a

iris/lct_gan/0/0/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488664394,3.0540000000000007,4.899491919349832,1.6654274902824233,Iris-versicolor
+1,5.108947716175016,3.0600880341591847,1.5100223820692558,0.2874506217179498,Iris-setosa
+2,6.17938122891512,3.0540000000000256,5.123267956244673,1.6654402392816836,Iris-virginica
+3,6.179366488630044,3.0540000000000003,4.899491483717884,1.6654274791914168,Iris-versicolor
+4,6.1793778282171665,3.0540000000299803,4.913379056303334,1.6654959456096825,Iris-virginica
+5,6.179497376482587,3.0540925816471423,4.901434815054232,1.6789236078359986,Iris-virginica
+6,6.1793667897275215,3.0540000000000527,4.901964713382228,1.6654312091390342,Iris-versicolor
+7,6.179366489583169,3.6563883467479594,1.510022684966475,0.27656261464590376,Iris-setosa
+8,6.183527481869947,3.054073039522341,4.90864973431829,1.6916536862194271,Iris-virginica
+9,5.10894771618292,3.082164091573286,1.5100223822248517,0.2876887538604731,Iris-setosa
+10,6.179366490403139,3.0540078336282175,1.5100225419286244,0.26159999891212815,Iris-setosa
+11,5.108947716175092,3.05400000839507,4.899491293795922,1.6654340293685161,Iris-versicolor
+12,6.1862396712141425,3.054006967629455,4.9183443339521,1.6839419177786146,Iris-virginica
+13,6.179380402897459,3.0540000200824142,4.901092881581396,1.6657795666964654,Iris-versicolor
+14,6.17954698964544,3.0540732495466187,4.901690023634843,1.6769051895379405,Iris-virginica
+15,5.108947716174857,3.0540009756788,1.5100223820798888,0.2616652612925695,Iris-setosa
+16,6.179366489179786,3.3156745547957174,1.510022435655735,0.27824904596483485,Iris-setosa
+17,6.179366489266918,3.0540000000000003,4.899510551740161,1.6654275009493436,Iris-versicolor
+18,6.179366488622894,3.0540000000000003,4.899491306448318,1.665427477542947,Iris-versicolor
+19,6.179366490301286,3.0540000000000376,4.8995014157615655,1.6654278217108924,Iris-versicolor
+20,6.179366488624168,3.0540000000000007,4.899491310877215,1.665427481184667,Iris-versicolor
+21,6.17936649166475,3.6679826461701035,1.5100241051253456,0.270028834862591,Iris-setosa
+22,6.179366819726261,3.1276250789563993,1.5101448919427334,0.26420809262819706,Iris-setosa
+23,5.108947716173951,3.054000000000022,4.899491295084588,1.6654274879674271,Iris-versicolor
+24,6.179366488660193,3.0540000000000016,4.899491609257615,1.665427498333677,Iris-versicolor
+25,6.179366800555617,3.0583988586455657,1.5101161968312526,0.2625866684099126,Iris-setosa
+26,6.179366488633371,3.0540000000000003,4.899491629605878,1.665427478908602,Iris-versicolor
+27,6.179366489918967,3.0540000000000025,4.899508776820359,1.6654276059413489,Iris-versicolor
+28,6.179659189112709,3.0540000000008627,5.525919989028227,1.6655854819308005,Iris-virginica
+29,6.179366490923964,3.0540000001417527,4.899492123037223,1.6654308557606337,Iris-versicolor
+30,6.179366502735434,3.2670327782874464,1.5100300072062445,0.26445785262010485,Iris-setosa
+31,6.179366630907379,3.2578272655785816,1.5101135045302896,0.2644859682842436,Iris-setosa
+0,6.179366488629379,3.0540000000000007,4.899491399349353,1.6654274816216046,Iris-versicolor
+1,5.108947716532047,3.054000108744603,4.899491355500123,1.6654482144467657,Iris-versicolor
+2,6.179366488649133,3.0540000000000003,4.89949213889444,1.6654274805340212,Iris-versicolor
+3,6.179718460594681,3.0542686568776993,4.902883029112458,1.6813707393897026,Iris-virginica
+4,6.179376666264987,3.054000000001242,4.9443433747407255,1.6654629390569748,Iris-virginica
+5,6.179366541567481,3.0540005918846975,4.899504193340255,1.6655546626419835,Iris-versicolor
+6,6.1797658745296635,3.0542185959746506,4.903005496900962,1.6856357283287362,Iris-virginica
+7,6.1795896396942025,3.060500664946169,4.904348737312774,1.7080987348941687,Iris-virginica
+8,6.179887446342136,3.0540327808988836,4.902778906908466,1.6767224288374982,Iris-virginica
+9,6.179366505346433,3.0866241711291758,1.5100281631160182,0.2625354454614201,Iris-setosa
+10,6.179366524075857,3.4142008822298964,1.5100495845520128,0.26547123912784687,Iris-setosa
+11,6.179366490733352,3.707200554450238,1.5100235398212245,0.27124685460585646,Iris-setosa
+12,6.179366488636023,3.0540000000000007,4.899491445432972,1.665427486596857,Iris-versicolor
+13,6.181177828670246,3.0540000002285175,5.164668983479865,1.6666980926321902,Iris-virginica
+14,5.108947716176752,3.054000000000026,4.899491301995127,1.665427507788466,Iris-versicolor
+15,6.179366488696367,3.0540000000000016,4.8994920920209735,1.6654275003156431,Iris-versicolor
+16,6.17936648862486,3.0540000000000003,4.899491333864044,1.6654274792361117,Iris-versicolor
+17,6.1793664886235975,3.0540000000000007,4.899491304984312,1.665427481117732,Iris-versicolor
+18,6.179366488623941,3.0540000000000003,4.899491322712574,1.6654274782633798,Iris-versicolor
+19,5.108947716192864,3.092461314262226,1.5100223825055892,0.2866449229824109,Iris-setosa
+20,6.181106985745922,3.054018473995673,4.904611254775193,1.6829902512028418,Iris-virginica
+21,6.179367163234342,3.054000000000025,4.906630262974726,1.6654310888793316,Iris-versicolor
+22,6.17959005118204,3.054003968736114,4.901924021391374,1.6701245472409754,Iris-virginica
+23,6.182966399216384,3.054001350512856,4.922559976444089,1.6744012087244768,Iris-virginica
+24,5.108947716173467,3.055516625901249,1.5100223820565752,0.27175641375141785,Iris-setosa
+25,5.1089477161795935,3.0598597732568087,1.5100223821308827,0.2786024134065464,Iris-setosa
+26,6.1821979993736145,3.0540000000070275,6.05082203491176,1.666195084768855,Iris-virginica
+27,6.179366503424291,3.254946090646753,1.510029636298787,0.26398631874117756,Iris-setosa
+28,6.179883438262796,3.05400000057368,4.976999539170386,1.6663328434588112,Iris-virginica
+29,6.17936648862538,3.054000000000001,4.899491308309875,1.6654274849282678,Iris-versicolor
+30,6.17936649146952,3.0540000000001135,4.899502095554743,1.6654279683062176,Iris-versicolor
+31,6.179366580161301,3.054000000014811,4.899606435337651,1.6654372253465919,Iris-versicolor
+0,5.1089477161795545,3.0540000000012784,4.8994912972249995,1.6654276110436854,Iris-versicolor
+1,5.108947716180269,3.0540000000000402,4.899491307174478,1.6654275211543215,Iris-versicolor
+2,6.179379369703396,3.054000000002298,4.941508927020719,1.6654761782732854,Iris-virginica
+3,5.108947716181841,3.217065143047818,1.5100223821767418,0.3398749989022529,Iris-setosa
+4,6.179366488902768,3.665550572155876,1.5100224265245905,0.29036839162043926,Iris-setosa
+5,6.18022383162518,3.0540014564168136,4.907520137362257,1.671232376156628,Iris-virginica
+6,6.179366490463789,3.1059171801334555,1.5100226123546132,0.2654212195495681,Iris-setosa
+7,6.179366490742727,3.59794814643697,1.5100232328661052,0.27123033598811036,Iris-setosa
+8,5.108947716263693,3.2516976111818283,1.5100223878984755,0.29011683012022205,Iris-setosa
+9,6.1793803832198675,3.0540221678810573,4.900107971162471,1.6677293558796407,Iris-versicolor
+10,6.179366488623242,3.0540000000000007,4.899491303198938,1.6654274806250737,Iris-versicolor
+11,6.180607225172453,3.05408430949412,4.904473504797038,1.6893628299749195,Iris-virginica
+12,6.179366488695366,3.0540000000000003,4.899493519976645,1.6654274871946086,Iris-versicolor
+13,5.10894771617713,3.0540000000000247,4.899491301341844,1.6654275028826833,Iris-versicolor
+14,5.108947716173173,3.0540000000000056,4.899491293937591,1.6654274778409859,Iris-versicolor
+15,5.108947716195963,3.0560998647473103,1.5100223825097154,0.2678382761790074,Iris-setosa
+16,5.108947716206153,3.0540000001821554,4.899491301060387,1.6654298855909033,Iris-versicolor
+17,6.1793664891433115,3.7367029429312844,1.5100225401842218,0.279947517706556,Iris-setosa
+18,5.108947716181632,3.078540629907226,1.5100223821677916,0.29339506596721654,Iris-setosa
+19,6.179608339046219,3.0540004489251147,4.903623889155503,1.6688109318679847,Iris-virginica
+20,5.108947716245317,3.054000238263245,4.899491305198595,1.6654887558276446,Iris-versicolor
+21,6.179366489707255,3.0639619159522584,1.5100224737196215,0.26378004305279334,Iris-setosa
+22,6.17936649254102,3.4933300683628628,1.5100239500923993,0.2696353025597652,Iris-setosa
+23,5.108947716284007,3.3259220408781607,1.5100223905543728,0.2979758987322497,Iris-setosa
+24,6.179410515522173,3.054483927580105,4.900889138562092,1.6768331444776543,Iris-virginica
+25,6.179366488635404,3.0540000000000007,4.899491543214486,1.665427482970373,Iris-versicolor
+26,6.179366488623636,3.0540000000000003,4.899491313470883,1.6654274785886856,Iris-versicolor
+27,5.108947716218912,3.0540000000092067,4.899491313093464,1.6654282546809247,Iris-versicolor
+28,6.17936650348282,3.0541309196021356,1.5100262310491555,0.2616360190323406,Iris-setosa
+29,6.179366491091665,3.054000000010072,4.899493089181591,1.6654294739121183,Iris-versicolor
+30,5.1089477161732235,3.0540000000000043,4.899491294086131,1.6654274786811334,Iris-versicolor
+31,6.179368038744061,3.0573367102632973,1.5102361791771681,0.2635391072779601,Iris-setosa
+0,6.179366488995655,3.4613617333292095,1.5100224240586475,0.2847425541033284,Iris-setosa
+1,6.179366489771134,3.3377802885138212,1.5100225435834824,0.27385194539192487,Iris-setosa
+2,6.17950749757574,3.0572946992197068,4.902639700469358,1.696131024847626,Iris-virginica
+3,5.1089477161816825,3.191317531885778,1.5100223821749126,0.33350212946776703,Iris-setosa
+4,6.186485846345607,3.0540159399933686,4.917305395192711,1.6857423191614171,Iris-virginica
+5,5.108947716173276,3.0540000000000815,4.899491293885864,1.6654274815668413,Iris-versicolor
+6,6.179366503177552,3.368941375273503,1.5100302588558967,0.2658228965368004,Iris-setosa
+7,6.179366488699336,3.0540000000000016,4.8994921336864365,1.6654275033430432,Iris-versicolor
+8,6.179366488626876,3.0540000000000003,4.899491393840062,1.6654274787276881,Iris-versicolor
+9,6.179366497737961,3.2592373033634936,1.5100260512062407,0.2648998802198264,Iris-setosa
+10,6.179366491038722,3.671572156412119,1.5100235554107977,0.2710993340375461,Iris-setosa
+11,6.179741840302215,3.05400000000097,5.5884030761409464,1.6656095990829412,Iris-virginica
+12,6.179372242789798,3.0540000000052445,4.914316248768066,1.6654609218874823,Iris-versicolor
+13,6.179374935705849,3.054086910758968,4.9001352580649336,1.6685574894878565,Iris-versicolor
+14,6.179366489079365,3.054000000002911,4.8994915111918225,1.6654285971211578,Iris-versicolor
+15,6.17953818140481,3.054000002643723,4.920687974068221,1.6661353304235855,Iris-virginica
+16,6.179366488624423,3.054000000000001,4.899491305218125,1.6654274836731255,Iris-versicolor
+17,5.108947716202194,3.1680638024610386,1.5100223829870776,0.29165574012410356,Iris-setosa
+18,6.179366489047096,3.67947097477636,1.510022472416133,0.2840196269271877,Iris-setosa
+19,5.10894771629121,3.494392867551863,1.510022396619301,0.30021323987969906,Iris-setosa
+20,6.179366901247426,3.054078691915399,4.899614722953206,1.6665087881738736,Iris-setosa
+21,5.108947716176588,3.0540000000000176,4.899491301244113,1.6654275004444472,Iris-versicolor
+22,6.179399060004814,3.054000000000099,5.200866588705042,1.6654569553759682,Iris-virginica
+23,6.191657999787295,3.0540009642124053,4.953016610856297,1.6788143408132195,Iris-virginica

iris/lct_gan/0/0/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/0/0/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
+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/0/0/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/0/1/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.17936648862908,3.0540000000000007,4.899491353573868,1.6654274855350817,Iris-versicolor
+1,6.179366488628423,3.054000000000001,4.89949132998017,1.6654274867082584,Iris-versicolor
+2,6.17936846585782,3.0540000000000065,4.938682064701001,1.6654308872373371,Iris-versicolor
+3,6.179366488624015,3.0540000000000007,4.899491312377649,1.6654274806319893,Iris-versicolor
+4,6.179366488623958,3.0540000000000003,4.899491321605623,1.6654274786166907,Iris-versicolor
+5,5.10894771617689,3.2571614190532285,1.5100223820925534,0.3791007249606627,Iris-setosa
+6,6.179366489192302,3.485559218645519,1.510022459465606,0.2840875055200687,Iris-setosa
+7,6.179366489217315,3.666260272671032,1.5100225275446744,0.2809953242240957,Iris-setosa
+8,6.179650157731377,3.05701413188957,4.9039984139955966,1.7045345945462813,Iris-virginica
+9,6.185707243643717,3.054000000009128,6.465714039696404,1.6666507934599775,Iris-virginica
+10,6.179366488646959,3.0540000000000145,4.8994913506370965,1.6654275207534537,Iris-versicolor
+11,5.1089477161736045,3.054000000000126,4.899491294105849,1.6654274882029674,Iris-versicolor
+12,5.108947716186779,3.0547530100026976,1.5100223823046817,0.265763565494122,Iris-setosa
+13,5.108947716173365,3.054000000000001,4.899491295731826,1.6654274813246024,Iris-versicolor
+14,5.1089477161764645,3.054000000019611,4.899491294585931,1.6654277996063223,Iris-versicolor
+15,6.20910651819075,3.0540000024162772,5.604566519837651,1.6718996063841394,Iris-virginica
+16,6.179366496741952,3.4824900833239147,1.5100261252298581,0.2682120960605475,Iris-setosa
+17,5.108947716173676,3.0540002820819185,1.5100223820640046,0.26154949917179576,Iris-setosa
+18,6.179366489081042,3.0540000000000003,4.899505501013746,1.6654274992543174,Iris-versicolor
+19,6.179366495523651,3.239913367958916,1.5100245337718967,0.26509379868131683,Iris-setosa
+20,5.1089477161770995,3.054000000001276,4.8994912956249586,1.6654275810371066,Iris-versicolor
+21,6.179366488625013,3.0540000000000007,4.899491316032772,1.6654274822064092,Iris-versicolor
+22,6.179366492929825,3.1901800714401287,1.5100234907190997,0.26510119438631013,Iris-setosa
+23,6.179366488871046,3.0540000000005345,4.89949156938108,1.6654280175721297,Iris-versicolor
+24,5.108947716174756,3.054000002393412,4.899491293792031,1.6654295780676553,Iris-versicolor
+25,5.108947716180586,3.0947346091428884,1.5100223821502063,0.29991126452290784,Iris-setosa
+26,5.1089477161732235,3.054000000000001,4.89949129476927,1.6654274805960285,Iris-versicolor
+27,6.179559364346387,3.0540000000007215,5.411899503647381,1.665550477794069,Iris-virginica
+28,6.179366488683326,3.0540000000000007,4.899492582393952,1.6654274887090088,Iris-versicolor
+29,5.108947716178609,3.0541337032523503,1.5100223821213643,0.264224602098388,Iris-setosa
+30,6.179366492548712,3.0540000000000007,4.89959908836127,1.6654275586607277,Iris-versicolor
+31,6.179366488623581,3.0540000000000007,4.899491308546551,1.665427479599992,Iris-versicolor
+0,6.1793666619246315,3.054000000000043,4.900626431542833,1.6654295631439708,Iris-versicolor
+1,5.108947716192924,3.1906620274320288,1.510022382522425,0.30742917786602897,Iris-setosa
+2,5.108947716190637,3.0540761356148765,1.510022382442901,0.2627021057020532,Iris-setosa
+3,6.179366488646485,3.0540000000000114,4.899491357493058,1.6654275151503728,Iris-versicolor
+4,5.108947716178769,3.054000004635491,4.8994912941185245,1.665435053539673,Iris-versicolor
+5,6.179568273176805,3.059662432717562,4.9040441386228295,1.7104659388209582,Iris-virginica
+6,6.201568798275237,3.0540001345993604,5.050614954746045,1.6770995130761857,Iris-virginica
+7,6.179366520328169,3.054000000000001,4.9002225423941095,1.6654277943623623,Iris-versicolor
+8,6.179366490751024,3.0540000000000007,4.899549398167092,1.6654275471738336,Iris-versicolor
+9,5.108947716279707,3.463290767950272,1.5100223937967705,0.30070930470125656,Iris-setosa
+10,6.1848659290363415,3.0540000008553823,5.237395150010145,1.6680048248295665,Iris-virginica
+11,6.182108154500007,3.0540000003003627,5.217248376867144,1.6670379982404784,Iris-virginica
+12,6.203191574713633,3.0540001089827635,5.065226711950111,1.67728672811193,Iris-virginica
+13,6.1794949620553155,3.06327592782388,4.903354079812766,1.7057227576968228,Iris-virginica
+14,6.179366510550927,3.060069983428745,1.510032420792499,0.2619955992274816,Iris-setosa
+15,6.1793664915283735,3.6041085179455234,1.5100237478615404,0.27010019251338435,Iris-setosa
+16,6.179366595507431,3.054615466004558,1.5100464302422796,0.26195790943343117,Iris-setosa
+17,6.179366495009923,3.4555071162165216,1.5100250220359477,0.26855183625867834,Iris-setosa
+18,5.1089477161733745,3.0540000000000007,4.899491296101567,1.6654274814781835,Iris-versicolor
+19,6.182978548249357,3.0540021232343237,4.917422836011999,1.676659844651625,Iris-virginica
+20,5.1089477161737795,3.126835507510916,1.5100223820576326,0.3674780221027532,Iris-setosa
+21,5.108947716482532,3.05408057093998,1.5100224114203817,0.2618710183005756,Iris-setosa
+22,6.179367855087561,3.0711642809582846,1.5102447806671682,0.26570769820120244,Iris-setosa
+23,6.20086178813888,3.054001881268081,4.958641469702047,1.6842765712312897,Iris-virginica
+24,6.195914559130041,3.0540001402455226,5.014394537039205,1.6764191735139415,Iris-virginica
+25,5.108947716176865,3.0540362391491906,1.5100223821015681,0.26306045660112903,Iris-setosa
+26,6.1793664931297005,3.6446880765099268,1.5100249876685112,0.2691172783786824,Iris-setosa
+27,6.179710605266373,3.054000000018084,5.110748306220029,1.6658019029887738,Iris-virginica
+28,5.108947716247969,3.0540870592355733,1.5100223855750314,0.26221508757917933,Iris-setosa
+29,6.179366488625636,3.0540000000000007,4.899491315733671,1.6654274840681687,Iris-versicolor
+30,5.108947716177927,3.19822429701285,1.5100223821088763,0.3436295199429915,Iris-setosa
+31,6.1793693853317855,3.054887686496871,4.900005510218986,1.6702466874640665,Iris-setosa
+0,6.189099460572413,3.0540000383123376,5.02811907130646,1.6726138734462712,Iris-virginica
+1,5.108947716173396,3.0540000053476533,4.89949129368959,1.6654283533071395,Iris-versicolor
+2,6.186443303814845,3.054016842482411,4.914881354836253,1.6885320528031231,Iris-virginica
+3,6.179366488723462,3.054000000000006,4.899491913463776,1.6654275356036816,Iris-versicolor
+4,6.19220361867259,3.0540006675944618,4.955388133415569,1.6805376750990293,Iris-virginica
+5,6.179366491385775,3.2658012861297414,1.5100230861280037,0.26697534548466895,Iris-setosa
+6,6.217311272026008,3.05400002603909,5.281678579328183,1.6763824988612799,Iris-virginica
+7,6.1793664977543195,3.054895141091545,1.5100245189600916,0.26181536380499115,Iris-setosa
+8,6.180978077262392,3.0540151809405254,4.905335904386331,1.6795850378843609,Iris-virginica
+9,5.108947716236402,3.054029020900219,1.5100223855495551,0.2618513784996766,Iris-setosa
+10,5.108947716178827,3.0548572763750736,1.510022382129308,0.26830071757480417,Iris-setosa
+11,6.179366502114795,3.0540000010199093,4.899495129044709,1.6654353921194467,Iris-versicolor
+12,6.179366488623857,3.0540000000000003,4.899491341144566,1.6654274769091302,Iris-versicolor
+13,6.179374553547168,3.0540436147135592,4.90007601476177,1.6687159958391031,Iris-versicolor
+14,6.17936648862814,3.054000000000003,4.899491312205903,1.6654274918503367,Iris-versicolor
+15,6.179366489641719,3.054000000003654,4.8994921977335295,1.6654285517467207,Iris-versicolor
+16,6.179366489101636,3.0540000000000047,4.89949664869751,1.6654275678541237,Iris-versicolor
+17,6.179394028911307,3.0632104237439566,4.901095617257886,1.6864543749613252,Iris-setosa
+18,6.179368647324574,3.0542319904384962,4.899894736621833,1.6690113781800706,Iris-setosa
+19,6.194784710218392,3.0540000441008495,5.070416088775418,1.6739964514893069,Iris-virginica
+20,5.108947716676208,3.0540002478198103,4.8994913586866975,1.6654697288583,Iris-versicolor
+21,5.108947716284306,3.2337289508119,1.5100223900199035,0.2839730214405113,Iris-setosa
+22,6.179366488623848,3.0540000000000003,4.899491326956531,1.665427477801156,Iris-versicolor
+23,6.179366541187728,3.0675062496621575,1.5100489439029883,0.2621587416731066,Iris-setosa
+24,6.179366491771794,3.058884434523518,1.5100229055500802,0.2624695331261836,Iris-setosa
+25,6.17936854602433,3.0765216302106064,1.5102910760222092,0.26649220223815234,Iris-setosa
+26,6.179366489495052,3.3816466424373237,1.5100225087859278,0.27605108037517,Iris-setosa
+27,6.1793668342538846,3.054000000000006,4.904910629903983,1.6654290496892297,Iris-versicolor
+28,6.179366488650936,3.0540000000000003,4.8994922758020625,1.6654274806201228,Iris-versicolor
+29,6.1793666254171296,3.3277192688232633,1.5101089850243539,0.264849388702376,Iris-setosa
+30,5.108947716173331,3.054000000000002,4.899491294869505,1.6654274801792333,Iris-versicolor
+31,6.17952839543666,3.0540000019568354,4.924502337628707,1.6660409346694423,Iris-virginica
+0,5.108947716247984,3.162226482237721,1.5100223857069937,0.2826866168151902,Iris-setosa
+1,6.182024024050179,3.0540000007839976,5.104848115478672,1.6674270171573102,Iris-virginica
+2,6.179366488943898,3.532628497977578,1.510022417497625,0.2908147863376615,Iris-setosa
+3,6.1793664886388555,3.0540000000000007,4.899491498513964,1.665427485644739,Iris-versicolor
+4,5.108947716174298,3.054000127165864,1.5100223820755279,0.26155096549338264,Iris-setosa
+5,6.179368704470064,3.054000281383601,4.899736060838825,1.6659951610927963,Iris-versicolor
+6,6.179366512461419,3.466814052872004,1.510038443850175,0.26628076452839367,Iris-setosa
+7,6.189140737026974,3.054000155259564,4.978051008223123,1.6746962201427236,Iris-virginica
+8,6.179366489819333,3.381466049002664,1.5100225628158939,0.27623121776480547,Iris-setosa
+9,6.1793678011497555,3.0542113480775233,4.89984698019444,1.6677576795712319,Iris-setosa
+10,6.179366490162389,3.054000000000004,4.899508789197431,1.6654276306163351,Iris-versicolor
+11,6.179366488623148,3.0540000000000007,4.899491302224983,1.6654274809647327,Iris-versicolor
+12,5.108947716173159,3.0542576032252033,1.5100223820555212,0.2625568314185856,Iris-setosa
+13,6.179382670003556,3.064281318373035,1.5106920669554795,0.2695422909657776,Iris-setosa
+14,6.179366957428254,3.2440769211317715,1.510169683201494,0.26706725601171266,Iris-setosa
+15,6.1793664967891555,3.4541994559249853,1.5100266473236292,0.2667244284203776,Iris-setosa
+16,6.179366488627674,3.0540000000000007,4.899491335576302,1.6654274840141483,Iris-versicolor
+17,6.179366538396413,3.405017225679826,1.510061006834779,0.2653791572241578,Iris-setosa
+18,6.179366489099934,3.0540000000000065,4.89949538238996,1.6654275722482066,Iris-versicolor
+19,6.179401028474762,3.054244464133572,4.900720792644399,1.6725598790067933,Iris-virginica
+20,6.1793664978480205,3.054000000000104,4.899534363234919,1.665428382045219,Iris-versicolor
+21,6.179366488803307,3.054000000000006,4.899492521527196,1.6654275429893854,Iris-versicolor
+22,6.179369149546893,3.0540000000060394,4.904794001638652,1.6654509205041466,Iris-versicolor
+23,6.1877779879601515,3.0540000002922425,5.538463552136721,1.6680242930725602,Iris-virginica

iris/lct_gan/0/1/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/0/1/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
+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/0/1/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/0/10/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947716174369,3.054000000000013,4.899491296192063,1.665427489220158,Iris-versicolor
+1,6.179366490561451,3.724942294571608,1.5100234327275515,0.2714915072750359,Iris-setosa
+2,5.108947716184315,3.0540000002903103,4.899491295344049,1.6654293103519848,Iris-versicolor
+3,6.179375331730484,3.0551868993191342,4.900315594967224,1.6724090319344462,Iris-setosa
+4,5.108947716173778,3.054000000000002,4.899491297432079,1.6654274837969698,Iris-versicolor
+5,6.1793664886235495,3.0540000000000003,4.899491313965965,1.6654274782988394,Iris-versicolor
+6,6.18003799459347,3.0540000000005496,6.070042551260892,1.6656363218958252,Iris-virginica
+7,6.179366490870641,3.0541578875067095,1.510022775463557,0.2616831802913312,Iris-setosa
+8,6.179442052768565,3.054000000007875,4.997047858445154,1.6655766786209074,Iris-virginica
+9,6.196855931404938,3.054001750320488,4.955090858263889,1.6821005358585028,Iris-virginica
+10,5.108947716247376,3.0541963961374785,1.510022385413574,0.2625544330789741,Iris-setosa
+11,6.179366489631961,3.090709411766056,1.5100224944508511,0.26506055870613304,Iris-setosa
+12,6.17936648862318,3.0540000000000007,4.899491300231244,1.6654274819635002,Iris-versicolor
+13,6.179366488693778,3.0540000000000123,4.899491567058113,1.6654275389792812,Iris-versicolor
+14,6.179366490341842,3.5339226607709313,1.5100229149839215,0.27309500200520653,Iris-setosa
+15,6.17936648863127,3.0540000000000007,4.899491372969634,1.6654274864529965,Iris-versicolor
+16,6.179366577654315,3.0695642237067635,1.5100624668402967,0.2624597363746492,Iris-setosa
+17,6.179366488625149,3.0540000000000003,4.899491334767221,1.665427479604218,Iris-versicolor
+18,6.179366488632969,3.0540000000000007,4.899491401133307,1.6654274867256649,Iris-versicolor
+19,6.179366488623548,3.0540000000000003,4.899491312797866,1.6654274787838976,Iris-versicolor
+20,6.179444331692655,3.0540075755007585,4.900885108818188,1.6710054770798137,Iris-virginica
+21,5.108947716208107,3.4340740936864917,1.5100223837757438,0.3318009381018955,Iris-setosa
+22,5.1089477162129935,3.3096755865765064,1.5100223838059768,0.3141541049616773,Iris-setosa
+23,6.1793664886230335,3.0540000000000007,4.8994912996751125,1.6654274812964152,Iris-versicolor
+24,6.179399224863025,3.0676609927475424,1.5109487469825933,1.694608224557668,Iris-setosa
+25,5.10894771617476,3.05400000000001,4.899491297727911,1.6654274894680268,Iris-versicolor
+26,6.179366488964994,3.0540000000000243,4.899492684062816,1.665427624450759,Iris-versicolor
+27,6.17937543785617,3.16542781061405,1.5105689284258257,0.2734989020350242,Iris-setosa
+28,5.10894771617357,3.0540000000000007,4.899491297633654,1.6654274819829347,Iris-versicolor
+29,6.179366489017766,3.0540000000000034,4.899495975271494,1.6654275504639227,Iris-versicolor
+30,6.179366491063392,3.736657298719871,1.5100239720308464,0.26978986786564696,Iris-setosa
+31,6.1793664917904305,3.397678270145758,1.5100233958020615,0.2691440497255842,Iris-setosa
+0,6.179366492093473,3.054000000000287,4.899500305749477,1.6654280952453555,Iris-versicolor
+1,6.1793665029731715,3.054000029215564,4.8994933712573125,1.6654501232573489,Iris-versicolor
+2,5.108947716349129,3.1113240808524494,1.5100223966423199,0.2714968419798493,Iris-setosa
+3,6.179366489340542,3.770223567531751,1.5100226793853924,0.2760296474667776,Iris-setosa
+4,6.179367048797448,3.054122907261162,4.899630088953362,1.6664376624676758,Iris-setosa
+5,6.179366542142365,3.054000000000011,4.900006796469623,1.665428355449549,Iris-versicolor
+6,6.179366488625776,3.0540000000000007,4.899491331707244,1.6654274827037898,Iris-versicolor
+7,5.10894771619153,3.441736680073943,1.510022382665749,0.3620276981661786,Iris-setosa
+8,5.108947716174283,3.0540000000000056,4.899491297326514,1.6654274868201162,Iris-versicolor
+9,6.188827065950988,3.054003437857964,4.930571908545049,1.6815743419095255,Iris-virginica
+10,5.108947716238762,3.0540000000065834,4.899491322439391,1.665428395192606,Iris-versicolor
+11,6.185057764330637,3.0540000000769574,5.676383814085857,1.6671155514725817,Iris-virginica
+12,6.180015143477979,3.054007441053494,4.903723843454059,1.671416685393157,Iris-virginica
+13,6.179366490154073,3.7816511058790145,1.5100233879704668,0.27050154466906656,Iris-setosa
+14,6.179366488630161,3.0540000000000007,4.899491416263427,1.6654274812728618,Iris-versicolor
+15,6.1793664886238755,3.0540000000000003,4.899491320309735,1.6654274785627232,Iris-versicolor
+16,6.179366488681821,3.0540000000000025,4.899491797088028,1.6654275158839977,Iris-versicolor
+17,6.179366497424325,3.1850671856421977,1.5100251354752938,0.2644218450427773,Iris-setosa
+18,6.1793665319752025,3.054000000000003,4.900135109497318,1.665428009266845,Iris-versicolor
+19,6.179366491663032,3.054141690413301,1.5100228332128778,0.26167092625446,Iris-setosa
+20,6.179366488644837,3.0540000000000256,4.899491334577232,1.6654275270695207,Iris-versicolor
+21,6.179366488633712,3.0540000000000003,4.899491594884293,1.6654274795392514,Iris-versicolor
+22,6.179366488622856,3.0540000000000003,4.899491303233279,1.6654274784036485,Iris-versicolor
+23,6.179366488634189,3.0540000000000007,4.899491448869153,1.6654274858455496,Iris-versicolor
+24,6.1793664891505085,3.6930160233061478,1.5100225158034088,0.28150982603639274,Iris-setosa
+25,6.179880669592579,3.0540000000031102,5.469196052988158,1.665700384942328,Iris-virginica
+26,5.108947716178235,3.056457651081023,1.5100223821077983,0.2734912651332707,Iris-setosa
+27,5.108947716176936,3.0540113226185586,1.5100223821005196,0.262376747047433,Iris-setosa
+28,6.180313494186603,3.0540119759447077,4.903539806040736,1.6783395882787255,Iris-virginica
+29,6.179366488631856,3.054000000000004,4.899491330474116,1.6654274953109596,Iris-versicolor
+30,5.108947716231075,3.5512999684413566,1.510022387554711,0.318263942433428,Iris-setosa
+31,6.17936767426769,3.054000000049645,4.900507661480636,1.6654539808762676,Iris-versicolor
+0,6.179366737603405,3.3291290876602084,1.5101453147670245,0.2653460841451842,Iris-setosa
+1,6.189807703320402,3.05400001651903,5.081306009606995,1.6715472832252476,Iris-virginica
+2,5.108947716209913,3.4272824050348643,1.5100223839399132,0.33024000227870026,Iris-setosa
+3,5.108947716173528,3.054000000083478,4.899491293751255,1.6654275558854936,Iris-versicolor
+4,6.1835066229856634,3.054023835480549,4.911222050333818,1.6826670284505736,Iris-virginica
+5,6.17936652184217,3.4655453910771263,1.5100465260902192,0.26605879816934647,Iris-setosa
+6,6.179494953122715,3.0540000152089317,4.908488137308051,1.6663599668004319,Iris-virginica
+7,6.179366493985201,3.054000000000121,4.899514312486177,1.665428448674685,Iris-versicolor
+8,5.108947716182882,3.0540000003592964,4.89949129534997,1.6654295047707022,Iris-versicolor
+9,6.179366489593832,3.138505266705823,1.5100224858975377,0.26778375488348793,Iris-setosa
+10,6.179391372048373,3.0540378782183466,4.900367591092262,1.6694772081776907,Iris-versicolor
+11,6.182029883661385,3.0540168394968426,4.908488865049979,1.680349168868855,Iris-virginica
+12,6.179366488624458,3.0540000000000003,4.8994913399319495,1.6654274782161456,Iris-versicolor
+13,6.179366488625309,3.0540000000000007,4.899491315980825,1.6654274827960485,Iris-versicolor
+14,5.1089477161736045,3.054000000000127,4.89949129417491,1.6654274919726362,Iris-versicolor
+15,6.17936648980936,3.054000000000009,4.899500846587995,1.6654276788935096,Iris-versicolor
+16,6.1804326670077705,3.0540000853134335,4.917587571458158,1.6701087902643474,Iris-virginica
+17,5.108947716173353,3.054000000059502,4.899491293732559,1.665427515230516,Iris-versicolor
+18,6.179366492162108,3.072919857272544,1.5100230349895385,0.26326648082508913,Iris-setosa
+19,6.179366488689406,3.0540000000000025,4.899491796463315,1.6654275044772497,Iris-versicolor
+20,5.108947716176901,3.054000006518476,4.899491293923895,1.6654378642583976,Iris-versicolor
+21,6.179366531013757,3.054000000002806,4.899552121257351,1.6654309091220358,Iris-versicolor
+22,6.179366489021645,3.7182990011242425,1.5100224777055213,0.28349919451219907,Iris-setosa
+23,6.188937618246844,3.0540000000632825,6.019585744229468,1.6674897349079896,Iris-virginica
+24,6.179368547529833,3.0540000000036645,4.903801027090707,1.665447028026789,Iris-versicolor
+25,5.108947716236176,3.471288164416701,1.5100223872002494,0.3130617151272029,Iris-setosa
+26,6.17961678052737,3.0540000000282337,5.044885569959777,1.6657734325543223,Iris-virginica
+27,6.179366495722835,3.360383781115305,1.5100254112473657,0.26640772027262655,Iris-setosa
+28,6.179367995454313,3.209251830304224,1.5102735977058315,0.26821091695935767,Iris-setosa
+29,5.10894771617508,3.0540000000000322,4.899491296808465,1.665427497758188,Iris-versicolor
+30,6.179366488625627,3.054000000000001,4.899491312611889,1.6654274846160093,Iris-versicolor
+31,5.1089477161757655,3.054000000000005,4.899491302996458,1.665427490148126,Iris-versicolor
+0,6.184416857524697,3.054013339597936,4.914965081896833,1.6820692323462851,Iris-virginica
+1,6.183664133741058,3.054000004053942,5.065090650004925,1.6686187981808114,Iris-virginica
+2,6.179366493104195,3.0540000000000407,4.899520844268912,1.6654279868381054,Iris-versicolor
+3,6.179366488627453,3.0540000000000007,4.899491359765345,1.6654274814626673,Iris-versicolor
+4,6.179366536843766,3.3265924080350615,1.510059856573084,0.2642048764224816,Iris-setosa
+5,6.179366489766087,3.0540000000000003,4.899526288067755,1.6654275050379466,Iris-versicolor
+6,5.108947716443065,3.054318775636943,1.5100224040438401,0.26226202233116985,Iris-setosa
+7,6.17936648862439,3.0540000000000007,4.899491315058099,1.6654274826604458,Iris-versicolor
+8,5.108947716174618,3.245504513391897,1.5100223820644991,0.4123453627839988,Iris-setosa
+9,6.1807603417859,3.054201220438587,4.905369667390734,1.6936668581734708,Iris-virginica
+10,5.108947716219434,3.0551528507973016,1.5100223836580575,0.2642895012018785,Iris-setosa
+11,6.181491009455434,3.0540004293202365,4.921510180181605,1.6711373999563464,Iris-virginica
+12,6.179568294331816,3.054014286718002,4.901511382533442,1.6720241381309633,Iris-virginica
+13,6.179366488624992,3.054000000000001,4.899491311163389,1.6654274846039725,Iris-versicolor
+14,6.1793664887728035,3.0540000000000314,4.8994916689549095,1.6654275930232174,Iris-versicolor
+15,6.182102380990349,3.054001465876911,4.9177781491687025,1.67393853942074,Iris-virginica
+16,6.179394177336802,3.054000000000742,5.020906987773636,1.6654733072257721,Iris-virginica
+17,6.1795059596108075,3.059709527056777,4.902919601466474,1.6980040642776704,Iris-virginica
+18,6.179366496342384,3.0540000000000074,4.899567158250588,1.6654278243914684,Iris-versicolor
+19,6.179366543288487,3.0540232060397328,4.899509261503274,1.6658215887078984,Iris-setosa
+20,6.179366506236287,3.5759311510418446,1.5100349596570615,0.2669564208732346,Iris-setosa
+21,6.179366488623218,3.0540000000000003,4.899491316892081,1.665427477083848,Iris-versicolor
+22,5.1089477161778,3.054000000000568,4.899491297092311,1.665427567714865,Iris-versicolor
+23,5.1089477162326205,3.0766434940730196,1.510022385038967,0.27124380641646,Iris-setosa

iris/lct_gan/0/10/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/0/10/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
+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/0/10/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/0/11/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366490925264,3.054000002612155,4.8994918189484284,1.665435822720975,Iris-versicolor
+1,6.179366488627372,3.0540000000000003,4.899491422529181,1.6654274783898178,Iris-versicolor
+2,6.192295006227978,3.0540062610359087,4.9297663552931414,1.6879125290695038,Iris-virginica
+3,6.179366933804864,3.106926955276635,1.5101588336730607,0.26469219487452567,Iris-setosa
+4,6.179366488623229,3.0540000000000003,4.899491312987656,1.6654274776070401,Iris-versicolor
+5,6.1827252782806355,3.0540024290098184,4.918134569181012,1.6752633269289863,Iris-virginica
+6,6.179366489118214,3.6743006602146897,1.5100224990825657,0.2818634145129062,Iris-setosa
+7,6.179399598931983,3.05400000000136,5.006101512078074,1.6654875234437865,Iris-virginica
+8,6.179366488624163,3.0540000000000007,4.89949131221365,1.6654274803044644,Iris-versicolor
+9,6.179366488623176,3.0540000000000007,4.899491303270052,1.6654274811243885,Iris-versicolor
+10,6.179384933197555,3.0540004641350644,4.900399989873679,1.6663717183622468,Iris-versicolor
+11,5.108947716174459,3.054000001684586,4.899491293783389,1.6654291100094554,Iris-versicolor
+12,6.179366496885111,3.5169380169598643,1.510026774491546,0.2675288132683018,Iris-setosa
+13,6.179388750414741,3.0853143664354947,1.5108333739476458,0.2728992629935572,Iris-setosa
+14,6.179366492661274,3.055657982471726,1.5100230889955242,0.2620236001271402,Iris-setosa
+15,6.179366488772322,3.0540000000000087,4.899492067691399,1.6654275432174277,Iris-versicolor
+16,6.1793664914750766,3.128886180606779,1.5100229611577125,0.2643806308264084,Iris-setosa
+17,5.108947716177785,3.21181945886843,1.5100223821043026,0.35661478885026077,Iris-setosa
+18,6.179371797836711,3.055743882721934,4.900177718357284,1.6700288088036788,Iris-setosa
+19,6.179366488835378,3.054000000000003,4.899493607290005,1.6654275441882118,Iris-versicolor
+20,6.179367180333768,3.296280530283208,1.5102164825759952,0.2665265309590833,Iris-setosa
+21,6.179369081652497,3.054000000000007,4.949736081566388,1.6654312598403715,Iris-versicolor
+22,6.179366502538719,3.0541570936568236,1.510025080512601,0.26163228232607016,Iris-setosa
+23,5.1089477161733745,3.054001210620939,1.510022382059074,0.2615587785089083,Iris-setosa
+24,5.108947716173689,3.0540000411560135,1.5100223820679914,0.26153444263949593,Iris-setosa
+25,6.179781547669358,3.0548240959477186,4.903704026752137,1.693379330462676,Iris-virginica
+26,6.179366493558918,3.054000000000001,4.899592729150678,1.6654276092820994,Iris-versicolor
+27,6.179366542451944,3.0540000000000154,4.899996375777792,1.665428747525839,Iris-versicolor
+28,5.108947716278966,3.054000251273642,4.8994913041744885,1.6655064583388046,Iris-versicolor
+29,6.179366800903313,3.0622955351758505,1.5101326832209963,0.26328437232284635,Iris-setosa
+30,5.1089477161739305,3.054000000000035,4.899491294771826,1.6654274891767042,Iris-versicolor
+31,6.179366498240752,3.0540000000000007,4.899753513014595,1.6654276037214502,Iris-versicolor
+0,6.179366488676373,3.0540000000000003,4.899493052848654,1.6654274836547591,Iris-versicolor
+1,5.108947716545922,3.054000243287635,4.899491353306509,1.6654724713815492,Iris-versicolor
+2,6.179366488624191,3.0540000000000003,4.899491336828936,1.6654274778153315,Iris-versicolor
+3,6.179366488634261,3.054000000000001,4.899491400979252,1.6654274874365487,Iris-versicolor
+4,6.179366497292222,3.0540028036198392,4.899493455334038,1.6655136847046,Iris-versicolor
+5,6.1793870608202885,3.0540000000003307,5.030411100371514,1.6654639418157848,Iris-virginica
+6,5.10894771622331,3.0540237733464544,1.5100223836904232,0.26195308269795553,Iris-setosa
+7,6.188130536499394,3.054011904207742,4.917764332233879,1.6899657419171523,Iris-virginica
+8,6.179366499464649,3.0540000000477288,4.899496578950715,1.6654323149621135,Iris-versicolor
+9,5.108947716225875,3.0540048929007906,1.5100223837561992,0.261765101583145,Iris-setosa
+10,6.185135607450234,3.0540000000070755,6.504779514052841,1.6665367348252718,Iris-virginica
+11,6.179366488624949,3.0540000000000003,4.8994913332220165,1.6654274798410764,Iris-versicolor
+12,5.1089477161759085,3.064478354639004,1.5100223820745726,0.29498238557967105,Iris-setosa
+13,5.108947716173721,3.1714119418886932,1.5100223820570884,0.39075923545648017,Iris-setosa
+14,5.108947716226933,3.3963854983159583,1.5100223852080428,0.3162260194816447,Iris-setosa
+15,6.192939639801721,3.0540000298806786,5.0711817451981,1.6732755310645933,Iris-virginica
+16,6.179366529436675,3.0540000000000007,4.900591460260143,1.6654276797811605,Iris-versicolor
+17,5.108947716204121,3.483523337416701,1.5100223836613635,0.339487058929263,Iris-setosa
+18,6.179366525769592,3.054000238147395,4.8994966871520065,1.6654728408481843,Iris-versicolor
+19,6.179367309012609,3.1514273825117334,1.5101964481481231,0.26711382005436374,Iris-setosa
+20,6.179394860236784,3.054000000000083,5.197644825943761,1.6654537416512494,Iris-virginica
+21,6.179374469871448,3.0540000005471732,4.90283263591523,1.6655577470076581,Iris-versicolor
+22,6.179368785955187,3.2235487719102824,1.5103236086808627,0.2691666848840816,Iris-setosa
+23,5.108947716176113,3.1188663295736085,1.5100223820774088,0.3335882434318048,Iris-setosa
+24,6.182162881968436,3.0540405695313315,4.906567294928522,1.6848065841141409,Iris-virginica
+25,6.179366490346907,3.6936186196277054,1.510023156527887,0.2727201844801011,Iris-setosa
+26,5.108947716173793,3.054000218838332,1.5100223820664138,0.2615479272522441,Iris-setosa
+27,6.179370233525715,3.058748619570351,1.5103477459229062,0.26579527988112917,Iris-setosa
+28,6.179366489073931,3.054000000000001,4.899499859213043,1.665427526150086,Iris-versicolor
+29,6.1793664894068465,3.0540000000000007,4.899510353859676,1.6654275373204932,Iris-versicolor
+30,5.108947716173582,3.054000000000023,4.8994912944730205,1.6654274852196396,Iris-versicolor
+31,6.179366488650821,3.0540000000000016,4.899491557076479,1.6654274939400873,Iris-versicolor
+0,6.179366488660809,3.0540000000000003,4.899492388165081,1.665427483366698,Iris-versicolor
+1,6.179366499748693,3.2383974623924527,1.5100272602374523,0.2642619448453973,Iris-setosa
+2,5.108947716175312,3.246735310067826,1.5100223820719303,0.39671428340232456,Iris-setosa
+3,5.10894771619237,3.054880760154415,1.5100223824073045,0.266423770684897,Iris-setosa
+4,6.17936844579147,3.075346539693091,1.510284899197661,0.26563837765493475,Iris-setosa
+5,6.179371746642769,3.0540000000000065,5.012929072722328,1.6654325978884243,Iris-versicolor
+6,6.179366489114984,3.71371690959408,1.5100225154454563,0.2807709380566851,Iris-setosa
+7,5.108947716182682,3.054000040474925,4.899491294237945,1.6654667035007409,Iris-versicolor
+8,6.179366496709586,3.06040408031692,1.5100246708859655,0.2620663270037634,Iris-setosa
+9,5.1089477162305075,3.55091029257778,1.5100223873796503,0.31854778098863623,Iris-setosa
+10,6.179457824466428,3.0540000000076537,5.017993706295379,1.6655742191804903,Iris-virginica
+11,6.188890435295821,3.0540171804993705,4.919253076475678,1.6906350031453785,Iris-virginica
+12,6.182273976843479,3.05400551298321,4.911027709626882,1.6775862966390087,Iris-virginica
+13,6.179366488622968,3.0540000000000003,4.8994913077072955,1.6654274775677846,Iris-versicolor
+14,6.179366491142516,3.0541078656565928,1.5100226072945182,0.2617424933305943,Iris-setosa
+15,6.179366488624931,3.0540000000000007,4.8994913232290545,1.6654274810575451,Iris-versicolor
+16,6.179366491808436,3.655673030861422,1.510024084307441,0.2699982865088378,Iris-setosa
+17,6.186428281709171,3.054010770389822,4.919188636530386,1.6827668933266713,Iris-virginica
+18,5.108947716314895,3.1978908907767174,1.5100223956824435,0.27620356750587044,Iris-setosa
+19,5.10894771618224,3.4229457670546775,1.5100223822573688,0.38799953829387424,Iris-setosa
+20,6.179366565666449,3.471322474851014,1.5100719114311278,0.26634059924665954,Iris-setosa
+21,6.179366489401206,3.7352448009901567,1.5100226784070556,0.2761242966598212,Iris-setosa
+22,6.180225940590217,3.0540092379859516,4.903555311008527,1.6763131071525297,Iris-virginica
+23,5.108947716173941,3.054000000000003,4.899491296839203,1.6654274841943892,Iris-versicolor
+24,6.179366533880013,3.4715757847692066,1.5100538212095453,0.26583095273261226,Iris-setosa
+25,6.179366501346679,3.0540000000000638,4.8995596483432635,1.6654285913738804,Iris-versicolor
+26,6.179438631582823,3.0577516387964985,4.9016918076187475,1.6931744848725365,Iris-virginica
+27,6.179378253907293,3.0591365977822305,4.900566432015362,1.6765771617153071,Iris-setosa
+28,6.179366488624326,3.0540000000000003,4.899491318496658,1.665427479491951,Iris-versicolor
+29,5.108947716209074,3.054000000319701,4.899491302867881,1.665430587494948,Iris-versicolor
+30,6.179366642096372,3.0540000000000025,4.902506898510972,1.6654282493465071,Iris-versicolor
+31,6.179366488627826,3.0540000000000007,4.899491337549168,1.6654274852539555,Iris-versicolor
+0,5.10894771617333,3.0540000000000007,4.899491296115738,1.665427482140092,Iris-versicolor
+1,6.179366804937707,3.054110176269524,4.899576824220397,1.666399348230552,Iris-setosa
+2,5.10894771617474,3.064368797745205,1.5100223820653018,0.2985188408535508,Iris-setosa
+3,6.179366488626015,3.0540000000000003,4.899491418268682,1.6654274773116562,Iris-versicolor
+4,5.108947716226817,3.306179245133972,1.5100223849073688,0.30357336613384095,Iris-setosa
+5,5.108947716191217,3.2964556113808237,1.5100223825374415,0.3312957242317134,Iris-setosa
+6,6.179374039196904,3.0943240913647743,1.5105092066263552,0.271033039278499,Iris-setosa
+7,5.108947716173835,3.054001201055604,1.5100223820647352,0.261604020598578,Iris-setosa
+8,5.108947716382122,3.058689151853672,1.510022402504715,0.2641713131092261,Iris-setosa
+9,6.179366527625996,3.054000000006035,4.899538877796089,1.6654332774272542,Iris-versicolor
+10,6.179366506330069,3.0545376608925694,1.5100272270782773,0.2617199567533386,Iris-setosa
+11,6.179366489213104,3.0540000000000007,4.899504261437817,1.665427521186899,Iris-versicolor
+12,6.179366488911807,3.547528035905194,1.5100224134578475,0.2922935509797718,Iris-setosa
+13,6.179442703394083,3.0542194597928005,4.90113029990609,1.674706548882502,Iris-virginica
+14,6.179409133232303,3.0540000001266967,4.920443827985678,1.6656440485051511,Iris-virginica
+15,5.108947716239862,3.4224262679261326,1.5100223866376938,0.31297937070262455,Iris-setosa
+16,6.179366489670179,3.4043403416010927,1.5100225347859288,0.2783588987679011,Iris-setosa
+17,5.108947716173726,3.0540000000000007,4.899491299388938,1.665427482751785,Iris-versicolor
+18,6.1793664887022555,3.0540000000000145,4.899491570482366,1.665427555806368,Iris-versicolor
+19,6.179366499173358,3.294839646593574,1.5100278840712382,0.26477254774566933,Iris-setosa
+20,6.179366488656709,3.05400000000005,4.8994913413582255,1.665427552725366,Iris-versicolor
+21,6.179366489269841,3.278880915678762,1.5100224473296862,0.27456132970601393,Iris-setosa
+22,6.179366488623781,3.0540000000000003,4.899491324308537,1.6654274774194182,Iris-versicolor
+23,6.1793664904467125,3.0540000000000007,4.899534154392625,1.6654275437890986,Iris-versicolor

iris/lct_gan/0/11/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/0/11/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
+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/0/11/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/0/12/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366491887459,3.6951779928052066,1.5100245352928257,0.2688861125661149,Iris-setosa
+1,6.179366488623497,3.0540000000000007,4.899491309435181,1.6654274799760684,Iris-versicolor
+2,6.179366490742497,3.054000000000259,4.899497918553907,1.66542821641088,Iris-versicolor
+3,6.1793664899067995,3.3396083237257694,1.510022592195176,0.27270515336683265,Iris-setosa
+4,6.179366488635996,3.0540000000000007,4.899491460092244,1.6654274838203464,Iris-versicolor
+5,6.179366488624709,3.0540000000000007,4.899491309587242,1.6654274822208963,Iris-versicolor
+6,5.108947716191057,3.0540000000038194,4.899491301202431,1.6654278530072282,Iris-versicolor
+7,6.188134500656486,3.0540000177773123,5.053839406478575,1.6714612748311333,Iris-virginica
+8,6.179366801543685,3.054000000001246,4.900196140937048,1.6654347619728311,Iris-versicolor
+9,6.179366488622899,3.0540000000000007,4.899491299224405,1.6654274808158405,Iris-versicolor
+10,6.179366524386923,3.0583891074114895,1.5100387582334016,0.2619489236873344,Iris-setosa
+11,6.179367957040559,3.2554021463821203,1.510277133114027,0.26954499117470887,Iris-setosa
+12,6.179366488623338,3.0540000000000007,4.899491302736712,1.6654274809798084,Iris-versicolor
+13,6.179366488964714,3.53770685439323,1.510022419100431,0.29233994737947344,Iris-setosa
+14,5.108947716297381,3.5179801577642404,1.510022399163961,0.2988813379286679,Iris-setosa
+15,6.179369415862622,3.0559958185806444,4.90002400432226,1.6711312457794825,Iris-setosa
+16,6.179366654509471,3.068143877658389,1.5101012252396828,0.263003581116953,Iris-setosa
+17,6.193236127518606,3.0540049773146305,4.935876670377323,1.6844455831172565,Iris-virginica
+18,6.179371334238523,3.056912024056374,4.900179153810649,1.6724634953801132,Iris-setosa
+19,6.1794687531101795,3.054053766963389,4.9011466325728446,1.6733996741480275,Iris-virginica
+20,6.179366498936291,3.0540000201750943,4.899493343454701,1.6654467464382767,Iris-versicolor
+21,6.188239932176078,3.054007577285968,4.925000009926055,1.6828279293842892,Iris-virginica
+22,6.179366488622972,3.0540000000000003,4.899491309073408,1.6654274773579196,Iris-versicolor
+23,6.179366496300735,3.1944649089072508,1.5100246925186465,0.2643728783667644,Iris-setosa
+24,6.179380076169918,3.0540086644848436,4.900099222528071,1.667068610172483,Iris-versicolor
+25,6.179366488624057,3.0540000000000003,4.899491351193238,1.6654274770364719,Iris-versicolor
+26,6.179923782676816,3.054000000021993,5.179416177286966,1.6658951520992533,Iris-virginica
+27,6.179366489284724,3.4916608605818253,1.5100224854266295,0.28095552003801283,Iris-setosa
+28,6.183331136876364,3.054000721572533,4.927849903597189,1.6748220051556513,Iris-virginica
+29,5.108947716181715,3.055115714465174,1.510022382211311,0.26698804415805993,Iris-setosa
+30,6.1793694812731506,3.0540000000000127,4.950094114961447,1.6654327643740716,Iris-versicolor
+31,6.17936649580407,3.05413537065532,1.5100237316946423,0.2616966943805881,Iris-setosa
+0,6.179440209510246,3.0540000000023766,5.055568452512044,1.6655422440463117,Iris-virginica
+1,6.17937211048145,3.0540032108663353,4.899927758253804,1.6667486398761782,Iris-versicolor
+2,6.179366488624046,3.0540000000000003,4.899491323380622,1.6654274787846077,Iris-versicolor
+3,5.108947716197015,3.427770787793552,1.5100223829645554,0.3470905545581146,Iris-setosa
+4,5.108947716174455,3.054000000000008,4.899491297445462,1.6654274892217698,Iris-versicolor
+5,6.179366489442359,3.0540000000000904,4.899494212044606,1.6654277546531584,Iris-versicolor
+6,5.108947716267988,3.054000028892656,4.899491303520675,1.6654493762104627,Iris-versicolor
+7,6.18626280150606,3.05400022107316,4.95820755103698,1.6736402824796646,Iris-virginica
+8,6.179366488680861,3.0540000000000003,4.899493405156475,1.6654274816464958,Iris-versicolor
+9,6.179366490325616,3.7451034870008897,1.510023385900619,0.2711402053139394,Iris-setosa
+10,6.179368772873217,3.0540000007807606,4.900327172688599,1.6655096925251929,Iris-versicolor
+11,6.179366563457585,3.2189114539753403,1.5100767012195477,0.2636566524281651,Iris-setosa
+12,5.108947716174463,3.054000000000003,4.899491299706815,1.6654274846013184,Iris-versicolor
+13,6.179366491796436,3.0540000000000007,4.899570865436416,1.6654275584988734,Iris-versicolor
+14,5.108947716187769,3.054000000005936,4.899491298278574,1.6654278285471724,Iris-versicolor
+15,6.179366493830973,3.6451250451343133,1.5100256476581206,0.26870291279903824,Iris-setosa
+16,6.179366488628157,3.0540000000000003,4.899491376836449,1.6654274807984444,Iris-versicolor
+17,5.108947716174262,3.054000000000002,4.899491299517283,1.6654274838622771,Iris-versicolor
+18,6.179366488626947,3.0540000000000007,4.899491352047375,1.6654274804451064,Iris-versicolor
+19,6.179366518362572,3.516503521159572,1.510043100457777,0.26612210037106715,Iris-setosa
+20,6.179366488748096,3.054000000000056,4.899491543112172,1.665427603435291,Iris-versicolor
+21,6.179366488645174,3.0540000000000007,4.899491693325968,1.6654274854902884,Iris-versicolor
+22,6.179366488632824,3.0540000000000003,4.899491466043352,1.665427481299718,Iris-versicolor
+23,6.179366488668454,3.0540000000000003,4.899492359746441,1.6654274850342077,Iris-versicolor
+24,6.179366489017492,3.557674548337107,1.5100224347500955,0.2873296678900016,Iris-setosa
+25,6.179368011757329,3.1993704381014143,1.5102699597474458,0.2684968792408382,Iris-setosa
+26,6.179366500122667,3.3515054153065833,1.5100274345639733,0.26580896051656233,Iris-setosa
+27,6.179366501002795,3.476469993065562,1.510029998608384,0.26663750797800856,Iris-setosa
+28,6.179366605156464,3.054000000000003,4.901661066580289,1.6654282672462362,Iris-versicolor
+29,6.17961366437902,3.0540154277852403,4.901872654028327,1.672624678533205,Iris-virginica
+30,5.108947716182717,3.0540000000000305,4.899491315464783,1.6654275259448945,Iris-versicolor
+31,5.108947716273693,3.5707341505868198,1.5100223966024753,0.3021821820515487,Iris-setosa
+0,5.1089477161746,3.054000278219713,1.5100223820786949,0.26157646352744407,Iris-setosa
+1,6.1793664898774,3.6508795128711693,1.51002280188955,0.2756992930335964,Iris-setosa
+2,6.179366488623569,3.0540000000000003,4.89949131792878,1.6654274778382518,Iris-versicolor
+3,6.183542609598168,3.0540000000021377,6.761811046764624,1.6661733529592515,Iris-virginica
+4,6.179370256179592,3.054006452811509,4.8998782884377725,1.6669851519485428,Iris-versicolor
+5,6.179430996192553,3.0540000000000647,5.4973673666932354,1.665463310855896,Iris-virginica
+6,5.108947716175068,3.0540114984345745,1.5100223820732581,0.2622728008580617,Iris-setosa
+7,6.179389871695678,3.054000000002596,4.962116446007059,1.6654921455953657,Iris-virginica
+8,6.179366752805846,3.059702473229452,1.5101123435750807,0.26264965408755675,Iris-setosa
+9,6.179590202382633,3.054000002108765,4.924634231668458,1.6663638634262004,Iris-virginica
+10,6.179366489468179,3.429007508943874,1.5100225200914117,0.27700575358023316,Iris-setosa
+11,6.179366514580808,3.323765660991899,1.510041037574608,0.2646727322375009,Iris-setosa
+12,6.179366489138728,3.532974281213476,1.5100224517859755,0.28636286614692336,Iris-setosa
+13,5.108947716325357,3.4883996177383705,1.5100224059607283,0.29148255935681444,Iris-setosa
+14,6.179366494201631,3.3213023675734767,1.5100239707468686,0.2677419483162521,Iris-setosa
+15,5.108947716177853,3.0540194430775105,1.5100223821107521,0.26259573046342094,Iris-setosa
+16,6.179366488721658,3.0540000000000003,4.8994946611151935,1.6654274848932509,Iris-versicolor
+17,5.108947716173617,3.054000000000069,4.899491294181023,1.66542748837359,Iris-versicolor
+18,5.108947716174164,3.054000000412041,4.899491293810016,1.6654279367069953,Iris-versicolor
+19,6.1793664886358135,3.0540000000000003,4.8994917275156595,1.6654274790655974,Iris-versicolor
+20,6.179366488625831,3.0540000000000007,4.899491337615432,1.6654274804042337,Iris-versicolor
+21,5.108947716173336,3.0540000000000007,4.899491296360126,1.665427481542743,Iris-versicolor
+22,6.179366488640953,3.0540000000000016,4.8994914452906295,1.6654274921051833,Iris-versicolor
+23,6.179366488684552,3.0540000000000007,4.899492302496661,1.665427493690076,Iris-versicolor
+24,5.108947716173348,3.054000001116674,4.899491293695521,1.6654277152551051,Iris-versicolor
+25,6.179551007986375,3.054000000937013,4.927582582334535,1.6661319803429642,Iris-virginica
+26,6.180251299936173,3.0540000424967233,4.926490118977098,1.668099852212697,Iris-virginica
+27,6.1793666709802615,3.054000829445989,4.899515195525478,1.6655786229192007,Iris-versicolor
+28,6.179366488626032,3.0540000000000003,4.89949135224951,1.66542747998029,Iris-versicolor
+29,6.179366489303855,3.0540000000000127,4.899496637902113,1.6654276214613848,Iris-versicolor
+30,5.108947716212847,3.434819753185357,1.5100223842236062,0.32617760365456827,Iris-setosa
+31,6.179366622181265,3.054000000000012,4.901042545837478,1.66542897172631,Iris-versicolor
+0,5.108947716175093,3.054000000004353,4.899491294367226,1.6654276112244764,Iris-versicolor
+1,6.179538557238502,3.054000000000098,5.874617526048426,1.6654921152629,Iris-virginica
+2,6.179366489087402,3.3342330996258416,1.5100224276738174,0.2787812634178086,Iris-setosa
+3,6.179641792743781,3.0543437030541303,4.902647462724225,1.6866316234116354,Iris-virginica
+4,6.179366488624376,3.0540000000000003,4.89949134379221,1.6654274774778859,Iris-versicolor
+5,5.108947716174883,3.0540000000001433,4.899491295370007,1.665427509359525,Iris-versicolor
+6,6.179366489536163,3.0540013524062513,4.899491463095613,1.6654842501438116,Iris-setosa
+7,6.179366488735105,3.0540000000000016,4.899492750268301,1.6654275053330139,Iris-versicolor
+8,6.1892297520838415,3.0540146839054985,4.919784639190892,1.6905956784038325,Iris-virginica
+9,6.179366488828329,3.0540000000000007,4.899496737895026,1.6654274952584607,Iris-versicolor
+10,5.108947716175673,3.054905606120141,1.5100223820734904,0.271346309812363,Iris-setosa
+11,5.108947716173207,3.05400000001554,4.89949129371629,1.6654274885674056,Iris-versicolor
+12,6.179366488623791,3.0540000000000007,4.899491306871995,1.6654274805120897,Iris-versicolor
+13,5.108947716339947,3.0540000005588186,4.899491332966241,1.665432431786314,Iris-versicolor
+14,6.179368156068687,3.0550669783180675,4.899900422252211,1.6683676294611216,Iris-setosa
+15,6.1793669916054474,3.0540000000008827,4.900913349953689,1.6654350992008666,Iris-versicolor
+16,6.179366791929352,3.0970636713586015,1.5101289885655427,0.26465516874493533,Iris-setosa
+17,6.179366488679415,3.054000000000007,4.899491536158395,1.6654275227036064,Iris-versicolor
+18,6.179510241572372,3.054031111455225,4.90132644208697,1.6725099979555096,Iris-virginica
+19,6.1793664886250275,3.0540000000000003,4.899491337746234,1.6654274787492498,Iris-versicolor
+20,5.1089477162130015,3.128667219760776,1.5100223833906614,0.2849410851728301,Iris-setosa
+21,6.179366488630294,3.0540000000000016,4.899491337376662,1.6654274898248684,Iris-versicolor
+22,5.108947716211371,3.4968705857775038,1.510022384459236,0.3311449546011629,Iris-setosa
+23,6.179366489581848,3.4958507519071476,1.5100225802012683,0.2770598996393069,Iris-setosa

iris/lct_gan/0/12/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/0/12/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
+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/0/12/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/0/13/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488648989,3.054000000000013,4.8994913506352535,1.665427524321646,Iris-versicolor
+1,6.179366488635114,3.0540000000000016,4.8994913732607355,1.665427491746851,Iris-versicolor
+2,6.1793665027373725,3.0540000000000007,4.899881837303334,1.6654275988519913,Iris-versicolor
+3,6.179366489817352,3.8034029424071605,1.5100231687526322,0.2708105266797302,Iris-setosa
+4,5.108947716194574,3.423513769597495,1.510022382809975,0.351178127254009,Iris-setosa
+5,6.179543955165017,3.0540000024731815,4.921468516760804,1.6662118519950098,Iris-virginica
+6,5.1089477162042,3.4601918814637793,1.5100223835859836,0.33807075752738713,Iris-setosa
+7,5.108947716176829,3.0540000000001646,4.899491297329289,1.6654275251183412,Iris-versicolor
+8,6.179414796181975,3.0560254594665937,4.901250939057351,1.6868976649293288,Iris-virginica
+9,5.108947716173557,3.0540001082747916,1.5100223820646093,0.26153561012903714,Iris-setosa
+10,5.1089477161733,3.0540000000310146,4.899491293732118,1.6654275022942973,Iris-versicolor
+11,6.179366489154069,3.767713496524206,1.5100225696613,0.2782251921279703,Iris-setosa
+12,6.179409456134894,3.0556928078764862,4.90111701617316,1.6850123024636237,Iris-virginica
+13,6.179366489550055,3.709869040751345,1.510022728486367,0.27566507296321835,Iris-setosa
+14,6.17937413771422,3.1801023344283474,1.5105368113450954,0.2722792499198771,Iris-setosa
+15,6.179366489335342,3.6819962948658223,1.5100225989596647,0.27771000480909164,Iris-setosa
+16,6.179376078819911,3.054000000150316,4.907044617028926,1.6655137596308878,Iris-versicolor
+17,5.1089477161826204,3.4106779579283453,1.5100223822598524,0.3840201949900348,Iris-setosa
+18,6.179366500669787,3.5889962656286016,1.5100309820971924,0.2671917161535538,Iris-setosa
+19,5.108947716414748,3.2293581955867827,1.5100224113895906,0.2769634254156692,Iris-setosa
+20,5.108947716217071,3.054034565859982,1.5100223835587394,0.2621413140404034,Iris-setosa
+21,5.108947716173702,3.0540367780639275,1.5100223820592114,0.2628851523875948,Iris-setosa
+22,6.179366493275795,3.661116850071391,1.5100253273066027,0.26891878763309723,Iris-setosa
+23,5.108947716343831,3.4682704174708134,1.5100224057159488,0.29477898577061395,Iris-setosa
+24,6.179366488627545,3.0540000000000003,4.899491374109642,1.665427480341821,Iris-versicolor
+25,5.108947716184904,3.054522926428932,1.5100223823220054,0.2646278345433648,Iris-setosa
+26,5.10894771617335,3.0540000000000007,4.899491296362533,1.6654274817564239,Iris-versicolor
+27,6.182920813152772,3.0540000224271107,4.975924407170661,1.669642875437782,Iris-virginica
+28,6.179374289129277,3.0540000000001735,4.969750998190166,1.6654456327206315,Iris-virginica
+29,6.181292730837213,3.0540000002557024,5.162791656315582,1.666822348073194,Iris-virginica
+30,6.1793667143280935,3.071736070012997,1.5101115161896503,0.2627858507293353,Iris-setosa
+31,6.181474315341363,3.0540000000532808,5.3924344034762,1.666457671597155,Iris-virginica
+0,6.179381921572878,3.0540000000000136,5.194974690000605,1.6654383626419937,Iris-virginica
+1,6.1793675338546405,3.054499682325168,4.899796227059064,1.6672868361013662,Iris-setosa
+2,6.179366488623753,3.0540000000000003,4.899491311911346,1.6654274791477293,Iris-versicolor
+3,5.108947716212596,3.28883434176262,1.510022383721842,0.31224465102110677,Iris-setosa
+4,6.179366488627224,3.0540000000000016,4.899491321208713,1.6654274881480726,Iris-versicolor
+5,6.179565681263131,3.054590852671047,4.9023118603521185,1.6903095030621884,Iris-virginica
+6,6.179366491634002,3.056554536964965,1.5100227549087593,0.262324865008258,Iris-setosa
+7,6.179366490098272,3.1064014189798907,1.5100225839652828,0.26483342379174346,Iris-setosa
+8,6.181138041911898,3.0540049473205952,4.907928355246601,1.6763101104068971,Iris-virginica
+9,6.179366537654831,3.0561298630336173,1.510039429329014,0.2619650327653029,Iris-setosa
+10,6.17936655130113,3.054000000071038,4.899537735468803,1.6654363297327555,Iris-versicolor
+11,6.179366524302435,3.0540000000000007,4.900526316023254,1.6654276492980855,Iris-versicolor
+12,6.179368257413186,3.055337088166068,4.899904472612864,1.6702114104498482,Iris-setosa
+13,6.179368997098835,3.054683947615837,4.899961061192032,1.6699566732048066,Iris-setosa
+14,6.179366988266489,3.2907456802362556,1.510183048781553,0.26648614468979753,Iris-setosa
+15,6.179459681194453,3.0540000220004653,4.905666144449495,1.66642267170442,Iris-virginica
+16,6.179626339759992,3.054000002501118,4.930515018042874,1.6662961998013412,Iris-virginica
+17,6.179366509536117,3.2962808136276354,1.5100338478036772,0.26463461474857614,Iris-setosa
+18,6.17936648862454,3.0540000000000003,4.899491340688708,1.665427477714125,Iris-versicolor
+19,6.179366530812264,3.054000235739529,4.899499166811497,1.6654919039233587,Iris-versicolor
+20,6.179430719091323,3.0540000000001437,5.331351182288731,1.6654737081495954,Iris-virginica
+21,6.179368483921314,3.1877791137957585,1.5102916451309536,0.2691546138449845,Iris-setosa
+22,6.179370975567746,3.1454763445782934,1.5104171640796853,0.27008520321751084,Iris-setosa
+23,6.192401476543571,3.054000000766298,5.508001034818229,1.6691130322128218,Iris-virginica
+24,5.108947716183578,3.0540000000000695,4.899491316215649,1.6654275469748714,Iris-versicolor
+25,6.179397811867343,3.054257580887681,4.900648494591014,1.6718262505535124,Iris-virginica
+26,6.1793975607904805,3.054122097110922,4.900564133296699,1.6715748538560316,Iris-virginica
+27,6.17973111366594,3.0540000030506937,4.932626882907551,1.6665213819076716,Iris-virginica
+28,6.19841459670055,3.0540018841121532,4.95656173179037,1.6833712326790449,Iris-virginica
+29,5.108947716173273,3.0557790015330686,1.5100223820557621,0.2696473616510351,Iris-setosa
+30,6.179366488622803,3.0540000000000007,4.899491299813005,1.6654274802452695,Iris-versicolor
+31,6.179366489292849,3.689535780978813,1.5100225697984173,0.2797076934530154,Iris-setosa
+0,6.179370378592975,3.0540000000002276,4.929701819983172,1.6654427743350109,Iris-versicolor
+1,6.179366774945966,3.425993703061387,1.5101404624018644,0.2668375321525319,Iris-setosa
+2,6.179366488625967,3.0540000000000003,4.899491356375973,1.6654274800865752,Iris-versicolor
+3,6.179366537825998,3.4256435923833237,1.5100591253876694,0.26509725048324856,Iris-setosa
+4,6.179378690538493,3.0540000435665267,4.900780914797558,1.665824374349767,Iris-versicolor
+5,6.179366488622978,3.0540000000000007,4.899491299202845,1.6654274810699616,Iris-versicolor
+6,5.108947716181885,3.054000780409768,1.510022382204903,0.261669083780505,Iris-setosa
+7,6.179366488622611,3.0540000000000007,4.8994912966192725,1.6654274822769362,Iris-versicolor
+8,5.108947716173224,3.0540000000000123,4.899491293942387,1.665427478572072,Iris-versicolor
+9,6.179366489167405,3.7562908007907945,1.5100225634479432,0.2790307534634972,Iris-setosa
+10,6.179366489417076,3.0540090325563676,1.5100224667318407,0.2615874125063081,Iris-setosa
+11,5.1089477161734775,3.054000000000002,4.899491295529902,1.6654274815614332,Iris-versicolor
+12,5.108947716295914,3.5786898439052366,1.5100224017242883,0.2997306462332304,Iris-setosa
+13,6.194599224477512,3.0540003722557807,4.976757056497965,1.6785929087172446,Iris-virginica
+14,6.17936712128444,3.0541709483163926,4.899666367555345,1.6669017840592733,Iris-setosa
+15,6.179974371083492,3.054322997881453,4.903848891560613,1.6895885239097432,Iris-virginica
+16,6.1793664898039085,3.110505962455895,1.5100225115149308,0.2658164869009149,Iris-setosa
+17,6.1793819346776555,3.060078512739978,4.900660400617017,1.6855676123168204,Iris-setosa
+18,6.179366494364248,3.625280425706312,1.510025771992224,0.2689613375792023,Iris-setosa
+19,6.179378852704669,3.0809194915159854,1.5106334919769597,0.2713053168174808,Iris-setosa
+20,6.179366517347006,3.054000345661092,4.899496603255624,1.6654924762638461,Iris-versicolor
+21,5.108947716177878,3.3131719280190404,1.5100223821146603,0.3917475238731729,Iris-setosa
+22,6.1793744763128595,3.136603735813167,1.5105310186036556,0.2728059564375873,Iris-setosa
+23,6.179366488623238,3.0540000000000007,4.899491303222808,1.6654274811714227,Iris-versicolor
+24,6.179368808845144,3.0540181144681573,4.899810021300808,1.6665853608771681,Iris-versicolor
+25,5.108947716213403,3.5274549378342837,1.5100223848363696,0.33146109410701646,Iris-setosa
+26,6.179366493181895,3.1462873149676995,1.5100235112116338,0.264359032701969,Iris-setosa
+27,6.179366550709769,3.456351972023599,1.5100669136489022,0.2656202662424844,Iris-setosa
+28,6.179366488790471,3.0540000000000043,4.899492544751477,1.6654275305421058,Iris-versicolor
+29,6.184219871475461,3.0540000001831826,5.4451164780446515,1.6672598386777113,Iris-virginica
+30,6.179366523499443,3.446637328016378,1.5100496933371517,0.26517368110676726,Iris-setosa
+31,6.179366530849779,3.156226747700626,1.5100558409105707,0.26287236774585393,Iris-setosa
+0,6.179366488625189,3.0540000000000003,4.899491349935231,1.6654274784575058,Iris-versicolor
+1,6.179402194647459,3.0540000000737635,4.923190843492861,1.6655729368691392,Iris-virginica
+2,6.185116250288493,3.0540000014208926,5.190216661684126,1.6682964402351725,Iris-virginica
+3,6.1795816014872536,3.0540000067705577,4.913635784269952,1.6666844291564495,Iris-virginica
+4,5.1089477162088,3.054302772915196,1.5100223830632322,0.26334440586042307,Iris-setosa
+5,6.179366489725229,3.0540000000000003,4.899525594698272,1.66542749374725,Iris-versicolor
+6,5.108947716207784,3.0540000010263513,4.899491300466809,1.6654325290310195,Iris-versicolor
+7,6.179523666561874,3.0596615661826867,4.90329770365451,1.7020180720994897,Iris-virginica
+8,6.1793665073781705,3.055592162446667,1.5100276681633198,0.2618277270991409,Iris-setosa
+9,6.179366578090446,3.0540071732862186,4.899526800213206,1.6658108654676422,Iris-versicolor
+10,5.108947716174399,3.0540000000027936,4.899491294129509,1.665427560492727,Iris-versicolor
+11,6.186637537751855,3.05400007891588,4.983120775855233,1.6729675326610547,Iris-virginica
+12,6.179376112059122,3.0659864819179585,1.5105593763301324,0.2685310963242595,Iris-setosa
+13,6.179366495923323,3.210894004451019,1.5100244633264535,0.2651874491106863,Iris-setosa
+14,6.179366488677642,3.0540000000000007,4.899492621533562,1.6654274875836235,Iris-versicolor
+15,6.179366575448022,3.4348470057675664,1.5100799242273457,0.265829199388981,Iris-setosa
+16,6.179810943504678,3.054003925834094,4.902854687824503,1.671362853678435,Iris-virginica
+17,6.179366488645699,3.0540000000000003,4.899492022143359,1.6654274807572003,Iris-versicolor
+18,5.10894771618374,3.054001254958063,1.5100223823590402,0.26169306793502706,Iris-setosa
+19,5.108947716173353,3.0609178920305427,1.5100223820557532,0.2926101594378402,Iris-setosa
+20,6.179366489687336,3.695177374599183,1.5100227774570882,0.275346006239718,Iris-setosa
+21,6.179366526298561,3.370585880572178,1.5100491761324384,0.2649593311141457,Iris-setosa
+22,6.179366492049288,3.706796196193599,1.5100245779102472,0.2695680527212869,Iris-setosa
+23,6.1802319149744385,3.054000000015561,5.326983642624941,1.6659223079144547,Iris-virginica

iris/lct_gan/0/13/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/0/13/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
+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/0/13/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/0/14/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366864507428,3.14965060688258,1.5101494791625212,0.2647808208692175,Iris-setosa
+1,6.179366497173383,3.5437828407795546,1.5100271832483934,0.2679374901887538,Iris-setosa
+2,5.108947716173831,3.054000000000001,4.8994912986495365,1.6654274827946318,Iris-versicolor
+3,6.179366489351064,3.7799117317142925,1.510022704455592,0.27533088477100687,Iris-setosa
+4,6.179366488976613,3.6493791783689273,1.5100224425573348,0.287603646500871,Iris-setosa
+5,6.179539341085032,3.0540000006984838,4.9313185733266085,1.6659929098630886,Iris-virginica
+6,6.179366489705896,3.1819706818247546,1.5100225251533694,0.26726485403058947,Iris-setosa
+7,6.1793664921945926,3.0540000000000016,4.8995534213583385,1.6654276529714562,Iris-versicolor
+8,6.179614110486129,3.054006541826331,4.901917261051884,1.6748865811904181,Iris-virginica
+9,6.179366488740888,3.054000000000001,4.899493244383161,1.6654275027335737,Iris-versicolor
+10,6.18506332049489,3.0540058908112853,4.91478134542942,1.6858260094414628,Iris-virginica
+11,6.179366488652256,3.054000000000005,4.899491404204543,1.665427509804063,Iris-versicolor
+12,5.108947716173604,3.054000000000133,4.899491294050392,1.6654274889519662,Iris-versicolor
+13,6.1794064083753995,3.057445020280624,4.901180555625754,1.6805139931413002,Iris-setosa
+14,6.1793666658649204,3.209750168755751,1.5101211788308635,0.264047137848388,Iris-setosa
+15,6.1793843411895,3.0601319416785455,4.9007821410544326,1.6821458524599882,Iris-setosa
+16,6.179367713427472,3.0640318633879766,1.510239976939732,0.2636432484596039,Iris-setosa
+17,6.179366492684298,3.054000000118196,4.899492959715841,1.6654310318597925,Iris-versicolor
+18,6.179370677374142,3.141769929001346,1.5104000919183918,0.2701027157451263,Iris-setosa
+19,6.1806464275209025,3.0542130871844426,4.905025971137,1.702539290504548,Iris-virginica
+20,5.108947716260345,3.1367409260332497,1.5100223871403018,0.27718684231560387,Iris-setosa
+21,6.179367707150057,3.0541950739347556,4.899823859853905,1.6676421072700298,Iris-setosa
+22,6.179827907426838,3.054651463777073,4.903714385935705,1.6928261609090276,Iris-virginica
+23,6.1793664887571405,3.0540000000000007,4.899494592922975,1.6654274942648462,Iris-versicolor
+24,6.179366528916494,3.4303898948885196,1.5100553100949121,0.26546524953275885,Iris-setosa
+25,6.1793665214063935,3.555652499468069,1.5100470799572656,0.2666322744563561,Iris-setosa
+26,6.179366492262748,3.6715836447407257,1.5100244636877318,0.2699053376409426,Iris-setosa
+27,6.1793664931712975,3.720626958940653,1.5100258298907523,0.26780792421766264,Iris-setosa
+28,6.179557915478691,3.0545715376569667,4.9023000968845825,1.6872834343469751,Iris-virginica
+29,6.17940428164048,3.0540000000633416,4.926540096321795,1.6656060475590637,Iris-virginica
+30,6.179366488650139,3.0540000000000003,4.899491962234663,1.6654274846747819,Iris-versicolor
+31,6.179366488662589,3.054000000000001,4.899491659181219,1.6654274960001911,Iris-versicolor
+0,5.108947716240927,3.0540000153033287,4.899491299891393,1.6654460507797488,Iris-versicolor
+1,6.179366488622872,3.0540000000000007,4.899491299485908,1.6654274808242446,Iris-versicolor
+2,6.179366505731189,3.5405452443165046,1.5100350378531815,0.2665353738446377,Iris-setosa
+3,6.179832581050227,3.054000767088055,4.906335206224326,1.6688916360060162,Iris-virginica
+4,6.181063819414675,3.054000000430518,5.093938608930929,1.6669603413172238,Iris-virginica
+5,6.18047206221323,3.054000093794849,4.9218690906190306,1.6687966330927735,Iris-virginica
+6,6.180390874379659,3.0540000040049855,4.965042490718615,1.667238850039002,Iris-virginica
+7,6.179366625970354,3.484906624911798,1.510095895542437,0.2662679979017359,Iris-setosa
+8,5.108947716176888,3.054000000001883,4.899491295649612,1.6654276357664892,Iris-versicolor
+9,6.179366895785017,3.0689858130859697,1.5101520965352713,0.263360442831388,Iris-setosa
+10,6.1793664886229465,3.0540000000000003,4.899491313332763,1.665427476807174,Iris-versicolor
+11,6.1793673320160964,3.0540000000000043,4.916899701345623,1.6654294436015578,Iris-versicolor
+12,5.108947716354033,3.4353186969636154,1.510022406761772,0.29200055441506856,Iris-setosa
+13,5.108947716226112,3.0540000000142005,4.899491316297784,1.6654284845360747,Iris-versicolor
+14,5.108947716196954,3.1582360138721963,1.5100223827052897,0.29374550469780286,Iris-setosa
+15,5.108947716176306,3.054000000002571,4.89949129486576,1.665427592353484,Iris-versicolor
+16,6.179366488699745,3.0540000000000003,4.899493721266284,1.6654274839228955,Iris-versicolor
+17,6.1937397274542105,3.0540000000987955,6.125052749643347,1.6681508360402724,Iris-virginica
+18,6.179366490785168,3.0540000000000007,4.899544747740569,1.6654275559896794,Iris-versicolor
+19,6.179366488633437,3.0540000000000105,4.89949131827833,1.6654275064536668,Iris-versicolor
+20,6.179367048373414,3.054088774382482,4.899673739826328,1.6672058697277004,Iris-versicolor
+21,6.179366488896489,3.0540000000000003,4.899500584829785,1.6654274919710959,Iris-versicolor
+22,6.179366488623487,3.0540000000000003,4.899491309369532,1.6654274796421074,Iris-versicolor
+23,5.108947716229053,3.44718454338165,1.5100223857597148,0.3198672990168474,Iris-setosa
+24,6.17936648890538,3.0540000000000007,4.899499352164528,1.665427500325586,Iris-versicolor
+25,6.179366751342597,3.1143237066342686,1.5101250809168012,0.264467558176115,Iris-setosa
+26,5.108947716220508,3.059254799498414,1.5100223837104623,0.2681773502857758,Iris-setosa
+27,6.179366495740708,3.3859986582923494,1.5100250772284904,0.2673156472306749,Iris-setosa
+28,6.179366499344177,3.6236647442634897,1.5100299837107605,0.26700615519714066,Iris-setosa
+29,6.1793664906636545,3.47709602969885,1.5100229824117615,0.2723672389460351,Iris-setosa
+30,6.179366488625455,3.054000000000001,4.899491312471039,1.6654274831605476,Iris-versicolor
+31,6.17936764840383,3.0920984788435093,1.510232605002184,0.2647851284342674,Iris-setosa
+0,6.179366488622861,3.0540000000000007,4.899491302213495,1.6654274795825244,Iris-versicolor
+1,6.179872041834041,3.054024954540423,4.9026339580696385,1.673937428487819,Iris-virginica
+2,6.179366489129631,3.054000000000004,4.8994974125523365,1.665427601999343,Iris-versicolor
+3,5.108947716173384,3.0540000068853943,4.899491293688767,0.26153123812158885,Iris-versicolor
+4,6.179366510900248,3.0861049682243507,1.5100312482987934,0.26257065972169474,Iris-setosa
+5,5.108947716243495,3.310987728861714,1.5100223865645592,0.29863369531574924,Iris-setosa
+6,6.179366899236783,3.2003092483447952,1.5101633479938745,0.26527477316559056,Iris-setosa
+7,6.179366546143561,3.0547844269229114,1.5100378439235622,0.26179859129591854,Iris-setosa
+8,6.1793664893464895,3.5306956768446205,1.5100225112923826,0.28073047972706694,Iris-setosa
+9,6.17936648942678,3.0540000000000003,4.899516510366891,1.6654275002867933,Iris-versicolor
+10,6.179440229619489,3.054003835740757,4.900770447742469,1.6696966149825918,Iris-virginica
+11,6.179366488854646,3.054000000000005,4.899493167769396,1.6654275583509772,Iris-versicolor
+12,6.179366488624574,3.0540000000000003,4.899491334169754,1.665427478432127,Iris-versicolor
+13,5.108947716173822,3.0540000025127463,4.899491293718467,1.6654284290046826,Iris-versicolor
+14,6.179366488623367,3.0540000000000007,4.899491302078949,1.665427481266426,Iris-versicolor
+15,6.179366552841762,3.4662292557322103,1.5100656971808815,0.26642477952955024,Iris-setosa
+16,6.179366737873294,3.3782230432369067,1.5101363805970387,0.2665343706005284,Iris-setosa
+17,5.1089477162058845,3.0540000000006446,4.899491328055287,1.6654277824528323,Iris-versicolor
+18,6.179366488624117,3.0540000000000003,4.899491341988398,1.665427477330851,Iris-versicolor
+19,6.1793664926468015,3.2870935766343448,1.510023700568507,0.2665225011810142,Iris-setosa
+20,6.198128937560512,3.054002385504475,4.952168696927089,1.6836122007180374,Iris-virginica
+21,6.199511227844207,3.0540047722246375,4.946004374168048,1.6864963587640476,Iris-virginica
+22,6.179366516570172,3.0540000000000007,4.9001460459498585,1.6654277304798841,Iris-versicolor
+23,6.179775602174472,3.05400000000617,5.278809034279958,1.6657109287877168,Iris-virginica
+24,6.179366508961016,3.5290875169084193,1.510036606060512,0.2667166473979593,Iris-setosa
+25,6.179366496021487,3.054000000000001,4.899627255591588,1.6654276556111345,Iris-versicolor
+26,6.179366673138285,3.068733937598941,1.510106194366108,0.262800333456007,Iris-setosa
+27,6.179381461624325,3.0540000003654053,4.9063763615546305,1.6655808928836664,Iris-versicolor
+28,5.108947716182277,3.0540000056452636,4.899491294779717,1.665437234490938,Iris-versicolor
+29,5.108947716189389,3.054000419583092,1.5100223825310073,0.2616178520811626,Iris-setosa
+30,6.179366488623425,3.0540000000000007,4.899491308670826,1.6654274797588962,Iris-versicolor
+31,5.108947716176273,3.0540000000000025,4.899491312658058,1.6654274885992395,Iris-versicolor
+0,5.108947716300203,3.538420882350551,1.510022401792989,0.2967809368018663,Iris-setosa
+1,5.108947716866006,3.0540116625213476,1.5100224765327426,0.2616048643088589,Iris-setosa
+2,6.179366490803922,3.677353722179679,1.5100234309684708,0.27192215326262276,Iris-setosa
+3,6.179366634290752,3.054001050833192,4.899516799899086,1.6655797891005408,Iris-versicolor
+4,6.179394896136031,3.055161825752167,4.900755474901763,1.6751023240374037,Iris-setosa
+5,5.108947716177605,3.0540001944955932,1.5100223821497951,0.2615716187856362,Iris-setosa
+6,5.1089477165102,3.1954389955318563,1.5100224284105144,0.27163895540964433,Iris-setosa
+7,6.179366491883836,3.7301608292031236,1.5100245768008074,0.26920460654065226,Iris-setosa
+8,6.179366528070408,3.0540000000000016,4.900201778396538,1.6654278603723152,Iris-versicolor
+9,5.108947716178805,3.138636513132574,1.5100223821151912,0.3236034741690283,Iris-setosa
+10,6.179366490292488,3.0540000000000007,4.899531795008445,1.6654275551990392,Iris-versicolor
+11,6.179366580508539,3.4761288206162573,1.5100782672416053,0.2664324164313038,Iris-setosa
+12,6.179366500496337,3.264148048670982,1.5100275536013308,0.2645530788558619,Iris-setosa
+13,6.179366488622885,3.0540000000000007,4.899491301322715,1.6654274801407132,Iris-versicolor
+14,5.108947716181599,3.0541154039415104,1.5100223821891208,0.2635362265448282,Iris-setosa
+15,6.184977502698736,3.0540053285029147,4.915673991646035,1.68411719069329,Iris-virginica
+16,6.179366574371021,3.493509863281409,1.5100748658656118,0.26658528514573315,Iris-setosa
+17,5.1089477161741375,3.0540000000000074,4.899491296628586,1.6654274863353131,Iris-versicolor
+18,5.108947716173538,3.054000000000004,4.8994912952421,1.6654274825337327,Iris-versicolor
+19,6.179366496046424,3.321490534031927,1.5100256259926326,0.2659781253204575,Iris-setosa
+20,6.186640851441383,3.0540000006079526,5.355607103718784,1.6681998386225725,Iris-virginica
+21,6.17936652890097,3.0540000000000016,4.900345553546317,1.665427878959961,Iris-versicolor
+22,5.108947716174029,3.054000109217067,1.5100223820716503,0.2615442414627941,Iris-setosa
+23,6.183595085179961,3.0540001881312153,4.943998729921117,1.6724599268547613,Iris-virginica

iris/lct_gan/0/14/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/0/14/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
+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/0/14/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/0/15/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947716180657,3.0540014332232395,1.5100223821999288,0.26172128619413054,Iris-setosa
+1,6.179384402960607,3.1747319143043957,1.5107904317149572,0.27686740520946246,Iris-setosa
+2,6.202819100114973,3.0540010319619317,4.976696667206456,1.6829490765377537,Iris-virginica
+3,6.179366488625856,3.0540000000000007,4.899491330663317,1.6654274815430234,Iris-versicolor
+4,5.108947716193698,3.054838143935022,1.5100223825061003,0.2654682880145458,Iris-setosa
+5,6.1793664891122715,3.5084235684304006,1.5100224460398133,0.2866088047009976,Iris-setosa
+6,6.179366490639869,3.065877660753724,1.5100226520495024,0.2632051711102271,Iris-setosa
+7,6.179366596363819,3.054013546874044,4.899519335896621,1.6656898886857738,Iris-versicolor
+8,6.179366906371033,3.054091944644144,4.899615988513812,1.6662944047311312,Iris-setosa
+9,6.1793676866706075,3.30537521668304,1.510271320656321,0.26824924409531153,Iris-setosa
+10,6.182064101009088,3.0540000244866192,4.963303795655758,1.6696173880101404,Iris-virginica
+11,6.179366489610367,3.0540000000000025,4.899506064221681,1.6654275908579816,Iris-versicolor
+12,6.179373074264379,3.0812791779477693,1.5104853896840185,0.2681082634688763,Iris-setosa
+13,6.179366488626732,3.0540000000000003,4.899491445306243,1.665427477548018,Iris-versicolor
+14,6.179366492311781,3.054000000000001,4.8995657874199825,1.6654276236118346,Iris-versicolor
+15,6.179366490434838,3.1241287568328033,1.510022626445512,0.26619690160966103,Iris-setosa
+16,6.183271336736989,3.054000000133122,5.424001174978383,1.6669952189624762,Iris-virginica
+17,5.108947716321735,3.4471118526567017,1.5100224013551444,0.2935511762764941,Iris-setosa
+18,6.179366491420417,3.0540000000000007,4.8995552085117025,1.6654275603682545,Iris-versicolor
+19,5.108947716173784,3.074734784584896,1.5100223820578327,0.3216859494712317,Iris-setosa
+20,6.179366489967699,3.6589455044476398,1.5100229070950144,0.27326611505166304,Iris-setosa
+21,6.179371274881329,3.073258663151914,1.5104156500240722,0.2664414747511161,Iris-setosa
+22,6.17936648898978,3.7376299943809235,1.510022473938794,0.28340816551077574,Iris-setosa
+23,5.1089477161773305,3.071746326759291,1.5100223820921668,0.29871783490135384,Iris-setosa
+24,6.179366690376794,3.054067756924702,4.8995479431839986,1.6660720433401757,Iris-setosa
+25,5.1089477161734935,3.054000000000003,4.899491295236391,1.6654274817559307,Iris-versicolor
+26,5.108947716384851,3.054000126834748,4.8994913236239155,1.6654587864627945,Iris-versicolor
+27,6.179366488623914,3.0540000000000007,4.899491305736345,1.6654274821680195,Iris-versicolor
+28,6.1793671855707775,3.054000000856313,4.899720059432419,1.6655053747369646,Iris-versicolor
+29,6.179824649075855,3.054000176364191,4.909740257551705,1.6682688076140053,Iris-virginica
+30,6.179792675815103,3.054000169341426,4.908868740083013,1.6684476645516284,Iris-virginica
+31,6.179366496899686,3.5796856707750075,1.5100274012203583,0.2674513749202386,Iris-setosa
+0,5.10894771627835,3.457606775700113,1.5100223932488512,0.3012485698787585,Iris-setosa
+1,6.1793665139378176,3.4161803779176396,1.510040202750768,0.26494398562367594,Iris-setosa
+2,6.179366673120327,3.054000000000001,4.903939360200418,1.6654280560719779,Iris-versicolor
+3,6.179366488658482,3.0540000000000007,4.899491980008336,1.6654274867215546,Iris-versicolor
+4,6.1793664886229,3.0540000000000003,4.899491307828506,1.6654274771550532,Iris-versicolor
+5,6.179366581139166,3.1865959189836515,1.5100916885713278,0.26401960501419147,Iris-setosa
+6,6.1793664886230255,3.0540000000000003,4.899491320102481,1.6654274766930846,Iris-versicolor
+7,6.179641911961309,3.0541001836493393,4.902312915421578,1.678854440434556,Iris-virginica
+8,6.1793664886280535,3.0540000000000003,4.899491404503493,1.6654274791948842,Iris-versicolor
+9,6.179412085282259,3.057843080563397,4.901369095697984,1.6874192781152488,Iris-setosa
+10,6.184124533009373,3.054000000430184,5.290039428898998,1.667591808599322,Iris-virginica
+11,6.179376991160392,3.0554971106544238,4.90037658067881,1.675603906172903,Iris-setosa
+12,5.108947716173323,3.0540000000000025,4.899491294648457,1.6654274800823743,Iris-versicolor
+13,6.179366504414756,3.0540000000000007,4.899916540397294,1.665427616345059,Iris-versicolor
+14,5.108947716223819,3.0558342812661676,1.5100223840331917,0.2646673019500704,Iris-setosa
+15,6.179366732736006,3.054000000000001,4.906001782778776,1.6654280448671668,Iris-versicolor
+16,5.108947716239287,3.1143636195606708,1.5100223851678238,0.2773664017291019,Iris-setosa
+17,6.179409659697407,3.054015926697449,4.900646912573081,1.66896118146723,Iris-versicolor
+18,6.179366489959516,3.2275820768015295,1.5100225595649654,0.270629126554115,Iris-setosa
+19,5.108947716290808,3.3626368329685157,1.5100223931381422,0.2941092533078118,Iris-setosa
+20,6.179366490040329,3.6503236941387347,1.5100229323236734,0.27364786455672135,Iris-setosa
+21,5.10894771617881,3.054000000000701,4.899491297567477,1.6654276159765444,Iris-versicolor
+22,6.179366488624969,3.0540000000000003,4.899491329538052,1.6654274802254239,Iris-versicolor
+23,6.179366561966618,3.4944474242334507,1.5100701784929529,0.26641642986523456,Iris-setosa
+24,6.179368362127835,3.062265012058388,1.5102769157741989,0.26452282565077573,Iris-setosa
+25,6.1810012943530355,3.0540047181070844,4.907636740223063,1.676358475956443,Iris-virginica
+26,6.1793675653218,3.054000000000005,4.920472252913146,1.6654298909116305,Iris-versicolor
+27,6.1793665067493775,3.054274443453109,1.510027031685598,0.26167069424025835,Iris-setosa
+28,5.108947716196161,3.0557408623266835,1.510022382575816,0.267212676749405,Iris-setosa
+29,6.180496797235817,3.0540000087880967,4.946895564900806,1.6678103567150657,Iris-virginica
+30,5.1089477161775925,3.062064455720881,1.5100223820963887,0.28585847966377,Iris-setosa
+31,5.108947716198329,3.446805711882071,1.510022383095284,0.34572734930000343,Iris-setosa
+0,6.1793664892452265,3.0540000000000007,4.899510256154545,1.6654275096723248,Iris-versicolor
+1,6.179388273080298,3.0628542259904363,4.900942910267999,1.6870915088577665,Iris-setosa
+2,6.179366488623609,3.0540000000000003,4.899491317518132,1.6654274790380743,Iris-versicolor
+3,6.179366488738433,3.0540000000000003,4.899494931993993,1.665427486525308,Iris-versicolor
+4,5.108947716193614,3.054000000215822,4.899491298071397,1.665429835283458,Iris-versicolor
+5,6.179366495762711,3.590813997406822,1.5100265178820207,0.26853867124665975,Iris-setosa
+6,6.179366489547901,3.2886704398905984,1.5100225020894913,0.273460589087115,Iris-setosa
+7,6.179367586192476,3.054000138998146,4.899612953442553,1.665712133012086,Iris-versicolor
+8,5.108947716242726,3.0565481013436644,1.5100223858158281,0.26469323097515957,Iris-setosa
+9,6.179366652496764,3.057143950526042,1.5100762626862574,0.2625234123193373,Iris-setosa
+10,5.108947716214138,3.3630117491632783,1.5100223839280773,0.32172708584003945,Iris-setosa
+11,6.179366489301368,3.261435077294756,1.5100224541024767,0.2733690373682548,Iris-setosa
+12,6.179550294968826,3.0540000000029304,5.18892255362343,1.6656034483853894,Iris-virginica
+13,6.1796620612050015,3.055148497194074,4.903139009795206,1.6975815247747985,Iris-virginica
+14,6.179744091186656,3.0540000000019734,5.44636906338653,1.665654547692994,Iris-virginica
+15,6.1793686741940315,3.0550052861061454,4.899945481622876,1.6682995819648923,Iris-setosa
+16,6.179366519075397,3.0540000000592338,4.899513807496437,1.6654381146239061,Iris-versicolor
+17,6.181425887229495,3.054000000006442,5.906717589336871,1.666060196345797,Iris-virginica
+18,5.108947716178792,3.0540000001783443,4.899491294575381,1.6654284007644442,Iris-versicolor
+19,6.179394268533745,3.0541137736168156,4.900511421252608,1.6710569005497125,Iris-versicolor
+20,6.179368976903466,3.055348125618829,4.9000049373958054,1.669238181824321,Iris-setosa
+21,6.179366883389673,3.054000012994283,4.899581216907023,1.665601300451746,Iris-versicolor
+22,5.108947716242952,3.1492430094839627,1.5100223857222046,0.28137733508787244,Iris-setosa
+23,6.179366488623831,3.0540000000000003,4.899491313718008,1.6654274791977501,Iris-versicolor
+24,6.179366488635093,3.054000000000006,4.89949132581325,1.6654275001128211,Iris-versicolor
+25,6.180009566746959,3.0540000001767456,5.037871419724547,1.6661676595809685,Iris-virginica
+26,6.1793664906001355,3.267177064997509,1.5100227487388242,0.26873363140932804,Iris-setosa
+27,6.179366488939105,3.054000000001784,4.899491458547853,1.665428423969318,Iris-versicolor
+28,6.179366952548344,3.0540000000000296,4.903812649074581,1.6654305910764173,Iris-versicolor
+29,6.1793931300194265,3.1034062687520967,1.510944281888431,0.27704763668823656,Iris-setosa
+30,6.1793665306198955,3.0540000000000007,4.900677648432926,1.6654276938018606,Iris-versicolor
+31,6.179366489978838,3.0540000000000105,4.899502129613447,1.6654276626062257,Iris-versicolor
+0,5.108947716174104,3.054000000000006,4.8994912965439905,1.6654274856870601,Iris-versicolor
+1,6.179366488634242,3.0540000000000016,4.899491361107643,1.6654274912886926,Iris-versicolor
+2,5.10894771618064,3.054000000000012,4.899491319081657,1.665427505348338,Iris-versicolor
+3,6.179366490639219,3.0540000000000007,4.899539092464324,1.6654275662079498,Iris-versicolor
+4,6.179366488628495,3.0540000000000003,4.899491417773657,1.6654274798797972,Iris-versicolor
+5,6.179422766364998,3.0540000000001792,5.2561760758409015,1.6654729539927413,Iris-virginica
+6,6.179366488664985,3.0540000000000003,4.899492796189098,1.6654274815685837,Iris-versicolor
+7,5.108947716186112,3.056591727933465,1.5100223822716088,0.2704358517818112,Iris-setosa
+8,6.179370685222847,3.054000496315215,4.899826707749998,1.666555029635172,Iris-versicolor
+9,6.179366488633346,3.0540000000000007,4.899491453653923,1.6654274836221574,Iris-versicolor
+10,6.179368627477964,3.0540000000000274,4.926464858280914,1.6654331991084776,Iris-versicolor
+11,6.193642952103183,3.0540000000349616,6.550309325318621,1.6680177657299022,Iris-virginica
+12,6.179366488775203,3.0540000000000003,4.899495993594737,1.6654274876642323,Iris-versicolor
+13,6.17936683971723,3.158748571062267,1.5101490974735308,0.2645824888057114,Iris-setosa
+14,6.17936785293909,3.0540000000000034,4.931619785007129,1.6654296434134879,Iris-versicolor
+15,6.179366511588196,3.5932787848231347,1.5100391756037126,0.2668977551751795,Iris-setosa
+16,6.17936654876339,3.054030450268966,4.899507473836934,1.665717219664591,Iris-setosa
+17,6.179366488629601,3.0540000000000034,4.899491317560664,1.66542749249328,Iris-versicolor
+18,6.17937061300768,3.0592165930782227,1.5103773276198271,0.2651170596072601,Iris-setosa
+19,5.108947716251365,3.544751775687297,1.5100223907534809,0.3096002354555192,Iris-setosa
+20,5.108947716317414,3.0540000001798253,4.899491331326189,1.6654312618982476,Iris-versicolor
+21,6.1793727855732365,3.0554247026701864,4.900227979255563,1.6751705444541756,Iris-setosa
+22,6.182047688206551,3.054000000088591,5.357835122761275,1.6667155770809619,Iris-virginica
+23,6.179366510855678,3.054000000000001,4.899909999464961,1.665427761602299,Iris-versicolor

iris/lct_gan/0/15/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/0/15/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
+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/0/15/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/0/16/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179370615423294,3.1086312398098688,1.510399395319661,0.2687997200683572,Iris-setosa
+1,6.179478729495214,3.054000000000226,5.451008051571169,1.665498125481628,Iris-virginica
+2,5.108947716313294,3.161814776344905,1.5100223940107669,0.27428164302073327,Iris-setosa
+3,6.179406373592727,3.054000000072792,4.9225354849187495,1.6656303682318518,Iris-virginica
+4,6.179445445838405,3.0540007638278466,4.901304063436423,1.6683227971595056,Iris-virginica
+5,5.108947716173544,3.0540000000000007,4.8994912976363345,1.6654274814994043,Iris-versicolor
+6,6.179367295231419,3.054000354286755,4.899593156258145,1.6658005303045182,Iris-versicolor
+7,6.179366488630757,3.054000000000001,4.8994913462881495,1.6654274871147363,Iris-versicolor
+8,5.108947716174628,3.0540000000000473,4.89949129594799,1.665427501014763,Iris-versicolor
+9,6.179366496054585,3.054010549892473,4.899493307490276,1.6655037137286053,Iris-setosa
+10,6.179366488981212,3.054000000110866,4.899491372576112,1.6654297519438541,Iris-versicolor
+11,6.1851083578790025,3.054035112890308,4.911460769228169,1.691840841711777,Iris-virginica
+12,5.10894771619691,3.4516863711630745,1.510022383017113,0.346937974831754,Iris-setosa
+13,6.1793664886804995,3.054000000000001,4.899491929457539,1.665427498444697,Iris-versicolor
+14,6.179366494033155,3.0540000000000007,4.8996231509531905,1.6654275954988693,Iris-versicolor
+15,5.108947716175017,3.0725540435175147,1.5100223820675927,0.3069201854955171,Iris-setosa
+16,6.179366488624149,3.0540000000000003,4.899491327107812,1.6654274782841787,Iris-versicolor
+17,5.1089477161743755,3.054000000069163,4.899491293918178,1.665427714788653,Iris-versicolor
+18,5.108947716176506,3.0540000000257583,4.899491294470754,1.6654277837436346,Iris-versicolor
+19,6.179366489295668,3.7958366673664776,1.5100226936991645,0.27483083684258003,Iris-setosa
+20,6.180824973895336,3.054002908796467,4.90883621447439,1.6733019740413662,Iris-virginica
+21,6.179366493734084,3.054000000000004,4.89955678267011,1.6654277618308082,Iris-versicolor
+22,6.179366488625663,3.0540000000000003,4.89949134887528,1.6654274798820783,Iris-versicolor
+23,6.1793664886252895,3.054000000000001,4.899491310836258,1.66542748599821,Iris-versicolor
+24,6.179369515648681,3.1651435646360904,1.5103433332688911,0.2697081245661211,Iris-setosa
+25,6.179366488906945,3.054000000000329,4.899491581133726,1.6654278354062286,Iris-versicolor
+26,6.179366488666742,3.0540000000000003,4.899492502552142,1.6654274860620497,Iris-versicolor
+27,6.1815474429197135,3.0540000001013574,5.293109708777652,1.666659267993983,Iris-virginica
+28,6.181236524827428,3.0540000000310363,5.445942479984892,1.6663037993329304,Iris-virginica
+29,5.1089477161810555,3.0540000000041427,4.899491297307877,1.66542776682642,Iris-versicolor
+30,6.179366491169504,3.746453906542395,1.5100241767744491,0.2692610353814469,Iris-setosa
+31,6.179366488623205,3.0540000000000003,4.899491310466877,1.6654274779122755,Iris-versicolor
+0,6.179366488652666,3.054000000000011,4.899491376116836,1.665427516754728,Iris-versicolor
+1,6.1793664890229,3.5772500420761437,1.5100224442208885,0.2855252443107721,Iris-setosa
+2,6.179392797402634,3.055540741269003,4.900794928031191,1.6814670283994821,Iris-virginica
+3,6.179466160804343,3.0605902983799527,4.902511977070915,1.6989151858801426,Iris-virginica
+4,6.1885727631122815,3.054000563195817,4.955088663312939,1.67607920927988,Iris-virginica
+5,6.1793664886386575,3.0540000000000007,4.89949156243069,1.6654274837841418,Iris-versicolor
+6,6.179417395268962,3.0540155328964262,4.900732658414002,1.6710531346339297,Iris-virginica
+7,6.179366488625086,3.0540000000000003,4.899491350345101,1.6654274793513946,Iris-versicolor
+8,5.108947716173311,3.0540000000000203,4.899491294028416,1.6654274808932639,Iris-versicolor
+9,5.108947716185346,3.060782863116675,1.5100223822701275,0.2740618672211164,Iris-setosa
+10,6.179382110491918,3.083658215036884,1.5107034663372907,0.27169243537735555,Iris-setosa
+11,6.179366488636051,3.054000000000002,4.899491363299766,1.6654274923868664,Iris-versicolor
+12,6.17936648862298,3.0540000000000003,4.89949130832301,1.6654274775494224,Iris-versicolor
+13,6.179366489493406,3.6972927725777933,1.5100226701575206,0.27715470116714636,Iris-setosa
+14,6.17936650156601,3.0540000000000114,4.899604795243509,1.6654280013039753,Iris-versicolor
+15,5.108947716173463,3.0540153284408076,1.510022382058037,0.26186355114197546,Iris-setosa
+16,5.108947716176867,3.0540000041763946,4.8994912939282,1.6654331648374914,Iris-versicolor
+17,6.179458925659907,3.06077677765113,4.902386608867348,1.6987033810538197,Iris-virginica
+18,6.179366488916758,3.0540000001739243,4.899491360268278,1.6654304233200803,Iris-versicolor
+19,6.179373959946632,3.0540012027232932,4.8999687132792,1.6665725781134844,Iris-versicolor
+20,5.108947716179332,3.064831231950014,1.510022382124095,0.2858016782001167,Iris-setosa
+21,6.17936648902002,3.0540000000000007,4.899503287105586,1.6654275018688423,Iris-versicolor
+22,6.1793666397043,3.0540000000000034,4.9021765845792675,1.6654283492063222,Iris-versicolor
+23,6.179366488721159,3.0540000000004017,4.899491368497172,1.6654277278836176,Iris-versicolor
+24,6.179469802352966,3.054000854011879,4.9013603379765796,1.6678576506874272,Iris-virginica
+25,5.1089477161764885,3.0540000004379144,4.899491294226542,1.665428713775694,Iris-versicolor
+26,6.179366498650736,3.0540000000000016,4.899660136997909,1.6654277260100174,Iris-versicolor
+27,5.108947716185929,3.0540000000001344,4.8994913136796026,1.6654275793988298,Iris-versicolor
+28,6.179835073812042,3.054000000000391,5.973088403587862,1.6655838497382836,Iris-virginica
+29,6.179366488626552,3.0540000000000007,4.899491349144686,1.6654274804424531,Iris-versicolor
+30,6.179366488623993,3.0540000000000003,4.89949131543798,1.6654274796717778,Iris-versicolor
+31,5.1089477161734145,3.0540000000000007,4.89949129738024,1.6654274813072598,Iris-versicolor
+0,6.179377921678578,3.054117221833475,4.900193294555455,1.6705382767684587,Iris-versicolor
+1,5.108947716173254,3.054000000000002,4.899491294472842,1.6654274794648933,Iris-versicolor
+2,6.17936649671545,3.4108404688368132,1.5100264824535545,0.2666725259392171,Iris-setosa
+3,5.108947716200884,3.0540000044089055,4.899491296285081,1.6654362677503376,Iris-versicolor
+4,6.17936649088979,3.751972992335744,1.5100239249563605,0.26936199153373663,Iris-setosa
+5,5.108947716513288,3.0579394929321135,1.5100224223072123,0.2634304115472775,Iris-setosa
+6,6.179416264810325,3.054000000000038,5.508805224824248,1.6654536463859604,Iris-virginica
+7,6.179366488633948,3.0540000000000003,4.899491586714082,1.6654274798426385,Iris-versicolor
+8,6.195626130796903,3.0540016117573567,4.954970573701169,1.6814370772564147,Iris-virginica
+9,6.179366488623522,3.0540000000000003,4.899491317645772,1.6654274776613158,Iris-versicolor
+10,5.108947716177407,3.0540000000034726,4.8994912952227345,1.66542763571963,Iris-versicolor
+11,6.179366490379732,3.5461694766510434,1.5100229374636356,0.27354246381273933,Iris-setosa
+12,5.108947716215688,3.07936877805255,1.5100223836369557,0.27482662822047355,Iris-setosa
+13,6.182796399902075,3.0540000543968606,4.955468264758782,1.6706449287758596,Iris-virginica
+14,5.108947716174013,3.0540000022146,4.899491293737387,1.665428462811482,Iris-versicolor
+15,6.179366513206155,3.5986064843349936,1.5100392227563155,0.2666354298028272,Iris-setosa
+16,6.180871611652753,3.0542374719356733,4.905564234784201,1.6967361880195666,Iris-virginica
+17,6.1794506828800815,3.0542238194835063,4.901285028803028,1.6752966443129969,Iris-virginica
+18,6.17936897767009,3.0540000000000522,4.926469104354118,1.6654357366502144,Iris-versicolor
+19,6.179366488627002,3.0540000000000007,4.899491333757681,1.6654274862183034,Iris-versicolor
+20,5.108947716174052,3.0540000205510127,1.5100223820767555,0.261533645124405,Iris-setosa
+21,5.108947716396752,3.1311373714022728,1.5100224031278482,0.2711886261236004,Iris-setosa
+22,6.1793666102462526,3.054000000000034,4.9003266078287595,1.6654292096570409,Iris-versicolor
+23,6.179366533459516,3.263844084496726,1.5100521059808023,0.26402321848515903,Iris-setosa
+24,6.180171605371855,3.0540002470618477,4.912141149305093,1.6696209394065706,Iris-virginica
+25,6.179366488641597,3.0540000000000007,4.899491521889581,1.6654274871986359,Iris-versicolor
+26,6.179366488623457,3.0540000000000003,4.899491317113046,1.665427477988288,Iris-versicolor
+27,6.1793665165590905,3.0540000000000007,4.9002289266977765,1.6654277129660564,Iris-versicolor
+28,6.1793665720464785,3.0540072866796444,4.899509076813599,1.665667721108246,Iris-versicolor
+29,6.179366488637841,3.054000000000002,4.899491378036399,1.6654274935382702,Iris-versicolor
+30,6.179366563788898,3.1695226270046506,1.5100764991534246,0.26310313685322373,Iris-setosa
+31,6.179366491224841,3.0540054665088063,1.5100226209976584,0.26158283056127507,Iris-setosa
+0,6.17936667342745,3.0540165139346866,4.899537210917273,1.6657759100795162,Iris-versicolor
+1,6.179366489365708,3.692305137896113,1.5100226061963056,0.2781356566049382,Iris-setosa
+2,6.179366490493463,3.672144151535506,1.5100232111455052,0.27263056532227914,Iris-setosa
+3,6.18016331060321,3.054000002753319,4.958027258641463,1.6670997977586057,Iris-virginica
+4,6.179366492503128,3.0540000000000065,4.899534944958844,1.665427767643477,Iris-versicolor
+5,6.18140667856678,3.054015963892065,4.905987656299588,1.68086183423235,Iris-virginica
+6,6.17939935768915,3.05400001648815,4.902942493288423,1.6659115811821417,Iris-virginica
+7,6.179366488623081,3.0540000000000003,4.899491315213473,1.6654274770709545,Iris-versicolor
+8,6.183228062865955,3.0540022991155853,4.916545365286032,1.6774181958485435,Iris-virginica
+9,6.201467318363524,3.054005000813993,4.947448336095067,1.687394989304294,Iris-virginica
+10,6.179366754005803,3.0540000000005945,4.900201252913712,1.6654326790213971,Iris-versicolor
+11,6.181118981748209,3.0540138915554715,4.904966479993155,1.680643117478294,Iris-virginica
+12,6.179368708855174,3.0540000000000402,4.924981380983381,1.6654340579210998,Iris-versicolor
+13,5.108947716183619,3.2955636173644423,1.510022382240083,0.3589617363768418,Iris-setosa
+14,6.179366516910297,3.0540000000000007,4.900168843677356,1.6654277261536197,Iris-versicolor
+15,5.108947716467146,3.159399728754912,1.5100224155900839,0.2715889634607158,Iris-setosa
+16,6.179366493544806,3.0540000000000154,4.899532902016723,1.6654279365780047,Iris-versicolor
+17,5.108947716173612,3.0540000000000016,4.899491296678941,1.6654274822752606,Iris-versicolor
+18,5.108947716173321,3.0540000000000007,4.899491295808045,1.6654274814715078,Iris-versicolor
+19,6.182753764646569,3.054000041668639,4.963534021622022,1.6704644874129804,Iris-virginica
+20,6.180913869560382,3.054000157447276,4.924431944426138,1.6700353630632137,Iris-virginica
+21,6.179366488676442,3.0540000000000007,4.899492496101678,1.6654274891716152,Iris-versicolor
+22,6.1793665098147965,3.0941458290819948,1.5100321597840216,0.26248771389203673,Iris-setosa
+23,6.179366489020421,3.556398571104283,1.5100224353870144,0.28702063435433345,Iris-setosa

iris/lct_gan/0/16/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/0/16/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
+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/0/16/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/0/17/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.192618159629079,3.0540000006216035,5.560085632482054,1.6689969809135599,Iris-virginica
+1,6.207732672133348,3.0540000074650213,5.367356832487277,1.673349946441376,Iris-virginica
+2,6.179366490714726,3.0540000000000083,4.899511517371648,1.6654276961879386,Iris-versicolor
+3,6.179367588951914,3.054000000000005,4.922374729775381,1.6654299424049335,Iris-versicolor
+4,6.179477900364761,3.054000000002756,5.0960114180515745,1.665569647491683,Iris-virginica
+5,6.179366489882712,3.7666684707583853,1.5100230568758741,0.272458537520308,Iris-setosa
+6,6.179366502639605,3.054000105935794,4.899493858818656,1.665454821856618,Iris-versicolor
+7,6.1793664889788955,3.054000000000001,4.899498494375555,1.665427523142024,Iris-versicolor
+8,5.1089477161989825,3.1538647305961,1.5100223827687256,0.29533334702769437,Iris-setosa
+9,6.179377728014775,3.0540000000037124,4.929977223793125,1.6654714266830077,Iris-virginica
+10,6.179367827881003,3.276718224939342,1.5102753915531861,0.26891714779382364,Iris-setosa
+11,6.17936648881061,3.0540000000000047,4.899492864914139,1.665427536679062,Iris-versicolor
+12,6.179366488624128,3.0540000000000007,4.899491314477865,1.6654274800134898,Iris-versicolor
+13,5.1089477161862975,3.0540000000749945,4.8994912966799244,1.6654286095058526,Iris-versicolor
+14,6.179367366691792,3.054000000000004,4.9179857940298985,1.665429410233655,Iris-versicolor
+15,5.108947716189362,3.0540000187810983,4.8994912950887874,1.6654481355425281,Iris-versicolor
+16,6.179366505796647,3.054000000000001,4.8998529769325385,1.6654276995692756,Iris-versicolor
+17,5.108947716203424,3.054038804939387,1.5100223829986097,0.26219899726303314,Iris-setosa
+18,5.108947716253007,3.455464279690799,1.5100223889293127,0.30975924908678926,Iris-setosa
+19,6.179366489921524,3.054000000000003,4.899508683335066,1.6654275988385372,Iris-versicolor
+20,5.108947716217233,3.054004658463321,1.5100223839205316,0.26168042145170517,Iris-setosa
+21,6.17947848860914,3.054000393422742,4.902167908738601,1.6675972568199136,Iris-virginica
+22,6.1793666076913,3.2463788885366043,1.5101038402759275,0.2644131918289786,Iris-setosa
+23,6.179366497889113,3.6095219420259963,1.5100284546631035,0.2677205348230788,Iris-setosa
+24,6.179524932180551,3.05400006073862,4.906176057428607,1.666750570040562,Iris-virginica
+25,6.1953134685382425,3.0540004296783003,4.980846406452519,1.67814334874824,Iris-virginica
+26,6.179366517656573,3.0540000293319207,4.899496853919964,1.665459287359493,Iris-versicolor
+27,6.179366489515978,3.8144095339694832,1.5100229182517286,0.271997156494169,Iris-setosa
+28,5.108947716173562,3.0540000000000016,4.899491296452966,1.66542748159135,Iris-versicolor
+29,6.179370288282825,3.083002765320127,1.5103746778304628,0.26796473646178404,Iris-setosa
+30,5.1089477166730015,3.0540000084114824,4.899491393853814,1.6654354393960353,Iris-versicolor
+31,6.179368339220516,3.0760845183040946,1.5102770969077928,0.26637631055521116,Iris-setosa
+0,5.108947716263729,3.0541635200588653,1.51002238751919,0.2622516929679042,Iris-setosa
+1,6.17936649889367,3.0540000011939537,4.899494522362442,1.6654377976058317,Iris-versicolor
+2,5.108947716173552,3.0540000000000123,4.899491294570677,1.665427483741963,Iris-versicolor
+3,6.181577762690873,3.05400441920162,4.910268366033213,1.6770868996645192,Iris-virginica
+4,6.180280512152099,3.054000009625362,4.9466282248778874,1.6674444811125506,Iris-virginica
+5,6.179616793425173,3.0540000000005425,5.56029389643198,1.6655516916662019,Iris-virginica
+6,6.179366505868305,3.0544585360053027,1.5100288044219847,0.2617625523322092,Iris-setosa
+7,6.179384648751441,3.0540000000000695,5.123719003031253,1.6654476443891786,Iris-virginica
+8,6.179366580088526,3.054000000000007,4.90067114399517,1.6654285138411953,Iris-versicolor
+9,6.1793664886586726,3.0540000000000034,4.899491498082667,1.6654275052502976,Iris-versicolor
+10,6.1793664899082925,3.0540000005688084,4.899491605205096,1.6654305966412857,Iris-versicolor
+11,6.179885317202494,3.0540389402474193,4.902832976726702,1.6756620743596324,Iris-virginica
+12,6.17936648862289,3.0540000000000007,4.899491300665503,1.6654274807175453,Iris-versicolor
+13,6.179366583152671,3.0540000000062935,4.899619650160807,1.6654354373449296,Iris-versicolor
+14,6.180208261885775,3.0541219559669606,4.904050781710666,1.6860476674760716,Iris-virginica
+15,6.180881592634809,3.054003169850341,4.908426281589198,1.6738360350593764,Iris-virginica
+16,6.179366489075191,3.6008086372255903,1.5100224586193727,0.28466875088166943,Iris-setosa
+17,6.179366516947551,3.372348669290046,1.5100454995672992,0.26453308846091056,Iris-setosa
+18,5.108947716252523,3.054000027579242,4.899491302469775,1.665455337900432,Iris-versicolor
+19,6.179366488623771,3.0540000000000007,4.899491306913222,1.6654274804293698,Iris-versicolor
+20,6.1794308521489345,3.054413841364983,4.901157313612201,1.678136229642121,Iris-virginica
+21,6.179375557260248,3.0949944424225597,1.5105562196278817,0.26995561111054783,Iris-setosa
+22,5.10894771617332,3.054000014774358,1.5100223820637129,0.2615312943937471,Iris-setosa
+23,5.108947716240555,3.131882625203435,1.5100223854400663,0.2795751965305815,Iris-setosa
+24,6.1793693792852595,3.054000000699888,4.900629345246418,1.6655245810374526,Iris-versicolor
+25,5.108947716173558,3.0540000000000043,4.899491295269544,1.6654274823584647,Iris-versicolor
+26,6.179367562816145,3.05493593614884,4.899822801071475,1.6680769934627877,Iris-setosa
+27,6.179366831897269,3.054045384053485,4.899573689460805,1.666085066826384,Iris-versicolor
+28,6.1793664886940185,3.0540000000000007,4.899493153846717,1.665427488054242,Iris-versicolor
+29,5.108947716176242,3.0540000000512726,4.899491294311871,1.6654278539529521,Iris-versicolor
+30,6.179366491784393,3.6414397129586313,1.5100239809139686,0.27051570433769373,Iris-setosa
+31,6.1793664891622955,3.444347183801748,1.5100224530161916,0.28126112454729474,Iris-setosa
+0,6.179366490087053,3.054000000000099,4.899496367384382,1.6654278696490123,Iris-versicolor
+1,6.179366488645656,3.0540000000000007,4.899491578673116,1.6654274924760717,Iris-versicolor
+2,6.180341867435321,3.0540737281305503,4.903974674444194,1.6841484811549008,Iris-virginica
+3,6.179366489182657,3.6999240634831434,1.5100225324605132,0.2808672076737832,Iris-setosa
+4,6.179391313621545,3.054000002161426,4.904969773201257,1.665709234630306,Iris-virginica
+5,6.180763976961876,3.05412341262245,4.904907408610229,1.6909143872774044,Iris-virginica
+6,6.179366798459486,3.0576369607741545,1.5101266003431764,0.263004701132404,Iris-setosa
+7,6.179366763344416,3.433643513191016,1.510136700320621,0.26673350092823467,Iris-setosa
+8,6.179366488625852,3.054000000000001,4.8994913144136945,1.665427484714312,Iris-versicolor
+9,5.108947716175463,3.054000000000004,4.899491303735411,1.665427489886302,Iris-versicolor
+10,6.180515705065998,3.054004480300042,4.906501582411954,1.6736339349906846,Iris-virginica
+11,6.179366488920743,3.5567566669434854,1.5100224144957504,0.2938762467831271,Iris-setosa
+12,6.179366490384002,3.7159190624846765,1.5100232862870644,0.27183377966577904,Iris-setosa
+13,5.1089477161765355,3.0540000016817546,4.8994912939606134,1.665430492531749,Iris-versicolor
+14,6.179366491503772,3.6417773049647155,1.5100237851168017,0.27091083988957254,Iris-setosa
+15,6.179366490316569,3.0540000000000003,4.899541950910013,1.6654275188168794,Iris-versicolor
+16,5.108947716183385,3.054000018120505,4.899491294317019,1.6654490928791084,Iris-versicolor
+17,5.108947716173994,3.054000000000002,4.899491298582418,1.665427483595845,Iris-versicolor
+18,5.1089477161737005,3.054000000002563,4.8994912939201045,1.665427518689174,Iris-versicolor
+19,5.10894771646304,3.1279704886928243,1.5100224151289028,0.2696468859781675,Iris-setosa
+20,6.1793664886331445,3.054000000000001,4.899491369448769,1.6654274869922745,Iris-versicolor
+21,5.108947716180425,3.1610451806815614,1.510022382148658,0.3221601109387035,Iris-setosa
+22,6.1793735415700715,3.057102416418739,4.900314440429278,1.673880403860528,Iris-setosa
+23,6.179369476519197,3.0540109648031457,4.89985246305274,1.6668537603744562,Iris-versicolor
+24,5.108947716177886,3.054000000051252,4.89949129471849,1.665428019346784,Iris-versicolor
+25,6.1793664889530175,3.0540000000000043,4.899494334278691,1.6654275505426996,Iris-versicolor
+26,6.179366489047974,3.677285925585751,1.5100224749617965,0.2835825306064292,Iris-setosa
+27,6.179366488955749,3.4878625512553203,1.5100224134840907,0.29175548058498285,Iris-setosa
+28,6.179395805817839,3.0541970978073527,4.900652484176226,1.6724394374017697,Iris-virginica
+29,6.179366488626036,3.0540000000000003,4.899491393323609,1.6654274782716911,Iris-versicolor
+30,5.1089477161821355,3.0540059092953964,1.5100223822276932,0.26193832232431674,Iris-setosa
+31,6.179366488631387,3.0540000000000003,4.899491449180018,1.6654274806415708,Iris-versicolor
+0,6.179366519208762,3.0540000000000576,4.899666967089919,1.6654289225815229,Iris-versicolor
+1,6.179366488812819,3.0540000000000065,4.899492570008674,1.665427554097547,Iris-versicolor
+2,6.179371499061671,3.0540000000000225,4.976103154971065,1.6654356541256758,Iris-versicolor
+3,6.179734576660607,3.0540007999329424,4.904513414133106,1.6692302087191064,Iris-virginica
+4,6.179674231698002,3.054178225003266,4.902432055412743,1.679170418468613,Iris-virginica
+5,6.179781497428931,3.054000000001014,5.629564347195495,1.665616648258708,Iris-virginica
+6,5.10894771626956,3.0540000004636303,4.899491310512029,1.6654324696230378,Iris-versicolor
+7,6.195864829385867,3.0540061453970173,4.937695246646531,1.687338697142321,Iris-virginica
+8,6.179366488623599,3.0540000000000003,4.899491315326841,1.6654274782811946,Iris-versicolor
+9,5.108947716218834,3.056395616561664,1.5100223833992918,0.2663352630483677,Iris-setosa
+10,5.108947716173315,3.054000000001883,4.899491293764801,1.6654274878923596,Iris-versicolor
+11,6.1793692545170265,3.0540000063184416,4.90012345507382,1.6656721297154446,Iris-versicolor
+12,6.179368967212242,3.0902074832118394,1.5103144232052992,0.2670622480052973,Iris-setosa
+13,5.108947716177833,3.0540000000125977,4.899491295126473,1.665427795482256,Iris-versicolor
+14,6.179366489944081,3.0565650627677217,1.5100225135428447,0.2624813700625428,Iris-setosa
+15,6.181262016985892,3.0540000000036156,6.03612889568018,1.665978105376856,Iris-virginica
+16,5.108947716175139,3.05400000000001,4.8994912989517365,1.6654274919427299,Iris-versicolor
+17,5.108947716224287,3.481782984425775,1.5100223857932844,0.31867401575617577,Iris-setosa
+18,6.179366493232408,3.3607675067459044,1.5100239760450151,0.26799514666878604,Iris-setosa
+19,6.179387832960483,3.054000000000265,5.045567405520556,1.6654616366344346,Iris-virginica
+20,6.179383953567772,3.0540037045616604,4.9001809637853375,1.6677375447277025,Iris-versicolor
+21,6.1795763217760715,3.0540000000040504,5.1746407144313205,1.6656226957876428,Iris-virginica
+22,5.108947716173331,3.0540000000003715,4.899491293839624,1.6654274841793864,Iris-versicolor
+23,5.108947716206161,3.0550873328318917,1.5100223831101598,0.2648259500525042,Iris-setosa

iris/lct_gan/0/17/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/0/17/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
+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/0/17/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/0/18/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.182121815190317,3.0540000000645673,5.4301412344619715,1.6666225110613224,Iris-virginica
+1,6.179366488907477,3.054000000468921,4.899491346263669,1.665432949953719,Iris-versicolor
+2,6.179366488628245,3.0540000000000003,4.899491410575593,1.6654274794991537,Iris-versicolor
+3,5.108947716514369,3.0540001214020216,4.899491356226278,1.6654531289370396,Iris-versicolor
+4,6.18060938154563,3.0540000000115577,5.5033156712596805,1.6659870841944728,Iris-virginica
+5,6.179366980096811,3.330025640946014,1.5101936475037165,0.2660885676741187,Iris-setosa
+6,6.179366490607753,3.771054024290194,1.5100238124201097,0.26927321171077057,Iris-setosa
+7,6.179366488792492,3.0540000000000003,4.899496387038155,1.665427491015849,Iris-versicolor
+8,6.179566927034008,3.0540078093639895,4.901493915554652,1.6715590218384135,Iris-virginica
+9,6.179366488625023,3.0540000000000007,4.899491329474201,1.6654274809531462,Iris-versicolor
+10,5.108947716192481,3.064916120974549,1.5100223825013352,0.2736360630904739,Iris-setosa
+11,6.179366600300554,3.122928806061597,1.5100870393349208,0.26340514992034436,Iris-setosa
+12,6.179366488851906,3.054000000000002,4.89949442450025,1.6654275184523135,Iris-versicolor
+13,6.179366496779394,3.0540000000000056,4.899579449509342,1.6654278333875576,Iris-versicolor
+14,6.179368062680637,3.1490408367952893,1.510258455638974,0.2675987793706041,Iris-setosa
+15,6.179366490719889,3.0540000000000003,4.8995525261053245,1.6654275170359805,Iris-versicolor
+16,6.179366488624291,3.0540000000000003,4.899491334511738,1.6654274778984888,Iris-versicolor
+17,5.108947716235116,3.3765014167367804,1.5100223859286594,0.3108307899629222,Iris-setosa
+18,6.179366488627455,3.0540000000000007,4.899491357476508,1.6654274809512712,Iris-versicolor
+19,6.17936648862263,3.0540000000000007,4.8994912980468035,1.665427480859808,Iris-versicolor
+20,6.17937082944757,3.0540000000002405,4.928961308568376,1.6654417498942231,Iris-versicolor
+21,5.108947716173512,3.0540000000000007,4.899491298437733,1.6654274809343228,Iris-versicolor
+22,5.1089477165957495,3.054306975513754,1.5100224285293213,0.26207769027411665,Iris-setosa
+23,6.179366488628158,3.054000000000001,4.899491328274481,1.6654274868422019,Iris-versicolor
+24,6.1793664886355035,3.0540000000000003,4.899491582878761,1.6654274807781073,Iris-versicolor
+25,6.179366491933628,3.665200873615162,1.5100241448129332,0.27040375693118385,Iris-setosa
+26,5.108947716347366,3.054000328230562,4.899491321754332,1.665480719052928,Iris-versicolor
+27,6.179366488628807,3.0540000000000003,4.89949146784825,1.665427478799256,Iris-versicolor
+28,6.179366489391945,3.6383698563966664,1.5100225850391402,0.2788112718791234,Iris-setosa
+29,6.179368085901652,3.0595848708028326,1.510248534029725,0.26365325308466186,Iris-setosa
+30,6.179367299164878,3.05400000000052,4.902649475348854,1.665436714934357,Iris-versicolor
+31,6.18605926720753,3.0540143764312644,4.917175125479197,1.6846294726952042,Iris-virginica
+0,5.108947716219136,3.0540000000006398,4.899491340618804,1.665427736469162,Iris-versicolor
+1,6.179431035446973,3.057455811517542,4.90163042325154,1.6871257259179973,Iris-virginica
+2,6.179366490158846,3.05400000000001,4.899504802392365,1.6654276874883387,Iris-versicolor
+3,5.108947716376973,3.054435576352781,1.5100223962685673,0.26241736891293505,Iris-setosa
+4,6.179387754005015,3.05461735468232,4.9005807140484094,1.6732770579856124,Iris-virginica
+5,6.1793664886243285,3.0540000000000007,4.899491306045859,1.6654274824996174,Iris-versicolor
+6,6.179366538465289,3.1068184987573604,1.5100572976129736,0.2625543805272032,Iris-setosa
+7,6.17936648862285,3.0540000000000003,4.899491305756924,1.665427477601092,Iris-versicolor
+8,6.179366505422526,3.0540000000000007,4.899899670424839,1.6654276520026323,Iris-versicolor
+9,6.179366488645198,3.0540000000000043,4.899491395348539,1.6654275030853296,Iris-versicolor
+10,5.1089477163589905,3.2522362875763986,1.510022400842968,0.28037501544169413,Iris-setosa
+11,6.179558138140083,3.05404192263052,4.901581073594027,1.6736975591468033,Iris-virginica
+12,6.179366488622787,3.0540000000000003,4.899491302406019,1.6654274785774654,Iris-versicolor
+13,6.1793664886226685,3.0540000000000007,4.899491299336682,1.665427479880847,Iris-versicolor
+14,5.10894771634163,3.4492384813780754,1.5100224063952037,0.2916206194862556,Iris-setosa
+15,5.108947716194982,3.0540000254737145,4.89949129514488,1.6654544769044777,Iris-versicolor
+16,5.108947716180971,3.0561341500267556,1.5100223821761793,0.2697870078545278,Iris-setosa
+17,6.179366532853463,3.054221824627049,1.510032166648707,0.26171186263717694,Iris-setosa
+18,6.17936648862399,3.0540000000000007,4.899491307359513,1.665427481686061,Iris-versicolor
+19,6.179366490188794,3.0540000000000194,4.899504094432073,1.665427882604482,Iris-versicolor
+20,5.108947716221355,3.282167118590422,1.510022384047382,0.3091207601919314,Iris-setosa
+21,6.179366652005518,3.1592453639987346,1.5101132104250508,0.2638495581246215,Iris-setosa
+22,5.108947716759069,3.0540363249587323,1.5100224571035448,0.2617081161882936,Iris-setosa
+23,6.179366489710292,3.5055513832444993,1.5100226087929924,0.27697625887548494,Iris-setosa
+24,5.108947716178435,3.218214207735702,1.5100223821144145,0.3521101832223155,Iris-setosa
+25,5.108947716215205,3.0681448146268937,1.5100223836005566,0.2707216983187164,Iris-setosa
+26,5.1089477163005546,3.519453394235779,1.5100224005342964,0.29705201209074317,Iris-setosa
+27,6.1793670412241,3.0566843314527645,1.5101606169453272,0.2636241227886411,Iris-setosa
+28,6.179366774781076,3.0540000000000034,4.904825822173999,1.665428634401594,Iris-versicolor
+29,6.179366493885523,3.4731813430883918,1.510024461433844,0.2695510845665451,Iris-setosa
+30,6.179366488622629,3.0540000000000007,4.89949129697634,1.6654274818613906,Iris-versicolor
+31,6.17936648863205,3.0540000000000003,4.899491548623707,1.6654274799797728,Iris-versicolor
+0,6.1793665262305675,3.0540000000000185,4.899796104066966,1.6654285593652833,Iris-versicolor
+1,5.1089477161776875,3.1754439588507246,1.5100223821012535,0.33981367667950935,Iris-setosa
+2,6.179366515445318,3.054000000000027,4.89968003423706,1.665428600218825,Iris-versicolor
+3,6.1793670827107325,3.054000000000015,4.907224404460656,1.6654304007230705,Iris-versicolor
+4,5.108947716177206,3.054000000000009,4.89949130809063,1.6654274999018563,Iris-versicolor
+5,5.108947716375281,3.0540055565667696,1.5100223953114178,0.2616486254134341,Iris-setosa
+6,6.179366533629512,3.112389243391561,1.5100543589002915,0.26251194548559187,Iris-setosa
+7,6.179366488630832,3.0540000000000003,4.899491600566437,1.6654274780673601,Iris-versicolor
+8,6.179374110146393,3.054000003260157,4.901683309414337,1.6656130121862691,Iris-versicolor
+9,6.17940483591647,3.0540140689538857,4.900538949107219,1.6699435353218712,Iris-virginica
+10,6.179366488630814,3.054000000000004,4.899491320244608,1.6654274973679304,Iris-versicolor
+11,5.108947716249285,3.05400012595337,4.899491299573085,1.665491391151755,Iris-versicolor
+12,6.179425292809251,3.054054297951198,4.900787766984176,1.6732457911782268,Iris-virginica
+13,6.186795862811765,3.054000084380001,4.9829277514935235,1.6722664597626007,Iris-virginica
+14,6.179366488623361,3.0540000000000003,4.899491313686551,1.6654274777482891,Iris-versicolor
+15,6.179565272150058,3.054000000000217,5.697298757526986,1.6655163643421484,Iris-virginica
+16,6.179366488634567,3.0540000000000003,4.899491633484137,1.6654274794627957,Iris-versicolor
+17,6.179370444941358,3.05400000000019,4.92970251723967,1.6654408716275622,Iris-versicolor
+18,6.179366490352443,3.0541529037866284,1.5100226117080482,0.26172081077795456,Iris-setosa
+19,6.1806596828019,3.054386521594122,4.905890825194236,1.7066245057008167,Iris-virginica
+20,5.108947716173987,3.054050270748098,1.5100223820610168,0.26300923925318054,Iris-setosa
+21,6.179366488623448,3.0540000000000003,4.899491307260454,1.6654274793288237,Iris-versicolor
+22,5.108947716248234,3.498609908425057,1.510022389287319,0.3097311866278182,Iris-setosa
+23,6.179366488657752,3.0540000000000007,4.899491876180938,1.6654274884466138,Iris-versicolor
+24,6.179366488624746,3.0540000000000007,4.899491320537932,1.6654274799036952,Iris-versicolor
+25,6.179366488623327,3.0540000000000003,4.899491322953751,1.665427476955364,Iris-versicolor
+26,6.18972632236838,3.0540047433036146,4.926394763679222,1.6849930756568594,Iris-virginica
+27,6.179366488624115,3.0540000000000007,4.899491313608799,1.6654274809312264,Iris-versicolor
+28,6.179366488624832,3.0540000000000003,4.8994913451934,1.6654274781580243,Iris-versicolor
+29,5.10894771617499,3.106987990242179,1.5100223820662375,0.3397868478336895,Iris-setosa
+30,5.108947716173572,3.054000000004342,4.899491293851306,1.6654275145872117,Iris-versicolor
+31,6.179366488627509,3.0540000000000003,4.899491414787738,1.6654274786686216,Iris-versicolor
+0,5.1089477161801,3.1013966548396383,1.5100223821430094,0.3040958057837874,Iris-setosa
+1,6.1793700797855955,3.0540325065756204,4.899921102610269,1.6672121743943762,Iris-versicolor
+2,6.179366488627488,3.0540000000000003,4.899491470112343,1.6654274779799623,Iris-versicolor
+3,6.179366902323108,3.0540000000000194,4.9041246283652615,1.6654301761748076,Iris-versicolor
+4,6.195165305552509,3.0540000002038368,5.941301611703316,1.6686094882040419,Iris-virginica
+5,6.179367301776403,3.054000000431762,4.899885331866723,1.6654909768650787,Iris-versicolor
+6,5.108947716173293,3.054000000000019,4.899491294014051,1.6654274799317197,Iris-versicolor
+7,6.179366488759152,3.0540000000000007,4.899494156971252,1.6654274981454182,Iris-versicolor
+8,5.108947716177317,3.054000000000004,4.89949131609622,1.6654274924488381,Iris-versicolor
+9,6.179366489104688,3.0540000000000003,4.899506908662591,1.6654274977681154,Iris-versicolor
+10,6.179366488622965,3.0540000000000007,4.899491300985301,1.6654274814136154,Iris-versicolor
+11,6.1793664954663,3.0540004365129563,4.899492334811285,1.6654583557577156,Iris-versicolor
+12,6.179372048313074,3.054000000000622,4.928297670464187,1.6654490731152132,Iris-versicolor
+13,6.179366488627888,3.054000000000001,4.899491336485514,1.6654274855303017,Iris-versicolor
+14,6.179367820109999,3.0541192635911827,4.899808553603238,1.6673954895417002,Iris-versicolor
+15,5.108947716198641,3.054000000122249,4.899491299003338,1.6654293914483165,Iris-versicolor
+16,6.179366808050414,3.0742209201466713,1.5101408371773586,0.26348935353883496,Iris-setosa
+17,5.108947716174084,3.054000000000013,4.899491296018064,1.6654274884898468,Iris-versicolor
+18,6.17936648989283,3.777326085020355,1.5100230970559685,0.27215599165477133,Iris-setosa
+19,6.179441609744293,3.054114104139197,4.901038515800445,1.672645166354871,Iris-virginica
+20,6.179366492655716,3.211290879838913,1.5100232674557896,0.26598045215979105,Iris-setosa
+21,5.1089477161740025,3.0540000420440983,1.510022382074761,0.26153775884190306,Iris-setosa
+22,6.1793664886553925,3.054000000000002,4.899491523469968,1.6654275014957693,Iris-versicolor
+23,6.179366980993815,3.054000000576388,4.899736479476083,1.6655029753879653,Iris-versicolor

iris/lct_gan/0/18/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/0/18/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
+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/0/18/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/0/19/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.1813880447277585,3.054000000024768,5.532490884240079,1.6662432588415261,Iris-virginica
+1,6.179366488622776,3.0540000000000007,4.8994912994261375,1.6654274808818421,Iris-versicolor
+2,6.179381770632365,3.0549932773736406,4.900483077033361,1.672779240950233,Iris-setosa
+3,6.179366488623223,3.0540000000000007,4.899491303467279,1.6654274804234857,Iris-versicolor
+4,6.179526942320533,3.0540000001300207,4.9607146102540325,1.6658013917210488,Iris-virginica
+5,6.1793664897092,3.0540000000000007,4.899516201451533,1.6654275473176972,Iris-versicolor
+6,6.1793665977559735,3.0540000000000034,4.9012001966456165,1.6654282002149126,Iris-versicolor
+7,6.179366506053668,3.054000000000001,4.899872853970207,1.6654276834980548,Iris-versicolor
+8,5.108947716210338,3.1206366269188055,1.5100223834401119,0.2810107712710961,Iris-setosa
+9,6.179525193034253,3.065802883583446,4.904263214347704,1.7110786582943525,Iris-virginica
+10,5.10894771617346,3.054000017271491,1.5100223820664418,0.26153183559320703,Iris-setosa
+11,5.1089477161733585,3.0540000004501895,4.899491293706001,1.6654275961512404,Iris-versicolor
+12,6.199732561110475,3.0540000466904313,5.093733459184915,1.6753248450434002,Iris-virginica
+13,5.1089477161731605,3.054000000000005,4.899491293925286,1.6654274776574731,Iris-versicolor
+14,5.108947716463,3.1428862030113924,1.5100224250647434,0.26820510135450226,Iris-setosa
+15,5.1089477164529065,3.059061914791777,1.5100224163140499,0.2634128258392208,Iris-setosa
+16,6.17936648997224,3.0540000000445793,4.899491898581604,1.6654297359434387,Iris-versicolor
+17,6.179366501366305,3.581526585279115,1.5100312224628032,0.2673043699753428,Iris-setosa
+18,6.179366489697133,3.3462503550025033,1.5100225498336224,0.27422646198113443,Iris-setosa
+19,5.10894771618259,3.0546983789130118,1.510022382207321,0.2665622280795903,Iris-setosa
+20,5.1089477161837396,3.0540000001312597,4.899491295785846,1.6654290513823873,Iris-versicolor
+21,6.1793664900642655,3.0540000000000003,4.899534696397552,1.6654275126061213,Iris-versicolor
+22,5.108947716180416,3.0540000000000074,4.899491323754885,1.6654274999713472,Iris-versicolor
+23,6.179366490898613,3.647571080301242,1.510023409410106,0.2721168027817857,Iris-setosa
+24,6.1813362624900074,3.0540237221845983,4.905200255166965,1.6820208374328736,Iris-virginica
+25,6.179377701335441,3.0540000000000185,5.094618630999471,1.6654382362620312,Iris-virginica
+26,6.179799274086957,3.0540000000020675,5.48938855114923,1.6656626612961498,Iris-virginica
+27,5.108947716320604,3.441109999476047,1.5100223991791424,0.2967544454821628,Iris-setosa
+28,6.179366488625998,3.0540000000000007,4.8994913333606345,1.665427481886841,Iris-versicolor
+29,6.179366510121085,3.054000000000001,4.899992599688298,1.665427730644545,Iris-versicolor
+30,6.18098065368563,3.0540000002536782,5.12813141724779,1.6667208857212332,Iris-virginica
+31,6.180345382173707,3.054000000036915,5.22978038365269,1.666105001577599,Iris-virginica
+0,6.179366488623571,3.0540000000000007,4.899491305884399,1.6654274805587101,Iris-versicolor
+1,6.179366488656823,3.0540000000000878,4.899491330537638,1.665427572699008,Iris-versicolor
+2,6.185321397858129,3.0540158348586,4.912685753530863,1.6886488231092647,Iris-virginica
+3,6.19681910085783,3.0540020089078093,4.948620471169236,1.684821724449588,Iris-virginica
+4,6.179366492035022,3.3379894739770757,1.5100233578962594,0.2683134815878747,Iris-setosa
+5,5.108947716180212,3.054000000007019,4.899491296841214,1.6654278734894337,Iris-versicolor
+6,6.179366488645074,3.0540000000000003,4.899491950739268,1.665427481327992,Iris-versicolor
+7,6.179366488659255,3.0540000000000003,4.899492238467029,1.6654274842555397,Iris-versicolor
+8,6.188426644951162,3.0540000161092133,5.070247621599973,1.671103954921086,Iris-virginica
+9,6.179366488757501,3.0540000000000047,4.899492236267416,1.6654275418317304,Iris-versicolor
+10,6.1793665455508915,3.0540000372933687,4.8995034324022155,1.665500024370436,Iris-versicolor
+11,6.18505854691353,3.0540000057653307,5.07453162805925,1.669213137709486,Iris-virginica
+12,6.179404812590946,3.054000062985062,4.902002527822091,1.6667583185325954,Iris-virginica
+13,6.180544280845078,3.0540043797666487,4.9060745245319595,1.6744696183750503,Iris-virginica
+14,6.179366492764482,3.506941213420013,1.5100242062928364,0.26887284301060893,Iris-setosa
+15,6.17936648862377,3.054000000000001,4.899491303125606,1.6654274838054992,Iris-versicolor
+16,5.108947716173426,3.0540000000000016,4.8994912955491285,1.665427481529252,Iris-versicolor
+17,5.108947716173335,3.0540000000000007,4.89949129582153,1.6654274818849097,Iris-versicolor
+18,6.1793841804803185,3.054000000000046,5.148071827481004,1.665444326694518,Iris-virginica
+19,6.1793664952751755,3.0540000000000207,4.899539098158968,1.6654279416693265,Iris-versicolor
+20,6.179366494217361,3.668627847190125,1.5100259344949867,0.2688413560056868,Iris-setosa
+21,5.108947716457971,3.2764345456502375,1.510022426590286,0.276052473790509,Iris-setosa
+22,6.182099257281968,3.0540216904369557,4.9068137766639985,1.6841088334108316,Iris-virginica
+23,6.179637448406525,3.0540000000003773,5.700992428488999,1.6655500907492606,Iris-virginica
+24,6.179371663969583,3.0542506283590076,4.90008525570655,1.6691529136443226,Iris-versicolor
+25,5.108947716173388,3.054000000000001,4.899491295673578,1.6654274817308348,Iris-versicolor
+26,5.108947716212729,3.100284337992108,1.510022383427486,0.27960221803511387,Iris-setosa
+27,6.179366488994344,3.6040461821714715,1.5100224383926961,0.288313389249774,Iris-setosa
+28,6.193269674354862,3.054001483702377,4.94820151694184,1.6820185176874791,Iris-virginica
+29,6.1793664901067515,3.5891830668820828,1.5100228215002434,0.2750946329177781,Iris-setosa
+30,5.108947716173592,3.0540000000000043,4.899491295278989,1.665427482017701,Iris-versicolor
+31,6.179366488699397,3.0540000000000003,4.899493888150081,1.665427484052013,Iris-versicolor
+0,6.179366881400136,3.054001254927013,4.899562090817339,1.6658186297886344,Iris-versicolor
+1,6.186811700616313,3.054000000329719,5.48095588728581,1.667864439042225,Iris-virginica
+2,6.179391245649362,3.0591015278721585,4.900921285936422,1.6839069764096952,Iris-setosa
+3,6.187711354425465,3.0540000000516985,5.996062873882352,1.6673172884693086,Iris-virginica
+4,6.179366507759123,3.520709382807172,1.5100355704820323,0.2664976272984084,Iris-setosa
+5,5.108947716177009,3.0540000004409116,4.899491294185871,1.66542872018281,Iris-versicolor
+6,6.180143836576918,3.054031870371289,4.903419814607149,1.6777836438397633,Iris-virginica
+7,6.179368254856127,3.0540374887329556,4.899821998801466,1.6670795419930458,Iris-versicolor
+8,6.179366489118303,3.4941567128508266,1.5100224486688134,0.28387599761682564,Iris-setosa
+9,6.179367043406485,3.054000000002231,4.900798331358137,1.665441439489869,Iris-versicolor
+10,6.179366563320683,3.0767499156641334,1.510062857536036,0.262560676192019,Iris-setosa
+11,6.179366489737233,3.6414421857827257,1.5100227348696231,0.27619888395763553,Iris-setosa
+12,6.179366489656407,3.054000000000011,4.899499479801656,1.6654276437678046,Iris-versicolor
+13,5.10894771618422,3.303938814987078,1.5100223822651364,0.3584653937683036,Iris-setosa
+14,6.179366488637848,3.054000000000001,4.899491429483329,1.6654274895844376,Iris-versicolor
+15,6.179366488848292,3.6470992345536875,1.5100224119008074,0.29457595634419786,Iris-setosa
+16,6.180043761044196,3.0540007848432156,4.906824539584092,1.670767078786906,Iris-virginica
+17,6.180061390161816,3.0540000000052796,5.4476523155074865,1.6658028630750303,Iris-virginica
+18,6.17937440445377,3.054000000000274,4.959684571676806,1.6654473874473879,Iris-virginica
+19,5.108947716393331,3.054036354069203,1.5100224032219092,0.26177830780583294,Iris-setosa
+20,5.108947716261662,3.127627513142617,1.5100223865009623,0.2788008683086502,Iris-setosa
+21,6.179415425118705,3.0540000000005376,5.107491436750398,1.6654865162912298,Iris-virginica
+22,6.17936649099678,3.05400112329051,4.8994916548966145,1.6654980359944824,Iris-versicolor
+23,6.180169100670859,3.0540000000028136,5.655940678790715,1.6657527025317431,Iris-virginica
+24,6.179437202181659,3.07960997821629,4.902746823729416,1.708278242730816,Iris-setosa
+25,6.179366885192576,3.2848651242291584,1.5101628738688828,0.26694492631679656,Iris-setosa
+26,6.179366488630299,3.0540000000000003,4.899491413572211,1.6654274808968346,Iris-versicolor
+27,6.1793664886232555,3.0540000000000003,4.899491308136047,1.6654274787148622,Iris-versicolor
+28,6.1793664929944585,3.51561551972376,1.5100245885257444,0.2681397019357507,Iris-setosa
+29,6.179366488623745,3.0540000000000007,4.899491308289861,1.6654274802250746,Iris-versicolor
+30,6.17936723229676,3.054000000000027,4.906630738234761,1.6654308324672438,Iris-versicolor
+31,6.179366494492958,3.6162495175612532,1.5100258291541928,0.2684038265761948,Iris-setosa
+0,5.108947716614071,3.087921012815298,1.51002244148961,0.2660394830133128,Iris-setosa
+1,5.108947716222901,3.0637757828120584,1.510022383779194,0.2701124703992386,Iris-setosa
+2,6.179366668209909,3.0672926707503656,1.510093153464303,0.26291599971705343,Iris-setosa
+3,5.108947716173964,3.191569219013158,1.5100223820586194,0.4054781221324511,Iris-setosa
+4,5.108947716205768,3.0616150634092945,1.5100223830836121,0.26934705600308523,Iris-setosa
+5,6.179366488622937,3.0540000000000003,4.8994913025704765,1.6654274791363333,Iris-versicolor
+6,6.179366492532218,3.4698853261561062,1.5100238193419075,0.26955115625350784,Iris-setosa
+7,5.108947716178071,3.0540000000008676,4.899491296278601,1.665427576448225,Iris-versicolor
+8,5.108947716173919,3.0547372310586516,1.5100223820590775,0.27061619975189977,Iris-setosa
+9,6.179366494850937,3.0540000000000007,4.89963360873807,1.66542761174253,Iris-versicolor
+10,6.179366489627418,3.6149466483664003,1.51002264459829,0.2783332109395721,Iris-setosa
+11,6.179366488624429,3.054000000000001,4.8994913064098515,1.6654274843004457,Iris-versicolor
+12,6.179366490586634,3.0540000000023295,4.899493779062532,1.6654283091995588,Iris-versicolor
+13,5.108947716325552,3.054001070840941,1.5100223953221186,0.26157437925875415,Iris-setosa
+14,6.179366694096449,3.054000000000008,4.90212227165927,1.6654288069775312,Iris-versicolor
+15,6.179366577486015,3.0540000000002094,4.899818817153426,1.6654301998839944,Iris-versicolor
+16,6.179368698510515,3.054551981458017,4.89991638469687,1.669527306195316,Iris-setosa
+17,5.1089477162121755,3.2220792189163014,1.510022383425006,0.30248300742997863,Iris-setosa
+18,6.179366489400932,3.202295982194732,1.5100224655206973,0.26951997690513435,Iris-setosa
+19,5.108947716180363,3.0540000000164174,4.899491295437662,1.6654278528631778,Iris-versicolor
+20,5.1089477165437,3.0928436521490954,1.5100224263547664,0.2674810943934847,Iris-setosa
+21,5.1089477161807,3.0540000000000647,4.899491304643615,1.6654275291822527,Iris-versicolor
+22,6.179366489429781,3.0540000000000016,4.899506380915648,1.6654275766375726,Iris-versicolor
+23,6.179366488628174,3.0540000000000003,4.899491460136411,1.6654274786673549,Iris-versicolor

iris/lct_gan/0/19/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/0/19/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
+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/0/19/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/0/2/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366540428279,3.054000086408536,4.899499986095973,1.665515573614282,Iris-versicolor
+1,6.179366495046321,3.054000023855328,4.899492222076893,1.6654436296818622,Iris-versicolor
+2,5.108947716456857,3.2870556342396426,1.5100224243493419,0.2778815322958017,Iris-setosa
+3,6.179405085991139,3.054352833390612,4.900822765430166,1.6742505207064027,Iris-virginica
+4,6.179366488638508,3.0540000000000003,4.899491721051074,1.66542748116,Iris-versicolor
+5,6.179366488639962,3.0540000000000105,4.899491335629495,1.6654275114859634,Iris-versicolor
+6,6.1793665119169106,3.0666555474613957,1.5100358226750021,0.2620328608132746,Iris-setosa
+7,6.1793664964555886,3.665291955969314,1.5100277505215405,0.26836669048925793,Iris-setosa
+8,6.1890123934323436,3.0540000003827683,5.537675170780277,1.6683149213220962,Iris-virginica
+9,6.179366491997455,3.623916302597949,1.5100239911626863,0.2706712695273585,Iris-setosa
+10,6.179366525036853,3.062414918164611,1.510039002068563,0.2621440913034855,Iris-setosa
+11,6.1793664887557345,3.0540000000000056,4.8994923162865165,1.6654275561808378,Iris-versicolor
+12,6.179366488629324,3.0540000000000007,4.8994913897055525,1.6654274818762511,Iris-versicolor
+13,6.179366488622897,3.0540000000000003,4.899491303365315,1.665427478830723,Iris-versicolor
+14,5.108947716371852,3.0540000000685743,4.899491352036133,1.665430680337543,Iris-versicolor
+15,6.1793664886251385,3.0540000000000003,4.899491337064297,1.6654274798768207,Iris-versicolor
+16,6.179383575731054,3.054007899315437,4.900191288037683,1.6679318425725649,Iris-versicolor
+17,6.179366488654989,3.0540000000000034,4.899491474636021,1.6654275036043849,Iris-versicolor
+18,5.1089477162735815,3.2875048639501654,1.510022390493023,0.2884501231704038,Iris-setosa
+19,6.17936658061042,3.202256043509746,1.5100947687770263,0.26337536268051626,Iris-setosa
+20,6.179366489440747,3.1983651835897824,1.5100224709332872,0.26972741358628294,Iris-setosa
+21,5.108947716447743,3.054005145585758,1.5100224036097307,0.2616222435843652,Iris-setosa
+22,5.1089477161744545,3.0540000000000096,4.899491296901769,1.6654274879626805,Iris-versicolor
+23,6.179366489129475,3.60495700571299,1.510022477019098,0.28328334208031597,Iris-setosa
+24,6.180250491383379,3.054000000512692,5.0132301499542855,1.6665958299109718,Iris-virginica
+25,6.182579977909924,3.0540033206472863,4.915081018768249,1.6760015916104043,Iris-virginica
+26,5.108947716173359,3.054000000000001,4.899491295487796,1.6654274805815696,Iris-versicolor
+27,6.17936648864279,3.054000000000002,4.899491409482967,1.6654274972835728,Iris-versicolor
+28,6.208788033097051,3.054002355328264,4.968966568996116,1.6864781238034154,Iris-virginica
+29,6.180386836321644,3.0540000000033536,5.716954261876263,1.6658193636813625,Iris-virginica
+30,6.1793664921788665,3.7320808740782585,1.5100249716604475,0.26845573540463846,Iris-setosa
+31,5.108947716173494,3.0540000000000025,4.899491295306836,1.6654274810696785,Iris-versicolor
+0,6.179370661346526,3.097580894072257,1.5104019066598675,0.26954044129279003,Iris-setosa
+1,6.179366488632939,3.0540000000000007,4.899491427983213,1.665427482921075,Iris-versicolor
+2,6.17936894345762,3.085026652708121,1.5103199315716056,0.26585588150054895,Iris-setosa
+3,6.179366488623306,3.0540000000000003,4.899491307381472,1.6654274790065104,Iris-versicolor
+4,6.179366490021164,3.5901997066879834,1.5100227797218784,0.276027033879593,Iris-setosa
+5,5.108947716174214,3.054000031913433,1.510022382079457,0.2615353031189576,Iris-setosa
+6,6.179366490117101,3.7433674099349603,1.51002320201713,0.2715204852362607,Iris-setosa
+7,5.108947716236036,3.056837753203269,1.5100223853470185,0.264563059211896,Iris-setosa
+8,6.179366528235158,3.3446193987191797,1.5100489679529923,0.26525470156275177,Iris-setosa
+9,6.179380960502749,3.0540000000000727,5.080414671918831,1.6654460280303998,Iris-virginica
+10,6.179366605016966,3.0594691169571155,1.510068051418294,0.2624450876851913,Iris-setosa
+11,5.108947716175447,3.0540000178063607,4.899491293785945,0.2615363768402247,Iris-versicolor
+12,5.108947716238495,3.6034257609095652,1.5100223898992866,0.31434238479550164,Iris-setosa
+13,6.179366697024308,3.054000000000021,4.901479313033752,1.6654294849948588,Iris-versicolor
+14,6.182094224698787,3.0540001923738145,4.929025784470841,1.6722588573761912,Iris-virginica
+15,6.179366913096142,3.0540000000006637,4.900731216804925,1.6654347383910917,Iris-versicolor
+16,6.1795926433353685,3.0559499383159547,4.903021603760574,1.6994076048582014,Iris-virginica
+17,6.179366488640165,3.0540000000000003,4.899491751964748,1.6654274824506439,Iris-versicolor
+18,6.1797754313221605,3.0540112896578213,4.902365844576647,1.6723601427292945,Iris-virginica
+19,6.17936648866764,3.0540000000000003,4.899492877878138,1.6654274820929784,Iris-versicolor
+20,6.17936648863693,3.0540000000000003,4.899491666644275,1.665427480178242,Iris-versicolor
+21,6.179366489085651,3.601032994495008,1.5100224587060103,0.28546111136169633,Iris-setosa
+22,6.179411346629782,3.0540000003799412,4.915423407666049,1.6656988378846302,Iris-virginica
+23,6.179366488633678,3.054000000000001,4.899491369415091,1.6654274891457228,Iris-versicolor
+24,6.1796915253856035,3.054000000937601,4.944668624573525,1.666203151318455,Iris-virginica
+25,6.179383046450003,3.054000000681358,4.905253753187972,1.6655948319005431,Iris-virginica
+26,6.179391185305293,3.056455136399229,4.9008725095417836,1.6769358356258306,Iris-setosa
+27,6.179366488828258,3.054000000000001,4.899494306458712,1.6654275082279912,Iris-versicolor
+28,6.179963519761195,3.0540000108090486,4.929767312066632,1.6672204543927711,Iris-virginica
+29,6.18158681903991,3.0540000798135205,4.9367362938383055,1.6703252329501335,Iris-virginica
+30,6.179366496935604,3.054000000000001,4.899658309154558,1.6654276592964283,Iris-versicolor
+31,5.108947716173441,3.0540000000000007,4.899491297088724,1.6654274811437149,Iris-versicolor
+0,6.179366488625318,3.0540000000000003,4.899491358348255,1.6654274781177358,Iris-versicolor
+1,6.179366492949837,3.3040944998707014,1.5100236200274795,0.2675622429152413,Iris-setosa
+2,6.17936649345793,3.054000000000007,4.899546989830347,1.6654278896749712,Iris-versicolor
+3,6.179366488647863,3.0540000000000056,4.899491385049181,1.6654275114169688,Iris-versicolor
+4,5.108947716175418,3.0540000000000034,4.899491305880834,1.6654274888936365,Iris-versicolor
+5,6.179371146802349,3.2756856663283322,1.5104672132325774,0.27142484512030457,Iris-setosa
+6,6.179366498651806,3.0540000000001135,4.899538921328818,1.6654283860038526,Iris-versicolor
+7,6.179366492613227,3.573786079174099,1.5100242633279777,0.2695546181364187,Iris-setosa
+8,5.108947716182181,3.067397393884826,1.510022382220066,0.279091782964476,Iris-setosa
+9,6.179366488623261,3.0540000000000003,4.89949130573257,1.6654274792917831,Iris-versicolor
+10,5.108947716174746,3.054000000000001,4.899491307071719,1.6654274836263674,Iris-versicolor
+11,6.1793668477317825,3.0540000000000207,4.903358453690273,1.665430230559373,Iris-versicolor
+12,5.108947716179297,3.054000000005751,4.899491296439786,1.6654278440574881,Iris-versicolor
+13,5.10894771617394,3.054000000000004,4.899491296939522,1.6654274849171777,Iris-versicolor
+14,6.179366526178311,3.5698893205383264,1.5100487169258747,0.2670265609657695,Iris-setosa
+15,6.179366531115274,3.054000003236421,4.899502155924077,1.6654547577760985,Iris-versicolor
+16,5.108947716262706,3.054373090806648,1.510022386809618,0.2628144472001736,Iris-setosa
+17,6.179366488624975,3.054000000000001,4.899491309774566,1.66542748427841,Iris-versicolor
+18,6.183485323135963,3.05400000000723,6.270634903734426,1.6663541427631419,Iris-virginica
+19,6.179368741946133,3.0849649641185,1.5103074840525974,0.2661394161329046,Iris-setosa
+20,6.179366748630179,3.0625166726222286,1.5101250641643762,0.2629243228721277,Iris-setosa
+21,6.179366571686847,3.0777038091685447,1.5100670585250506,0.2629688602646019,Iris-setosa
+22,6.179366489930046,3.4718200019071346,1.5100226472425622,0.27581229707606814,Iris-setosa
+23,6.179366723849385,3.0777036948648266,1.5101252855050702,0.26319875624716726,Iris-setosa
+24,6.182104515576697,3.0541015705126493,4.906464054066125,1.6901014013456022,Iris-virginica
+25,6.179366488878176,3.0540000000000007,4.899497785796944,1.665427503472737,Iris-versicolor
+26,6.179459175119098,3.0543875489943755,4.90143988149817,1.6806718337076738,Iris-virginica
+27,6.179367016190735,3.054000000000034,4.90430037882257,1.6654311677174558,Iris-versicolor
+28,6.181540507039159,3.0540002675914133,4.923128803298074,1.6714030503636612,Iris-virginica
+29,6.179366493002146,3.5881039882677928,1.5100244166541545,0.2699232168175031,Iris-setosa
+30,6.179366498159511,3.0540000000000003,4.899754704706658,1.6654275645004604,Iris-versicolor
+31,6.179366580411498,3.0540000000000007,4.902067811197609,1.6654277358607255,Iris-versicolor
+0,6.184064313168526,3.0540002716006667,4.942446499380806,1.672670192525121,Iris-virginica
+1,6.17978215761342,3.0540000382634127,4.914217938728528,1.667392580072002,Iris-virginica
+2,6.179366913776767,3.0540000000000256,4.903844714665884,1.665430328496675,Iris-versicolor
+3,6.179496681602573,3.0540000000003706,5.394676880429219,1.6655153856230918,Iris-virginica
+4,5.1089477161890136,3.0540000000023633,4.899491300691095,1.665427726448715,Iris-versicolor
+5,6.179381689830464,3.0603535033366094,4.900646859809838,1.682403890692938,Iris-setosa
+6,6.179366491486734,3.5426850099158806,1.5100235302091445,0.27056109114600296,Iris-setosa
+7,6.179366488623089,3.0540000000000007,4.899491303073526,1.66542748015494,Iris-versicolor
+8,5.108947716174189,3.0540000000002037,4.899491294489721,1.6654275028942767,Iris-versicolor
+9,6.179366509555711,3.242269982200381,1.5100334533943345,0.2643054933684917,Iris-setosa
+10,6.179366490077275,3.2709735197059433,1.5100225895691828,0.27244225188519094,Iris-setosa
+11,5.108947716208989,3.2365654732378117,1.5100223833246202,0.3045723030514631,Iris-setosa
+12,5.108947716173146,3.054000000000017,4.899491293813671,1.6654274771020736,Iris-versicolor
+13,6.179405709660903,3.054018919631445,4.900621299535679,1.6699569619494865,Iris-virginica
+14,5.108947716187084,3.1735606070789517,1.51002238229674,0.3154769564336577,Iris-setosa
+15,6.1793664893265525,3.563260091277999,1.510022519459675,0.28100664030986594,Iris-setosa
+16,6.179366489052118,3.054000000000308,4.8994919614662,1.6654279233454865,Iris-versicolor
+17,6.17936648862282,3.0540000000000007,4.899491298986846,1.6654274810937935,Iris-versicolor
+18,6.179366488622806,3.0540000000000007,4.899491298901313,1.6654274807230098,Iris-versicolor
+19,6.179366489099102,3.7065366011808325,1.5100225018559659,0.2819887502064542,Iris-setosa
+20,6.179366488623291,3.0540000000000007,4.8994913030543605,1.665427481175465,Iris-versicolor
+21,6.179366488665989,3.0540000000000007,4.899492054356648,1.6654274876064152,Iris-versicolor
+22,6.17936939702961,3.054000000000222,4.9184512533897005,1.6654396321090432,Iris-versicolor
+23,6.1793670803991585,3.0549044859235814,1.5101539705791789,0.2625483542485522,Iris-setosa

iris/lct_gan/0/2/test.csv

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