1.510022389888685,0.26153089553762926,Iris-setosa
+10,5.108947716294251,3.0599837670321626,1.5100234516269408,0.2615335059654722,Iris-setosa
+11,5.108947716173026,3.218521803870347,1.5100223914469324,0.26153081758159974,Iris-setosa
+12,5.108947716320199,3.0546896929372642,1.5100230886187427,0.2615317829922126,Iris-setosa
+13,6.181595216032358,3.055415921005323,4.916977423558199,1.7265741235964638,Iris-virginica
+14,6.179516210989196,3.0541387584877198,4.901820774861813,1.6743943408425426,Iris-versicolor
+15,6.183334415706967,3.056236458696414,4.9259709943172645,1.7292002841926708,Iris-virginica
+16,5.1089477161730255,4.281098155357694,1.5100223899801533,0.2615308558365328,Iris-setosa
+17,5.108947716173027,3.399490077449585,1.5100223998443971,0.2615308398641465,Iris-setosa
+18,6.182412039106746,3.0546833502883537,4.918226940033472,1.7491148448952614,Iris-virginica
+19,5.108947716173068,3.0727865244004624,1.510022428497158,0.26153084042308994,Iris-setosa
+20,6.18609142247545,3.05608922202473,4.938164797307355,1.7491184533880972,Iris-virginica
+21,5.1089477161730565,3.0707679078627845,1.510022413617579,0.2615308410497613,Iris-setosa
+22,5.1089477161730255,4.327210863902484,1.5100223894590759,0.26153085951418575,Iris-setosa
+23,6.1793665321647255,3.0631233605339143,1.5100419932357951,0.26156469467853133,Iris-setosa
+24,5.108947735802734,3.064184149748382,1.5100463256628505,0.26155171473969674,Iris-setosa
+25,6.180980857610348,3.054604085841882,4.913564263888158,1.7122024232246473,Iris-virginica
+26,6.18440149659026,3.0561497462458442,4.929972583754366,1.736550477409891,Iris-virginica
+27,6.179372754966827,3.0540499250950637,4.899690459472393,1.6658877739181936,Iris-versicolor
+28,6.179618252227662,3.055121155463014,4.9042109892888135,1.6749525748473704,Iris-versicolor
+29,5.108947716173033,3.8208393402700134,1.5100224340115607,0.2615309340904103,Iris-setosa
+30,6.179368743388319,3.054018563482542,4.899591420835967,1.665552614525092,Iris-versicolor
+31,6.183064698599667,3.055112583489126,4.921799475967441,1.767810863896864,Iris-virginica
+0,6.18054017306921,3.0555690076929927,4.9126726322891825,1.7012420405927366,Iris-virginica
+1,5.108947718306282,3.0650441797764905,1.5100299501546997,0.2615389778827013,Iris-setosa
+2,5.108947716217284,3.0605333191840054,1.510023356757813,0.2615314409239037,Iris-setosa
+3,6.179698566910491,3.0541544727963337,4.9034336694533405,1.6812350701732979,Iris-virginica
+4,5.108947716173617,3.0581471288555298,1.5100224603219599,0.26153092665774824,Iris-setosa
+5,6.188947777532308,3.055805875786071,4.944339172441472,1.76430034196784,Iris-virginica
+6,5.108947716173026,4.368070263726929,1.5100223973825113,0.26153090913740723,Iris-setosa
+7,5.1089477161730255,3.637828617022956,1.5100223880511763,0.261530825519874,Iris-setosa
+8,5.108947716173031,3.199332366913791,1.5100224055191016,0.2615308593875149,Iris-setosa
+9,5.108947716731878,3.0540967299552078,4.899493046658782,1.6654290005004333,Iris-setosa
+10,6.183047711496321,3.0551500092028494,4.92334071924616,1.7470899192382876,Iris-virginica
+11,5.1089477161736445,3.427286500649771,1.5100227918497775,0.2615313730977521,Iris-setosa
+12,5.1089477161730255,4.503043184871533,1.5100223908456007,0.26153091536748824,Iris-setosa
+13,5.108947716173026,3.28441120645629,1.5100223929798657,0.2615308193027234,Iris-setosa
+14,5.108947716173026,3.3851432929828698,1.510022396359407,0.26153082956925294,Iris-setosa
+15,6.179367182088034,3.054039340300999,4.8995270261424855,1.6655109634618692,Iris-versicolor
+16,6.181244389524071,3.0562615847867445,4.916103328116491,1.7054217193451304,Iris-virginica
+17,5.1089477174026845,3.1716348051602212,1.5100333895109115,0.261547362087351,Iris-setosa
+18,5.1089477161730255,4.55238416527185,1.5100223907335772,0.2615309256289992,Iris-setosa
+19,5.1089477161730255,4.139748645147762,1.5100223915415998,0.26153085253919717,Iris-setosa
+20,5.108947716173027,3.3718612138403943,1.5100223984964383,0.2615308375734064,Iris-setosa
+21,5.1089477161730255,4.388196888136053,1.5100223920702,0.26153089082256764,Iris-setosa
+22,6.182929256681886,3.0555042480965278,4.922994831559027,1.7559029549942515,Iris-virginica
+23,5.108947761958637,3.0562668196152907,4.899530746113017,1.6654913489284533,Iris-setosa