a

iris/lct_gan/4/0/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.10894771617303,3.068094796285881,1.5100227520883989,0.26153080856390726,Iris-setosa
+1,5.108947718169438,3.0555599867550294,1.5100583892347799,0.2615308673242908,Iris-setosa
+2,6.180383462064731,3.0540012519851705,4.908934364270003,1.6654325687663103,Iris-virginica
+3,5.108947716409745,3.0545723582590543,1.5100316817837915,0.26153081901270125,Iris-setosa
+4,6.209874429659963,3.0540033268121944,4.928431215407216,1.6655624882906328,Iris-virginica
+5,6.183254521488149,3.054000455895961,4.918686697836214,1.665434273788208,Iris-virginica
+6,5.1089478070396535,3.0540005730187434,4.8996000363897405,1.665427478554795,Iris-versicolor
+7,5.108947716173027,3.0591338758243283,1.51002262502653,0.26153080843242954,Iris-setosa
+8,6.17938893246276,3.054000023277178,4.901192850438699,1.6654275012540334,Iris-versicolor
+9,5.1089477161730255,3.0650923708679283,1.5100224516147447,0.261530808419208,Iris-setosa
+10,6.185791378450911,3.0540012119262405,4.915814767107682,1.665448791144359,Iris-virginica
+11,5.10894771617842,3.1007280843439937,1.5100288695008666,0.2615308396102066,Iris-setosa
+12,5.108947716173155,3.054176749343274,4.899492665593486,0.2615308084171994,Iris-setosa
+13,5.10894775900975,3.057851161514271,1.51014146713767,0.2615317774776275,Iris-setosa
+14,6.1801110887072515,3.0540002552281886,4.9081661525429565,1.6654289997266885,Iris-virginica
+15,5.1089477161730255,3.083828672468615,1.510022497456914,0.26153080848977905,Iris-setosa
+16,5.1089477161730255,3.072631654132068,1.5100225036492914,0.261530808456005,Iris-setosa
+17,5.108947716173028,3.054356000765753,1.5100225594610555,0.26153080840579934,Iris-setosa
+18,6.18196297055811,3.054007171118183,4.911901930137021,1.6654567061081,Iris-virginica
+19,6.211647669773224,3.0540037078274698,4.928085554406612,1.6655820618306139,Iris-virginica
+20,6.179438213063286,3.054001583946489,4.901845491901165,1.6654282625824604,Iris-versicolor
+21,5.108947716173026,3.056182442542619,1.5100225267286354,0.261530808409928,Iris-setosa
+22,5.108947716175917,3.0667965290231076,1.5100267532089409,0.2615308143945805,Iris-setosa
+23,5.108947716173026,3.056196642565942,1.510022549206599,0.2615308084126773,Iris-setosa
+24,5.1089477161730255,3.0745929690890166,1.5100224684136296,0.26153080844702326,Iris-setosa
+25,5.108947716173026,3.0700163126201456,1.5100225517815689,0.26153080846565835,Iris-setosa
+26,5.1089477161730255,3.063943424508541,1.5100224425370241,0.2615308084160414,Iris-setosa
+27,6.17950637893101,3.054004528920863,4.902964288416575,1.665430031862607,Iris-versicolor
+28,6.18904829324612,3.0540005571623334,4.924014985040204,1.665443656788317,Iris-virginica
+29,6.179445138916452,3.054000328703567,4.901619636099438,1.6654278530760798,Iris-versicolor
+30,6.181411553064731,3.054000237989391,4.914165707025377,1.665430449022623,Iris-virginica
+31,6.213245346390369,3.054008716508254,4.927620102863587,1.665718985192509,Iris-virginica
+0,5.1089477161730255,3.0648348301022614,1.510022437323571,0.26153080841711157,Iris-setosa
+1,5.108947716173051,3.0823724302230806,1.5100231334440921,0.26153080930446787,Iris-setosa
+2,6.19466692051227,3.0540033301577916,4.923107222740447,1.665502589235288,Iris-virginica
+3,5.108947716173033,3.0549095967889404,1.510022692166708,0.2615308084148692,Iris-setosa
+4,6.1795830676101176,3.054000034374022,4.904957692763419,1.6654276589276027,Iris-virginica
+5,6.179374915084615,3.0540634715666295,4.90031424031979,1.6654299525788152,Iris-versicolor
+6,6.196080193409606,3.0540001087904542,4.930956196930312,1.6654368647184294,Iris-virginica
+7,6.18366764891518,3.054001062706191,4.916665657665528,1.6654402374066146,Iris-virginica
+8,6.189450133004245,3.0540021268397237,4.919159340813973,1.6654680148477807,Iris-virginica
+9,6.179370156276428,3.0549988702062607,4.9003201516596,1.665437797940381,Iris-setosa
+10,5.108947716173675,3.0544170001120046,1.5100237718145235,0.2615308085024176,Iris-setosa
+11,6.213922418286515,3.0540048875380874,4.932013525439002,1.6656080878634336,Iris-virginica
+12,5.1089477161730255,3.0687953492837807,1.5100224566861544,0.2615308084295891,Iris-setosa
+13,6.182726281520532,3.054000305994126,4.915708391717754,1.6654327873755275,Iris-virginica
+14,5.108947716185229,3.054172991218647,4.8994984088703974,1.6654274758310141,Iris-setosa
+15,6.179369069753314,3.054000219612925,4.899789186659116,1.6654274968863578,Iris-versicolor
+16,5.1089477161730255,3.0640257400895106,1.5100224584666273,0.26153080841833987,Iris-setosa
+17,5.10894771617406,3.082028517704369,1.5100254480245237,0.2615308156729794,Iris-setosa
+18,6.181173499888786,3.0540022016495136,4.908047034243348,1.6654404394082494,Iris-virginica
+19,5.108947716177915,3.055348560596798,1.5100257116185605,0.26153080957669866,Iris-setosa
+20,6.228165521775208,3.054003651004589,4.932003942070541,1.6656663525787736,Iris-virginica
+21,5.1089477161730255,3.0570412836510705,1.5100224516371683,0.26153080840668314,Iris-setosa
+22,5.108947719413325,3.054000801062848,4.899508715553317,1.6654274758747027,Iris-versicolor
+23,5.1089477161730255,3.066691012202268,1.510022470483665,0.2615308084281706,Iris-setosa
+24,5.1089477161730255,3.077019461540005,1.5100224918777692,0.26153080847442195,Iris-setosa
+25,5.1089477161730255,3.0766990682186877,1.5100224819862664,0.2615308084595249,Iris-setosa
+26,6.1794354723074445,3.054000033541197,4.9023640703637135,1.665427555063253,Iris-versicolor
+27,6.179589581610516,3.0540175338419338,4.90480011670321,1.6654348322608326,Iris-versicolor
+28,6.179380354733588,3.054053013581396,4.90036671258425,1.665431475592777,Iris-versicolor
+29,6.180015593245274,3.0540001733876627,4.907456952009656,1.6654286163396184,Iris-virginica
+30,5.108947716173798,3.054368199140804,1.5100237170537743,0.26153080852026045,Iris-setosa
+31,5.1089477161730255,3.0770660153514267,1.5100225055231344,0.2615308084703243,Iris-setosa
+0,5.1089477161730255,3.072750354518344,1.510022462913233,0.2615308084425728,Iris-setosa
+1,5.108947716173061,3.075092175282853,1.5100232412958292,0.2615308091454248,Iris-setosa
+2,6.199358866449397,3.0540006202662666,4.926303557526518,1.6654603176756027,Iris-virginica
+3,5.108947716173026,3.09813164802305,1.5100225954606576,0.26153080869506495,Iris-setosa
+4,5.108947716173084,3.055886629752867,1.5100231186339874,0.261530808508919,Iris-setosa
+5,5.108947716173026,3.061762308331775,1.510022551211458,0.2615308084304525,Iris-setosa
+6,5.108947716177353,3.0664517044895203,1.5100273921812024,0.26153081661376487,Iris-setosa
+7,5.1089477161730255,3.0718743018458334,1.5100224894536947,0.26153080844885596,Iris-setosa
+8,5.108947716833637,3.097426716065816,1.5100590729347196,0.26153141565956184,Iris-setosa
+9,6.191781535638818,3.0540097530680237,4.921577829695487,1.665542043163824,Iris-virginica
+10,5.108947716173026,3.077803330678884,1.5100225523383268,0.2615308085169155,Iris-setosa
+11,6.179885822526203,3.054000175815046,4.907840410253213,1.6654283666787544,Iris-virginica
+12,5.108947716531659,3.054008959641054,4.8995068966351365,1.6654274755976561,Iris-versicolor
+13,5.108947716184044,3.07227049141142,1.5100295095441598,0.261530830235296,Iris-setosa
+14,5.1089477161730255,3.067075705389691,1.5100224423210025,0.26153080842190074,Iris-setosa
+15,5.1089477161730255,3.06995295616219,1.510022449782392,0.26153080843049936,Iris-setosa
+16,5.1089477161730255,3.065476472412868,1.5100224403995428,0.2615308084189888,Iris-setosa
+17,5.108947716173036,3.0571859436593667,1.5100228139835168,0.2615308084597177,Iris-setosa
+18,6.1795786746228725,3.054057756883831,4.903709840870784,1.665447681563973,Iris-versicolor
+19,6.1803721340466184,3.0540002717460193,4.909847247340297,1.6654294316965828,Iris-virginica
+20,5.108947716173077,3.0554684862263604,1.510023087557613,0.2615308084662007,Iris-setosa
+21,6.179467368753285,3.0541005645128996,4.901930297090697,1.6654496714438052,Iris-versicolor
+22,5.108947716173031,3.0554639169956084,1.5100226843065572,0.26153080841781945,Iris-setosa
+23,5.108947716173059,3.0629752615533725,1.5100231610167583,0.2615308086914142,Iris-setosa
+24,6.1843797610039815,3.054017111268459,4.916146104646321,1.6655062941547767,Iris-virginica
+25,6.179366860073298,3.0540002749466573,4.89959743988852,1.665427480511556,Iris-versicolor
+26,6.179372543468462,3.0542939346770357,4.9002680359867306,1.6654337901339393,Iris-versicolor
+27,5.1089477161730255,3.0601307153284454,1.510022487553146,0.26153080841549475,Iris-setosa
+28,6.183526919246877,3.054060121529418,4.913591708591804,1.6656119255193205,Iris-virginica
+29,5.108947716214578,3.0540785553747782,4.899501044362373,1.6654274759186896,Iris-setosa
+30,5.1089477161730255,3.0690731250273418,1.5100224580268757,0.2615308084298292,Iris-setosa
+31,6.225744145463295,3.054002748315487,4.935273052612774,1.665599209856658,Iris-virginica
+0,5.1089477161730255,3.0669688748810513,1.5100224652267025,0.2615308084272773,Iris-setosa
+1,5.1089477161730255,3.084354978303066,1.5100225196204222,0.2615308085245199,Iris-setosa
+2,6.180395951495119,3.054000108939111,4.9095195406945225,1.6654286512432612,Iris-virginica
+3,5.1089477161730255,3.072750240214626,1.5100224592382692,0.2615308084379954,Iris-setosa
+4,6.2269707753034,3.0540026104341904,4.933481447350532,1.6656052411997815,Iris-virginica
+5,5.108947716205356,3.074727432118985,1.5100329205734422,0.2615308572982837,Iris-setosa
+6,5.108947716173026,3.0622097985329004,1.5100225330108947,0.2615308084276168,Iris-setosa
+7,6.179402873089311,3.0540008466155615,4.9003590450100925,1.6654280094645377,Iris-versicolor
+8,5.1089477161730255,3.0582895814738933,1.510022434798262,0.26153080840725035,Iris-setosa
+9,6.208728413178323,3.054011536888506,4.926352240412964,1.6657269676268684,Iris-virginica
+10,5.10894771617305,3.1150515991496,1.5100232058868173,0.2615308103352362,Iris-setosa
+11,6.232043446249849,3.0540018585689577,4.934306179846207,1.6655881132849266,Iris-virginica
+12,6.216679131891429,3.0540007583695843,4.933558511390495,1.6654909890426715,Iris-virginica
+13,6.179385550967174,3.0540001590806476,4.900501245763297,1.6654275593669092,Iris-versicolor
+14,5.108947716175455,3.0540358237920184,4.899493936396541,1.6654274752154863,Iris-setosa
+15,6.179369587724958,3.054049639439533,4.899921350206677,1.6654288940548267,Iris-versicolor
+16,5.108947716473389,3.0540150209587122,4.899505264073803,1.665427476003978,Iris-versicolor
+17,5.108947716173033,3.0594950176161264,1.5100227805833397,0.26153080848245347,Iris-setosa
+18,5.1089477161730255,3.065805751640819,1.5100225118633188,0.26153080843580473,Iris-setosa
+19,6.1866493347096725,3.0540209365251383,4.921882683994036,1.6655394921907314,Iris-virginica
+20,5.1089477161730255,3.061393990359377,1.5100224393552482,0.2615308084116173,Iris-setosa
+21,5.108947716173026,3.0791200547722775,1.5100225337865125,0.26153080849749,Iris-setosa
+22,6.179428795058336,3.0540001855716583,4.902053723411466,1.6654276807867745,Iris-versicolor
+23,6.199694488191236,3.0540017140597464,4.926004750286568,1.6654892970837272,Iris-virginica

iris/lct_gan/4/0/test.csv

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

iris/lct_gan/4/0/train.csv

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

iris/lct_gan/4/0/val.csv

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

iris/lct_gan/4/1/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947716173027,3.0648883757594145,1.5100226521669529,0.26153080846935994,Iris-setosa
+1,5.108947716225033,3.084412081864678,1.5100368237604183,0.26153088879901903,Iris-setosa
+2,6.228171221906827,3.0540018153906274,4.934789153476299,1.6655686417028126,Iris-virginica
+3,6.179367717261273,3.0540983378920705,4.89976397469565,1.665428753335645,Iris-versicolor
+4,5.108947716173036,3.055756881550024,1.510022797272651,0.26153080843158955,Iris-setosa
+5,5.108947716173043,3.0927437410401684,1.5100230226056088,0.26153080946690294,Iris-setosa
+6,6.180022042451644,3.0540106938427742,4.904739170857186,1.6654469521717288,Iris-versicolor
+7,5.108947716173042,3.0869167049316397,1.5100230426432446,0.26153080923164224,Iris-setosa
+8,6.219927710523018,3.054001494248555,4.935196798390897,1.6655305275197687,Iris-virginica
+9,6.186769356781431,3.0540001148964175,4.923574120387196,1.6654325168235562,Iris-virginica
+10,5.108947716173028,3.084083067467172,1.510022695817423,0.26153080868436007,Iris-setosa
+11,6.179370184566626,3.05414825553186,4.899956490869151,1.6654311792438723,Iris-versicolor
+12,6.180697070220355,3.0540062408216144,4.907649397929875,1.6654461548628003,Iris-virginica
+13,6.199362108329537,3.054010751311427,4.924452444705199,1.6656200114026811,Iris-virginica
+14,6.213485948276706,3.0540069655636115,4.928602887461183,1.6656697979900008,Iris-virginica
+15,6.232517639195277,3.054000963003891,4.936268591063538,1.6655325422836929,Iris-virginica
+16,5.108947716173092,3.0547911746658083,1.510023017579471,0.2615308084535603,Iris-setosa
+17,5.1089477161730255,3.0687845403378358,1.5100224532177353,0.26153080842669346,Iris-setosa
+18,5.108947716173026,3.0553056258664726,1.510022537365187,0.2615308084082832,Iris-setosa
+19,6.179377384429674,3.054020469858325,4.90030486434019,1.6654287351089838,Iris-versicolor
+20,5.1089477161730255,3.0710543465402345,1.510022454704263,0.26153080843340115,Iris-setosa
+21,5.108947716173036,3.056943499034022,1.5100227904105912,0.2615308084621407,Iris-setosa
+22,6.196910803537911,3.0540003292538542,4.928821910422815,1.6654467014461818,Iris-virginica
+23,6.194970541759821,3.0540241538421244,4.921327400487683,1.665710488584625,Iris-virginica
+24,5.1089477161730255,3.0657108610409667,1.5100224384773269,0.2615308084193361,Iris-setosa
+25,5.1089477161730255,3.0738532211852525,1.5100224710922778,0.26153080844670856,Iris-setosa
+26,5.1089477161730255,3.0677614238578905,1.5100224441345136,0.2615308084241878,Iris-setosa
+27,5.1089477161730255,3.072010983333876,1.5100224734204504,0.2615308084416827,Iris-setosa
+28,6.181765429903358,3.054008123062481,4.912980181812402,1.665456449547058,Iris-virginica
+29,5.108947716173026,3.091717779846567,1.510022584639016,0.26153080862443634,Iris-setosa
+30,6.179370003786327,3.054000251354634,4.899946926163244,1.665427500828015,Iris-versicolor
+31,6.1794872362388125,3.0542296643930538,4.90269527013166,1.6654643381100838,Iris-versicolor
+0,6.206619381211664,3.054003248718122,4.929172352164162,1.6655437704575415,Iris-virginica
+1,5.108947716173026,3.065386794706517,1.510022548586715,0.26153080844384263,Iris-setosa
+2,5.1089477161730255,3.0719486668787623,1.510022454650239,0.26153080843539184,Iris-setosa
+3,5.108947716173032,3.0844114153613087,1.5100228102954187,0.26153080883137103,Iris-setosa
+4,5.108947716173316,3.0605702779227686,1.5100238600077067,0.26153080936138223,Iris-setosa
+5,6.200565326914779,3.0540013240935635,4.9308645936853415,1.6654777301707957,Iris-virginica
+6,6.180762433757211,3.054000116205318,4.910794824393121,1.6654289969259337,Iris-virginica
+7,6.179385364726552,3.05400004516562,4.900632054932125,1.6654275123352305,Iris-versicolor
+8,6.179370026925983,3.054000156454887,4.8999042181767765,1.665427495253434,Iris-versicolor
+9,6.1794036382127855,3.054275330464047,4.901090255535201,1.6654531346164114,Iris-versicolor
+10,6.1845095641418535,3.054001972230833,4.919280158480876,1.6654481439970656,Iris-virginica
+11,5.108947716173026,3.054590468304671,1.5100225213028113,0.2615308084058838,Iris-setosa
+12,6.180191475134107,3.0540000804999856,4.909385259411111,1.66542827871794,Iris-virginica
+13,6.203418880011145,3.0540009445074974,4.9329305459293025,1.6654734452448625,Iris-virginica
+14,6.179517461073865,3.0540062358771105,4.902437325483719,1.665431032731612,Iris-versicolor
+15,6.17936741342803,3.0540022165970075,4.899686462986432,1.665427522135336,Iris-versicolor
+16,5.108947716173026,3.0844316068715916,1.5100225535446128,0.2615308085369147,Iris-setosa
+17,6.179643984585916,3.054015820834761,4.904881728934804,1.665436484804299,Iris-versicolor
+18,6.181607498400724,3.0540288678422836,4.910500287458384,1.6654992433476838,Iris-virginica
+19,6.2288980667722145,3.054003354612646,4.932196744435785,1.6656518304648544,Iris-virginica
+20,5.1089477161730255,3.0684667373641545,1.5100224458375446,0.26153080842488924,Iris-setosa
+21,6.200036883719622,3.054009029197407,4.9248360076935676,1.6656006386942088,Iris-virginica
+22,5.108947716174054,3.0540481354111386,4.899493582523838,1.6654274751760991,Iris-setosa
+23,6.228847479498455,3.0540009893700244,4.938076758512645,1.6655222768023987,Iris-virginica
+24,6.227862316046058,3.054004128789068,4.931614172561325,1.6656862992845487,Iris-virginica
+25,6.179367481943351,3.0541198501775377,4.899789842437841,1.6654284385941984,Iris-versicolor
+26,5.108947716173026,3.0570462240670473,1.5100225399443326,0.2615308084139803,Iris-setosa
+27,6.179376338684356,3.0540010592800195,4.900538677474222,1.6654275778031058,Iris-versicolor
+28,5.108947717295504,3.060057804448097,1.5100520604061407,0.26153097079559967,Iris-setosa
+29,5.1089477161730255,3.068775455607129,1.5100224719394737,0.2615308084339029,Iris-setosa
+30,5.1089477161730255,3.068083575202587,1.510022445770905,0.2615308084243687,Iris-setosa
+31,5.108947716173032,3.054546023125172,1.5100226540576118,0.26153080840931314,Iris-setosa
+0,5.108947716173027,3.055467523197413,1.5100225637717133,0.2615308084105033,Iris-setosa
+1,5.1089477161730255,3.067572115972173,1.510022444481945,0.26153080842291887,Iris-setosa
+2,6.1960762459847984,3.0540004438363146,4.931314408547884,1.6654483395044624,Iris-virginica
+3,6.2034817850350805,3.0540028912511437,4.926904142381635,1.6655252933406024,Iris-virginica
+4,6.179472201257123,3.0540000655646025,4.903275483684534,1.6654276303961648,Iris-versicolor
+5,6.211740004097049,3.0540031664361575,4.930215644868277,1.665560801104591,Iris-virginica
+6,6.179688753360216,3.0540001182511776,4.906302411718579,1.6654279736924607,Iris-virginica
+7,6.193804751900862,3.0540014759714804,4.925830523709914,1.6654678371288458,Iris-virginica
+8,6.17938891493798,3.0540000272161665,4.901051572162877,1.66542750564175,Iris-versicolor
+9,5.108947716173026,3.086472868424709,1.5100226155449035,0.2615308086076026,Iris-setosa
+10,5.10894771617313,3.0577009052522928,1.5100234805229935,0.2615308086247003,Iris-setosa
+11,6.186376019115416,3.054027008341024,4.917872677451583,1.6655766769003684,Iris-virginica
+12,5.108947716173027,3.0641916632054453,1.5100226021231993,0.2615308084600411,Iris-setosa
+13,6.179367158014439,3.0543191640029423,4.899815628690134,1.665428852173741,Iris-setosa
+14,5.1089477161730565,3.05507147339227,1.5100229105195555,0.2615308084420633,Iris-setosa
+15,5.108947716173026,3.055013426824985,1.5100225092334372,0.2615308084060924,Iris-setosa
+16,5.108947716173044,3.0618510104317447,1.5100229937297605,0.261530808573322,Iris-setosa
+17,6.19361980577616,3.054000110639681,4.930364435652944,1.6654356110269704,Iris-virginica
+18,5.108948073556652,3.054005505632879,4.8997151153210385,1.665427523685321,Iris-versicolor
+19,5.1089477161733745,3.054013612144636,4.899492504589732,1.6654274751418257,Iris-setosa
+20,5.1089477161730255,3.0685098540144815,1.5100224485311025,0.26153080842840154,Iris-setosa
+21,5.108947716180011,3.0669169310858604,1.510028124109978,0.26153082053637894,Iris-setosa
+22,6.180040324694821,3.054000297782462,4.905697878218619,1.66542931636491,Iris-virginica
+23,5.108947716173028,3.0799376547773227,1.510022696081155,0.26153080862656497,Iris-setosa
+24,5.10894771617304,3.078648711317117,1.5100230054353934,0.26153080890159414,Iris-setosa
+25,6.179377462463288,3.05400013686589,4.900364438488435,1.6654275224343582,Iris-versicolor
+26,5.108947721122146,3.054964089879023,4.8995586415912555,0.261530915815844,Iris-setosa
+27,5.108947716210829,3.054002863142544,4.899496286004024,1.665427475186001,Iris-versicolor
+28,5.1089477161730255,3.055566465240225,1.5100224237977162,0.26153080840436843,Iris-setosa
+29,5.108947733231744,3.063752097793777,1.5101186469422105,0.2615320409333595,Iris-setosa
+30,5.108947716173027,3.0920435937399713,1.5100226526560836,0.26153080873658696,Iris-setosa
+31,5.108947716173026,3.06366031593307,1.510022566402545,0.2615308084414857,Iris-setosa
+0,5.1089477161730645,3.054702273389598,1.510022911363888,0.26153080843385285,Iris-setosa
+1,6.191867871438616,3.0540036685780154,4.923271229663,1.66548980452166,Iris-virginica
+2,5.10894771617325,3.104484973866914,1.5100243216972076,0.26153081373187276,Iris-setosa
+3,5.108947716174033,3.069326111353319,1.5100252250328725,0.261530812489721,Iris-setosa
+4,5.108947717705238,3.0565450918153165,1.5100564420038358,0.26153088671572994,Iris-setosa
+5,6.22799168449312,3.0540004735787027,4.937815703178343,1.6654876493362631,Iris-virginica
+6,6.1793668340950365,3.054000372701592,4.899599599346417,1.665427481752711,Iris-versicolor
+7,6.210360987763707,3.0540010145548613,4.932934648173812,1.665489339185954,Iris-virginica
+8,5.108947716176119,3.0752431994726264,1.510027070454787,0.26153081888282154,Iris-setosa
+9,6.208283261901524,3.0540016513722446,4.9306411433012824,1.6655087420675825,Iris-virginica
+10,5.1089477161730255,3.0616006740201294,1.5100224452245619,0.2615308084126922,Iris-setosa
+11,5.108947716173482,3.0541378060363944,4.8994929509067005,1.665427475229762,Iris-setosa
+12,5.108947716173071,3.141140311924838,1.5100234624548838,0.26153081206512746,Iris-setosa
+13,5.1089477161730255,3.0558273944671632,1.5100225029492775,0.261530808407715,Iris-setosa
+14,6.1881587499199355,3.0540003679058803,4.925011336435762,1.665438780219201,Iris-virginica
+15,6.185873554883629,3.0540019251814052,4.9178386525851545,1.6654535682591516,Iris-virginica
+16,5.1089477161730255,3.085200014420234,1.5100225181458906,0.2615308085121336,Iris-setosa
+17,5.1089477161730255,3.0585403916019733,1.5100224553724453,0.26153080840895737,Iris-setosa
+18,5.10894771617326,3.0559177833519278,1.5100235948920406,0.26153080864664174,Iris-setosa
+19,6.194565440600557,3.0540038780877974,4.9225931336482835,1.665509040746782,Iris-virginica
+20,5.1089477161730485,3.0609456308060308,1.5100230409061686,0.2615308085794203,Iris-setosa
+21,5.1089477161730255,3.073604679824982,1.510022470417582,0.26153080844741655,Iris-setosa
+22,5.1089477161730565,3.0790132017248766,1.5100232561437419,0.26153080912813015,Iris-setosa
+23,6.2183769344995925,3.054000586292653,4.934495205144861,1.665483305019872,Iris-virginica

iris/lct_gan/4/1/test.csv

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

iris/lct_gan/4/1/train.csv

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

iris/lct_gan/4/1/val.csv

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

iris/lct_gan/4/10/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089477161730255,3.064510638999669,1.5100224602484003,0.26153080841957904,Iris-setosa
+1,5.108947716174332,3.108231653330975,1.5100264318354018,0.2615308231032536,Iris-setosa
+2,5.1089477161730255,3.0654697767908563,1.5100224464161947,0.26153080841933163,Iris-setosa
+3,6.181252126637045,3.0540007216021587,4.912091139129932,1.6654330580676908,Iris-virginica
+4,5.108947743428986,3.0543464635995994,4.899603617133095,1.6654277605524268,Iris-setosa
+5,5.108947716180136,3.0714106119100384,1.510028291315758,0.26153082420119045,Iris-setosa
+6,6.179368220814718,3.0540001048197065,4.899845935726484,1.6654274821077262,Iris-versicolor
+7,5.1089478559224295,3.0540165453672654,4.899645182404492,1.6654275338651146,Iris-versicolor
+8,6.1965850761536965,3.054008776045895,4.921844746049097,1.6655782285079361,Iris-virginica
+9,6.232028219870867,3.0540012210110783,4.936071183053351,1.66554796896781,Iris-virginica
+10,5.1089477161730255,3.0651258980802867,1.510022461944536,0.2615308084211906,Iris-setosa
+11,5.108947827808574,3.05751939336311,1.5101924690087125,0.2615325128090875,Iris-setosa
+12,6.179452653787431,3.054001793624789,4.901775632584458,1.6654285061265492,Iris-versicolor
+13,5.108947716173027,3.0606203731370565,1.510022633326151,0.2615308084409779,Iris-setosa
+14,6.179367052130705,3.0540021306888114,4.899624575988257,1.6654275188976855,Iris-versicolor
+15,6.179535973745438,3.0540682973141426,4.90170578049827,1.6654613750264782,Iris-versicolor
+16,5.108947724311622,3.0540074909088695,4.899526005808827,1.6654274816888863,Iris-versicolor
+17,6.186863646691018,3.0540077557180902,4.918420452162059,1.6654961482636883,Iris-virginica
+18,5.108947724771869,3.0540010114886207,4.899518054769638,1.6654274766818995,Iris-versicolor
+19,6.1793684313406745,3.054048861629019,4.899758040613904,1.6654287730880901,Iris-versicolor
+20,6.228219410886461,3.054001537615252,4.934774501709704,1.6655555357326897,Iris-virginica
+21,5.108947787699271,3.054451559805899,4.899680248184687,1.6654280538545934,Iris-setosa
+22,6.18599697848941,3.0540057360947004,4.91947299211323,1.6654754979466717,Iris-virginica
+23,5.1089477161730255,3.070785821348267,1.510022454696649,0.26153080843277116,Iris-setosa
+24,6.214466108776009,3.0540030456487726,4.93210267108932,1.665565329499539,Iris-virginica
+25,5.1089477161730255,3.070393766035463,1.5100224903829957,0.26153080844934457,Iris-setosa
+26,6.192275771072478,3.0540005227191784,4.9248719805007966,1.665447924486557,Iris-virginica
+27,6.215578468267186,3.054007439649538,4.927520764136211,1.665704410901651,Iris-virginica
+28,5.108947726540008,3.054867289018533,4.899579345576743,1.6654278092478376,Iris-setosa
+29,5.1089477161730255,3.058340241767125,1.510022487109575,0.26153080841177695,Iris-setosa
+30,6.179378974384108,3.054594631334623,4.901064599798654,1.6654397088681827,Iris-versicolor
+31,6.1897396712455945,3.054000630065807,4.9246540143674,1.6654454480175829,Iris-virginica
+0,5.1089477161730255,3.0675848294434456,1.510022445179027,0.26153080842401516,Iris-setosa
+1,6.223283646281284,3.0540052450571444,4.930783024055183,1.6656928890764002,Iris-virginica
+2,6.204314422558536,3.054000316011069,4.933972262771197,1.6654523171962936,Iris-virginica
+3,5.1089477161730645,3.0840848995464816,1.5100232576823749,0.2615308096698071,Iris-setosa
+4,6.184900631446003,3.0540066283453187,4.916331529537541,1.6654758781857928,Iris-virginica
+5,6.180939900289257,3.05400006983789,4.9116429423402055,1.6654287257974625,Iris-virginica
+6,6.185262712158625,3.0540009770083723,4.917567963855018,1.6654435103879714,Iris-virginica
+7,5.1089477161730255,3.069742069022459,1.51002245993522,0.26153080843023313,Iris-setosa
+8,5.1089477161730255,3.071759397630921,1.51002250425496,0.26153080845681115,Iris-setosa
+9,6.179393414972085,3.0540034467215174,4.900936236401604,1.6654281391993024,Iris-versicolor
+10,5.108947716173283,3.056803919504005,1.5100236898949977,0.26153080878692825,Iris-setosa
+11,6.2162021836964705,3.0540022797404416,4.932656324016014,1.6655488945030943,Iris-virginica
+12,6.192301317087984,3.0540406802945017,4.921330133232883,1.6657594986863178,Iris-virginica
+13,5.108947716183549,3.0758796409640676,1.5100299837395668,0.2615308306704756,Iris-setosa
+14,5.108947716310228,3.0541627222596652,4.89950334267035,1.6654274808247114,Iris-setosa
+15,5.1089477161730255,3.0568618322473946,1.5100224954741974,0.261530808410389,Iris-setosa
+16,6.179410344130637,3.0540000990236713,4.901291734815919,1.6654275763491233,Iris-versicolor
+17,6.200186151036139,3.054024212929336,4.9238580648075745,1.665783020876069,Iris-virginica
+18,6.179366602391834,3.054000563720335,4.899558878299137,1.665427479907972,Iris-versicolor
+19,5.108947716173026,3.0871596051619448,1.5100225468752573,0.26153080855282984,Iris-setosa
+20,5.1089477161730255,3.0705641944887865,1.510022457449307,0.2615308084329297,Iris-setosa
+21,5.108947716173028,3.0550345460467816,1.5100226011594908,0.26153080841150006,Iris-setosa
+22,5.1089477161730255,3.064537772448426,1.510022438685847,0.261530808417388,Iris-setosa
+23,6.183015743072244,3.054000673970926,4.914567426823095,1.665436758707737,Iris-virginica
+24,5.108947716173059,3.1209705483266243,1.5100233125780533,0.26153081085735636,Iris-setosa
+25,5.1089477161730255,3.06809762329051,1.5100224573373642,0.26153080842819926,Iris-setosa
+26,5.108948480963101,3.054413134110728,4.900018469115982,1.6654293814032761,Iris-versicolor
+27,5.108947728327658,3.0540805996794163,4.8995649309332965,1.6654275167310777,Iris-setosa
+28,6.229925049781244,3.054002153316401,4.9345201562966805,1.6655941280089175,Iris-virginica
+29,5.108947716173589,3.0827417117275235,1.51002511752581,0.261530812901466,Iris-setosa
+30,5.1089477161730255,3.0711741625951943,1.5100224725214997,0.2615308084375166,Iris-setosa
+31,5.1089477161730255,3.0647237800155276,1.5100224624155505,0.26153080842199805,Iris-setosa
+0,5.108947964062331,3.057565306429747,1.5102483632919805,0.26153373479162983,Iris-setosa
+1,6.1793708254874735,3.0540000465664563,4.9001021679384555,1.6654274868607728,Iris-versicolor
+2,6.186006170788259,3.0540254503350006,4.917281221028514,1.6655635998225562,Iris-virginica
+3,5.108947716173026,3.0920345492570527,1.510022577304454,0.2615308086103476,Iris-setosa
+4,5.1089477161730255,3.062675759248894,1.5100224716948083,0.26153080841890447,Iris-setosa
+5,6.1793907829978805,3.054000570832088,4.90070682533433,1.6654276717347405,Iris-versicolor
+6,6.191699571148372,3.054039501996487,4.918719434497811,1.665762197052252,Iris-virginica
+7,5.108947718847274,3.054001499813775,4.899508767751676,1.665427475967515,Iris-versicolor
+8,5.108947716173027,3.076057162687548,1.5100226573962343,0.2615308085691226,Iris-setosa
+9,6.179979554518676,3.0541808244946957,4.905867574191389,1.6655493721119783,Iris-versicolor
+10,6.1844157448277715,3.0540324851279514,4.917193546495606,1.6655512187473795,Iris-virginica
+11,5.108947739030133,3.0540001005788455,4.899535257159691,1.6654274756234535,Iris-versicolor
+12,6.179369965389085,3.0540001983390432,4.899908846441515,1.6654274968947822,Iris-versicolor
+13,6.180412658158404,3.054001945617377,4.90647403530853,1.6654354726112002,Iris-virginica
+14,5.10894771617305,3.0686088458639307,1.5100231326548212,0.2615308087904784,Iris-setosa
+15,5.108947739481169,3.054028682230805,4.899565990088244,1.6654275038073205,Iris-versicolor
+16,6.200043815068515,3.0540008825853517,4.931617887093701,1.665464942927338,Iris-virginica
+17,5.108947716173034,3.0622210663036284,1.510022825265858,0.26153080852929433,Iris-setosa
+18,5.108947716184221,3.0541211065877047,4.899496933547272,1.665427475722561,Iris-setosa
+19,5.1089477161730255,3.0616459769303,1.5100224458657694,0.2615308084132175,Iris-setosa
+20,5.108947716173026,3.0578280492220133,1.5100225778373444,0.2615308084199734,Iris-setosa
+21,6.220041869323383,3.0540058409790998,4.930317778875067,1.6656887327384546,Iris-virginica
+22,5.108949697511383,3.0550316295914435,4.90046701384999,1.6654338877331076,Iris-setosa
+23,5.1089477162916435,3.054005930115373,4.899499232005248,1.6654274753567964,Iris-versicolor
+24,6.188054002332477,3.054008058549679,4.920459878955335,1.6655047605109106,Iris-virginica
+25,6.181212628336311,3.0540163201258657,4.911194246840114,1.6654652307735143,Iris-virginica
+26,6.180596013147418,3.0540001249717648,4.910546049215307,1.6654289509257103,Iris-virginica
+27,6.17949886889126,3.054011621586517,4.901896632382263,1.6654342999411975,Iris-versicolor
+28,5.108947716727468,3.054004164565578,4.899502412242604,1.6654274757860015,Iris-versicolor
+29,5.108947716214593,3.0728264485962455,1.510034729200795,0.261530854323986,Iris-setosa
+30,5.1089477161730255,3.065588817673419,1.510022439419662,0.2615308084187832,Iris-setosa
+31,5.108947716173031,3.0564247229569887,1.510022687513226,0.26153080843535037,Iris-setosa
+0,5.108947716177657,3.054019218246449,4.8994941657966145,1.665427475209499,Iris-setosa
+1,6.179555385091023,3.0540076316770803,4.90395145275426,1.6654317308267734,Iris-versicolor
+2,5.1089477161730255,3.068735999895598,1.5100224703431158,0.26153080843130655,Iris-setosa
+3,5.108947716173033,3.054358687330757,1.5100226245552282,0.2615308084094017,Iris-setosa
+4,6.183397633066882,3.05400564152419,4.91740584233905,1.6654588656330784,Iris-virginica
+5,5.1089477161730255,3.05625363866596,1.510022458034984,0.26153080840618315,Iris-setosa
+6,5.1089477161730255,3.056934122104374,1.5100224909013955,0.26153080840958226,Iris-setosa
+7,5.108947716175535,3.0541660993132047,4.899495338429368,1.6654274753336655,Iris-setosa
+8,5.1089477161730255,3.072297354395042,1.5100224557890978,0.2615308084359931,Iris-setosa
+9,6.184550169910674,3.0540000678487087,4.922562981213123,1.665430177963053,Iris-virginica
+10,5.108947716173044,3.0779800876943924,1.5100230323689214,0.2615308090541197,Iris-setosa
+11,6.179372558477545,3.0540298728264053,4.9002638283134425,1.6654283967178918,Iris-versicolor
+12,6.200743780913058,3.0540149297282966,4.924882012552252,1.665676236068546,Iris-virginica
+13,6.185814344208696,3.0540005625704336,4.91872477804649,1.6654395034899903,Iris-virginica
+14,5.108947716173027,3.058060657690449,1.5100225991249756,0.2615308084271349,Iris-setosa
+15,5.108947716186206,3.0545288470797853,1.5100264303098716,0.2615308093676843,Iris-setosa
+16,5.108947716173026,3.08032085879659,1.5100225503088875,0.2615308085180749,Iris-setosa
+17,6.18388795105441,3.0540028024731307,4.915993342938996,1.6654512742039533,Iris-virginica
+18,5.1089477161730255,3.0593657280368274,1.5100224401125808,0.26153080840924736,Iris-setosa
+19,5.108947716173027,3.0554112307293484,1.5100225638115718,0.2615308084104913,Iris-setosa
+20,6.196516819587404,3.0540075847105843,4.927364144067815,1.665551098449841,Iris-virginica
+21,5.108947716173072,3.0541131871939666,4.899492045235531,1.6654274751485811,Iris-setosa
+22,6.180976849531009,3.0540095765303774,4.9084432267981315,1.665456637971569,Iris-virginica
+23,6.207466045967037,3.054006852303034,4.928351700026022,1.6656146436395916,Iris-virginica

iris/lct_gan/4/10/test.csv

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

iris/lct_gan/4/10/train.csv

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

iris/lct_gan/4/10/val.csv

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

iris/lct_gan/4/11/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089477168659885,3.0541677075770806,4.899516208175182,1.6654274882870606,Iris-setosa
+1,5.108947722873427,3.0540073231486997,4.89953558181242,1.6654274782888854,Iris-versicolor
+2,6.228259250456082,3.054001990127146,4.934394806462539,1.6655790130227452,Iris-virginica
+3,5.108947716173032,3.0879046528944323,1.5100228194994605,0.2615308088504274,Iris-setosa
+4,5.1089477161730255,3.0565157723079546,1.5100224847617294,0.2615308084084159,Iris-setosa
+5,6.179366762845489,3.0540367818182914,4.899639536871737,1.6654276714398444,Iris-versicolor
+6,5.108947716173048,3.0737350890977426,1.5100230880771757,0.26153080894339054,Iris-setosa
+7,6.208049004339763,3.054009636784932,4.925796739600214,1.6656919450230183,Iris-virginica
+8,5.108947716191632,3.0582342870503516,1.5100289535450522,0.2615308168229221,Iris-setosa
+9,5.1089477161730255,3.062872243315212,1.5100224392389792,0.26153080841379056,Iris-setosa
+10,5.1089477161730255,3.0638932926687654,1.5100224658198933,0.2615308084207318,Iris-setosa
+11,5.108947716173028,3.1071393959809828,1.5100226976871525,0.26153080893856917,Iris-setosa
+12,5.108947716173033,3.066038453081645,1.5100228015417747,0.2615308085681276,Iris-setosa
+13,6.2110281987667975,3.054003487459825,4.92964971022174,1.6655665349601474,Iris-virginica
+14,6.179729793427683,3.054082942006347,4.9057313520022765,1.6654639243586864,Iris-versicolor
+15,5.108947716173037,3.0693919180966076,1.5100229059461159,0.26153080868637085,Iris-setosa
+16,5.1089477161730255,3.0584042289079183,1.5100224987700357,0.2615308084135987,Iris-setosa
+17,6.18850906679072,3.0540112950967755,4.9231130509292935,1.6655195131643123,Iris-virginica
+18,6.1794343454164,3.054013191594556,4.902204009936391,1.6654301740223416,Iris-versicolor
+19,5.1089477161730255,3.0573930599838404,1.510022477785995,0.26153080840910553,Iris-setosa
+20,5.108947727260671,3.0719886361520676,1.5101167687181982,0.2615322760338766,Iris-setosa
+21,5.1089477161741135,3.0540061084629904,4.8994928000472004,1.6654274751437506,Iris-setosa
+22,6.182585252414054,3.0540914807569437,4.918624113593754,1.6655809593219617,Iris-virginica
+23,6.179371755741834,3.0543258760762373,4.900231314723115,1.6654336605303557,Iris-versicolor
+24,5.1089477161730255,3.0752205898752405,1.510022464419209,0.2615308084459684,Iris-setosa
+25,6.182160123058719,3.0540022194312537,4.914090373619817,1.665442024302671,Iris-virginica
+26,6.179593416310271,3.0540000692878055,4.904124939472982,1.6654277717569144,Iris-virginica
+27,5.1089477162053445,3.0540383055177918,4.899499588809816,1.6654274754434581,Iris-setosa
+28,5.108947716173026,3.0565449183473503,1.510022546145024,0.2615308084130741,Iris-setosa
+29,6.221233166155851,3.0540063479444037,4.930272225826087,1.6657171340199826,Iris-virginica
+30,5.1089477161730255,3.064855653502816,1.510022457293017,0.2615308084199412,Iris-setosa
+31,6.181038806740741,3.054000123453617,4.9134953887036605,1.6654292335408705,Iris-virginica
+0,5.108947716173028,3.054323520322896,1.5100225631568551,0.2615308084055366,Iris-setosa
+1,5.10894771617871,3.054036400800658,4.8994952059063746,1.66542747525672,Iris-setosa
+2,5.108947716173596,3.0540674328859874,4.899493096028522,1.6654274751768479,Iris-setosa
+3,5.1089477161730255,3.070927411456534,1.510022501674439,0.26153080845149224,Iris-setosa
+4,5.1089477161730255,3.0736431261219894,1.5100224771194883,0.2615308084469826,Iris-setosa
+5,5.1089477161730255,3.0567614592951005,1.5100224603507786,0.2615308084067744,Iris-setosa
+6,5.1089477161730255,3.0735387088707182,1.5100224861426095,0.26153080845760424,Iris-setosa
+7,6.187127231764603,3.054000601671317,4.922438531871679,1.6654413880999177,Iris-virginica
+8,6.184288708791464,3.054001048593819,4.917413516850597,1.665441741305866,Iris-virginica
+9,5.1089477161730255,3.0779794920271297,1.5100224964743638,0.26153080847110705,Iris-setosa
+10,5.108947716225481,3.0540026346870204,4.89949688153021,1.6654274751919318,Iris-versicolor
+11,5.1089477161730255,3.0609727545953187,1.5100224492878973,0.2615308084118348,Iris-setosa
+12,6.179434554885866,3.054927462782033,4.902674482195209,1.6654911702218014,Iris-versicolor
+13,5.108947716173035,3.123436224414096,1.5100229187771923,0.26153080978696497,Iris-setosa
+14,5.1089477161730255,3.073874195112534,1.510022464849846,0.26153080844283666,Iris-setosa
+15,6.182104870091977,3.054000117609876,4.917060448672215,1.6654298339582048,Iris-virginica
+16,6.179464041566816,3.0540000469314106,4.902345566684889,1.6654276125078362,Iris-versicolor
+17,6.1821769245382825,3.054013231005945,4.915052772063294,1.6654684234471198,Iris-virginica
+18,5.108947716173026,3.0688136362687355,1.5100225817387884,0.2615308084753413,Iris-setosa
+19,6.179441968720426,3.0540004732075703,4.901952031834247,1.665427847854149,Iris-versicolor
+20,5.108947716173026,3.0573774551114776,1.510022532398562,0.26153080841359677,Iris-setosa
+21,6.205985503708201,3.0540038556590887,4.92836342206464,1.6655532403042466,Iris-virginica
+22,6.215924017831218,3.0540030758422776,4.931065209700762,1.665574124767505,Iris-virginica
+23,5.108947716173032,3.080610958412836,1.5100228003473162,0.2615308088019321,Iris-setosa
+24,6.191928018424307,3.0540047171759612,4.921056791488671,1.6655042002842924,Iris-virginica
+25,5.108947716519351,3.05466226095054,4.899521495656808,1.6654274968916676,Iris-setosa
+26,5.1089477161730255,3.06661681218527,1.510022440940985,0.26153080842096105,Iris-setosa
+27,5.108947716713101,3.056009458153519,1.5100454997001278,0.26153083677252703,Iris-setosa
+28,5.108947716173152,3.0543489481207073,1.510023194220643,0.26153080842685994,Iris-setosa
+29,6.224718771542301,3.0540018505887723,4.932016011174052,1.665562780081304,Iris-virginica
+30,5.108947716245145,3.064135762247739,1.5100341616091788,0.26153085332830334,Iris-setosa
+31,6.180432081116368,3.0540307980978967,4.905762524917659,1.6654878148329986,Iris-virginica
+0,5.108947716174161,3.0543795445142985,1.510023865120313,0.2615308085686784,Iris-setosa
+1,6.200235019067656,3.0540303958998645,4.923318768173309,1.665862334920539,Iris-virginica
+2,5.1089477161730255,3.0728184328467876,1.510022457841617,0.2615308084383149,Iris-setosa
+3,6.1793665802079385,3.054256863722409,4.899605920737243,1.6654279033424284,Iris-setosa
+4,5.108947716174032,3.058977707162293,1.5100249136054855,0.2615308097059311,Iris-setosa
+5,6.208356794714892,3.0540013436425313,4.929672353861022,1.6655003606338545,Iris-virginica
+6,6.179370288369632,3.054267421396382,4.900308021389809,1.6654301633002373,Iris-versicolor
+7,5.108947716173214,3.075471639477659,1.5100239552209092,0.261530810515791,Iris-setosa
+8,6.1806374225016345,3.0540003478748186,4.909623958763519,1.6654302722511796,Iris-virginica
+9,5.1089477161730255,3.085136561367587,1.510022508787153,0.2615308085116857,Iris-setosa
+10,5.108947716173036,3.0840205771416143,1.5100229619352308,0.2615308089113902,Iris-setosa
+11,6.184778740238619,3.0540002931501586,4.920952285871773,1.665434247373155,Iris-virginica
+12,6.214087685850176,3.0540103719886025,4.926141703344319,1.6657847301742232,Iris-virginica
+13,5.1089477161730255,3.059248825116763,1.5100224858709945,0.2615308084137791,Iris-setosa
+14,5.108947716173033,3.0933217185947632,1.5100228486252627,0.2615308089759399,Iris-setosa
+15,5.1089477161730255,3.064697119075802,1.5100224440948549,0.26153080841754883,Iris-setosa
+16,5.108947727174364,3.0556146813859106,4.899611588987506,0.26153100301325527,Iris-setosa
+17,6.208850162858466,3.05400795997247,4.926435629788782,1.6656588756005408,Iris-virginica
+18,5.108947723753622,3.054162473540913,4.899558638641643,1.6654275347443706,Iris-setosa
+19,6.17937124698738,3.0561897444975568,4.9005510742961045,1.6654468572457684,Iris-setosa
+20,5.108947716174088,3.061718088087101,1.5100254049187964,0.2615308101848808,Iris-setosa
+21,5.1089477161730255,3.067687177958414,1.5100224761479093,0.26153080843096543,Iris-setosa
+22,6.180192407000353,3.054001989538758,4.907580063118897,1.6654332786443762,Iris-virginica
+23,5.108947716493891,3.0554127471653807,1.5100374604661893,0.26153082852786474,Iris-setosa
+24,5.108947716173279,3.057128239801997,1.5100237934265999,0.26153080880325424,Iris-setosa
+25,5.108947717134473,3.0540052547901126,4.899508601025322,1.6654274759413648,Iris-versicolor
+26,6.201932869083959,3.054000795127626,4.932337437039599,1.665466110440503,Iris-virginica
+27,5.108947716173026,3.0618749345218865,1.510022567523375,0.26153080843891213,Iris-setosa
+28,6.179464023995738,3.054007931344658,4.901861623969882,1.6654305426368718,Iris-versicolor
+29,5.10894771617338,3.0577881926425143,1.5100241299661206,0.26153080890009434,Iris-setosa
+30,6.1934418802392015,3.0540003116976973,4.926472603143452,1.6654428817587756,Iris-virginica
+31,5.1089477161730255,3.06178583316386,1.5100224370914084,0.2615308084119981,Iris-setosa
+0,6.1793670050977925,3.054319332037457,4.899771759497033,1.6654287143167477,Iris-setosa
+1,5.108947716173047,3.0552322922837307,1.5100228482543325,0.2615308084399046,Iris-setosa
+2,5.108947716173062,3.0905649318666106,1.5100232841380994,0.26153080976269527,Iris-setosa
+3,5.108947716173033,3.057917318413316,1.5100227669543655,0.26153080845740523,Iris-setosa
+4,5.108947716173116,3.1029167912535756,1.5100237547000201,0.26153081140146295,Iris-setosa
+5,5.1089477161730255,3.073069155637168,1.5100224645097535,0.26153080844276955,Iris-setosa
+6,6.1811080236704505,3.054000181561815,4.913383574400375,1.665429729499582,Iris-virginica
+7,5.108947716173483,3.0621169267620942,1.5100243214639573,0.2615308098266782,Iris-setosa
+8,5.1089477161730255,3.0576430003572215,1.5100224488882172,0.2615308084072978,Iris-setosa
+9,6.209176676660058,3.0540028518497775,4.930403272527223,1.6655424370398095,Iris-virginica
+10,5.108947716173409,3.1048751391435934,1.51002489356935,0.26153081506206927,Iris-setosa
+11,5.108947723643786,3.055660943099011,1.5100730263187685,0.2615309838730385,Iris-setosa
+12,5.108947716173027,3.0936832177869182,1.5100226076545962,0.26153080868198836,Iris-setosa
+13,6.213525729283331,3.0540007817983956,4.932731877854682,1.6654866307007015,Iris-virginica
+14,6.196345701301563,3.054001208858133,4.926673144117815,1.6654693850563718,Iris-virginica
+15,5.1089477161730255,3.0721504274300866,1.5100224837570184,0.2615308084456013,Iris-setosa
+16,5.1089477161739305,3.054355599797165,1.5100237948054982,0.26153080853255484,Iris-setosa
+17,5.108947716181111,3.054094461948333,4.899496380024049,1.6654274754926148,Iris-setosa
+18,5.108947716173026,3.0562483175059088,1.5100225194185286,0.26153080841005955,Iris-setosa
+19,6.2227240378117115,3.054002198240243,4.934839133947707,1.6655655939909912,Iris-virginica
+20,5.108947716173035,3.108127801158647,1.5100229176031883,0.2615308093757674,Iris-setosa
+21,6.179367673366855,3.0549816554223783,4.899939971381429,1.6654328736502035,Iris-setosa
+22,5.1089477161730255,3.0709427007862384,1.5100224546890286,0.26153080843400467,Iris-setosa
+23,5.1089477161730334,3.072378408610336,1.510022834929449,0.2615308086993122,Iris-setosa

iris/lct_gan/4/11/test.csv

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

iris/lct_gan/4/11/train.csv

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

iris/lct_gan/4/11/val.csv

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

iris/lct_gan/4/12/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.1837657802784385,3.054183124882174,4.92120878089844,1.6657503462599428,Iris-virginica
+1,6.200615229559227,3.054000731493721,4.930965964774709,1.6654630930707055,Iris-virginica
+2,5.1089477161730255,3.0561563001956418,1.5100224592560918,0.2615308084059902,Iris-setosa
+3,6.179368398265205,3.0553936004876743,4.900125998946147,1.6654357167955127,Iris-setosa
+4,6.179369610718573,3.0541128825685213,4.900015406698218,1.6654294868472261,Iris-versicolor
+5,5.108947716174405,3.0726822472114934,1.5100255117319088,0.2615308148860253,Iris-setosa
+6,6.179371923295484,3.0540001326162654,4.899937536797413,1.66542750164613,Iris-versicolor
+7,6.206273167933675,3.054002188456965,4.928747444679489,1.6655159786419094,Iris-virginica
+8,6.188517746663354,3.0540003573737535,4.924494464571027,1.665439137566391,Iris-virginica
+9,5.108947716173027,3.0962428418710473,1.5100226161779404,0.26153080870169154,Iris-setosa
+10,6.179372635910658,3.0540173075031523,4.900160011012605,1.6654281115008147,Iris-versicolor
+11,6.214347066937257,3.0540021192187816,4.9349413648825315,1.6655345215917687,Iris-virginica
+12,5.1089477229118385,3.054336839322139,4.899545147715271,1.6654276357447586,Iris-setosa
+13,5.1089477161730255,3.0810544375194096,1.5100225012574113,0.2615308084848558,Iris-setosa
+14,6.179366974340407,3.054002005808651,4.8996226962976905,1.6654275077064187,Iris-versicolor
+15,5.108947716427138,3.070669128521656,1.510047421725618,0.2615309223227846,Iris-setosa
+16,5.108947716173048,3.058675257914777,1.5100230230467542,0.2615308085062119,Iris-setosa
+17,6.233366953229045,3.0540022421800974,4.932698653426206,1.6656245188707766,Iris-virginica
+18,6.182615731316211,3.054004575026984,4.914470566013992,1.6654524963999902,Iris-virginica
+19,6.180600281100052,3.0540616537815732,4.910909384730128,1.6654942351007789,Iris-versicolor
+20,6.22550465348517,3.054004758740056,4.931109981072054,1.6656928564498827,Iris-virginica
+21,5.108947716200794,3.0540031030543418,4.899495565151394,1.665427475185025,Iris-versicolor
+22,6.187452791128794,3.05400129143665,4.920292268498637,1.6654515258630522,Iris-virginica
+23,5.1089477659391465,3.058359030641996,1.5101396049107194,0.26153220994043885,Iris-setosa
+24,6.1877614731952555,3.0540071719868123,4.921370611630308,1.6654949193527704,Iris-virginica
+25,6.17968577623362,3.0540001475141616,4.904801484639165,1.6654281052011328,Iris-virginica
+26,6.179367006590914,3.0540000822361075,4.899639984418855,1.665427477840826,Iris-versicolor
+27,6.1794751131648455,3.054001680025604,4.902105229717723,1.665428714210409,Iris-versicolor
+28,5.108947716173028,3.0545799000404985,1.510022590078193,0.26153080840725096,Iris-setosa
+29,5.1089477161730255,3.0717526086340414,1.5100224588482474,0.2615308084349546,Iris-setosa
+30,5.108947717726932,3.0540005439957256,4.89950523700058,1.6654274753464402,Iris-versicolor
+31,5.1089477161730255,3.060730504769268,1.5100224766153167,0.2615308084148979,Iris-setosa
+0,6.179992710277439,3.0540000435373704,4.908701042078414,1.665427934018653,Iris-virginica
+1,6.18296607502837,3.0540369389135833,4.915133130093037,1.6655336516235222,Iris-virginica
+2,5.108947716173058,3.0547032381290764,1.5100228820746004,0.2615308084293817,Iris-setosa
+3,5.108947738936983,3.054051100129234,4.899561207326131,1.6654275396342284,Iris-versicolor
+4,5.10894771744453,3.0540364391461092,4.8995155419338845,1.6654274812901895,Iris-setosa
+5,5.108947719548875,3.054002623284201,4.899510795849554,1.6654274768800776,Iris-versicolor
+6,5.1089477161730255,3.0780445614309424,1.5100225189819465,0.2615308084951155,Iris-setosa
+7,6.1912723750073,3.054001706163083,4.921333691429721,1.6654677222032124,Iris-virginica
+8,6.181410753052373,3.0540007444187536,4.912299052888253,1.665433721331496,Iris-virginica
+9,6.179366577418071,3.0544038120186916,4.8996165701552945,1.6654280521703968,Iris-setosa
+10,6.179422205751763,3.0540958060609453,4.901290228913852,1.6654418219943663,Iris-versicolor
+11,6.179366634624555,3.054000674670644,4.8995589687844365,1.6654274819513988,Iris-versicolor
+12,5.1089477161730255,3.068039536072959,1.510022444622244,0.26153080842499404,Iris-setosa
+13,6.179497006542233,3.054000130287843,4.903243473592347,1.665427775465582,Iris-versicolor
+14,5.108947716173068,3.0541679380208215,1.5100227967099793,0.26153080841186566,Iris-setosa
+15,5.108947716173048,3.057035028742338,1.5100229821495048,0.26153080847513493,Iris-setosa
+16,5.1089477161730255,3.0625188347334,1.510022514993346,0.2615308084279849,Iris-setosa
+17,6.182585727541219,3.054004169366227,4.911462066813132,1.6654542105777839,Iris-virginica
+18,5.10894771617303,3.0774888618319607,1.5100227615367434,0.261530808675074,Iris-setosa
+19,5.1089477161730255,3.0676293950141407,1.5100225146889177,0.26153080844428017,Iris-setosa
+20,5.108947716173026,3.071610702983117,1.510022564798798,0.2615308084933942,Iris-setosa
+21,5.1089477161730255,3.0642712596458583,1.5100224750534412,0.2615308084215573,Iris-setosa
+22,5.1089477161730255,3.0705464468241908,1.5100224836567904,0.26153080844112986,Iris-setosa
+23,5.108947716173068,3.069093194184349,1.5100232164704075,0.26153080905519027,Iris-setosa
+24,5.108947716173046,3.0565765820871245,1.510022909412966,0.26153080847637417,Iris-setosa
+25,5.108947716173032,3.0660678581155567,1.5100228003648701,0.2615308085534841,Iris-setosa
+26,5.108947716173028,3.0844787547403647,1.5100226751581276,0.26153080866990597,Iris-setosa
+27,5.108947717335292,3.0641533481162266,1.5100603856187598,0.2615310131553081,Iris-setosa
+28,5.108947716173026,3.0772006168337853,1.5100225337046573,0.2615308084884225,Iris-setosa
+29,5.108947716173168,3.0601230819329737,1.510023748428463,0.2615308088121657,Iris-setosa
+30,6.180668893227391,3.0540029063562484,4.9082146126512605,1.6654380835203841,Iris-virginica
+31,5.108947735828137,3.055093677593811,4.899614947856534,1.6654280451361503,Iris-setosa
+0,5.1089477161730255,3.0924430256673596,1.5100225197243573,0.261530808551155,Iris-setosa
+1,5.108947736911628,3.0567591555117155,1.51011983410469,0.261531201248971,Iris-setosa
+2,5.108947716173029,3.0684575029116763,1.5100227187063506,0.2615308085460196,Iris-setosa
+3,6.207983991047969,3.0540006336735654,4.934092631755107,1.6654703250441836,Iris-virginica
+4,5.1089477176995475,3.054079992233387,4.899525008562142,1.6654274853146829,Iris-setosa
+5,5.1089477161730255,3.0578259261511964,1.5100224643507505,0.2615308084088696,Iris-setosa
+6,5.108947716173298,3.1297477730540177,1.5100245667914414,0.26153081729957567,Iris-setosa
+7,5.108947716173029,3.0574699622373243,1.5100226939034087,0.26153080843268034,Iris-setosa
+8,6.17953903588424,3.0541424940610082,4.9046447062810365,1.6654530796165143,Iris-versicolor
+9,6.180238486143477,3.054000069484727,4.910550120974387,1.6654282292578202,Iris-virginica
+10,5.108947757730627,3.0540470070235255,4.899597760742783,1.6654275406935724,Iris-versicolor
+11,6.223015595082069,3.0540056740384283,4.930133055930411,1.665711828361979,Iris-virginica
+12,5.108947740034501,3.054016923872557,4.899559069596431,1.6654274960490418,Iris-versicolor
+13,6.179366999004757,3.0543402172435212,4.8997610658042685,1.6654288826622299,Iris-setosa
+14,5.10894771617524,3.091063292856899,1.5100270803469273,0.26153082184400717,Iris-setosa
+15,5.108947716173026,3.0899472538939343,1.5100225703758172,0.2615308085867327,Iris-setosa
+16,5.10894771617314,3.0541365869560506,4.899492506782476,1.66542747515728,Iris-setosa
+17,5.1089477161730255,3.0631888380502974,1.5100224496664856,0.2615308084155331,Iris-setosa
+18,5.1089477161730255,3.065463047360703,1.510022438656797,0.26153080841851756,Iris-setosa
+19,6.18379190007187,3.0540001747022503,4.917415048938866,1.6654320896810284,Iris-virginica
+20,5.108947743083506,3.056126600547922,1.5101010371861916,0.2615313655866059,Iris-setosa
+21,5.1089477161730255,3.0738294476218377,1.5100224604124795,0.2615308084450561,Iris-setosa
+22,5.1089477161730255,3.069320447684592,1.5100224613143685,0.2615308084316132,Iris-setosa
+23,5.10894771617303,3.0605773663631908,1.5100227393721724,0.2615308084676658,Iris-setosa
+24,5.1089477161730255,3.072236473981004,1.510022452641598,0.2615308084362437,Iris-setosa
+25,6.230167110165054,3.0540019322446166,4.934807110176162,1.6655814642045752,Iris-virginica
+26,6.184205123360948,3.054001567246998,4.9137889071123695,1.6654480288531788,Iris-virginica
+27,5.108947716173036,3.0906645950491636,1.5100229401992276,0.26153080910302245,Iris-setosa
+28,6.179368953834108,3.054000160345453,4.899831332643752,1.6654274893662806,Iris-versicolor
+29,5.108947716175913,3.0552743452856403,1.5100250810663207,0.26153080918742233,Iris-setosa
+30,6.1794494581934085,3.0540021830062196,4.9015542974202235,1.6654286961432558,Iris-versicolor
+31,5.10894771617353,3.054053925483075,4.8994929934249285,1.665427475167155,Iris-setosa
+0,5.108947730002044,3.054016931944125,4.899538724159782,1.66542749337229,Iris-versicolor
+1,6.217919682992317,3.054001744975275,4.931409226051509,1.6655418810380702,Iris-virginica
+2,5.108947743714052,3.054001064519798,4.899534648116742,1.6654274792368704,Iris-versicolor
+3,6.184826117005271,3.054000224030061,4.920472620301659,1.6654335188431717,Iris-virginica
+4,6.179372019265104,3.054012687459568,4.899864986946103,1.6654284316263142,Iris-versicolor
+5,5.1089477161730255,3.072604797588092,1.510022462047302,0.26153080843975524,Iris-setosa
+6,6.224997573234369,3.0540042006887536,4.932846712560557,1.665655324611942,Iris-virginica
+7,5.10894771617303,3.0782067616264874,1.5100227363204621,0.2615308086685304,Iris-setosa
+8,6.223847189626451,3.0540034975854455,4.933313971342398,1.66562352628545,Iris-virginica
+9,5.1089477161730255,3.059857056128641,1.5100224487019769,0.26153080841066517,Iris-setosa
+10,5.1089477161730255,3.0720509123593933,1.5100224659700507,0.2615308084411523,Iris-setosa
+11,5.108947752357832,3.0585812342522782,1.5101354221304446,0.2615318860291865,Iris-setosa
+12,5.108947716173129,3.0598727000413577,1.5100233815531783,0.26153080888542907,Iris-setosa
+13,5.1089477161730255,3.0593071852143168,1.5100224412659116,0.2615308084089671,Iris-setosa
+14,6.196714676064029,3.0540052046218737,4.925091117587371,1.665532636715795,Iris-virginica
+15,5.1089477161730255,3.071607660250344,1.5100224635113626,0.26153080843711457,Iris-setosa
+16,5.108947719193467,3.0540215043459624,4.8995331869016,1.6654274792004404,Iris-versicolor
+17,6.179378632273704,3.0540006017987125,4.899995099688965,1.665427660365592,Iris-versicolor
+18,6.1905207844873535,3.05400045322473,4.925905955606863,1.665442891532393,Iris-virginica
+19,5.108947716173063,3.0544391696249837,1.510022867307555,0.2615308084220584,Iris-setosa
+20,5.108947716881793,3.0540066278272855,4.899504313187323,1.6654274764108727,Iris-versicolor
+21,5.1089477161730255,3.065864461089172,1.510022455039123,0.2615308084212663,Iris-setosa
+22,5.10894771617378,3.0565023549028694,1.510024189186735,0.26153080912710386,Iris-setosa
+23,6.191157256889285,3.0540245214349198,4.922741392892122,1.6656220226745484,Iris-virginica

iris/lct_gan/4/12/test.csv

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

iris/lct_gan/4/12/train.csv

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

iris/lct_gan/4/12/val.csv

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

iris/lct_gan/4/13/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089477161730334,3.0547790003639657,1.510022685812058,0.2615308084156277,Iris-setosa
+1,6.179369807021306,3.054597851861999,4.900108494153699,1.6654356135798998,Iris-setosa
+2,6.186996876809928,3.0540000889062253,4.923329269231378,1.6654319724159399,Iris-virginica
+3,6.179473280467692,3.0545508595509268,4.903985933338782,1.665475150690921,Iris-versicolor
+4,5.1089477161730255,3.086896223637283,1.5100225167960986,0.26153080853073357,Iris-setosa
+5,5.1089477161730255,3.0660385617506725,1.510022473507788,0.2615308084259326,Iris-setosa
+6,5.1089477161730255,3.071843523557395,1.510022465303844,0.26153080843699383,Iris-setosa
+7,5.108947716173026,3.0549336377989067,1.5100225166399524,0.26153080840713483,Iris-setosa
+8,6.225731498644855,3.054003498659244,4.9337548531923145,1.6656330538275632,Iris-virginica
+9,5.1089477161730255,3.0778992298883034,1.5100225114549304,0.2615308084859029,Iris-setosa
+10,5.1089477161730255,3.0729220177738035,1.5100225195390922,0.2615308084663042,Iris-setosa
+11,5.1089477161730255,3.0714221984432477,1.5100224625743348,0.261530808436704,Iris-setosa
+12,6.206983676511871,3.054005491663281,4.930013778168554,1.6655857880975309,Iris-virginica
+13,5.1089477161730255,3.06100444167881,1.5100224760275458,0.2615308084153855,Iris-setosa
+14,6.21119203850884,3.05400527569931,4.927761239460328,1.6656115653021757,Iris-virginica
+15,5.1089477368385,3.0680910516316855,1.5101308777231206,0.26153279715337185,Iris-setosa
+16,5.1089477161730255,3.071378329964241,1.5100224783160785,0.2615308084435078,Iris-setosa
+17,5.108947716174403,3.106593513622449,1.5100262168440817,0.26153082499721014,Iris-setosa
+18,6.17951052148955,3.0540002193180187,4.90260007156016,1.6654279434041537,Iris-versicolor
+19,5.108947717217131,3.0541054741581846,4.8995224612547075,1.6654274851115434,Iris-setosa
+20,6.22392856709258,3.0540035859442756,4.933707308428584,1.6656246179101,Iris-virginica
+21,5.1089477161730255,3.093082212057942,1.5100225210995049,0.2615308085529541,Iris-setosa
+22,6.201326721159142,3.0540124951081573,4.924571420739468,1.6656601165552318,Iris-virginica
+23,5.108947716173047,3.115526793513116,1.5100231553971424,0.26153081012339446,Iris-setosa
+24,6.204620765591047,3.0540045154221325,4.925518076194298,1.6655687318080779,Iris-virginica
+25,5.108947738577778,3.054881951790798,4.89964609704067,1.6654278580854818,Iris-setosa
+26,5.1089477164459804,3.072851353927459,1.5100457404338181,0.2615309709601453,Iris-setosa
+27,6.227911363949635,3.05400325972318,4.933436344547901,1.6656351811147387,Iris-virginica
+28,6.209557944074272,3.0540015366287094,4.929896532768688,1.6655087111488593,Iris-virginica
+29,5.1089477161730255,3.0582237179812233,1.5100224848260122,0.26153080841096055,Iris-setosa
+30,5.108947716173026,3.0888302167858273,1.5100226058716104,0.2615308086338218,Iris-setosa
+31,5.108947716173794,3.054055387439953,4.899493203832677,1.6654274751792355,Iris-setosa
+0,6.202324054559868,3.054004746616589,4.924436098261376,1.665558422682444,Iris-virginica
+1,5.1089477161739465,3.0599779608862656,1.5100246152035168,0.26153081016610275,Iris-setosa
+2,5.1089477161730255,3.074645048116775,1.5100224613787823,0.26153080844444004,Iris-setosa
+3,5.108947716177885,3.0625876560360097,1.5100273738720407,0.2615308140391388,Iris-setosa
+4,5.1089477161730255,3.071588830725207,1.5100224928679835,0.26153080844687193,Iris-setosa
+5,6.180976363771872,3.0540001391074245,4.914223079041008,1.6654292562137512,Iris-virginica
+6,5.1089477161730485,3.084599362871792,1.5100231477320838,0.26153080922016014,Iris-setosa
+7,5.108947716173027,3.095164452298888,1.510022653646298,0.26153080876087537,Iris-setosa
+8,6.220923036049593,3.054002611440189,4.933120846925944,1.6655788506675866,Iris-virginica
+9,5.1089477161730255,3.070683176609579,1.5100224611311976,0.26153080843372084,Iris-setosa
+10,5.108947716173026,3.0721958977710555,1.5100225295871288,0.26153080847136145,Iris-setosa
+11,5.1089477161888786,3.0540034840226484,4.899495293892061,1.6654274751609406,Iris-versicolor
+12,6.195507880952954,3.054000459511924,4.9298612540912465,1.6654485830690622,Iris-virginica
+13,6.202702112164154,3.0540139533751307,4.924194623953173,1.6656976602457745,Iris-virginica
+14,5.10894778067979,3.054012914779389,4.899593901135914,1.6654275079377219,Iris-versicolor
+15,5.1089477161730255,3.056202067967764,1.5100224632668722,0.2615308084065213,Iris-setosa
+16,5.1089477161730255,3.0663303759226874,1.5100224434486027,0.2615308084210662,Iris-setosa
+17,5.1089477161730255,3.06070699764621,1.5100225056230434,0.2615308084191106,Iris-setosa
+18,5.1089477161730255,3.0648617558724323,1.510022450047343,0.2615308084192256,Iris-setosa
+19,6.206803400088927,3.0540011064968846,4.9319839436285555,1.6654853112894314,Iris-virginica
+20,6.182186112479767,3.054000048951314,4.916713002319771,1.6654289364682042,Iris-virginica
+21,6.1988246241232705,3.0540047107064434,4.928179487051094,1.665530350482677,Iris-virginica
+22,6.196147851796724,3.0540033769596016,4.928329347170839,1.6655014503531667,Iris-virginica
+23,6.226013947974964,3.0540020698389907,4.933135867644408,1.6655767956303047,Iris-virginica
+24,6.184054413233474,3.0540223762010923,4.9127249062029295,1.6655378499043856,Iris-virginica
+25,6.186882453081724,3.054025847168757,4.919255484042958,1.6655776433972258,Iris-virginica
+26,6.18477336638655,3.0540662806924366,4.922341053537202,1.6656084704475855,Iris-virginica
+27,6.1959085731552275,3.0540011069169513,4.926918884822842,1.6654660528566114,Iris-virginica
+28,6.1869774380783005,3.0540001705856215,4.923851630036842,1.6654338517830025,Iris-virginica
+29,5.108947716173088,3.083905648778029,1.5100234225468485,0.26153081002214884,Iris-setosa
+30,5.1089477161730255,3.06661245334983,1.51002244432603,0.261530808421693,Iris-setosa
+31,5.1089477161730255,3.084448105244848,1.5100225059090178,0.2615308085010384,Iris-setosa
+0,6.195503310250546,3.0540003339767052,4.927731369992491,1.665445204629816,Iris-virginica
+1,5.108947716173054,3.058437633767001,1.5100230693224175,0.2615308085332707,Iris-setosa
+2,6.181689924249059,3.0540002212855764,4.914111028671059,1.6654307817818372,Iris-virginica
+3,5.108947747072391,3.0542682004929382,4.899611112481673,1.6654276935682237,Iris-setosa
+4,5.1089477161730255,3.0597806131024177,1.5100224951094185,0.2615308084162653,Iris-setosa
+5,5.108947716173047,3.101212400466182,1.5100231131277961,0.2615308097766832,Iris-setosa
+6,5.108947716173026,3.067473330191398,1.5100225743580415,0.26153080847425453,Iris-setosa
+7,5.1089477161730255,3.067540209135759,1.5100224474554258,0.2615308084235962,Iris-setosa
+8,5.1089477161730255,3.066009655789332,1.5100224396393471,0.2615308084196697,Iris-setosa
+9,5.1089477161730255,3.08066263013298,1.5100224807263563,0.26153080847262805,Iris-setosa
+10,6.190589840717413,3.0540089899220115,4.921304106492563,1.6655290627611867,Iris-virginica
+11,5.10894771617303,3.0548270867608447,1.5100226451725645,0.2615308084116471,Iris-setosa
+12,5.108947716173062,3.11271496712992,1.5100233128691163,0.26153081063733885,Iris-setosa
+13,6.213283033072706,3.0540013003123874,4.934236738727064,1.6655051635312426,Iris-virginica
+14,6.18720135090511,3.0540126379595054,4.920961573766069,1.6655154166501454,Iris-virginica
+15,6.225065023862287,3.0540052188819327,4.930161705981053,1.665715623896522,Iris-virginica
+16,6.17972406096441,3.0540123304506834,4.904837804902126,1.6654375681074345,Iris-versicolor
+17,6.189926767468868,3.054001032332966,4.925076778491851,1.6654522589385243,Iris-virginica
+18,5.108947716173026,3.061742634408046,1.5100225299421182,0.2615308084248121,Iris-setosa
+19,5.108947716173074,3.065016193879584,1.510023362040656,0.2615308088156539,Iris-setosa
+20,6.179369150158627,3.0540015866740235,4.899753141229144,1.6654275635108828,Iris-versicolor
+21,5.1089477161730255,3.0734295971174546,1.5100224590361255,0.26153080844045146,Iris-setosa
+22,6.2117282468784065,3.054004515348633,4.930880349180833,1.6655892571629833,Iris-virginica
+23,5.1089477161730255,3.0644836689569313,1.5100224911364588,0.2615308084256007,Iris-setosa
+24,5.1089477161730255,3.0571004398498705,1.510022444482295,0.2615308084066455,Iris-setosa
+25,5.108947716173026,3.0843036446643413,1.5100225930138282,0.2615308085810468,Iris-setosa
+26,5.1089477161730255,3.078405258887161,1.5100224878723651,0.26153080846566534,Iris-setosa
+27,6.1800646922171785,3.054001461277893,4.906583799271239,1.6654317804372414,Iris-virginica
+28,5.1089477161730255,3.073232085122631,1.5100224917255862,0.2615308084540801,Iris-setosa
+29,5.1089477161730255,3.0550077506794437,1.510022486719572,0.26153080840572107,Iris-setosa
+30,6.182924967988191,3.054111277247765,4.916932423937023,1.6656440357349283,Iris-virginica
+31,6.189625594712296,3.0540006637549055,4.924221546496123,1.6654459554889705,Iris-virginica
+0,5.108947716173027,3.057069465755944,1.5100226030473243,0.2615308084220772,Iris-setosa
+1,6.179509742196467,3.054029279152666,4.90307955265434,1.6654371057173551,Iris-versicolor
+2,6.218535475684846,3.05400589075508,4.929008465619973,1.665682509612583,Iris-virginica
+3,6.216270044265361,3.054000581000452,4.937369749803582,1.6654777137300898,Iris-virginica
+4,5.1089477161730255,3.078070973639339,1.5100224818491117,0.2615308084643076,Iris-setosa
+5,6.1793667406560715,3.054000184958914,4.899571786100061,1.6654274786843073,Iris-versicolor
+6,6.179424270233542,3.0540027328458335,4.901526891605043,1.6654283846617723,Iris-versicolor
+7,6.179367014248729,3.0540001113824493,4.899696823599005,1.6654274779311506,Iris-versicolor
+8,6.1799595188279355,3.05400801397604,4.9064539844941395,1.6654378265682384,Iris-versicolor
+9,5.108947716177506,3.0544050278289023,4.899497356747115,0.26153080868057793,Iris-setosa
+10,6.179393765097319,3.054101701361981,4.9011000123384,1.6654341226085874,Iris-versicolor
+11,5.108947716173314,3.0540301873282805,4.8994925650740475,1.6654274751475122,Iris-setosa
+12,5.108947716173026,3.0562508199121274,1.5100225299308407,0.2615308084100591,Iris-setosa
+13,5.108947716173027,3.089912112745277,1.510022646123795,0.2615308086732243,Iris-setosa
+14,6.20826821678896,3.0540022067427848,4.929786747700681,1.6655244089389452,Iris-virginica
+15,5.108947716382041,3.0540162279835856,4.899501368234952,1.6654274761175538,Iris-setosa
+16,6.226940785471977,3.0540041626475194,4.930255304067485,1.6656895266333875,Iris-virginica
+17,6.198778284061084,3.054004479005352,4.925034291182766,1.6655365865571978,Iris-virginica
+18,5.1089477161730255,3.0643920094494996,1.5100224394637716,0.26153080841630355,Iris-setosa
+19,5.108947716173046,3.0974640724527243,1.5100231099095998,0.2615308095646063,Iris-setosa
+20,5.1089477161730255,3.0774895605335604,1.51002247858358,0.261530808463831,Iris-setosa
+21,5.1089477161730255,3.064611768811617,1.5100225003072183,0.2615308084290754,Iris-setosa
+22,6.208963579860881,3.0540103535477265,4.928430558797958,1.6656953234224374,Iris-virginica
+23,6.1793666729434165,3.054000419483897,4.8995745609764665,1.665427480044762,Iris-versicolor

iris/lct_gan/4/13/test.csv

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

iris/lct_gan/4/13/train.csv

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

iris/lct_gan/4/13/val.csv

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

iris/lct_gan/4/14/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108948420020148,3.0542418174138786,4.899954275106033,1.6654287910834547,Iris-versicolor
+1,5.1089477161730255,3.056918354832187,1.5100224833078024,0.26153080840861814,Iris-setosa
+2,5.1089477161730255,3.0601473416896674,1.5100224461756615,0.2615308084103393,Iris-setosa
+3,5.108947716173043,3.0771891172357986,1.510023026484098,0.26153080899385683,Iris-setosa
+4,6.180718964240453,3.054028687723999,4.912593433487453,1.6654622782202448,Iris-versicolor
+5,6.18823503937719,3.0540151255196357,4.919714394507085,1.6655437749054534,Iris-virginica
+6,5.108947716173105,3.0578135137333775,1.510023285457885,0.26153080864083705,Iris-setosa
+7,6.179392349073268,3.0540038574211086,4.900474671848595,1.6654284214544237,Iris-versicolor
+8,6.17938408780868,3.0540000598567443,4.900675570440501,1.6654275141854105,Iris-versicolor
+9,5.108947716173026,3.064054163882351,1.510022557772515,0.26153080843894444,Iris-setosa
+10,5.108947717847533,3.0540134630045714,4.899523044835117,1.6654274768513306,Iris-versicolor
+11,5.1089477161730255,3.0717602685930534,1.5100224720724214,0.2615308084418147,Iris-setosa
+12,5.1089477161730255,3.076758137482266,1.5100224699789495,0.2615308084536115,Iris-setosa
+13,6.183400778736385,3.054022078216532,4.91634103317488,1.665504840885572,Iris-virginica
+14,5.108947716173032,3.0734811014068004,1.5100228058192002,0.26153080868391954,Iris-setosa
+15,5.108947716173026,3.073960657020624,1.5100225519593697,0.2615308084819323,Iris-setosa
+16,5.108947716174275,3.066783120070058,1.510025429461507,0.26153081219506136,Iris-setosa
+17,6.179369275388809,3.055110919947429,4.900280641321137,1.6654355093120496,Iris-setosa
+18,6.1825181726851115,3.0540003645905474,4.916241961781273,1.6654327057948959,Iris-virginica
+19,6.200829257788913,3.0540014561835416,4.9311713208836325,1.6654816847819152,Iris-virginica
+20,5.1089477161730255,3.071297589681693,1.5100225030731667,0.2615308084516655,Iris-setosa
+21,6.184578419933088,3.0540004261987237,4.91917279817706,1.6654360477531394,Iris-virginica
+22,6.186270791869132,3.054000651008659,4.919715878131338,1.665441314443324,Iris-virginica
+23,6.179417893114342,3.054028719972539,4.9009142767302984,1.6654338189927949,Iris-versicolor
+24,6.181344799092454,3.0540001976588793,4.91149124605957,1.6654303137643607,Iris-virginica
+25,6.180540839048996,3.054033069928311,4.907721712496201,1.6654823749984418,Iris-versicolor
+26,5.1089477161818255,3.0541413198695255,4.899497081466797,1.665427475681947,Iris-setosa
+27,6.180677295012941,3.054017323586546,4.911650318250875,1.665453514536914,Iris-versicolor
+28,6.211404387932638,3.054000825497952,4.9339884904000115,1.6654841382323076,Iris-virginica
+29,6.189708726976772,3.0540000859091236,4.926911443251247,1.6654329540487611,Iris-virginica
+30,6.182550630528512,3.0540011391380766,4.912664501277866,1.6654389551486322,Iris-virginica
+31,5.1089477161730255,3.064238342589966,1.5100224732305156,0.2615308084237038,Iris-setosa
+0,5.108947716173026,3.066348117147637,1.5100225331874828,0.26153080845230664,Iris-setosa
+1,5.108947716173027,3.0660409387850316,1.5100226144228608,0.26153080847806487,Iris-setosa
+2,6.206343942708799,3.054005994315704,4.928187003663748,1.665593135665741,Iris-virginica
+3,6.194890076203202,3.0540058145570557,4.920905940201616,1.6655382442646711,Iris-virginica
+4,6.180506834166449,3.054000248851209,4.912818598090683,1.6654294139059307,Iris-virginica
+5,6.180124381461595,3.0541429993216767,4.909078145282364,1.6655163740918697,Iris-versicolor
+6,6.1818709402041225,3.054000281145956,4.913644854857851,1.6654315733205876,Iris-virginica
+7,6.181272081629371,3.0540269583645907,4.913914130314726,1.6654761590892755,Iris-virginica
+8,6.179963293265321,3.054001475781345,4.907117131704741,1.665431201668629,Iris-versicolor
+9,6.198259205367871,3.0540041373617677,4.925535975050011,1.6655257957252483,Iris-virginica
+10,5.1089477161730255,3.0554868409282188,1.5100224566349183,0.2615308084053705,Iris-setosa
+11,6.22534916315314,3.054002737632333,4.9313017391159075,1.665606268731167,Iris-virginica
+12,6.188710055690457,3.054024174766258,4.925516079789482,1.6655713499841496,Iris-virginica
+13,5.10894771617303,3.0987067985730157,1.510022753766637,0.26153080892387026,Iris-setosa
+14,5.108947716190707,3.0598856219961728,1.5100292213530007,0.2615308197774606,Iris-setosa
+15,5.1089477161730255,3.0721581888135243,1.5100224597866754,0.261530808440699,Iris-setosa
+16,5.108947716177601,3.0540715199167954,4.899494865888793,1.6654274753659555,Iris-setosa
+17,6.179831259374038,3.054000020033598,4.908150039820762,1.6654277040265968,Iris-virginica
+18,5.1089477167794675,3.054001786008563,4.899500072530137,1.6654274755576752,Iris-versicolor
+19,5.1089477161730255,3.0646026848858656,1.5100224918660416,0.26153080842718757,Iris-setosa
+20,6.181198695572083,3.054000121817224,4.912589564182895,1.6654294934595522,Iris-virginica
+21,6.179630269167093,3.0540026592535,4.90269608815736,1.6654314662680132,Iris-versicolor
+22,6.179366633649796,3.0540011631863266,4.899553795262869,1.6654274864622611,Iris-versicolor
+23,5.108947716173026,3.084635370152847,1.5100226064484852,0.2615308085810184,Iris-setosa
+24,5.108947716173026,3.0544970177706734,1.5100225176029232,0.26153080840517406,Iris-setosa
+25,6.196463822864663,3.0540024357556463,4.928140737724715,1.6654875945530265,Iris-virginica
+26,6.179385497249023,3.0540058090481397,4.9004727526344505,1.6654282253612176,Iris-versicolor
+27,5.108947718775225,3.06821421952243,1.5100783064884977,0.26153125682762446,Iris-setosa
+28,5.1089477162152495,3.0695289006381046,1.51003433394887,0.26153084733231896,Iris-setosa
+29,6.180473186326454,3.054002853732462,4.910074782771957,1.6654353794002028,Iris-virginica
+30,5.108947716173039,3.0692179075901524,1.5100229198213182,0.26153080874405255,Iris-setosa
+31,6.17936764452254,3.0554369533925168,4.900041910848185,1.6654331152911455,Iris-setosa
+0,5.1089477161730255,3.0577154793788046,1.5100224490612983,0.2615308084074308,Iris-setosa
+1,6.205872995826582,3.054013158275362,4.924011192340059,1.6657374333980204,Iris-virginica
+2,6.1794954822267485,3.0540001171884583,4.9029454632728005,1.6654277195249643,Iris-versicolor
+3,5.108947716173026,3.0880031923587445,1.5100225375700187,0.26153080854732336,Iris-setosa
+4,5.108947716173043,3.0952631237759447,1.5100230951880143,0.2615308093706128,Iris-setosa
+5,5.108947716173033,3.0554153842004506,1.510022716969425,0.26153080842061394,Iris-setosa
+6,6.197974343800066,3.0540276990873965,4.9244268791547166,1.6657756623218989,Iris-virginica
+7,5.108947716173026,3.0563698102837167,1.5100225571682593,0.26153080841456194,Iris-setosa
+8,5.108947716173026,3.0768710856546813,1.5100226063400117,0.2615308085450732,Iris-setosa
+9,6.193839757234591,3.0540002402096276,4.928405476324286,1.6654408410274573,Iris-virginica
+10,5.108947716173101,3.0545951783523715,1.5100230965439576,0.26153080843604176,Iris-setosa
+11,5.1089477161730255,3.075771025063552,1.5100225175930961,0.2615308084759731,Iris-setosa
+12,6.195852315031347,3.054001330432492,4.926166338698353,1.665470991099882,Iris-virginica
+13,5.108947716173032,3.05874457225279,1.5100227476779446,0.26153080846701243,Iris-setosa
+14,5.1089477161730255,3.0713628876929415,1.510022514875233,0.26153080845873716,Iris-setosa
+15,5.108947716173412,3.0541924545458254,4.8994932143177685,1.6654274752167502,Iris-setosa
+16,6.199634922652434,3.054016361096856,4.925247823640312,1.6656701547915571,Iris-virginica
+17,6.185637651283371,3.0540021800520947,4.919715581093817,1.6654539757704088,Iris-virginica
+18,5.1089477161730255,3.0552605254026752,1.5100224425794895,0.26153080840471005,Iris-setosa
+19,6.229535912615841,3.0540030180794306,4.9333943590758915,1.6656343637440068,Iris-virginica
+20,6.23489640116704,3.0540015586911005,4.93483106390725,1.665582138209801,Iris-virginica
+21,6.208224846707289,3.0540002871041962,4.936143469479281,1.6654541754660435,Iris-virginica
+22,5.108947716175325,3.054053073223587,4.899493808520483,1.665427475252929,Iris-setosa
+23,5.108947725409189,3.054369109872782,4.899571335249133,1.6654276021417007,Iris-setosa
+24,5.108947716173705,3.0645017402137427,1.5100250074211854,0.2615308103018335,Iris-setosa
+25,6.219665660636545,3.054000665025914,4.93709298587445,1.6654876415301139,Iris-virginica
+26,5.1089477544447615,3.0540053060643797,4.899559315855438,1.6654274895995766,Iris-versicolor
+27,5.108947716173178,3.0540518805621426,4.899492383548679,1.6654274751491651,Iris-setosa
+28,5.108947716173148,3.075619899449353,1.510023780172132,0.2615308099306132,Iris-setosa
+29,6.212016683577687,3.0540062209268655,4.928768956449479,1.6656401438502006,Iris-virginica
+30,5.108947716173026,3.0625892538731936,1.5100225490300734,0.2615308084342972,Iris-setosa
+31,5.108947716173032,3.0643820304129434,1.510022771046751,0.2615308085458721,Iris-setosa
+0,6.179366748590031,3.0667776214172617,1.5102417161704689,0.2615377559453717,Iris-setosa
+1,5.1089477161730255,3.071518714248779,1.5100225009912538,0.26153080845378646,Iris-setosa
+2,5.108947716173027,3.0819194365394242,1.510022640419261,0.26153080858313366,Iris-setosa
+3,5.1089477227192726,3.054000641936006,4.899518869546491,1.6654274758306027,Iris-versicolor
+4,5.108947717488191,3.0540670572231963,4.8995209048916815,1.6654274838242242,Iris-setosa
+5,5.108947716173028,3.0610925811147034,1.5100226522118125,0.26153080845566634,Iris-setosa
+6,5.108947716173027,3.0554378822108443,1.5100225625661148,0.26153080841102183,Iris-setosa
+7,5.108947730641408,3.0580613435127564,1.510106532820143,0.2615312754500712,Iris-setosa
+8,5.108947716173026,3.0719295169812324,1.510022579956728,0.26153080849952165,Iris-setosa
+9,5.1089477161730255,3.0743237709540336,1.5100224713310357,0.26153080844884957,Iris-setosa
+10,6.181876342814806,3.0540002973942566,4.914925575906452,1.665431533610388,Iris-virginica
+11,5.108947716239526,3.054005929855177,4.899497572890537,1.6654274753056324,Iris-versicolor
+12,6.179534196844353,3.0540033559151967,4.902891729185132,1.6654299530939813,Iris-versicolor
+13,5.108947716173028,3.0734365132973442,1.5100226716259635,0.261530808553324,Iris-setosa
+14,5.10894771617305,3.101303663130424,1.5100231898176903,0.2615308098146417,Iris-setosa
+15,6.229447471336899,3.0540015805575584,4.935756576543959,1.6655602846497595,Iris-virginica
+16,6.179370205917378,3.054018782336178,4.900012942752434,1.6654280410991564,Iris-versicolor
+17,5.1089477161730255,3.069493606547853,1.5100224481084483,0.2615308084280036,Iris-setosa
+18,5.1089477161730255,3.062046982546199,1.5100225082369716,0.2615308084219991,Iris-setosa
+19,6.204100887931245,3.0540025238153694,4.930829386922247,1.6655143125292844,Iris-virginica
+20,6.2225227902587426,3.0540003836782033,4.937049430793643,1.665475230367808,Iris-virginica
+21,5.108947716173026,3.068672042940646,1.5100225768461673,0.2615308084646977,Iris-setosa
+22,5.108947716174767,3.094387042125027,1.5100264548027715,0.2615308230462805,Iris-setosa
+23,5.108947721576227,3.054000869001527,4.899519902970197,1.6654274757936594,Iris-versicolor

iris/lct_gan/4/14/test.csv

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

iris/lct_gan/4/14/train.csv

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

iris/lct_gan/4/14/val.csv

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

iris/lct_gan/4/15/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.17973848770141,3.054001431865368,4.903985060204803,1.6654303826408827,Iris-versicolor
+1,6.210644036667348,3.054003403114375,4.932157122757107,1.6655588635992409,Iris-virginica
+2,6.236001747042256,3.054000570032979,4.93816784272363,1.665507899940206,Iris-virginica
+3,5.108947716173283,3.078007742754482,1.5100242470544565,0.2615308109969311,Iris-setosa
+4,5.108947716173026,3.0677617619393094,1.5100226039253892,0.26153080847777527,Iris-setosa
+5,6.179456461406158,3.054196128326182,4.901556438630832,1.6654689631387865,Iris-versicolor
+6,5.1089477161730255,3.080853016659416,1.5100225093351092,0.26153080848865706,Iris-setosa
+7,5.10894771617305,3.0541343256089273,1.510022739998058,0.2615308084074944,Iris-setosa
+8,6.188963774990738,3.0540007370607585,4.922449639511634,1.6654470203098528,Iris-virginica
+9,5.108947716184749,3.059625038497733,1.5100288787816747,0.26153081504341386,Iris-setosa
+10,6.190032703048533,3.054000368183198,4.923798124199059,1.6654414054391276,Iris-virginica
+11,6.1812163554527055,3.0540002010271627,4.9110751879480095,1.665430092248946,Iris-virginica
+12,5.108947716174223,3.10729584718249,1.5100264367044554,0.26153082139649036,Iris-setosa
+13,5.1089477161730255,3.0576257332512147,1.510022509461649,0.26153080841199705,Iris-setosa
+14,5.108947716173034,3.0544478834723243,1.5100226764667108,0.26153080841020276,Iris-setosa
+15,5.1089477161730255,3.064807142038986,1.510022469000519,0.2615308084220408,Iris-setosa
+16,6.199783918069326,3.054000373021285,4.9304530403823,1.6654511260081934,Iris-virginica
+17,5.1089477161730255,3.0731575494390815,1.510022487181528,0.2615308084520732,Iris-setosa
+18,6.1822264873082,3.0540002926040968,4.913540414901878,1.6654320973625183,Iris-virginica
+19,5.1089477161730255,3.0700306118542655,1.5100224481999744,0.26153080842873516,Iris-setosa
+20,5.108947716173823,3.090385098310188,1.5100255263430702,0.26153081621501933,Iris-setosa
+21,6.206108363296555,3.0540115113916895,4.925455787426006,1.665696017755513,Iris-virginica
+22,5.1089477161730485,3.1283663916941604,1.5100231754923406,0.261530810759015,Iris-setosa
+23,5.1089477161730255,3.0728095606244015,1.51002245758403,0.26153080843799714,Iris-setosa
+24,5.108947716173027,3.0770507195820755,1.5100226421733904,0.2615308085568374,Iris-setosa
+25,5.108947716173247,3.1223285215729817,1.5100243913322753,0.26153081530209876,Iris-setosa
+26,5.108947716173026,3.07772041218605,1.5100225359794246,0.2615308084979885,Iris-setosa
+27,5.1089477161730255,3.068694826408476,1.5100224535906284,0.2615308084269838,Iris-setosa
+28,5.108947716173026,3.0681255069580353,1.510022571179266,0.2615308084615051,Iris-setosa
+29,5.108947716173029,3.0729807006586163,1.5100227262838153,0.26153080861165134,Iris-setosa
+30,6.194719278619482,3.054000270900408,4.928301019171405,1.6654429073310832,Iris-virginica
+31,5.1089477161730255,3.07083781022098,1.5100224625877063,0.26153080843580695,Iris-setosa
+0,5.108947716173026,3.090760536116283,1.5100225772069078,0.26153080859126787,Iris-setosa
+1,5.108947716256579,3.075884213112784,1.5100390046835288,0.26153088941782265,Iris-setosa
+2,6.179475745647382,3.0540001034013065,4.903614786909658,1.6654276873860823,Iris-versicolor
+3,5.1089477161730255,3.065270759528762,1.510022441868542,0.2615308084183884,Iris-setosa
+4,5.108947716173028,3.0857525328340523,1.5100226747882726,0.26153080869142137,Iris-setosa
+5,6.202133628611961,3.054001895739205,4.930934222407131,1.66549600166102,Iris-virginica
+6,5.1089477161730255,3.054467856537738,1.510022468434553,0.2615308084043416,Iris-setosa
+7,6.179382134046203,3.054000037022349,4.9005083370455775,1.6654275029271748,Iris-versicolor
+8,5.108947716541124,3.0540086834366784,4.899501923018477,1.6654274761466883,Iris-versicolor
+9,5.108947716173037,3.054808783073058,1.5100227571847016,0.26153080841563137,Iris-setosa
+10,6.179494792357705,3.0540001037747233,4.90367698109495,1.6654277230508248,Iris-versicolor
+11,6.193865149870822,3.0540014798939694,4.924720478857905,1.6654672972746838,Iris-virginica
+12,5.108947716173045,3.0597133075315037,1.5100229384698534,0.26153080855681693,Iris-setosa
+13,6.224407592879542,3.0540016900724187,4.934893463673775,1.6655511748672625,Iris-virginica
+14,5.1089477161730255,3.0707765192795047,1.510022510965937,0.26153080845592996,Iris-setosa
+15,6.198744939406599,3.0540006247805827,4.929583730371402,1.6654574802136481,Iris-virginica
+16,5.108947716173134,3.122376683686012,1.5100238919947282,0.261530813002454,Iris-setosa
+17,5.108947716173378,3.0543383151582155,1.5100233303356958,0.2615308084766844,Iris-setosa
+18,5.1089477161730255,3.0641053502141715,1.510022470082822,0.26153080842006404,Iris-setosa
+19,5.108947719549604,3.058403667451276,1.510059535745263,0.26153111702652965,Iris-setosa
+20,6.179366725962579,3.069946775711865,1.5102278532924036,0.261539388583425,Iris-setosa
+21,5.1089477161730255,3.0584182588843367,1.5100224915575249,0.26153080841181653,Iris-setosa
+22,5.108947716173161,3.054090598003467,4.8994923050783346,1.6654274751633098,Iris-setosa
+23,6.204262898276839,3.054012063048153,4.925038595100119,1.6656872601609787,Iris-virginica
+24,6.179472483690679,3.0540006457121347,4.9025145612973535,1.6654281307695573,Iris-versicolor
+25,5.108947716173027,3.0620503826793293,1.5100226141812334,0.26153080844238036,Iris-setosa
+26,5.1089477161730255,3.0654629386916756,1.5100224543799117,0.26153080842153087,Iris-setosa
+27,6.183559977709577,3.0540012378381123,4.916135644235492,1.6654413499389997,Iris-virginica
+28,6.206035318508155,3.0540102170896453,4.926844281504243,1.6656678070332387,Iris-virginica
+29,6.1793705785204915,3.054000848817792,4.899969685246551,1.665427536060395,Iris-versicolor
+30,5.1089477161730255,3.069375284490784,1.5100224596728944,0.26153080843071075,Iris-setosa
+31,5.1089477161730255,3.069093202233907,1.510022448527164,0.26153080842722104,Iris-setosa
+0,5.108947716585844,3.054006791850385,4.899507353174601,1.6654274755156417,Iris-versicolor
+1,6.187934055555999,3.0540003139204885,4.921784696005705,1.6654381883713059,Iris-virginica
+2,5.1089477161766315,3.0541101249032847,4.899495768513547,1.6654274752951448,Iris-setosa
+3,6.189696861695458,3.0540014382415372,4.922530325846005,1.6654583113200163,Iris-virginica
+4,5.108947716173026,3.0847398501906675,1.5100225296653709,0.26153080851789345,Iris-setosa
+5,5.1089477168311,3.057179870066919,1.5100453122099584,0.26153086766162015,Iris-setosa
+6,6.2004851541731405,3.0540042415072426,4.9279723549704615,1.6655324884945457,Iris-virginica
+7,5.108947716173028,3.05873651142581,1.5100226681413094,0.2615308084416973,Iris-setosa
+8,5.10894771617365,3.066239630844999,1.5100248540333951,0.2615308106931369,Iris-setosa
+9,6.187256197242478,3.054000359546554,4.9192657537244315,1.6654388406372027,Iris-virginica
+10,5.108947716173026,3.060327347506623,1.5100225253286823,0.2615308084216217,Iris-setosa
+11,6.179386054109477,3.0540011943084986,4.900519656031638,1.6654277306806136,Iris-versicolor
+12,6.179484449692502,3.0540001441255753,4.9020361804145205,1.665427801980925,Iris-versicolor
+13,6.228878540196092,3.0540011911281764,4.93568495610742,1.665537024020172,Iris-virginica
+14,6.180173675992075,3.0540000757578634,4.910860582246996,1.6654282143924826,Iris-virginica
+15,6.213120676926565,3.054007531530836,4.927516430515105,1.665684389996038,Iris-virginica
+16,5.1089477161730255,3.056964409973516,1.510022448863368,0.26153080840649967,Iris-setosa
+17,5.108947716173026,3.0568361511400677,1.510022538454385,0.26153080841248955,Iris-setosa
+18,5.1089477161730255,3.0778357027797267,1.5100224828073003,0.261530808466684,Iris-setosa
+19,6.179367580889936,3.0540001393139944,4.899711253564555,1.6654274829004294,Iris-versicolor
+20,5.108947716173028,3.074786672033184,1.510022698969955,0.2615308085682284,Iris-setosa
+21,6.18511572217576,3.0540002221660703,4.918761496574234,1.6654339589924965,Iris-virginica
+22,6.179762811127225,3.0540016065444036,4.905408042684339,1.6654302389414248,Iris-versicolor
+23,5.1089477161730255,3.06407041110941,1.510022434980464,0.2615308084159186,Iris-setosa
+24,5.1089477161730255,3.059910530144731,1.5100224504668525,0.2615308084110606,Iris-setosa
+25,6.185423422963448,3.0540257530785477,4.918090885905063,1.6655492629023578,Iris-virginica
+26,5.1089477161730255,3.064039808301328,1.510022438578255,0.2615308084159114,Iris-setosa
+27,5.108947716175834,3.054793138003217,1.510024775610426,0.2615308089449684,Iris-setosa
+28,6.197349911671258,3.0540003081559215,4.92913039795926,1.6654465587768568,Iris-virginica
+29,5.10894771617303,3.055784285463916,1.5100226794999922,0.26153080841905085,Iris-setosa
+30,6.1804091095197125,3.0540000623851036,4.910975304391284,1.6654283157989909,Iris-virginica
+31,5.1089477161730255,3.0661683504025423,1.510022441499931,0.26153080842014587,Iris-setosa
+0,6.1816608541704055,3.0540021897846703,4.910807413312296,1.6654412632907434,Iris-virginica
+1,5.108947820810342,3.0540024958301863,4.899609224534635,1.6654274877433222,Iris-versicolor
+2,5.108947751197681,3.0666634215386397,1.510147738395452,0.26153345022000574,Iris-setosa
+3,6.179368540348009,3.054000282606707,4.899836247149091,1.6654274906683966,Iris-versicolor
+4,5.108947716173069,3.0541871862864607,1.5100228332172287,0.26153080841153725,Iris-setosa
+5,6.188915996649254,3.0540013792023757,4.92123363043216,1.66545594021016,Iris-virginica
+6,6.1795238300175575,3.0540002821195773,4.902681415285468,1.665428083325047,Iris-versicolor
+7,6.182838311486272,3.0540005130920864,4.916001581821834,1.665434741480893,Iris-virginica
+8,6.179385825206159,3.0540324289162557,4.9006723205178,1.665429687452715,Iris-versicolor
+9,5.1089477161730255,3.0650872964268174,1.5100224438712504,0.26153080841855525,Iris-setosa
+10,5.108947716175115,3.0553408752816797,1.510025011153993,0.26153080899678277,Iris-setosa
+11,6.232005854383791,3.0540013476027523,4.935671354915638,1.6655559587049018,Iris-virginica
+12,6.180502486474021,3.054000319133196,4.907802222171415,1.6654300740305488,Iris-virginica
+13,6.179382504347402,3.0541246097425945,4.900850425974564,1.6654330178074763,Iris-versicolor
+14,6.19736683916584,3.0540006420180537,4.929128647001238,1.6654565956176337,Iris-virginica
+15,5.108947716202721,3.056420235932344,1.5100297499737843,0.2615308142652925,Iris-setosa
+16,5.108947716231093,3.0558292512988627,1.5100302235458563,0.261530816839607,Iris-setosa
+17,5.1089477161730255,3.084263406535812,1.5100225047882379,0.2615308084999908,Iris-setosa
+18,5.1089477368885,3.054015995499156,4.899550757962607,1.6654274954818125,Iris-versicolor
+19,5.108947718725829,3.054058155827452,4.899523337466541,1.665427491925492,Iris-setosa
+20,6.203609357550262,3.0540025546906113,4.9288299929701145,1.6655177623501893,Iris-virginica
+21,5.10894771617306,3.054453750895478,1.510022897891823,0.2615308084176724,Iris-setosa
+22,6.194361946738382,3.0540002498966587,4.93027434886269,1.665440996153166,Iris-virginica
+23,5.108947716184883,3.0540144096073902,4.899495983882926,1.6654274752100262,Iris-setosa

iris/lct_gan/4/15/test.csv

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

iris/lct_gan/4/15/train.csv

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

iris/lct_gan/4/15/val.csv

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

iris/lct_gan/4/16/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947741670268,3.05400080297958,4.899542057541842,1.6654274777519955,Iris-versicolor
+1,5.108947716173298,3.0540813586269233,4.899492773706132,1.6654274751609894,Iris-setosa
+2,6.1801647850486425,3.054078260402513,4.908318152114536,1.6654885253646303,Iris-versicolor
+3,6.180300860701702,3.0540005715140697,4.909078491565579,1.665430393260631,Iris-virginica
+4,6.196064833172348,3.054004783825748,4.922854360951677,1.6655277098631298,Iris-virginica
+5,5.108947716173026,3.069934387442719,1.5100225488792034,0.26153080846499577,Iris-setosa
+6,5.1089477908662815,3.0540011980868385,4.899581438598144,1.6654274805146851,Iris-versicolor
+7,5.108947716173029,3.1132739090907036,1.5100227575182739,0.26153080911430276,Iris-setosa
+8,6.179390104585985,3.0540067989527047,4.900499454451164,1.6654285346834146,Iris-versicolor
+9,5.10894771617303,3.059806930326034,1.5100227327254843,0.2615308084601116,Iris-setosa
+10,5.108947717035464,3.055578620474678,1.5100448726092373,0.2615308530722299,Iris-setosa
+11,6.181895742678732,3.054000087590661,4.918218519801411,1.6654293042695607,Iris-virginica
+12,5.108947716174262,3.106376423493632,1.5100260500835978,0.26153082473281597,Iris-setosa
+13,5.1089477161730255,3.0714702655714983,1.5100224709005803,0.2615308084400826,Iris-setosa
+14,6.207348911608729,3.0540006177113277,4.9313047626452065,1.665471059793995,Iris-virginica
+15,5.1089477163090296,3.098004880370147,1.510044153045537,0.261531022050228,Iris-setosa
+16,5.108947716173027,3.0563006837016347,1.510022579405246,0.2615308084150268,Iris-setosa
+17,5.108947716175458,3.1140239217903187,1.510027397225094,0.2615308322037915,Iris-setosa
+18,5.1089477161732475,3.0547615396157886,1.5100233221345212,0.2615308085120528,Iris-setosa
+19,5.1089477161730406,3.0980057400628986,1.5100230232876564,0.26153080951770774,Iris-setosa
+20,6.189013598854013,3.054000684758139,4.9223301022327846,1.6654457988450453,Iris-virginica
+21,6.205784300774657,3.0540030998127046,4.930129178809076,1.6655338467262735,Iris-virginica
+22,6.179388404588321,3.0540001219699713,4.900379047849015,1.6654275580211637,Iris-versicolor
+23,5.108947716324724,3.0540330532820774,4.899504519727331,1.6654274760431063,Iris-setosa
+24,6.218211318346669,3.054001461271015,4.936327538941389,1.6655209556960793,Iris-virginica
+25,5.10894771617304,3.0573955038295275,1.5100228430383038,0.261530808484289,Iris-setosa
+26,6.182565290798531,3.054000188773893,4.915799638517698,1.6654311709267389,Iris-virginica
+27,6.227998182196972,3.054001258911406,4.935142127853357,1.6655399063563328,Iris-virginica
+28,6.217599962498271,3.0540017755675244,4.932567594218226,1.6655365301744973,Iris-virginica
+29,6.179534889186201,3.054002416226822,4.903196668686549,1.6654294196350865,Iris-versicolor
+30,6.18010533576436,3.05406539867474,4.906814634164423,1.665489278278873,Iris-versicolor
+31,5.1089477161730255,3.0600305579030556,1.510022508248049,0.2615308084182215,Iris-setosa
+0,5.1089477161730255,3.070845763183889,1.5100224529999506,0.26153080843325105,Iris-setosa
+1,5.108947716191972,3.0566814867391088,1.5100290437901795,0.26153081334207073,Iris-setosa
+2,6.2246334898764335,3.054002944880928,4.933637082505041,1.6656059983389033,Iris-virginica
+3,6.179395077138283,3.0540000322057232,4.901188574075484,1.665427515934706,Iris-versicolor
+4,5.1089477161730255,3.061080848884502,1.5100224639027346,0.26153080841479565,Iris-setosa
+5,5.108947890738376,3.0542720713742586,4.899714047060767,1.665428220353981,Iris-setosa
+6,5.1089477161730255,3.0670100853961384,1.5100224899645678,0.26153080843168053,Iris-setosa
+7,5.1089477161730255,3.0550619077004963,1.5100224441055072,0.2615308084044897,Iris-setosa
+8,5.1089477161730255,3.0790418034129394,1.510022471428313,0.2615308084632787,Iris-setosa
+9,5.10894771617432,3.0545142756196895,1.5100239014562755,0.2615308086864755,Iris-setosa
+10,6.215683731069574,3.0540070963783554,4.928629830327754,1.6656891835451644,Iris-virginica
+11,5.1089477161730255,3.06828986765484,1.510022447880174,0.26153080842580345,Iris-setosa
+12,5.108947716173028,3.061818510342936,1.5100226447057634,0.26153080845900356,Iris-setosa
+13,5.108947716397242,3.064437552236487,1.510043474538721,0.2615308851042689,Iris-setosa
+14,5.108947716173655,3.072264465512601,1.5100249495804698,0.2615308116713435,Iris-setosa
+15,5.108947717316019,3.067887460610963,1.510058914212375,0.2615311208265407,Iris-setosa
+16,5.1089477161730255,3.086203745955568,1.5100225130007523,0.2615308085204477,Iris-setosa
+17,6.208647035712195,3.0540010150379135,4.934648867344884,1.665484210635138,Iris-virginica
+18,6.1793948944829555,3.054000617185483,4.900862435572862,1.6654276971121558,Iris-versicolor
+19,6.179367315468319,3.05400063292226,4.899632298902752,1.6654274970080893,Iris-versicolor
+20,5.108947746206092,3.062033565543592,1.5101406247793998,0.26153225975729566,Iris-setosa
+21,6.185616000404283,3.0540001191045394,4.9212674630058775,1.6654320139303158,Iris-virginica
+22,6.202944444447589,3.054000472478423,4.930911413052177,1.6654580875830354,Iris-virginica
+23,5.108947716242875,3.054006828857126,4.899497687151739,1.6654274753501819,Iris-versicolor
+24,5.108947754572574,3.054468136762962,4.8996494523799345,1.665427819088589,Iris-setosa
+25,6.179374714894976,3.05419898586882,4.900242248684059,1.66543476250811,Iris-versicolor
+26,6.23260381603837,3.0540006260754198,4.938024395487642,1.6655053920506848,Iris-virginica
+27,6.17943967238866,3.0540488686157836,4.90116457481167,1.6654393652717634,Iris-versicolor
+28,5.108947720758139,3.054010764915494,4.899520480477338,1.6654274807075768,Iris-versicolor
+29,5.108947716177936,3.1050128735137696,1.5100289387962607,0.2615308383219345,Iris-setosa
+30,5.1089477161730255,3.0588642100100487,1.5100224568321985,0.26153080840968573,Iris-setosa
+31,5.1089477161730255,3.077925832066259,1.510022513958047,0.2615308084832875,Iris-setosa
+0,6.192847127000194,3.0540040105890967,4.926346040145537,1.6654960656650712,Iris-virginica
+1,5.1089477161730255,3.070710884796749,1.5100224517874445,0.26153080843178544,Iris-setosa
+2,6.1802968011183,3.05400026426763,4.909562017841798,1.665429249525554,Iris-virginica
+3,6.179366669273527,3.0540467888616485,4.8995837266175934,1.6654277135117153,Iris-versicolor
+4,5.108947716173035,3.0672844843502864,1.5100229029132597,0.26153080863121697,Iris-setosa
+5,6.179367952443368,3.055622973436433,4.8999406037586795,1.6654392489704952,Iris-setosa
+6,5.108947716894728,3.054000847854242,4.89950272612818,1.6654274752896372,Iris-versicolor
+7,5.1089477161730255,3.0610199467366583,1.5100224607350619,0.2615308084135128,Iris-setosa
+8,6.179416502346673,3.054000440101898,4.9015408754280525,1.6654277762304153,Iris-versicolor
+9,6.195759574949621,3.054001596123017,4.924922006309511,1.665477117419945,Iris-virginica
+10,6.179366863572595,3.054013315131683,4.899623676106246,1.6654275811614052,Iris-versicolor
+11,6.214541150283705,3.0540074162224955,4.928649988231987,1.6656862381098285,Iris-virginica
+12,6.1833712047719525,3.0540284883496636,4.913174159820891,1.6655351374810103,Iris-virginica
+13,5.108947717709046,3.0541006932052017,4.899525784917705,1.6654274875894668,Iris-setosa
+14,5.108947716173026,3.06724897292198,1.5100225375563783,0.2615308084455341,Iris-setosa
+15,5.108947716267759,3.069883765384886,1.5100388232202635,0.2615308730436606,Iris-setosa
+16,6.228980501160987,3.0540026925892017,4.933664494378224,1.6656171713662904,Iris-virginica
+17,6.19471226639788,3.0540056923464554,4.918996747164681,1.6655423544157029,Iris-virginica
+18,5.108947716173107,3.0542204405307745,1.5100230278006828,0.2615308084148795,Iris-setosa
+19,5.1089477161730255,3.0552309565602664,1.5100224731884315,0.2615308084054095,Iris-setosa
+20,5.1089477161730255,3.0701690545855107,1.510022453836238,0.2615308084312175,Iris-setosa
+21,5.108947719328438,3.0669204962349217,1.5100741721347015,0.26153137330348825,Iris-setosa
+22,6.179370086933377,3.054412998249289,4.900194985959408,1.665432983476749,Iris-setosa
+23,5.108947716173463,3.0670885251151243,1.5100244441050945,0.26153081051868965,Iris-setosa
+24,5.108947716173026,3.055035225630682,1.510022523420682,0.2615308084074298,Iris-setosa
+25,5.108947716173133,3.065728784990874,1.5100235898849572,0.2615308091953374,Iris-setosa
+26,5.1089477161730255,3.059663752040053,1.510022466899652,0.26153080841188675,Iris-setosa
+27,5.108947716173026,3.0553774036709695,1.5100225437092347,0.261530808408691,Iris-setosa
+28,5.1089477161730255,3.06772194721751,1.5100224502387656,0.26153080842487625,Iris-setosa
+29,5.108947716173026,3.062640209987667,1.5100225939122225,0.26153080845111515,Iris-setosa
+30,6.194698709064287,3.0540064904353295,4.925058901523113,1.6655323405919145,Iris-virginica
+31,6.18645045198626,3.0540039985210488,4.916644844715392,1.6654746387859591,Iris-virginica
+0,5.1089477162285615,3.0541142322655146,4.899500978950302,1.6654274768882187,Iris-setosa
+1,5.108947716175356,3.139266323398465,1.5100279149951294,0.26153084003242943,Iris-setosa
+2,5.1089477161730255,3.0679488561966872,1.5100224793731571,0.2615308084318279,Iris-setosa
+3,6.226791550225672,3.0540030031356706,4.930772709036404,1.66562650546884,Iris-virginica
+4,6.204157482095175,3.0540044914483646,4.926562636779623,1.6655564403921006,Iris-virginica
+5,6.179369608164748,3.0540317207941583,4.89997564768854,1.66542825709187,Iris-versicolor
+6,6.179393638063766,3.0540000997270558,4.900883428797416,1.6654275582418319,Iris-versicolor
+7,5.1089477161730255,3.0545525158480222,1.5100224794232806,0.26153080840463344,Iris-setosa
+8,6.179390168971511,3.0540780260409015,4.901222933695383,1.6654317045519125,Iris-versicolor
+9,6.218198267164685,3.054001236221912,4.936265333030931,1.6655131653822035,Iris-virginica
+10,6.179373396524939,3.054098659886952,4.90023361778986,1.6654308340941886,Iris-versicolor
+11,6.232209056825344,3.0540014172434136,4.935819651680006,1.665559882400484,Iris-virginica
+12,6.198054006207024,3.0540005720288113,4.928258896124122,1.6654556148403026,Iris-virginica
+13,5.1089477161730255,3.0682879212718124,1.510022445477973,0.261530808425146,Iris-setosa
+14,5.108947716173026,3.0545373513870797,1.5100225172770403,0.2615308084053026,Iris-setosa
+15,6.184028361763537,3.054000907368104,4.9158192132903755,1.665440675614359,Iris-virginica
+16,6.190967267375135,3.054000288252624,4.926336287934695,1.665439672986979,Iris-virginica
+17,5.1089477161730255,3.066850405517078,1.5100224521744907,0.26153080842363186,Iris-setosa
+18,5.1089477161730255,3.076991980350359,1.5100224759218541,0.2615308084620901,Iris-setosa
+19,5.1089477161730255,3.054781741489877,1.5100224701177545,0.2615308084047191,Iris-setosa
+20,5.1089477161730255,3.056956166421578,1.5100224637547215,0.2615308084078299,Iris-setosa
+21,5.108947716201073,3.0540066379348256,4.899496545617581,1.665427475218933,Iris-versicolor
+22,5.108947716173026,3.0737057146521503,1.5100225669046285,0.26153080849386184,Iris-setosa
+23,5.1089477161730255,3.073321597813051,1.5100224643834013,0.2615308084439631,Iris-setosa

iris/lct_gan/4/16/test.csv

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

iris/lct_gan/4/16/train.csv

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

iris/lct_gan/4/16/val.csv

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

iris/lct_gan/4/17/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.2280134476179505,3.054000882548307,4.935952224215991,1.6655170877905676,Iris-virginica
+1,6.184212458724796,3.054000402451153,4.92134732388861,1.6654347804949117,Iris-virginica
+2,5.108947716173036,3.0602770462236606,1.5100228787287766,0.2615308085083839,Iris-setosa
+3,6.180516916936569,3.054000056177145,4.911614495525762,1.665428303011194,Iris-virginica
+4,5.108947716173028,3.0544503631888524,1.5100225758223333,0.261530808406253,Iris-setosa
+5,6.183218095653175,3.054003620009469,4.916347922882027,1.665451800685704,Iris-virginica
+6,5.1089477161730255,3.0646506634689827,1.510022484728241,0.2615308084253169,Iris-setosa
+7,6.201960376959834,3.054017532705248,4.921625169659663,1.6657667068271444,Iris-virginica
+8,6.185979952692656,3.0540030769101802,4.920189024509529,1.6654606068695343,Iris-virginica
+9,6.225691642342949,3.0540031800873897,4.932229249720788,1.6656257857864898,Iris-virginica
+10,6.182312036864916,3.054000651576363,4.91540049200293,1.6654344619992447,Iris-virginica
+11,6.202977373583673,3.0540020628706994,4.929371758142521,1.6655042282334926,Iris-virginica
+12,5.1089477161730255,3.063610213876658,1.5100224649135034,0.2615308084198362,Iris-setosa
+13,6.197912642106265,3.0540057507910388,4.925622842891545,1.6655431864811123,Iris-virginica
+14,5.1089477161730255,3.0598314987832618,1.5100224380557608,0.26153080840943455,Iris-setosa
+15,5.108947716173033,3.1165830757802837,1.5100228635202857,0.26153080938923995,Iris-setosa
+16,5.10894771617303,3.0550398436618766,1.5100226512838117,0.26153080841264514,Iris-setosa
+17,6.179383849547919,3.0540656592540123,4.900341729285935,1.6654337746028884,Iris-versicolor
+18,5.108947716173263,3.1286268303005635,1.510024515482139,0.2615308160240147,Iris-setosa
+19,5.108947765360194,3.054051798846556,4.899590256728576,1.6654275684379545,Iris-versicolor
+20,5.10894771658057,3.06516721565449,1.510048894604321,0.26153093412205236,Iris-setosa
+21,5.108947716173169,3.054164946930992,4.8994926074998135,0.26153080841976817,Iris-setosa
+22,5.108947716190956,3.055440665446004,1.510028421044629,0.26153081078492735,Iris-setosa
+23,5.108947716173029,3.0563575677115633,1.5100226600341302,0.26153080842510884,Iris-setosa
+24,6.204944133723134,3.054007416399366,4.92579037987054,1.6656236514004978,Iris-virginica
+25,5.108947797711761,3.0540001222368485,4.899586461610116,1.6654274762173988,Iris-versicolor
+26,6.211221342316594,3.0540003854021713,4.936149866729484,1.6654620726508813,Iris-virginica
+27,5.108947716407745,3.0814981516730646,1.5100481317256484,0.2615309941814828,Iris-setosa
+28,5.108947716608324,3.0807712766218143,1.5100508298230657,0.26153112230728015,Iris-setosa
+29,5.108947716180704,3.0564065549042474,1.510027466150808,0.2615308105588908,Iris-setosa
+30,5.1089477161730255,3.0692111701104414,1.5100224586767852,0.2615308084320372,Iris-setosa
+31,6.186863854450218,3.054015058823077,4.92076349351307,1.6655233653428232,Iris-virginica
+0,5.108947925347212,3.0541840666049485,4.899741823562165,1.665427987456225,Iris-versicolor
+1,6.180995397791367,3.0540003907555646,4.9118370774659095,1.665430962274743,Iris-virginica
+2,6.185122873484478,3.0540069548767232,4.918304862355537,1.665476586882183,Iris-virginica
+3,5.108947716173026,3.0562370968250927,1.5100225566400076,0.26153080841359994,Iris-setosa
+4,5.1089477161730255,3.0676365607303158,1.510022492594812,0.2615308084368271,Iris-setosa
+5,6.208941080515529,3.0540062772266032,4.926915861293542,1.6656296204855985,Iris-virginica
+6,6.180230238434381,3.054001838728056,4.909257512953175,1.6654328758590253,Iris-virginica
+7,6.222774599987044,3.054001407016486,4.934403404917114,1.665535658230817,Iris-virginica
+8,6.182302737200573,3.0540008936603718,4.913170131054084,1.6654371154312317,Iris-virginica
+9,5.108947716173027,3.082939891835627,1.5100226494216087,0.2615308086179181,Iris-setosa
+10,5.108947716199452,3.0540085466767386,4.89949641014841,1.6654274752490097,Iris-versicolor
+11,5.108947716173287,3.0715514968770594,1.510024194613309,0.261530810374524,Iris-setosa
+12,5.1089477161730255,3.0596447816476577,1.5100224570789207,0.2615308084108834,Iris-setosa
+13,5.10894771617303,3.067943606275221,1.510022754182327,0.26153080853358124,Iris-setosa
+14,5.1089477219069375,3.054000435004008,4.899519012077479,1.6654274755586709,Iris-versicolor
+15,6.179369385389657,3.055021589076391,4.90030283148965,1.6654353944835947,Iris-setosa
+16,5.1089477161730255,3.0640246598388807,1.5100224480230862,0.2615308084170023,Iris-setosa
+17,6.188728479330153,3.0540108023184236,4.920781665955975,1.6655214282835384,Iris-virginica
+18,6.179366738230585,3.0540667251349243,4.899596639682628,1.6654278958185054,Iris-setosa
+19,5.10894771617303,3.1045848334586723,1.510022771485096,0.2615308090914709,Iris-setosa
+20,6.205693358019168,3.0540086297428273,4.92584103258476,1.6656428562863206,Iris-virginica
+21,6.195743808954461,3.0540069899850573,4.923871254836892,1.6655451761124223,Iris-virginica
+22,5.1089477161730255,3.0795532803523806,1.510022475956593,0.26153080846634486,Iris-setosa
+23,5.1089477161730255,3.0629243577610237,1.5100224450231872,0.2615308084143741,Iris-setosa
+24,5.1089477161730255,3.0611449853445887,1.5100224488280791,0.2615308084123212,Iris-setosa
+25,5.1089477161730725,3.0587577534033596,1.5100231228086407,0.2615308086333838,Iris-setosa
+26,5.108947716173134,3.0606329324593013,1.5100235827917226,0.26153080883944835,Iris-setosa
+27,6.179388359198186,3.0540173986565313,4.90042347283938,1.6654298348740333,Iris-versicolor
+28,5.108947716173026,3.0560369534298903,1.5100225422222378,0.26153080840985793,Iris-setosa
+29,5.1089477161752725,3.0972233101849183,1.510027080256908,0.26153082532539834,Iris-setosa
+30,5.108947716173122,3.077912518097989,1.5100237622767596,0.261530809785032,Iris-setosa
+31,5.108947790687982,3.0556906179943413,4.89972343337317,1.6654292054060749,Iris-setosa
+0,6.180591414906457,3.0540002424558783,4.909952307166676,1.6654296421895953,Iris-virginica
+1,6.187422369743864,3.0540009385954154,4.920909187290735,1.665446542149759,Iris-virginica
+2,5.108947716173242,3.062416883866577,1.510024036691738,0.261530809156837,Iris-setosa
+3,5.108947716173026,3.0885387584042583,1.5100225902965403,0.26153080861852795,Iris-setosa
+4,5.108947730937101,3.054060738377079,4.899550380351214,1.665427526345946,Iris-setosa
+5,6.179837733548114,3.054000439848482,4.906147759914603,1.6654289901634587,Iris-virginica
+6,6.179781841442959,3.0540008542799355,4.9045487596439905,1.6654299157636614,Iris-versicolor
+7,6.180028731225985,3.0540013517010305,4.906928551180691,1.6654311781099893,Iris-virginica
+8,5.10894771617304,3.0689496866714623,1.5100229477277065,0.2615308087247502,Iris-setosa
+9,5.1089477161730255,3.071641524739166,1.51002248732901,0.26153080844527,Iris-setosa
+10,6.179375722965422,3.0540001745034187,4.900207526463421,1.6654275250843231,Iris-versicolor
+11,6.184998803942793,3.054007488501863,4.920023615257202,1.6654768520268028,Iris-virginica
+12,5.108947729986332,3.05477869956206,4.899627042205792,1.6654277079135662,Iris-setosa
+13,5.1089477161730255,3.0706052359631646,1.5100225216748793,0.26153080845916515,Iris-setosa
+14,5.108947716177166,3.063185691478232,1.5100274263217899,0.2615308136007421,Iris-setosa
+15,6.179367064685791,3.054248241338166,4.899724478818223,1.6654289022653226,Iris-setosa
+16,5.108947716173026,3.095854688983768,1.5100225911762055,0.26153080867137296,Iris-setosa
+17,5.108947716343381,3.054023216666092,4.8995006639708345,1.665427476507953,Iris-setosa
+18,6.183469983116882,3.054011938919101,4.9154596055964515,1.665483200283653,Iris-virginica
+19,6.180173829894234,3.0541224755281715,4.908159994486126,1.6655200109289925,Iris-versicolor
+20,5.1089477161730255,3.064291304654193,1.510022450182866,0.26153080841829174,Iris-setosa
+21,5.108947716173105,3.0926571181409264,1.5100235841873244,0.261530810847645,Iris-setosa
+22,5.108947716173026,3.056724337351557,1.510022547475537,0.2615308084138496,Iris-setosa
+23,5.108947716498669,3.0541154626026614,4.899509883715661,1.6654274810142013,Iris-setosa
+24,5.1089477161730255,3.0712266199521596,1.510022459843319,0.2615308084343371,Iris-setosa
+25,6.1803648483567395,3.054000961216618,4.908553022809626,1.6654315881833364,Iris-virginica
+26,6.198261641309637,3.054011242663026,4.926988995058086,1.6656005241190557,Iris-virginica
+27,5.1089477161730406,3.0642873732502616,1.5100229181694107,0.26153080865287504,Iris-setosa
+28,5.1089477161730255,3.067568205497091,1.5100224569460983,0.26153080842609777,Iris-setosa
+29,6.203841861010855,3.0540002725729365,4.933365934148424,1.6654502152806965,Iris-virginica
+30,5.1089477161730255,3.0740714962089486,1.5100224626880718,0.2615308084434914,Iris-setosa
+31,5.108947716173029,3.0560783114531205,1.5100226392127998,0.26153080842021,Iris-setosa
+0,5.108947716180717,3.0540133392552007,4.899494857109805,1.665427475199873,Iris-setosa
+1,5.108947716557697,3.054009922635413,4.899504218115774,1.665427476012971,Iris-versicolor
+2,5.1089477161730255,3.067504333867449,1.5100224734362977,0.26153080842939136,Iris-setosa
+3,5.108947716726883,3.0540032950789358,4.89950396273236,1.6654274755556375,Iris-versicolor
+4,6.221158841347679,3.0540047504880805,4.9310368566876415,1.6656551984135919,Iris-virginica
+5,5.1089477161730255,3.065901545401034,1.510022510637616,0.26153080843513027,Iris-setosa
+6,5.108947716173038,3.05426314074227,1.5100226780649817,0.26153080840871656,Iris-setosa
+7,6.204898708359172,3.0540002303196867,4.93544604413868,1.665448530535271,Iris-virginica
+8,5.108947716173739,3.0549667523708184,1.5100240909810851,0.26153080863396244,Iris-setosa
+9,5.108947716173026,3.0549790367000518,1.5100225227197428,0.2615308084076168,Iris-setosa
+10,5.1089477161730255,3.0652718808321358,1.5100224674694127,0.2615308084231985,Iris-setosa
+11,6.179682578406448,3.0540001182035823,4.905030994979505,1.6654280250811175,Iris-virginica
+12,6.18055491255614,3.054000939870158,4.908878819035129,1.6654321944291957,Iris-virginica
+13,5.108947716174056,3.1323450883866517,1.5100263179579607,0.2615308258421215,Iris-setosa
+14,5.108947718895264,3.054008080813309,4.899514094158408,1.6654274786573366,Iris-versicolor
+15,6.2091229660265075,3.0540002844632546,4.936590126363961,1.665454255745119,Iris-virginica
+16,5.108947716173028,3.0695750085040356,1.5100226797267162,0.2615308085158638,Iris-setosa
+17,5.108947716173215,3.1248993635205817,1.5100242730106728,0.2615308152080998,Iris-setosa
+18,6.213455916614572,3.054003006052456,4.9314627709731775,1.6655620095474672,Iris-virginica
+19,6.20559018396364,3.054000963542264,4.931166652704476,1.6654793671425878,Iris-virginica
+20,5.108947716679366,3.058834480981444,1.5100454435263728,0.2615308763158006,Iris-setosa
+21,6.179620008747169,3.0540003750051783,4.903699589167898,1.6654284750822705,Iris-versicolor
+22,5.1089477161730255,3.0788888392797844,1.5100224901336794,0.2615308084711577,Iris-setosa
+23,5.108947716178762,3.0912352088684667,1.510028906709718,0.2615308335277677,Iris-setosa

iris/lct_gan/4/17/test.csv

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

iris/lct_gan/4/17/train.csv

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

iris/lct_gan/4/17/val.csv

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

iris/lct_gan/4/18/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179379711181982,3.0540001806960726,4.900507371869052,1.6654275344786913,Iris-versicolor
+1,5.108947716173026,3.057294184852976,1.5100225184392666,0.26153080841215604,Iris-setosa
+2,5.108947716350113,3.0540034834381906,4.899498038042197,1.665427475436238,Iris-versicolor
+3,5.108947718750639,3.077245322466782,1.5100758776653462,0.26153163033263255,Iris-setosa
+4,6.180917080067489,3.0540002821817276,4.911570863058863,1.6654302728113504,Iris-virginica
+5,5.10894771665337,3.055924711606154,1.510040442018541,0.26153084306695185,Iris-setosa
+6,6.198786598612171,3.054035366114926,4.924710987727411,1.665851181443573,Iris-virginica
+7,6.179366812231464,3.0540003014081774,4.8996028603591695,1.6654274799239306,Iris-versicolor
+8,6.22430047000485,3.0540009481635018,4.936634794553798,1.6655119641401017,Iris-virginica
+9,5.1089477161730255,3.0610205995557798,1.5100224580562884,0.26153080841298104,Iris-setosa
+10,5.108947716173028,3.105189606380605,1.5100226773758576,0.2615308088637395,Iris-setosa
+11,5.108947716173067,3.064790040753865,1.5100233051464453,0.2615308087519386,Iris-setosa
+12,5.108947716173026,3.0571416553959314,1.5100225200995885,0.261530808412174,Iris-setosa
+13,5.108947716173026,3.061604726972381,1.510022567962545,0.2615308084334111,Iris-setosa
+14,6.179478354108152,3.0540088085876467,4.902968022100055,1.665430146255152,Iris-versicolor
+15,6.179488477434455,3.0540001595065975,4.9020277064421185,1.6654278405555492,Iris-versicolor
+16,5.1089477161730255,3.069471372059851,1.5100224586867124,0.2615308084308149,Iris-setosa
+17,6.179663409570056,3.054014391123279,4.904685060000872,1.6654363210065959,Iris-versicolor
+18,5.1089477161730255,3.0667304316907895,1.5100224462985692,0.26153080842263443,Iris-setosa
+19,5.1089477161730255,3.0662231670848406,1.5100224420911963,0.2615308084207857,Iris-setosa
+20,6.212076454086975,3.0540017997452824,4.932066410624701,1.6655217261343305,Iris-virginica
+21,5.1089477161730255,3.071898046430841,1.5100224537935347,0.26153080843648474,Iris-setosa
+22,5.1089477552787335,3.054541335314375,4.8996203396738105,1.6654280431712212,Iris-setosa
+23,6.183068460574987,3.0540001803022174,4.917577465929001,1.6654315406833167,Iris-virginica
+24,5.1089477161730255,3.0730838557392564,1.510022501844526,0.2615308084603574,Iris-setosa
+25,5.108947960703998,3.057799839547405,1.5102533358623509,0.2615337193046308,Iris-setosa
+26,6.1824180728382885,3.0540011659483506,4.912248608881976,1.665439280496983,Iris-virginica
+27,5.108947716245674,3.0540065375413565,4.899497242091257,1.665427475346675,Iris-versicolor
+28,6.182442213341888,3.0540016352289117,4.913176654936073,1.6654405942145434,Iris-virginica
+29,6.205277864716814,3.0540082405930966,4.925285933554342,1.6656331061446938,Iris-virginica
+30,6.17937138499775,3.054000500843189,4.900050746248809,1.6654275176101032,Iris-versicolor
+31,6.202776145551703,3.054003203962503,4.927247564657339,1.665529275814895,Iris-virginica
+0,5.1089477161730255,3.069542695969919,1.5100224525772654,0.261530808430652,Iris-setosa
+1,6.180146298837173,3.054017328345532,4.9087956031917575,1.6654466557722434,Iris-versicolor
+2,6.187292172351536,3.0540026562195868,4.919522369129462,1.6654632545751533,Iris-virginica
+3,5.108947716173089,3.074481147854665,1.510023444302756,0.2615308094652168,Iris-setosa
+4,5.108947716173058,3.075775207613681,1.510023244016518,0.2615308091005066,Iris-setosa
+5,5.108947716173026,3.087026246531279,1.5100225955925861,0.261530808605818,Iris-setosa
+6,5.1089477161730645,3.071551760902549,1.510023295966559,0.2615308090208488,Iris-setosa
+7,5.1089477161730255,3.0587022577408782,1.510022475639762,0.261530808411804,Iris-setosa
+8,5.108947716173029,3.054178610023668,1.5100225625292694,0.2615308084047981,Iris-setosa
+9,5.108947716173026,3.067354819774681,1.5100225309874944,0.261530808445903,Iris-setosa
+10,5.1089477161730406,3.086395586232106,1.510023006487321,0.26153080916049554,Iris-setosa
+11,6.225894367914391,3.0540034974384467,4.931980000846294,1.6656352048964111,Iris-virginica
+12,5.1089477161730255,3.0644850905088035,1.510022436876943,0.2615308084167055,Iris-setosa
+13,5.1089477161730255,3.0675746016755596,1.5100224486248601,0.26153080842441073,Iris-setosa
+14,6.179367308467513,3.054000797980885,4.8996568591058045,1.6654274941638978,Iris-versicolor
+15,5.108947716173026,3.0961666029011092,1.5100226000535515,0.26153080868709855,Iris-setosa
+16,5.1089477161730255,3.0765909175826014,1.5100225053567733,0.261530808469945,Iris-setosa
+17,6.17938243308677,3.054502938069359,4.90071381206722,1.6654487441577133,Iris-setosa
+18,5.1089477161730255,3.0662741465430305,1.5100224437916019,0.26153080842059767,Iris-setosa
+19,6.179810774831049,3.0540001128577923,4.90657392746371,1.6654280776547359,Iris-virginica
+20,5.1089477161730255,3.0683733480067947,1.5100224457582774,0.2615308084253991,Iris-setosa
+21,6.179402710992581,3.05400204739908,4.900936590599306,1.6654281388535517,Iris-versicolor
+22,5.108947716173027,3.064672474550255,1.510022647888502,0.26153080847376947,Iris-setosa
+23,6.179738539510489,3.054002750528526,4.904869565248291,1.6654315594264386,Iris-versicolor
+24,5.1089477161730255,3.07364431262678,1.5100224591267575,0.26153080844177756,Iris-setosa
+25,6.184079315056022,3.0540048007632277,4.9143154608369555,1.6654651492709442,Iris-virginica
+26,5.108947716173026,3.0656162948382857,1.5100225305671033,0.2615308084393276,Iris-setosa
+27,5.108947716173027,3.054819686299446,1.5100225758918109,0.2615308084073516,Iris-setosa
+28,6.179380799308811,3.0540000910145793,4.9005527265673186,1.6654275177722813,Iris-versicolor
+29,5.108947716173026,3.0582731531317884,1.5100225486410392,0.2615308084189262,Iris-setosa
+30,5.1089477161730255,3.0768096530409923,1.5100224776854358,0.2615308084585891,Iris-setosa
+31,6.182664661745207,3.0540001916939947,4.915237834256067,1.6654313991375196,Iris-virginica
+0,5.1089477161730255,3.05553657471737,1.5100224418380854,0.26153080840477344,Iris-setosa
+1,5.108947730765847,3.0651556452203965,1.5101222019898557,0.26153192686748894,Iris-setosa
+2,6.224836187560735,3.054001523760619,4.936339285993693,1.6655411073180504,Iris-virginica
+3,6.190488787478958,3.0540013183556005,4.9230097850532095,1.6654573123718817,Iris-virginica
+4,5.1089477161730255,3.070744850709996,1.5100224560761286,0.26153080843223664,Iris-setosa
+5,6.184695449714618,3.0540008836499135,4.9175289284346055,1.6654412397336968,Iris-virginica
+6,5.108947716193732,3.0540108720492887,4.899495531829711,1.6654274752807845,Iris-setosa
+7,6.188091816598484,3.054000245303832,4.922740326683755,1.6654366669647735,Iris-virginica
+8,6.187925994080717,3.054000127869512,4.922329519101229,1.665433730637541,Iris-virginica
+9,6.228798498524017,3.0540008267450833,4.936141552805588,1.6655150039183266,Iris-virginica
+10,5.108947716173486,3.0557916824036333,1.5100239834973277,0.26153080873150036,Iris-setosa
+11,5.108947716173027,3.080501948083998,1.5100226044944374,0.2615308085762401,Iris-setosa
+12,6.217434335190491,3.054000429672945,4.938043474676665,1.6654703932603692,Iris-virginica
+13,6.190398369001719,3.054030954630348,4.9233348128895456,1.6656452844893963,Iris-virginica
+14,5.1089477161730255,3.0794984032984005,1.5100225052610776,0.261530808486198,Iris-setosa
+15,6.183123137149383,3.0540003518090253,4.916487508630233,1.6654335539879688,Iris-virginica
+16,5.1089477161730255,3.062381531014555,1.5100224716057766,0.2615308084188721,Iris-setosa
+17,5.108947716173032,3.054440744319689,1.510022642966437,0.2615308084087602,Iris-setosa
+18,5.108947716384334,3.0540998058483844,4.899510074205322,1.6654274781624792,Iris-setosa
+19,6.182733516142084,3.054000161604904,4.918950032542655,1.6654307506315182,Iris-virginica
+20,5.1089477161730255,3.0811226365912168,1.5100225100127684,0.26153080848929294,Iris-setosa
+21,5.1089477161730255,3.076394888316288,1.5100224816574328,0.26153080846320675,Iris-setosa
+22,6.182942559545317,3.0540100915495625,4.913999043962037,1.6654721830924935,Iris-virginica
+23,5.10894771617303,3.060537215572362,1.5100227351843911,0.2615308084678305,Iris-setosa
+24,5.108947716173026,3.1003563493343944,1.5100225795343991,0.2615308086713438,Iris-setosa
+25,6.179372380667064,3.054000302044689,4.900012358106378,1.6654275219171977,Iris-versicolor
+26,6.182987584031627,3.0540007752786664,4.917339002643254,1.6654363883784427,Iris-virginica
+27,5.1089477161730255,3.060368558826666,1.5100225132042089,0.26153080842085863,Iris-setosa
+28,5.108947716173028,3.0544338964101097,1.5100225623252752,0.26153080840692944,Iris-setosa
+29,5.1089477161730255,3.079821808764171,1.510022488738315,0.2615308084725801,Iris-setosa
+30,5.108947716173035,3.0602339038147495,1.5100228458569638,0.26153080849754073,Iris-setosa
+31,5.108947716173034,3.0581045261694557,1.5100227989454629,0.26153080846437027,Iris-setosa
+0,5.1089477161730255,3.0691954187361308,1.5100224501026112,0.26153080842755205,Iris-setosa
+1,6.179537713293005,3.054000103994067,4.9032207830524035,1.665427804101778,Iris-versicolor
+2,5.108947716260005,3.0540112950967755,4.899501340035776,1.6654274753321958,Iris-versicolor
+3,5.1089477161730255,3.057334344900797,1.5100224497769656,0.26153080840704324,Iris-setosa
+4,6.230851717166695,3.054000363482726,4.9386343542216,1.6654818333536447,Iris-virginica
+5,6.197677464268851,3.0540050480548344,4.922238488044327,1.6655424064651942,Iris-virginica
+6,5.108947716184236,3.0582596012990915,1.5100271134128822,0.2615308160407494,Iris-setosa
+7,6.180648205326141,3.05400010515732,4.911452861776672,1.6654287965954522,Iris-virginica
+8,5.1089477161730255,3.066412524877815,1.5100224499137702,0.2615308084219765,Iris-setosa
+9,6.180831822279986,3.054000383925625,4.909938427697638,1.6654310113503303,Iris-virginica
+10,5.1089477161730255,3.065702589315577,1.5100224469693833,0.2615308084198483,Iris-setosa
+11,5.108947716173028,3.0645000087539027,1.51002268898787,0.2615308084859499,Iris-setosa
+12,6.1807534933141035,3.054000295578414,4.912634609923055,1.6654299705982751,Iris-virginica
+13,6.179367556780938,3.0540003081982476,4.899702166536998,1.665427486555982,Iris-versicolor
+14,5.108947716173028,3.0657777681587794,1.5100227093203447,0.26153080849630667,Iris-setosa
+15,6.179422041489967,3.054002376424354,4.9013446639709874,1.6654283716870364,Iris-versicolor
+16,5.108947716173026,3.0557881158458997,1.5100225196529542,0.261530808409289,Iris-setosa
+17,6.1794405052392145,3.0540829133801077,4.9010225893129595,1.6654486734435598,Iris-versicolor
+18,6.203392456945055,3.054008140269983,4.929202962662448,1.665604793247892,Iris-virginica
+19,6.183180009836133,3.054023842685847,4.9132795612404205,1.6655205443916707,Iris-virginica
+20,5.1089477161730255,3.0619537694741505,1.5100224391915502,0.261530808412685,Iris-setosa
+21,6.186217745646716,3.0540023501005713,4.920121335911763,1.6654573162430943,Iris-virginica
+22,5.108947716174123,3.054045593668996,4.899493289234209,1.6654274751950344,Iris-setosa
+23,6.179420497364808,3.0540004504763645,4.901188923485411,1.665427811034739,Iris-versicolor

iris/lct_gan/4/18/test.csv

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

iris/lct_gan/4/18/train.csv

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

iris/lct_gan/4/18/val.csv

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

iris/lct_gan/4/19/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947716173051,3.0544431317178535,1.5100228210248405,0.26153080841602133,Iris-setosa
+1,5.1089477161730255,3.0607638178633945,1.5100224757959144,0.2615308084151119,Iris-setosa
+2,6.190675561605752,3.0540332439685507,4.924789224283906,1.6656522344729032,Iris-virginica
+3,5.108947716173098,3.090084695260214,1.510023554750755,0.26153081038216286,Iris-setosa
+4,5.108947716173041,3.054061120536115,4.899491783618401,1.6654274751384173,Iris-setosa
+5,6.179410877545739,3.054000209780492,4.900901107024601,1.6654276748088475,Iris-versicolor
+6,6.221186246041132,3.054005132970592,4.92974749184716,1.665680214846866,Iris-virginica
+7,5.108947716173084,3.054090115388468,4.899492189904444,1.6654274751445501,Iris-setosa
+8,5.108947716173026,3.0775617602354948,1.5100225274486911,0.26153080849254634,Iris-setosa
+9,6.179404739490689,3.054000046496608,4.901662791742948,1.665427535376442,Iris-versicolor
+10,5.108947716173026,3.095122060108745,1.5100225591044159,0.26153080861547656,Iris-setosa
+11,5.1089477161730255,3.0715020758132208,1.5100224558467727,0.26153080843399795,Iris-setosa
+12,6.186367224208326,3.0540003803519635,4.9235663927215665,1.6654369097065418,Iris-virginica
+13,5.1089477161730255,3.0830290616148934,1.5100224826538733,0.26153080848200083,Iris-setosa
+14,5.108947716173026,3.0897123420445913,1.5100225743089184,0.26153080859966266,Iris-setosa
+15,5.10894771637066,3.054276262678281,4.899509523493544,1.665427484073929,Iris-setosa
+16,5.108947716173026,3.0806110083200933,1.5100225697923284,0.2615308085255846,Iris-setosa
+17,6.183553431203229,3.054003431123534,4.914055828156047,1.6654554318291173,Iris-virginica
+18,6.2010757354958566,3.0540025323597706,4.927641914797809,1.6655081931455427,Iris-virginica
+19,5.108947716569374,3.0553771424628255,1.510037828344191,0.26153083269562794,Iris-setosa
+20,6.1793866366389,3.0540008870145736,4.900541364002727,1.665427686313583,Iris-versicolor
+21,5.1089477161730255,3.055860494046774,1.5100224824840116,0.2615308084066599,Iris-setosa
+22,5.1089477161730255,3.0723048211646713,1.5100224647166671,0.2615308084441981,Iris-setosa
+23,5.108947716173027,3.071553203383271,1.5100226696288312,0.261530808516134,Iris-setosa
+24,6.180045840291999,3.054021315909278,4.906313459169352,1.6654525868286527,Iris-versicolor
+25,6.179904595190899,3.054000079473101,4.907392255674082,1.6654280679933815,Iris-virginica
+26,5.108947716173026,3.054734670695618,1.5100225072617106,0.261530808405588,Iris-setosa
+27,5.108947716173073,3.0744768831990488,1.51002331598309,0.2615308093404286,Iris-setosa
+28,6.179366769952591,3.0540014104799966,4.89956381863648,1.6654275028545429,Iris-versicolor
+29,6.179415218394379,3.054000082117144,4.901677407356949,1.665427579983339,Iris-versicolor
+30,6.179390070443301,3.054000345561234,4.901025619584229,1.6654276098695768,Iris-versicolor
+31,6.188924465973974,3.0540003705605785,4.925101707756696,1.6654395925231047,Iris-virginica
+0,5.1089477161730255,3.067418734871934,1.5100224440299221,0.26153080842320897,Iris-setosa
+1,6.179613640086705,3.054015331041192,4.903601408886856,1.665437259401316,Iris-versicolor
+2,6.2289794749141985,3.054002137523075,4.93440910803753,1.6655888105492909,Iris-virginica
+3,6.199485379253221,3.0540019967505403,4.929751268913751,1.6654890173814356,Iris-virginica
+4,5.1089477161730255,3.072275086098898,1.510022476715651,0.2615308084421071,Iris-setosa
+5,5.1089477161730255,3.0585058771113753,1.510022449955448,0.2615308084083058,Iris-setosa
+6,5.1089477161730255,3.0551856364441665,1.5100224821354111,0.26153080840565346,Iris-setosa
+7,5.1089477161730255,3.064317918906485,1.5100224487621399,0.26153080841798865,Iris-setosa
+8,5.108947716173262,3.0540230395522423,4.899492344208689,1.665427475145205,Iris-setosa
+9,5.108947777465727,3.054012791834188,4.899587163568894,1.6654275049416516,Iris-versicolor
+10,5.108947716173099,3.0559589662972804,1.5100232633018909,0.26153080849459687,Iris-setosa
+11,6.232038777942447,3.0540025281347356,4.93250713301237,1.6656320648744856,Iris-virginica
+12,5.108947716176814,3.0540361869685624,4.899494353343153,1.6654274752400915,Iris-setosa
+13,5.108947867143624,3.054097782981982,4.899679243447942,1.6654277803665045,Iris-versicolor
+14,6.179942378781051,3.0540003743145006,4.906947094920498,1.6654290889019865,Iris-virginica
+15,5.108947716173026,3.061022906558988,1.5100225544688377,0.2615308084265952,Iris-setosa
+16,5.108947716173028,3.0697388556390655,1.510022684744702,0.26153080853668426,Iris-setosa
+17,5.108947716173054,3.06979077206576,1.5100230984053105,0.26153080893299746,Iris-setosa
+18,6.185966068382334,3.054002614241026,4.918848133039171,1.665458661003639,Iris-virginica
+19,6.1793667950379545,3.054001522662452,4.899624392196291,1.6654274896441474,Iris-versicolor
+20,5.108947716173026,3.0881271330070184,1.5100225796889075,0.261530808583245,Iris-setosa
+21,6.179985891871466,3.054082103198424,4.906021223102891,1.6654928490026915,Iris-versicolor
+22,5.108947716173042,3.0551688363131193,1.5100228218758747,0.2615308084304593,Iris-setosa
+23,5.1089477161730255,3.0581680649498906,1.5100224849472383,0.26153080841070825,Iris-setosa
+24,5.108947716175439,3.075472338179259,1.5100269685319327,0.26153081627616637,Iris-setosa
+25,5.1089477161730255,3.060052498582205,1.5100225014369377,0.26153080841787,Iris-setosa
+26,6.179801718656306,3.054000925714453,4.9053257949487845,1.6654298773824985,Iris-versicolor
+27,6.179406503662819,3.0540004713955846,4.900732508722724,1.6654277658616288,Iris-versicolor
+28,6.188137848507762,3.0540001372716477,4.925522744373454,1.665433730798045,Iris-virginica
+29,5.108947716173026,3.0744872767878215,1.5100225385430042,0.2615308084803423,Iris-setosa
+30,5.1089477161730255,3.0714751645322536,1.5100224576057784,0.2615308084348218,Iris-setosa
+31,6.17937675513142,3.0540001693469163,4.900116014088483,1.6654275320204015,Iris-versicolor
+0,6.195543830266407,3.0540009952069362,4.924658338608373,1.6654629238461356,Iris-virginica
+1,6.209480490328882,3.0540002900004697,4.933804583526862,1.6654565088514888,Iris-virginica
+2,5.1089477654627515,3.054001645122537,4.899577773000012,1.6654274798120823,Iris-versicolor
+3,6.20390073076549,3.0540003912910882,4.934945764164563,1.6654545253344646,Iris-virginica
+4,6.195549417455105,3.0540064360096295,4.923224865232579,1.6655430767489579,Iris-virginica
+5,5.108947716173026,3.0914399992732715,1.5100225418018218,0.2615308085687893,Iris-setosa
+6,5.108947716173193,3.059652854951452,1.5100236434248424,0.26153080893856817,Iris-setosa
+7,6.184815774013267,3.0540002609515597,4.918366997915003,1.6654341611128165,Iris-virginica
+8,5.108947716230334,3.0808363057778387,1.510036964478867,0.2615308876341704,Iris-setosa
+9,5.108947716173027,3.058511112946116,1.5100226295731138,0.2615308084288716,Iris-setosa
+10,6.212980273537812,3.054002654446955,4.931484567273846,1.665550054159131,Iris-virginica
+11,6.190792582323961,3.0540231147763013,4.922293128878114,1.6656169074865854,Iris-virginica
+12,5.108947716173032,3.058333151716791,1.5100227689667012,0.2615308084563708,Iris-setosa
+13,5.108947927522831,3.0572008983287144,4.899898596668396,0.2615331271249524,Iris-setosa
+14,5.108947716173027,3.0557787405261636,1.5100225683586808,0.2615308084126671,Iris-setosa
+15,6.196261189320786,3.0540138435096744,4.925677957422011,1.6656070694317875,Iris-virginica
+16,5.108947773886766,3.0540010538289795,4.899572039510197,1.6654274795320494,Iris-versicolor
+17,6.19653367457542,3.0540002063379594,4.93157299378069,1.6654412349034429,Iris-virginica
+18,6.198169762940568,3.0540003427520444,4.931315293407027,1.6654477047195604,Iris-virginica
+19,6.179367450794653,3.0565128247612003,4.900010001934405,1.6654363229971638,Iris-setosa
+20,5.108947716174945,3.1099663780712272,1.510027096936117,0.26153082646186515,Iris-setosa
+21,6.2248266641020855,3.054002167509642,4.932859047434483,1.6655769731516963,Iris-virginica
+22,5.1089477161730255,3.0585960603299434,1.5100224685206027,0.26153080841030185,Iris-setosa
+23,6.205594944298608,3.0540006276375764,4.9297286409080225,1.6654696203241504,Iris-virginica
+24,6.230177846714336,3.0540021375720086,4.934536011846916,1.6655949890048718,Iris-virginica
+25,6.200989915608168,3.054001621218142,4.930169607179129,1.6654854566431159,Iris-virginica
+26,6.17939931771849,3.0540038491341517,4.900890899291086,1.6654282932273212,Iris-versicolor
+27,5.108947716173027,3.0835262795680025,1.5100226530563703,0.26153080862795297,Iris-setosa
+28,6.200501479305478,3.0540050675416026,4.927707744566032,1.6655446135726348,Iris-virginica
+29,5.1089477161730255,3.0830662119331276,1.5100224978993098,0.26153080849295,Iris-setosa
+30,6.1804239357182205,3.054002361481773,4.907565731058477,1.6654355760315254,Iris-virginica
+31,5.1089477161730255,3.065998928143919,1.5100224587747626,0.26153080842310084,Iris-setosa
+0,5.108947716173028,3.0589671916227226,1.5100226634347909,0.26153080844675813,Iris-setosa
+1,6.179366914983894,3.0613845490332685,1.5102480764587152,0.2615373193771356,Iris-setosa
+2,5.108947716173386,3.0571571526054613,1.5100240115780037,0.26153080884118807,Iris-setosa
+3,5.1089477161730255,3.073285716105095,1.5100224568366245,0.2615308084388208,Iris-setosa
+4,5.1089477161730255,3.0654026523349884,1.510022441807985,0.26153080841882825,Iris-setosa
+5,5.108947716173026,3.0824506204057807,1.5100225397378628,0.2615308085293728,Iris-setosa
+6,5.108947724061209,3.0655265326115804,1.510096199589027,0.2615316586990596,Iris-setosa
+7,5.108947716173027,3.092013366041273,1.5100226517412356,0.26153080869333556,Iris-setosa
+8,5.1089477161737165,3.0660137626736192,1.5100247216939595,0.2615308109961892,Iris-setosa
+9,6.211065252411034,3.0540008249604633,4.935173560676571,1.665481343987744,Iris-virginica
+10,5.1089477415601605,3.056506971525392,1.5101064922225587,0.26153135050118886,Iris-setosa
+11,5.1089477161730255,3.056896188362947,1.5100224618849794,0.26153080840715254,Iris-setosa
+12,5.1089477161730255,3.0646123467698523,1.5100224623144411,0.2615308084208316,Iris-setosa
+13,5.1089477161730255,3.0632011273098847,1.5100224415685646,0.2615308084149742,Iris-setosa
+14,5.1089477162411505,3.054001747210128,4.8994961711573275,1.6654274752038534,Iris-versicolor
+15,6.222462919355746,3.0540044448234247,4.930340900901096,1.665661892865194,Iris-virginica
+16,6.184230518785892,3.054001361125852,4.918294464478923,1.6654431599826782,Iris-virginica
+17,6.179367392827221,3.056868354602679,4.899950134119623,0.26153607672545026,Iris-setosa
+18,6.18079823256725,3.0540008292877885,4.908679909422103,1.6654329316164374,Iris-virginica
+19,5.1089477161730255,3.074878316246456,1.5100224791067685,0.261530808453134,Iris-setosa
+20,6.179521562084923,3.0540011134982903,4.902956054614642,1.6654286032830372,Iris-versicolor
+21,6.184376917909957,3.054000726737535,4.916970963773781,1.6654392482305043,Iris-virginica
+22,6.217205783337778,3.0540010158552504,4.934596698175947,1.6655017765673628,Iris-virginica
+23,6.217455133420244,3.0540006607348475,4.937173576844144,1.6654832048590122,Iris-virginica

iris/lct_gan/4/19/test.csv

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

iris/lct_gan/4/19/train.csv

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

iris/lct_gan/4/19/val.csv

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

iris/lct_gan/4/2/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.10894771617303,3.0559638129359112,1.5100226848036147,0.2615308084224358,Iris-setosa
+1,5.108947716173027,3.0845339006495682,1.5100226278291866,0.26153080860105576,Iris-setosa
+2,5.1089477161730255,3.0601498535541163,1.5100224517338579,0.2615308084108968,Iris-setosa
+3,6.179410983753806,3.0540067099319868,4.900650545713268,1.6654299241500943,Iris-versicolor
+4,5.108947727647923,3.0540012991348253,4.899532032898004,1.6654274768107789,Iris-versicolor
+5,5.1089477161730255,3.0628521226410355,1.510022454388876,0.26153080841569754,Iris-setosa
+6,6.179677093463337,3.054033845072409,4.903820086737788,1.665448753975937,Iris-versicolor
+7,6.181661298970304,3.054002416099869,4.913452279179135,1.6654407425042956,Iris-virginica
+8,6.215405475965469,3.0540002706267018,4.937213842625239,1.6654591469635096,Iris-virginica
+9,5.1089477161730255,3.0700042865810917,1.5100225011376605,0.26153080844708776,Iris-setosa
+10,5.108947716173098,3.0544945976208715,1.5100230374106123,0.2615308084323474,Iris-setosa
+11,6.193737952437686,3.0540003244925584,4.928932280185733,1.6654427598410628,Iris-virginica
+12,5.108947716177038,3.054012620639593,4.899493657189706,1.665427475191008,Iris-setosa
+13,5.1089477161730255,3.060470969323228,1.5100225010239232,0.26153080841925386,Iris-setosa
+14,5.108947716173026,3.0597512330221344,1.5100225395238789,0.26153080842341553,Iris-setosa
+15,5.1089477161730255,3.0711804460798566,1.5100224970653293,0.26153080844722376,Iris-setosa
+16,6.17938730931405,3.054000670177896,4.900388314833433,1.6654277130454374,Iris-versicolor
+17,6.1794050640599725,3.0540000879861626,4.900794540319057,1.665427580621621,Iris-versicolor
+18,5.1089477161730334,3.076337335589362,1.510022887206961,0.26153080871828777,Iris-setosa
+19,6.179551842334775,3.0540223988090296,4.902000806567821,1.665443173689639,Iris-versicolor
+20,6.190059260670077,3.054002812215729,4.924051939634609,1.6654724207785854,Iris-virginica
+21,5.1089477161730255,3.074108215070895,1.5100224748516289,0.26153080844924353,Iris-setosa
+22,5.1089477161730255,3.080352519316541,1.5100225177674462,0.26153080850870486,Iris-setosa
+23,5.108947716173026,3.0832434535320035,1.510022539193245,0.26153080853175775,Iris-setosa
+24,6.224461208696813,3.0540007715231234,4.93670941663266,1.6655030464844605,Iris-virginica
+25,6.19347368691786,3.054000965408539,4.92427616387958,1.6654585889321716,Iris-virginica
+26,5.1089477161730255,3.0652359049443554,1.510022437153278,0.26153080841802484,Iris-setosa
+27,5.108947716173026,3.0549279526982325,1.5100225049212792,0.2615308084064233,Iris-setosa
+28,6.228577688141642,3.054001463385105,4.9357211853049305,1.665551848362699,Iris-virginica
+29,6.18534630804682,3.0540002264774526,4.9217672489596955,1.6654338219089493,Iris-virginica
+30,6.1802196087277075,3.0540141862636103,4.9094208851534455,1.6654446948038388,Iris-versicolor
+31,5.108947716173026,3.0626404184712084,1.5100225680689556,0.26153080844300935,Iris-setosa
+0,6.197958487171698,3.054000288929693,4.92960386951537,1.6654462301905473,Iris-virginica
+1,5.108947716173026,3.0844123394505214,1.5100225337720594,0.2615308085245086,Iris-setosa
+2,6.1809484149305804,3.054079405106202,4.916578910202359,1.6655008890496183,Iris-versicolor
+3,5.1089477161730255,3.0735241230723473,1.5100225124215896,0.26153080846369214,Iris-setosa
+4,5.108947716173164,3.060588104473029,1.5100235988379946,0.26153080896065317,Iris-setosa
+5,5.108947716173483,3.0938019584209826,1.5100248892380128,0.26153081424447794,Iris-setosa
+6,6.179857407708216,3.0540071961512067,4.906352704861063,1.6654350542557677,Iris-versicolor
+7,6.179392163759949,3.0540245209648385,4.900769407329466,1.6654297911972347,Iris-versicolor
+8,5.1089477161730255,3.069585300668382,1.5100224736116357,0.26153080843410975,Iris-setosa
+9,5.108947716174929,3.0549621927995356,1.5100249287641654,0.2615308087739061,Iris-setosa
+10,5.108947716173532,3.0549797597515633,1.5100238835843083,0.2615308085836002,Iris-setosa
+11,5.108947717158839,3.05697579426159,1.5100466522519183,0.26153089871146457,Iris-setosa
+12,5.1089477161730255,3.0847606470276823,1.5100224937102658,0.26153080850158095,Iris-setosa
+13,5.10894771617321,3.0706497902644787,1.5100240285267712,0.2615308097902039,Iris-setosa
+14,6.2070199074854475,3.0540007001775322,4.935125815803352,1.6654702097202774,Iris-virginica
+15,5.1089477161730255,3.0731590933442288,1.5100224863906944,0.26153080845145066,Iris-setosa
+16,6.17972145432284,3.0540080879604354,4.905395787150699,1.6654342977156484,Iris-versicolor
+17,5.108947717656342,3.0540048635132235,4.899514627219844,1.6654274758860208,Iris-versicolor
+18,5.108947716259607,3.0547925696038307,1.510030714173619,0.261530813528058,Iris-setosa
+19,6.181360820777837,3.0540001038721494,4.913071603708149,1.665429374427924,Iris-virginica
+20,6.179380841501728,3.0540596318333235,4.900493830084775,1.6654310017583254,Iris-versicolor
+21,5.108947717879381,3.075319865069117,1.5100765531683122,0.26153127808088666,Iris-setosa
+22,6.186046945971461,3.0540006915083886,4.919692512221871,1.6654420042536124,Iris-virginica
+23,5.108947716173027,3.057565316894172,1.510022592916482,0.26153080842397614,Iris-setosa
+24,6.210145805006384,3.0540096873729428,4.925853614468835,1.665711937354939,Iris-virginica
+25,6.18204138396974,3.054027536347981,4.915126345130699,1.665492091468483,Iris-virginica
+26,5.1089477161730255,3.0780041751905536,1.5100225062477786,0.2615308084776204,Iris-setosa
+27,5.1089477161730255,3.0641522316425878,1.5100224806545033,0.26153080842750415,Iris-setosa
+28,6.179394847303578,3.054000192642952,4.900927511510663,1.6654275983005824,Iris-versicolor
+29,6.17943727221542,3.0540000524300215,4.902671770750727,1.6654275768831575,Iris-versicolor
+30,5.108947716173026,3.071418192983386,1.5100225717207458,0.26153080848165033,Iris-setosa
+31,5.108947716173026,3.091064107472128,1.510022545012229,0.2615308085869054,Iris-setosa
+0,5.108947716173028,3.0659145486563806,1.5100226835281139,0.26153080850224997,Iris-setosa
+1,6.179994738849078,3.0540001076307264,4.906969707292673,1.6654283372421044,Iris-virginica
+2,6.1810140691037345,3.054000216070658,4.912394645034468,1.6654300275847576,Iris-virginica
+3,5.108947716173026,3.0623405660109744,1.51002253573886,0.2615308084314717,Iris-setosa
+4,5.1089477161730255,3.071453863792933,1.510022479652724,0.2615308084412667,Iris-setosa
+5,6.194553050343814,3.0540022278205985,4.926580365229601,1.6654802835144087,Iris-virginica
+6,5.108947716173534,3.0722814597386057,1.5100248248168733,0.2615308111210766,Iris-setosa
+7,5.1089477202199065,3.0544973088628002,4.899544367936815,1.665427598909106,Iris-setosa
+8,5.108947716173028,3.0944937116425146,1.5100227030400357,0.26153080876184326,Iris-setosa
+9,5.1089477161730255,3.0668174224548133,1.5100224424983908,0.26153080842183246,Iris-setosa
+10,5.108947716190834,3.054044221373499,4.899495953316962,1.6654274756532759,Iris-setosa
+11,5.108947716173026,3.059745359259954,1.5100225300950887,0.2615308084193615,Iris-setosa
+12,5.108947716173099,3.0550631578974112,1.5100231676317897,0.26153080845608623,Iris-setosa
+13,6.184617036651577,3.0540071473719883,4.915479896385892,1.665478065127879,Iris-virginica
+14,6.179500909009919,3.054000402684548,4.9031107779421275,1.6654280264532673,Iris-versicolor
+15,6.207228592538919,3.0540088212232512,4.92587672086131,1.665663954784632,Iris-virginica
+16,5.1089477161730255,3.081296787159974,1.5100224976062464,0.2615308084820763,Iris-setosa
+17,5.108947716173029,3.0596524436190586,1.5100226798681218,0.26153080845098703,Iris-setosa
+18,6.184036045368059,3.0540000733378805,4.9205315494192465,1.6654301792729727,Iris-virginica
+19,5.108947716181778,3.0540635441195563,4.899495521213321,1.6654274754726541,Iris-setosa
+20,6.225393316863473,3.0540036375722828,4.933551307448917,1.6656356897570486,Iris-virginica
+21,5.108947716173033,3.057023220242578,1.5100227530332284,0.2615308084399824,Iris-setosa
+22,5.1089477161730255,3.0792895897247075,1.5100225014788466,0.26153080848257027,Iris-setosa
+23,5.108947716402008,3.055164471239272,1.5100341469924161,0.26153082392242943,Iris-setosa
+24,6.179369601549042,3.0540748555025354,4.900220859148917,1.6654284288937635,Iris-versicolor
+25,6.182101393262673,3.0540006323912565,4.915744061234039,1.665434052323374,Iris-virginica
+26,6.214712870931792,3.0540060551952,4.929252883726352,1.6656555880710708,Iris-virginica
+27,5.108947936276399,3.0540035370927368,4.8996726554683825,1.665427497521074,Iris-versicolor
+28,6.183596491040457,3.0540196229458183,4.916867705714474,1.6655000444370187,Iris-virginica
+29,5.108947716186002,3.0619923993010714,1.5100288766880217,0.26153081981746895,Iris-setosa
+30,6.179367442401448,3.054000048895704,4.89977634266874,1.6654274781843983,Iris-versicolor
+31,6.190951469309763,3.0540001688756555,4.925969302766746,1.6654366773493416,Iris-virginica
+0,6.196198238283069,3.054007109234851,4.924552757402976,1.6655519209694452,Iris-virginica
+1,6.179371158834465,3.054007234546968,4.900038146239583,1.6654277543621951,Iris-versicolor
+2,5.108947716182078,3.0541262740137833,4.8994964663738605,1.6654274756585699,Iris-setosa
+3,6.179469715979083,3.054000028775787,4.903092428840065,1.6654275725454177,Iris-versicolor
+4,5.108947716264787,3.0540077498617224,4.8994976030301665,1.665427475489999,Iris-versicolor
+5,6.2278321533143615,3.054001783348436,4.93492357702505,1.6655653565820974,Iris-virginica
+6,5.108947716173028,3.0970798219909694,1.5100226940206092,0.26153080878350554,Iris-setosa
+7,5.1089477161730255,3.062000787745046,1.5100224659113444,0.26153080841588267,Iris-setosa
+8,5.10894771617305,3.0547911340155425,1.5100228102905178,0.26153080843281135,Iris-setosa
+9,5.108947716173397,3.0541176058854145,4.899493079963862,1.6654274751812885,Iris-setosa
+10,6.190585464527813,3.054001026795161,4.924228606609007,1.6654541228844595,Iris-virginica
+11,5.108947716176985,3.0654729394620372,1.5100268748268568,0.2615308158886464,Iris-setosa
+12,5.1089477161730255,3.07784230502687,1.5100224742437098,0.2615308084608605,Iris-setosa
+13,5.108947716173028,3.0581682533095385,1.5100226383243325,0.2615308084296109,Iris-setosa
+14,5.108947716173027,3.063265132562183,1.5100226511770136,0.2615308084648232,Iris-setosa
+15,5.108947716267261,3.054022918453566,4.899501013519693,1.6654274757260912,Iris-setosa
+16,6.190675277156914,3.054037533558929,4.920513958544542,1.665710949332227,Iris-virginica
+17,5.10894771684717,3.0561578102926474,1.5100423621092123,0.26153086263327696,Iris-setosa
+18,5.1089477161730255,3.0637321018877435,1.5100224335853059,0.26153080841505466,Iris-setosa
+19,5.108947716173026,3.0845347893207276,1.5100225398118914,0.2615308085240126,Iris-setosa
+20,5.108947716173027,3.0608965824367087,1.5100226408063946,0.26153080845076415,Iris-setosa
+21,5.108947716173028,3.088425835990427,1.5100226832264234,0.26153080873277224,Iris-setosa
+22,6.206756552480775,3.0540014362252177,4.929250713789088,1.665500034062806,Iris-virginica
+23,5.1089477258381795,3.0541487009616763,4.89957405430276,1.6654275263371559,Iris-setosa

iris/lct_gan/4/2/test.csv

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