a

iris/lct_gan/1/0/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488644737,3.054000000001653,4.899491293674931,1.6654274751348828,Iris-versicolor
+1,6.179366488741016,3.0540000001722305,4.899491293853767,1.6654274751358935,Iris-virginica
+2,6.179366488639318,3.054000000000452,4.899491293669303,1.6654274751348734,Iris-versicolor
+3,6.179366488647713,3.0540000000059817,4.899491293686084,1.6654274751349074,Iris-virginica
+4,6.1793665384746985,3.054248554239563,1.5100223827409542,0.26153080875034057,Iris-setosa
+5,6.179366491829582,3.055044609201215,1.5100223825606556,0.26153080877859786,Iris-setosa
+6,5.108947847189278,3.0606427444675375,1.5100223831329493,0.2615308095399546,Iris-setosa
+7,5.108948184418366,3.07274678051477,1.5100223831182857,0.2615308098430122,Iris-setosa
+8,5.108948092914962,3.0735365709082196,1.5100223831296413,0.2615308098600224,Iris-setosa
+9,5.108948219457211,3.070711020029316,1.510022383229456,0.2615308099228935,Iris-setosa
+10,5.108948133947794,3.0729196528137805,1.5100223831035555,0.26153080981937055,Iris-setosa
+11,6.179366489188638,3.054000032836603,4.89949129510383,1.6654274751799645,Iris-virginica
+12,5.108947877869191,3.062823364791555,1.5100223830033745,0.2615308094880094,Iris-setosa
+13,6.179366488640473,3.0540000000027536,4.899491293677341,1.6654274751348872,Iris-versicolor
+14,6.179366488879099,3.0540000011598494,4.899491294202243,1.6654274751409768,Iris-virginica
+15,6.179366488667693,3.0540000000100305,4.899491293697817,1.6654274751349447,Iris-virginica
+16,5.108948124204698,3.071836267686175,1.5100223831695618,0.26153080986803984,Iris-setosa
+17,6.179366488646082,3.054000000001619,4.899491293675034,1.665427475134883,Iris-versicolor
+18,6.179366488639878,3.054000000000519,4.8994912936696675,1.665427475134874,Iris-versicolor
+19,6.1793664897508,3.054010009962108,4.899491294344005,1.6654274753019152,Iris-virginica
+20,6.179366488640762,3.0540000000007432,4.899491293670836,1.6654274751348757,Iris-versicolor
+21,5.108948179739654,3.0731399321773187,1.510022383107572,0.2615308098394172,Iris-setosa
+22,6.179366633964939,3.0748453227197663,1.5100223831454824,0.2615308099183678,Iris-setosa
+23,5.10894839740479,3.054281702544152,1.5100223843097476,0.2615308094754828,Iris-setosa
+24,6.179366488661708,3.0540000000641507,4.899491293744201,1.6654274751351472,Iris-virginica
+25,5.108948204316253,3.0713142377767206,1.5100223831798112,0.26153080987981936,Iris-setosa
+26,6.179366488642119,3.054000000000854,4.899491293671515,1.6654274751348768,Iris-versicolor
+27,6.179366488640106,3.0540000000008547,4.899491293671282,1.6654274751348763,Iris-versicolor
+28,6.179366488635571,3.054000000007632,4.899491293684576,1.6654274751349023,Iris-virginica
+29,5.108947964409371,3.07313200014326,1.510022383051319,0.2615308097420337,Iris-setosa
+30,5.108948180466162,3.07197110904535,1.5100223831355624,0.2615308098449328,Iris-setosa
+31,6.179366527653977,3.0686832012373904,1.5100223829333355,0.2615308095532039,Iris-setosa
+0,6.179366488666386,3.0540000000062117,4.899491293690867,1.665427475134923,Iris-virginica
+1,5.108948025718606,3.05463679874087,1.5100223834345397,0.2615308092290795,Iris-setosa
+2,6.179366488639698,3.054000000000552,4.899491293669835,1.6654274751348743,Iris-versicolor
+3,5.1089481648298385,3.071531128276509,1.5100223832151451,0.2615308099220678,Iris-setosa
+4,5.108948070443899,3.0729543319178316,1.510022383161019,0.26153080988104205,Iris-setosa
+5,6.179366488638482,3.054000000001204,4.8994912936723365,1.6654274751348779,Iris-versicolor
+6,5.108948186531683,3.072714086431623,1.5100223831080462,0.26153080983340976,Iris-setosa
+7,5.108947842983574,3.0831278296866413,1.5100223828849002,0.2615308096754327,Iris-setosa
+8,5.108948099364929,3.0736409801099334,1.510022383053681,0.26153080977811644,Iris-setosa
+9,6.1793665624112855,3.0568765619316074,1.51002238287277,0.2615308091253064,Iris-setosa
+10,5.108948179310645,3.0718714104447433,1.510022383162869,0.2615308098740833,Iris-setosa
+11,5.108948103500062,3.0734177546083137,1.5100223831412465,0.26153080988079686,Iris-setosa
+12,6.179366488821902,3.0540000002544625,4.8994912939243145,1.665427475136649,Iris-virginica
+13,6.179366488647992,3.0540000010851807,4.8994912939303745,1.6654274751366522,Iris-virginica
+14,6.179366489000792,3.0540000007307477,4.8994912942074125,1.6654274751399514,Iris-virginica
+15,6.179366488940766,3.0540000001312486,4.899491293912291,1.665427475136268,Iris-virginica
+16,6.179366488680001,3.054000000008679,4.899491293699889,1.6654274751349483,Iris-virginica
+17,6.179366488823608,3.054000008532821,4.899491294634844,1.6654274751541769,Iris-virginica
+18,6.179366488669805,3.0540000000288003,4.8994912937223125,1.6654274751350362,Iris-virginica
+19,5.108948182858062,3.0724608022720146,1.5100223830967856,0.26153080981099935,Iris-setosa
+20,6.179366490123298,3.0550177235782123,1.5100223824053756,0.2615308086490635,Iris-setosa
+21,6.17936648868409,3.05400000002526,4.899491293724118,1.6654274751350526,Iris-virginica
+22,5.108947845159781,3.0685003490968676,1.5100223831047486,0.2615308097345843,Iris-setosa
+23,6.17936648881554,3.054000006208926,4.899491294794381,1.6654274751530782,Iris-virginica
+24,5.108948205472118,3.071137506519797,1.5100223832129827,0.26153080990639255,Iris-setosa
+25,6.1793664899300955,3.05400001212379,4.899491295143173,1.6654274751770717,Iris-virginica
+26,6.179366488916051,3.054000022456988,4.8994912944564835,1.6654274751582723,Iris-virginica
+27,6.179366488647054,3.0540000000029988,4.89949129367934,1.6654274751348914,Iris-versicolor
+28,6.179366494801097,3.054356706837729,1.51002238249225,0.2615308086528079,Iris-setosa
+29,5.10894819332136,3.055246580147851,1.510022383822134,0.26153080958411995,Iris-setosa
+30,5.108947850317744,3.056149870209031,1.5100223830176656,0.26153080918371996,Iris-setosa
+31,6.1793664886772195,3.0540000055800585,4.899491294371461,1.665427475143447,Iris-virginica
+0,6.179366489016256,3.0540000001920564,4.89949129395565,1.665427475136832,Iris-virginica
+1,5.108947967923059,3.0685988402638342,1.510022383081532,0.2615308096854135,Iris-setosa
+2,5.108948018508802,3.0761264854775963,1.5100223830226298,0.2615308097754239,Iris-setosa
+3,6.179366488758642,3.0540000001169454,4.899491293827522,1.6654274751356875,Iris-virginica
+4,5.108948181796424,3.0723789205621994,1.5100223831327788,0.2615308098479189,Iris-setosa
+5,6.179366520896031,3.0540455284078365,1.5100223827471126,0.26153080864478406,Iris-setosa
+6,6.1793664886428,3.0540000000010936,4.8994912936725905,1.6654274751348785,Iris-versicolor
+7,5.1089482204954795,3.069863808921685,1.5100223833642348,0.2615308100507465,Iris-setosa
+8,6.179366489914822,3.0540114648174526,4.899491294604857,1.665427475360838,Iris-virginica
+9,5.1089479307207295,3.075338346853366,1.510022383004354,0.2615308097309636,Iris-setosa
+10,6.179366488656637,3.054000000002988,4.899491293681157,1.6654274751348959,Iris-versicolor
+11,6.179366569580077,3.0802581221545693,1.51002238285797,0.26153080962820874,Iris-setosa
+12,6.1793665415856625,3.05400152863801,4.899491294767983,1.6654274753461367,Iris-virginica
+13,6.179366488653383,3.0540000000033256,4.899491293681514,1.6654274751348965,Iris-versicolor
+14,6.179366496975356,3.0540000057186867,4.899491296373047,1.6654274751911304,Iris-virginica
+15,5.108947787283567,3.0540003786411867,4.8994912957650785,1.6654274754008018,Iris-virginica
+16,6.179366495171867,3.0540000027025638,4.899491295587216,1.6654274751682312,Iris-virginica
+17,5.108948173854634,3.073260400246444,1.5100223831014012,0.2615308098323955,Iris-setosa
+18,6.179366488681115,3.0540000005458183,4.899491293900196,1.6654274751365252,Iris-virginica
+19,6.179366488660686,3.054000002068274,4.899491294039707,1.6654274751384432,Iris-virginica
+20,6.179366488710744,3.054000000101475,4.899491293793048,1.6654274751354727,Iris-virginica
+21,5.108947979894093,3.074641751017982,1.510022383039855,0.2615308097580754,Iris-setosa
+22,5.108948172580619,3.0715151080469747,1.5100223831990995,0.26153080990588246,Iris-setosa
+23,5.108948055275842,3.0745681845011674,1.5100223830875545,0.26153080982282073,Iris-setosa
+24,6.179366571655161,3.0852349655993314,1.5100223827642791,0.261530809548381,Iris-setosa
+25,6.179366500336662,3.054000166061934,4.8994912946830755,1.6654274752268146,Iris-virginica
+26,6.179366488645477,3.054000000001257,4.899491293673603,1.6654274751348803,Iris-versicolor
+27,5.108948048242888,3.0629568747539033,1.510022383302338,0.2615308097830651,Iris-setosa
+28,6.179366506813766,3.071191612426159,1.5100223826694887,0.26153080929345,Iris-setosa
+29,6.179366488664161,3.054000000008594,4.899491293694854,1.665427475134935,Iris-virginica
+30,5.108948160484155,3.069672097438068,1.5100223832783466,0.2615308099364469,Iris-setosa
+31,6.179366577510436,3.0543513358207304,1.5100223835280657,0.2615308091762997,Iris-setosa
+0,5.1089482228857275,3.070883237094338,1.5100223832214483,0.26153080991697003,Iris-setosa
+1,6.179366489414853,3.0540000073565094,4.899491295016411,1.6654274751658165,Iris-virginica
+2,5.108948190030058,3.072264275543042,1.5100223831236264,0.26153080984306437,Iris-setosa
+3,6.179366494076342,3.0540000309916784,4.899491295640708,1.6654274752140787,Iris-virginica
+4,6.179366490784797,3.058582805123444,1.5100223824388772,0.2615308088051336,Iris-setosa
+5,6.179366488735148,3.0540000000847782,4.899491293796053,1.6654274751354552,Iris-virginica
+6,5.108948149758137,3.0722106960777467,1.5100223831693407,0.2615308098815351,Iris-setosa
+7,6.179366667814703,3.0574208204931344,1.5100223832302986,0.2615308094328061,Iris-setosa
+8,6.179366488676539,3.0540000000054413,4.899491293691384,1.6654274751349236,Iris-versicolor
+9,6.179366628337235,3.069244255402088,1.5100223830173019,0.26153080966222403,Iris-setosa
+10,6.179366489339836,3.0540001205754113,4.899491295038806,1.6654274751997518,Iris-virginica
+11,6.179366488631365,3.054000000466943,4.899491293798192,1.6654274751354647,Iris-virginica
+12,5.1089479919521485,3.072784151390882,1.5100223832127353,0.2615308099301501,Iris-setosa
+13,5.10894807528267,3.0729301768053863,1.510022383095969,0.2615308098024028,Iris-setosa
+14,6.1793664893541616,3.0540000026215037,4.89949129452897,1.6654274751493985,Iris-virginica
+15,6.179366488648658,3.0540000074383005,4.899491294219921,1.6654274751418228,Iris-virginica
+16,5.108948115329702,3.056960176912413,1.5100223837497826,0.26153080981603394,Iris-setosa
+17,5.108948198281907,3.0721733847683605,1.5100223831485744,0.26153080986490906,Iris-setosa
+18,5.108948187900027,3.0717679816791454,1.5100223831693194,0.2615308098760453,Iris-setosa
+19,6.1793667088092175,3.057837234169712,1.5100223836601567,0.2615308098245084,Iris-setosa
+20,5.108948082707528,3.068749737270598,1.5100223832392794,0.2615308098632486,Iris-setosa
+21,6.179366641311271,3.054103104022548,1.5100223828355657,0.2615308087231945,Iris-setosa
+22,6.179366488640129,3.0540000000008805,4.89949129367144,1.6654274751348765,Iris-versicolor
+23,6.17936659110947,3.071977815936742,1.5100223827926298,0.26153080943690565,Iris-setosa

iris/lct_gan/1/0/test.csv

@@ -0,0 +1,31 @@
+,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

iris/lct_gan/1/0/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/lct_gan/1/0/val.csv

@@ -0,0 +1,31 @@
+,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

iris/lct_gan/1/1/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108948148624189,3.071939284314424,1.5100223831461463,0.26153080984776184,Iris-setosa
+1,6.179366488642709,3.0540000000022878,4.8994912936765,1.6654274751348856,Iris-versicolor
+2,6.17936648863922,3.0540000000071204,4.899491293685684,1.665427475134906,Iris-virginica
+3,6.179366488921489,3.0540000095469413,4.899491294792949,1.6654274751594793,Iris-virginica
+4,6.179366488641931,3.054000000000789,4.899491293671221,1.6654274751348763,Iris-versicolor
+5,5.108948196705189,3.071138800888659,1.5100223832129671,0.26153080990902056,Iris-setosa
+6,5.1089481773206815,3.0727245041690687,1.5100223831026915,0.2615308098233487,Iris-setosa
+7,5.108948155443441,3.0723107231003035,1.5100223831334945,0.261530809841747,Iris-setosa
+8,6.179366500613644,3.068774995172434,1.5100223827255894,0.26153080930616573,Iris-setosa
+9,6.179366488653881,3.0540000021631584,4.899491294045024,1.665427475138277,Iris-virginica
+10,6.179366488644441,3.05400000000123,4.899491293673396,1.66542747513488,Iris-versicolor
+11,6.17936663956691,3.05400510694513,4.899491295582312,1.6654274755932181,Iris-virginica
+12,5.108948175156723,3.0718350055155432,1.5100223831455157,0.2615308098479108,Iris-setosa
+13,6.179366488688849,3.054000000026799,4.899491293726777,1.6654274751350593,Iris-virginica
+14,6.179366629327536,3.0540135170120717,4.899491296209794,1.6654274758687353,Iris-virginica
+15,6.1793665004362,3.0595998916797913,1.5100223825319166,0.2615308089204079,Iris-setosa
+16,5.108948135798165,3.072867081153097,1.51002238311665,0.26153080982981436,Iris-setosa
+17,5.108948315332921,3.0544560117143496,1.5100223841819196,0.26153080953155156,Iris-setosa
+18,6.179366488963222,3.0540000127945324,4.899491294601155,1.665427475158083,Iris-virginica
+19,5.108947991168994,3.0721738146147364,1.510022383079992,0.26153080975460236,Iris-setosa
+20,6.179366664719899,3.0540059116906115,4.899491295407161,1.665427475570336,Iris-virginica
+21,6.1793664887072,3.054000000023756,4.899491293728664,1.665427475135068,Iris-virginica
+22,5.108948182666701,3.072687577628536,1.510022383105137,0.2615308098269497,Iris-setosa
+23,6.179366488635235,3.0540000053231786,4.899491294066119,1.665427475138738,Iris-virginica
+24,6.179366488728889,3.054000000010184,4.89949129371137,1.6654274751349873,Iris-versicolor
+25,6.179366490076751,3.0540000010476445,4.899491294576848,1.6654274751458273,Iris-virginica
+26,6.1793664897244955,3.0540000003323042,4.899491294206335,1.6654274751392164,Iris-virginica
+27,6.179366488641967,3.0540000000157232,4.899491293697494,1.6654274751349398,Iris-virginica
+28,6.1793664886394435,3.0540000000005882,4.89949129366999,1.6654274751348745,Iris-versicolor
+29,6.179366510068413,3.0540001519617954,4.8994912951975085,1.6654274752625504,Iris-virginica
+30,6.179366488639763,3.054000000002998,4.8994912936777455,1.665427475134888,Iris-versicolor
+31,6.179366488644366,3.0540000000013,4.899491293673596,1.66542747513488,Iris-versicolor
+0,6.179366488655118,3.0540000000128535,4.899491293699288,1.6654274751349483,Iris-virginica
+1,5.108948110630848,3.0689551008039038,1.5100223833599256,0.2615308100075379,Iris-setosa
+2,6.179366488679308,3.0540000000115404,4.899491293703397,1.6654274751349651,Iris-virginica
+3,6.17936648865138,3.0540000000026994,4.8994912936795565,1.6654274751348923,Iris-versicolor
+4,6.179366508260682,3.054000799749145,4.899491295839572,1.6654274754285063,Iris-virginica
+5,6.179366488662413,3.054000021983099,4.89949129429139,1.6654274751458824,Iris-virginica
+6,6.179366591440964,3.065952727708076,1.5100223828056558,0.2615308093555208,Iris-setosa
+7,6.179366491621007,3.054000407402142,4.899491294502393,1.665427475229462,Iris-virginica
+8,6.179366488708795,3.0540000069557363,4.899491294344514,1.665427475146798,Iris-virginica
+9,5.108948175005346,3.071928958341935,1.5100223831569897,0.26153080986581795,Iris-setosa
+10,6.179366488639416,3.0540000000005727,4.89949129366994,1.6654274751348743,Iris-versicolor
+11,6.179366488782891,3.054000002634557,4.899491294328209,1.6654274751436196,Iris-virginica
+12,6.179366488677468,3.054000000528867,4.899491293906099,1.6654274751364964,Iris-virginica
+13,6.1793664890737485,3.0540006376752036,4.899491294568924,1.6654274752050602,Iris-virginica
+14,5.108947895893286,3.0778488895649865,1.5100223830180035,0.26153080978700716,Iris-setosa
+15,5.10894818869294,3.0709516213059707,1.5100223832603366,0.2615308099641077,Iris-setosa
+16,6.179366488703523,3.054000002426919,4.899491294170922,1.6654274751408968,Iris-virginica
+17,6.179366489191329,3.0540002087027136,4.899491294474756,1.665427475184889,Iris-virginica
+18,6.17936648871611,3.054000000044261,4.899491293754356,1.6654274751352007,Iris-virginica
+19,6.179366498161131,3.0612241624030507,1.5100223826130539,0.2615308090354071,Iris-setosa
+20,5.108948183925204,3.0705232383397196,1.510022383295972,0.26153080998658695,Iris-setosa
+21,5.108947840910929,3.0682592745062265,1.5100223830383939,0.26153080965808934,Iris-setosa
+22,5.108948158314041,3.071839271781071,1.5100223831978299,0.2615308099064928,Iris-setosa
+23,6.179366488683399,3.0540000056482577,4.899491294316391,1.6654274751450389,Iris-virginica
+24,6.179366488636213,3.054000000121352,4.89949129374504,1.665427475135145,Iris-virginica
+25,5.108948020764713,3.071145185797747,1.5100223832545236,0.261530809947869,Iris-setosa
+26,5.108948186932919,3.0713023179918273,1.5100223832165516,0.2615308099198623,Iris-setosa
+27,6.179366488639312,3.0540000000017415,4.8994912936743535,1.6654274751348817,Iris-versicolor
+28,6.179366488722658,3.0540000391912776,4.8994912945485956,1.6654274751558424,Iris-virginica
+29,6.179366488709806,3.054000000027665,4.899491293733284,1.665427475135095,Iris-virginica
+30,5.108948207789706,3.0684030943419485,1.5100223834927773,0.26153081014439195,Iris-setosa
+31,5.108948053426571,3.0706481867926048,1.5100223832945807,0.2615308099774763,Iris-setosa
+0,6.179366489280369,3.0540000998121193,4.899491294620714,1.6654274751828164,Iris-virginica
+1,5.108948160679969,3.0540021292465336,4.899491298275591,1.6654274759891714,Iris-virginica
+2,6.1793664886474104,3.0540000001181316,4.899491293760883,1.6654274751352267,Iris-virginica
+3,6.17936665271258,3.056945104317047,1.510022383022685,0.26153080925252414,Iris-setosa
+4,6.1793664931430206,3.0540809069461226,1.5100223824559234,0.2615308085679823,Iris-setosa
+5,5.108948168250799,3.072055172185275,1.5100223831384028,0.2615308098499839,Iris-setosa
+6,6.179366488636705,3.0540000000061607,4.899491293683155,1.6654274751348994,Iris-virginica
+7,6.179366489398925,3.0540000130497695,4.899491294919176,1.66542747516922,Iris-virginica
+8,5.108947929781995,3.0741196567120674,1.5100223831554014,0.2615308098791662,Iris-setosa
+9,6.17936648867011,3.054000000016999,4.899491293708979,1.6654274751349876,Iris-virginica
+10,5.108948185060953,3.0718093596250307,1.5100223831298298,0.26153080983539123,Iris-setosa
+11,6.179366524442563,3.0543451483521973,1.5100223828216772,0.2615308088285168,Iris-setosa
+12,6.179366488639777,3.054000000000512,4.899491293669617,1.6654274751348739,Iris-versicolor
+13,6.179366489240553,3.0540025500996513,4.899491294201632,1.665427475223,Iris-virginica
+14,6.179366488666398,3.054000000007035,4.899491293692561,1.6654274751349276,Iris-virginica
+15,5.108948131093732,3.0677549085459694,1.510022383421412,0.26153081003992384,Iris-setosa
+16,6.1793666423632825,3.0668794869587743,1.5100223830715243,0.26153080966617237,Iris-setosa
+17,5.108948187753405,3.0725294150910827,1.5100223831175517,0.26153080983947724,Iris-setosa
+18,6.179366488696814,3.0540000026843774,4.899491294159449,1.665427475141119,Iris-virginica
+19,6.179366682589237,3.0613463015603335,1.5100223831447441,0.26153080958521274,Iris-setosa
+20,6.179366563945475,3.054000157779153,4.8994912961222505,1.665427475348621,Iris-virginica
+21,6.179366488727138,3.054000000069671,4.899491293780718,1.6654274751353664,Iris-virginica
+22,6.1793664889212225,3.054000006043398,4.899491294574918,1.6654274751528881,Iris-virginica
+23,5.1089480372318565,3.073470606393602,1.5100223832100503,0.2615308099457171,Iris-setosa
+24,6.179366488662412,3.054000000126604,4.899491293773925,1.665427475135343,Iris-virginica
+25,6.1793665036118925,3.054651171276274,1.5100223830131358,0.2615308090052975,Iris-setosa
+26,5.108947883770288,3.064121948401942,1.5100223835187374,0.26153081006119816,Iris-setosa
+27,6.179366489724214,3.0540000115937396,4.899491295615629,1.6654274751865945,Iris-virginica
+28,6.179366488682555,3.054000000004804,4.899491293691401,1.6654274751349227,Iris-versicolor
+29,6.179366488699743,3.054002203136402,4.899491294217683,1.6654274751783709,Iris-virginica
+30,6.179366488661208,3.0540000000031124,4.899491293682395,1.6654274751348985,Iris-versicolor
+31,5.108948153371358,3.071712364065866,1.510022383191169,0.2615308098951777,Iris-setosa
+0,5.1089481882825964,3.0545358712746764,1.510022384355347,0.26153080967056086,Iris-setosa
+1,6.179366488641424,3.054000000016626,4.899491293697931,1.6654274751349432,Iris-virginica
+2,6.179366488799493,3.054000007919223,4.899491294671435,1.6654274751532938,Iris-virginica
+3,6.179366488659736,3.054000000012387,4.899491293699945,1.6654274751349496,Iris-virginica
+4,6.179366488661063,3.0540000000049368,4.89949129368708,1.6654274751349112,Iris-versicolor
+5,5.108948171361799,3.072398291017607,1.5100223830994226,0.26153080981133225,Iris-setosa
+6,5.108948085701381,3.0735787344909267,1.5100223831269137,0.26153080985421673,Iris-setosa
+7,6.179366493185594,3.0542520514453266,1.5100223824866075,0.2615308086370419,Iris-setosa
+8,6.179366660262726,3.06517478867828,1.510022383039821,0.2615308095951877,Iris-setosa
+9,5.1089478706289,3.077622854767765,1.5100223830205108,0.2615308097681452,Iris-setosa
+10,6.179366488683119,3.05400000001396,4.8994912937080795,1.665427475134984,Iris-virginica
+11,6.1793664893346225,3.054000001036848,4.899491294316105,1.665427475142734,Iris-virginica
+12,6.179366488660462,3.0540000000062895,4.899491293689565,1.6654274751349176,Iris-virginica
+13,5.108948194217759,3.0717338354558077,1.5100223831305724,0.2615308098348124,Iris-setosa
+14,5.108948021803207,3.075390799380597,1.5100223831255302,0.26153080988872174,Iris-setosa
+15,5.1089481821073335,3.072064417907134,1.5100223831272164,0.26153080983639126,Iris-setosa
+16,6.179366488640568,3.054000000000622,4.899491293670285,1.665427475134875,Iris-versicolor
+17,5.108948202592161,3.0711946326201702,1.5100223832019406,0.2615308099026506,Iris-setosa
+18,6.179366488642289,3.0540000000010497,4.89949129367236,1.665427475134878,Iris-versicolor
+19,5.1089479528981965,3.077205005452589,1.5100223829955093,0.2615308097457766,Iris-setosa
+20,5.108948018622447,3.073382009742837,1.510022383043835,0.2615308097431166,Iris-setosa
+21,6.179366489322711,3.0540000162777297,4.899491295132512,1.6654274751750306,Iris-virginica
+22,6.179366579016535,3.0599373778341934,1.5100223829211634,0.26153080931740214,Iris-setosa
+23,5.108947858462816,3.0837574242243884,1.5100223828543045,0.26153080964628095,Iris-setosa

iris/lct_gan/1/1/test.csv

@@ -0,0 +1,31 @@
+,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

iris/lct_gan/1/1/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/lct_gan/1/1/val.csv

@@ -0,0 +1,31 @@
+,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

iris/lct_gan/1/10/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366489405288,3.054000006042177,4.899491294821103,1.665427475159934,Iris-virginica
+1,5.108947973673967,3.0756099968835935,1.5100223830586186,0.26153080979604026,Iris-setosa
+2,6.179366489160627,3.0540000005742987,4.899491294128993,1.6654274751394664,Iris-virginica
+3,6.179366490222132,3.054000612025198,4.899491294760678,1.6654274752509954,Iris-virginica
+4,6.179366492554723,3.0540001065223645,4.899491294679832,1.665427475204471,Iris-virginica
+5,6.179366488642536,3.05400000000102,4.899491293672243,1.6654274751348779,Iris-versicolor
+6,6.179366508408368,3.054022160270138,4.899491294480025,1.6654274754177403,Iris-virginica
+7,6.179366488694527,3.0540000000269067,4.899491293730616,1.6654274751350764,Iris-virginica
+8,6.179366489651341,3.054220677942414,1.5100223823066785,0.2615308085323556,Iris-setosa
+9,6.1793664932778825,3.058470106889792,1.5100223825885586,0.26153080896009445,Iris-setosa
+10,5.10894818748458,3.071262683580118,1.5100223831958695,0.2615308098927156,Iris-setosa
+11,6.179366488690822,3.0540000143174497,4.899491294359573,1.665427475147804,Iris-virginica
+12,6.179366488678894,3.0540000000130623,4.899491293706076,1.6654274751349751,Iris-virginica
+13,6.179366490696168,3.0540000327966075,4.899491295717864,1.665427475211503,Iris-virginica
+14,5.108948180227112,3.073124116406547,1.5100223830944508,0.2615308098236465,Iris-setosa
+15,6.179366488675177,3.0540000097743105,4.899491294266041,1.6654274751447105,Iris-virginica
+16,5.108948129560501,3.072562134932814,1.5100223830751867,0.2615308097773039,Iris-setosa
+17,6.179366488650344,3.054000000003555,4.899491293681527,1.6654274751348965,Iris-versicolor
+18,5.108948133080943,3.072011042900602,1.510022383164466,0.2615308098679478,Iris-setosa
+19,6.179366488663873,3.0540000000146295,4.899491293704115,1.665427475134965,Iris-virginica
+20,5.108948033433931,3.075807001756288,1.5100223830131942,0.26153080976205756,Iris-setosa
+21,6.179366518847803,3.054000910140544,4.899491297416826,1.6654274756125307,Iris-virginica
+22,5.108947893114738,3.068397559466143,1.510022383354086,0.2615308100114558,Iris-setosa
+23,6.179366488923419,3.0540000001427066,4.899491293902146,1.6654274751362828,Iris-virginica
+24,6.179366502997142,3.081309676111603,1.5100223826680892,0.2615308094048816,Iris-setosa
+25,6.179366539305566,3.054000046831977,4.899491296812774,1.6654274752936447,Iris-virginica
+26,5.108947928458113,3.0550398536232044,1.510022383352939,0.2615308092589645,Iris-setosa
+27,5.108948067333774,3.0748485634716562,1.510022383047502,0.26153080979958804,Iris-setosa
+28,6.17936648875725,3.054000000110739,4.899491293822517,1.665427475135667,Iris-virginica
+29,6.179366489612798,3.054000003420514,4.899491294746169,1.665427475155231,Iris-virginica
+30,5.1089478836897575,3.0805629009440545,1.5100223831181803,0.26153080995568284,Iris-setosa
+31,5.108948114442561,3.071236485489954,1.5100223832718453,0.26153080997719996,Iris-setosa
+0,6.179366488670229,3.054000000010665,4.8994912936999695,1.6654274751349512,Iris-virginica
+1,6.179366502720744,3.054000346459784,4.8994912950070315,1.6654274752851592,Iris-virginica
+2,5.108948180992502,3.0726110826826663,1.5100223831006687,0.2615308098198432,Iris-setosa
+3,5.108948162025344,3.071933995755081,1.5100223832077408,0.26153080992155536,Iris-setosa
+4,5.1089478901974985,3.0702465557260803,1.5100223829957928,0.261530809630238,Iris-setosa
+5,5.1089481278338065,3.072170007173992,1.5100223831345259,0.26153080983702,Iris-setosa
+6,6.179366488916391,3.05400000599837,4.899491294494146,1.6654274751520337,Iris-virginica
+7,5.108948174672918,3.0717706911602334,1.5100223832139505,0.261530809925263,Iris-setosa
+8,5.108948031842526,3.066394521237288,1.5100223831439918,0.26153080970318393,Iris-setosa
+9,6.179366488705322,3.054000099937083,4.899491294258074,1.6654274751547569,Iris-virginica
+10,6.179366488659046,3.0540000000060634,4.899491293689056,1.6654274751349167,Iris-virginica
+11,6.179366488641731,3.0540000000292222,4.899491293709364,1.665427475134983,Iris-virginica
+12,6.1793665220367515,3.0748314034247652,1.5100223827242676,0.2615308094038336,Iris-setosa
+13,5.108948170962566,3.072403932147573,1.5100223831388122,0.2615308098566594,Iris-setosa
+14,6.179366488676184,3.0540000000278296,4.899491293724115,1.6654274751350486,Iris-virginica
+15,5.108948008807241,3.054005155380435,4.899491295769566,1.665427475639796,Iris-virginica
+16,5.108948190772678,3.0717972466507546,1.5100223831215995,0.2615308098264313,Iris-setosa
+17,6.179366536407301,3.073376563412165,1.510022382831331,0.261530809513675,Iris-setosa
+18,6.179366488641755,3.054000000001857,4.899491293675021,1.6654274751348828,Iris-versicolor
+19,6.179366488653324,3.054000000006038,4.899491293687938,1.6654274751349132,Iris-virginica
+20,5.108948025472524,3.0646734823548663,1.5100223833675759,0.26153080990377775,Iris-setosa
+21,6.1793664886437005,3.054000000000974,4.899491293672263,1.665427475134878,Iris-versicolor
+22,6.179366488648681,3.0540000000010608,4.899491293673162,1.6654274751348794,Iris-versicolor
+23,6.179366488784145,3.0540000026913083,4.89949129425379,1.6654274751432951,Iris-virginica
+24,5.10894799954242,3.073257713304117,1.5100223832743505,0.2615308100119281,Iris-setosa
+25,6.179366488657209,3.054000000042642,4.899491293729339,1.6654274751350648,Iris-virginica
+26,6.1793664887201585,3.0540000000326604,4.899491293742955,1.6654274751351417,Iris-virginica
+27,6.179366488691199,3.054000000014288,4.899491293710598,1.6654274751349916,Iris-virginica
+28,6.17936655573683,3.071882029421129,1.5100223828566044,0.2615308095237639,Iris-setosa
+29,6.179366488754151,3.054000017906116,4.899491294516072,1.665427475153684,Iris-virginica
+30,5.108948174951951,3.0731327326530016,1.5100223831000323,0.2615308098273679,Iris-setosa
+31,5.108948166070676,3.0708726293873334,1.5100223832213058,0.26153080990778926,Iris-setosa
+0,6.179366488725465,3.054006661271468,4.899491294220542,1.6654274752033362,Iris-virginica
+1,6.17936648864042,3.0540000000295167,4.899491293708491,1.6654274751349762,Iris-virginica
+2,5.1089481582440825,3.072590321263705,1.510022383092701,0.26153080980722704,Iris-setosa
+3,5.108947985651056,3.054199826519337,1.5100223833944304,0.26153080901590203,Iris-setosa
+4,5.108948067829789,3.0735087468074207,1.5100223831151016,0.2615308098387215,Iris-setosa
+5,6.1793666424897165,3.0548734314346984,1.5100223834912887,0.26153080932987155,Iris-setosa
+6,6.179366496803358,3.073972937425698,1.5100223825872943,0.2615308092125137,Iris-setosa
+7,6.179366553609422,3.054175737790587,1.5100223827408978,0.26153080872131945,Iris-setosa
+8,6.179366488685736,3.05400000001649,4.899491293713559,1.665427475135002,Iris-virginica
+9,6.179366492085021,3.056521741054915,1.5100223825552554,0.2615308088495468,Iris-setosa
+10,6.179366493224983,3.054781179077349,1.5100223825082475,0.26153080871332046,Iris-setosa
+11,5.108947936722072,3.0766617665687708,1.5100223831538824,0.2615308099314786,Iris-setosa
+12,6.1793664887108015,3.054000000033022,4.899491293741623,1.665427475135139,Iris-virginica
+13,6.179366488728691,3.0540000007301877,4.899491293995893,1.665427475137605,Iris-virginica
+14,5.108948085025416,3.069485716371494,1.5100223833069153,0.2615308099677555,Iris-setosa
+15,6.179366488639576,3.054000000000561,4.8994912936698665,1.6654274751348743,Iris-versicolor
+16,6.179366488642667,3.054000006311672,4.89949129412361,1.6654274751403286,Iris-virginica
+17,5.10894816237969,3.072256646172349,1.5100223831015709,0.2615308098035105,Iris-setosa
+18,5.1089481264631855,3.0728005660487394,1.5100223831208326,0.26153080983764343,Iris-setosa
+19,6.17936648874289,3.05400000001065,4.899491293717663,1.6654274751350024,Iris-versicolor
+20,6.179366534833687,3.054000495832654,4.899491295811822,1.6654274753989398,Iris-virginica
+21,6.179366488664318,3.054000000018724,4.899491293710077,1.6654274751349867,Iris-virginica
+22,6.179366569353263,3.0556550924793084,1.5100223835207829,0.26153080949440344,Iris-setosa
+23,6.179366488684945,3.0540000256182323,4.899491294313209,1.6654274751484732,Iris-virginica
+24,6.179366488646674,3.0540000000179077,4.899491293701415,1.6654274751349543,Iris-virginica
+25,5.1089481577275,3.072235501594446,1.510022383139259,0.2615308098509746,Iris-setosa
+26,6.179366491208667,3.0540027064577875,4.899491294453108,1.6654274752923677,Iris-virginica
+27,5.10894802794359,3.0747049336054935,1.5100223831577277,0.2615308099102013,Iris-setosa
+28,5.108948019884928,3.075212266632682,1.5100223831360944,0.2615308098912395,Iris-setosa
+29,6.179366488696639,3.054000000041143,4.89949129374414,1.6654274751351537,Iris-virginica
+30,6.179366488751555,3.0540000000351943,4.899491293753552,1.6654274751351976,Iris-virginica
+31,6.179366488698646,3.054000000009927,4.899491293705243,1.6654274751349682,Iris-virginica
+0,6.179366517122436,3.057725711573948,1.5100223828305743,0.26153080914434157,Iris-setosa
+1,6.1793664886385065,3.0540000000009235,4.899491293671403,1.6654274751348765,Iris-versicolor
+2,6.179366488754905,3.0540000022315263,4.89949129431906,1.6654274751418583,Iris-virginica
+3,6.179366488768224,3.054000000043515,4.899491293768596,1.6654274751352824,Iris-virginica
+4,6.179366488689267,3.0540000001652334,4.89949129381889,1.6654274751356257,Iris-virginica
+5,6.179366488667002,3.0540000000288576,4.899491293721122,1.6654274751350373,Iris-virginica
+6,6.179366489676632,3.0540000005790513,4.8994912943181115,1.665427475141324,Iris-virginica
+7,5.108947996711528,3.0562946066881245,1.5100223832644277,0.2615308093748943,Iris-setosa
+8,5.108948164585134,3.070874112115843,1.510022383256805,0.2615308099480928,Iris-setosa
+9,5.108948182529687,3.0718171032994417,1.5100223831637656,0.2615308098761016,Iris-setosa
+10,5.108948044453044,3.06911342594242,1.5100223831669664,0.2615308097852059,Iris-setosa
+11,6.179366488643218,3.054000000004021,4.899491293681107,1.6654274751348954,Iris-versicolor
+12,6.179366490504205,3.05412719577617,1.510022382375796,0.26153080855018657,Iris-setosa
+13,5.108948098198704,3.071883821252651,1.5100223831664106,0.2615308098716871,Iris-setosa
+14,6.1793664886448765,3.0540000000010528,4.89949129367269,1.6654274751348788,Iris-versicolor
+15,6.179366557957278,3.057891872151832,1.5100223827992123,0.2615308091155729,Iris-setosa
+16,6.179366488641526,3.054000000002034,4.899491293675567,1.6654274751348837,Iris-versicolor
+17,5.108947866413426,3.0798057450670253,1.5100223829220165,0.26153080968641146,Iris-setosa
+18,6.179366489045984,3.0540000001044345,4.89949129391354,1.6654274751362328,Iris-virginica
+19,5.108947910793681,3.0578250032694174,1.510022383175968,0.26153080942474144,Iris-setosa
+20,6.179366489365912,3.054003028470749,4.8994912946224005,1.6654274752720521,Iris-virginica
+21,6.179366488676879,3.0540000000069374,4.899491293695091,1.6654274751349345,Iris-virginica
+22,6.179366519046544,3.054045022339068,1.510022382838571,0.261530808668845,Iris-setosa
+23,5.108947944842061,3.0719924999397152,1.5100223831498856,0.26153080983539667,Iris-setosa

iris/lct_gan/1/10/test.csv

@@ -0,0 +1,31 @@
+,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

iris/lct_gan/1/10/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/lct_gan/1/10/val.csv

@@ -0,0 +1,31 @@
+,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

iris/lct_gan/1/11/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488977157,3.05400006187896,4.89949129442927,1.665427475165248,Iris-virginica
+1,6.179366488641253,3.054000000000698,4.899491293670739,1.6654274751348757,Iris-versicolor
+2,6.17936649381412,3.070361609662764,1.5100223825435175,0.2615308091055004,Iris-setosa
+3,6.179366498701553,3.054065724782442,1.5100223825472499,0.26153080859118194,Iris-setosa
+4,6.179366488642817,3.0540000000007934,4.899491293671282,1.6654274751348765,Iris-versicolor
+5,5.108948078175514,3.073969926891156,1.5100223830517945,0.2615308097783001,Iris-setosa
+6,5.1089482059753895,3.0712581774377736,1.5100223831940034,0.26153080989697974,Iris-setosa
+7,6.179366488634427,3.054000000007291,4.899491293683482,1.6654274751348994,Iris-virginica
+8,6.179366488640131,3.0540000000005376,4.89949129366979,1.665427475134874,Iris-versicolor
+9,6.179366490743593,3.0540000045679174,4.899491295069434,1.6654274751637395,Iris-virginica
+10,6.179366730492792,3.0540282138974817,1.5100223832051223,0.2615308087480525,Iris-setosa
+11,6.179366488664325,3.054000000007861,4.899491293693778,1.66542747513493,Iris-virginica
+12,5.108948141505637,3.072175339200946,1.5100223831796054,0.2615308098907797,Iris-setosa
+13,5.108948129831827,3.073016648372945,1.5100223830886879,0.2615308098139502,Iris-setosa
+14,6.179366488639445,3.0540000000112206,4.899491293690685,1.665427475134919,Iris-virginica
+15,6.17936648864743,3.054000000003371,4.899491293680378,1.665427475134894,Iris-versicolor
+16,5.10894818843027,3.066890114789673,1.5100223836349682,0.26153081024022967,Iris-setosa
+17,6.179366501572874,3.0540002125326158,4.899491295855152,1.6654274753155371,Iris-virginica
+18,6.1793664898204925,3.054000206145392,4.89949129480629,1.6654274752142801,Iris-virginica
+19,6.179366538393844,3.054001884694449,4.899491294749326,1.665427475351065,Iris-virginica
+20,6.179366488651496,3.054000198178153,4.8994912943095486,1.6654274751512779,Iris-virginica
+21,6.179366488738948,3.054000000302156,4.8994912939125745,1.665427475136493,Iris-virginica
+22,6.179366488820746,3.0540000278388417,4.89949129442508,1.665427475156303,Iris-virginica
+23,6.179366583120586,3.054004107568972,4.899491295451818,1.6654274755440117,Iris-virginica
+24,6.1793664893191265,3.0540000025444423,4.899491294545147,1.6654274751485685,Iris-virginica
+25,6.179366488764373,3.0540005346871473,4.899491294291169,1.6654274751722333,Iris-virginica
+26,5.108948018184932,3.0641867666595575,1.51002238315499,0.2615308096686482,Iris-setosa
+27,6.179366515058639,3.054000704772619,4.899491294754233,1.6654274752992613,Iris-virginica
+28,5.108948131022123,3.072512700989683,1.5100223831117092,0.26153080981514787,Iris-setosa
+29,6.179366488819716,3.054000036506189,4.899491294501994,1.665427475158747,Iris-virginica
+30,5.108948084406799,3.0540042608415097,4.899491296316958,1.6654274757331664,Iris-virginica
+31,6.179366488643461,3.054000000006319,4.899491293685695,1.6654274751349067,Iris-virginica
+0,6.17936648879759,3.0540000002792542,4.8994912939256805,1.6654274751366978,Iris-virginica
+1,5.108948170611822,3.072133077413636,1.510022383111705,0.261530809813361,Iris-setosa
+2,6.179366488675634,3.0540000000113623,4.899491293702322,1.66542747513496,Iris-virginica
+3,5.108947999658392,3.0540168162914774,1.5100223833668274,1.6654274758962493,Iris-setosa
+4,6.179366654535099,3.0590121834174924,1.5100223829499115,0.26153080929778394,Iris-setosa
+5,6.179366528143835,3.0541041271024527,1.510022382598931,0.26153080863584094,Iris-setosa
+6,5.108948072624047,3.065940225940168,1.5100223832411517,0.2615308097940549,Iris-setosa
+7,6.179366488638766,3.054000000728452,4.899491293855397,1.6654274751359694,Iris-virginica
+8,6.179366488697007,3.054000000049952,4.899491293752062,1.6654274751351987,Iris-virginica
+9,6.179366692768643,3.0540814434742916,1.510022383076406,0.26153080879126167,Iris-setosa
+10,6.179366488640088,3.0540000000010052,4.899491293671926,1.6654274751348774,Iris-versicolor
+11,6.1793664886802535,3.0540000000103,4.899491293701592,1.6654274751349587,Iris-virginica
+12,6.179366489291467,3.0540001152996816,4.899491294658259,1.6654274751854514,Iris-virginica
+13,6.179366488747671,3.0540000000285867,4.899491293748395,1.6654274751351374,Iris-virginica
+14,5.108948099593346,3.071273085218448,1.5100223831997504,0.26153080988538263,Iris-setosa
+15,6.179366490027203,3.054014850617811,4.899491294247364,1.6654274753147502,Iris-virginica
+16,6.179366488659552,3.054000000014044,4.899491293702713,1.6654274751349583,Iris-virginica
+17,5.108948046510114,3.05591515356146,1.5100223842522846,0.2615308100019823,Iris-setosa
+18,5.108948026085487,3.0715623525104387,1.5100223832365443,0.26153080992636646,Iris-setosa
+19,5.108948111407323,3.0717221120801192,1.5100223832292632,0.26153080993967825,Iris-setosa
+20,6.179366488666547,3.0540000003321297,4.89949129385118,1.6654274751358948,Iris-virginica
+21,6.179366489003717,3.0540000243135847,4.899491294522469,1.6654274751616331,Iris-virginica
+22,5.1089481868269795,3.072055111008637,1.510022383129957,0.2615308098485389,Iris-setosa
+23,5.108948016956704,3.0540324663907197,1.5100223842714309,0.26153080904527637,Iris-setosa
+24,6.179366555147128,3.0912157579174826,1.5100223827407684,0.2615308095605781,Iris-setosa
+25,5.108947957045614,3.055264762086079,1.510022383530614,0.2615308094212314,Iris-setosa
+26,5.108947855168537,3.054000251996697,4.899491298209284,1.6654274755779586,Iris-virginica
+27,6.179366488635191,3.0540000005682653,4.899491293825805,1.665427475135668,Iris-virginica
+28,6.179366488668051,3.0540000000443035,4.899491293735545,1.6654274751350975,Iris-virginica
+29,6.1793664888936854,3.0540008771102376,4.899491294289648,1.6654274751886478,Iris-virginica
+30,5.108947938200358,3.062371621204194,1.510022383320263,0.261530809789712,Iris-setosa
+31,6.1793665023790005,3.054641966003442,1.5100223826569497,0.2615308087989776,Iris-setosa
+0,6.1793664886589195,3.054000000011569,4.899491293698745,1.6654274751349458,Iris-virginica
+1,6.179366489993768,3.054227231640663,1.5100223824002446,0.2615308085723475,Iris-setosa
+2,5.108948180479422,3.071317238651794,1.5100223832018598,0.26153080989733013,Iris-setosa
+3,6.179366644125697,3.0565518260752045,1.510022383164449,0.2615308093154554,Iris-setosa
+4,6.179366492123817,3.0542927425878648,1.510022382724845,0.26153080876156726,Iris-setosa
+5,6.179366488637988,3.0540000000042076,4.8994912936799215,1.6654274751348923,Iris-virginica
+6,5.108947993153528,3.0565925449635616,1.5100223845860583,0.2615308103807934,Iris-setosa
+7,6.179366488771292,3.0540000008490753,4.89949129404584,1.6654274751385556,Iris-virginica
+8,5.108948174553968,3.0712556691956254,1.5100223832208988,0.26153080992309646,Iris-setosa
+9,5.108948144795438,3.06988118469672,1.5100223833231072,0.26153080999547723,Iris-setosa
+10,6.179366488653053,3.054000002147848,4.899491294040862,1.665427475138178,Iris-virginica
+11,6.17936648865676,3.054000001287428,4.899491293972651,1.6654274751373113,Iris-virginica
+12,6.179366488640605,3.05400000028666,4.8994912937954,1.6654274751354599,Iris-virginica
+13,6.17936648864123,3.0540000000005847,4.899491293670126,1.6654274751348748,Iris-versicolor
+14,6.179366604119983,3.0581623050889504,1.5100223829364747,0.26153080924343325,Iris-setosa
+15,6.179366488660723,3.0540000000031418,4.899491293682469,1.6654274751348994,Iris-versicolor
+16,5.108948082537686,3.073292875381624,1.5100223831353479,0.26153080986132865,Iris-setosa
+17,6.179366498769512,3.0639807060345636,1.5100223825783836,0.2615308090593202,Iris-setosa
+18,5.108948179038618,3.0716634613935367,1.5100223831240096,0.26153080982634175,Iris-setosa
+19,5.108948092157604,3.072729071488051,1.510022383198698,0.26153080992609923,Iris-setosa
+20,5.108947968203143,3.0774874724783188,1.5100223830653505,0.2615308098507537,Iris-setosa
+21,5.108948188713207,3.0725337586323636,1.5100223831382065,0.2615308098601727,Iris-setosa
+22,6.179366488652935,3.0540000018628146,4.899491293999647,1.6654274751378535,Iris-virginica
+23,6.179366488669958,3.054000000013045,4.89949129370331,1.6654274751349636,Iris-virginica
+24,6.179366543713564,3.054003070959286,4.89949129510425,1.6654274754564893,Iris-virginica
+25,5.108947889869537,3.054279879243891,1.51002238304575,0.2615308089035646,Iris-setosa
+26,6.179366488905121,3.054000053812876,4.899491294781529,1.665427475170972,Iris-virginica
+27,6.179366488819062,3.0540000015372013,4.89949129422304,1.6654274751414866,Iris-virginica
+28,6.179366488643089,3.054000000000791,4.899491293671347,1.6654274751348765,Iris-versicolor
+29,6.1793664887407,3.054000001611397,4.899491294168705,1.665427475140268,Iris-virginica
+30,6.179366489872096,3.0540000554345235,4.899491294649088,1.6654274751836982,Iris-virginica
+31,6.179366488805958,3.054000000036242,4.899491293768487,1.66542747513527,Iris-virginica
+0,6.179366488646316,3.054000000001411,4.899491293674261,1.6654274751348814,Iris-versicolor
+1,5.108947861201431,3.0566156510174123,1.5100223829733055,0.2615308091781341,Iris-setosa
+2,6.179366488713976,3.054000000090528,4.899491293786034,1.665427475135422,Iris-virginica
+3,6.179366488639615,3.0540000000004146,4.899491293669115,1.6654274751348732,Iris-versicolor
+4,6.1793664982934935,3.054000399717379,4.899491294966238,1.6654274752822138,Iris-virginica
+5,5.1089482232545365,3.07077401425718,1.5100223832309445,0.26153080992343847,Iris-setosa
+6,5.108948035020007,3.074088701333362,1.5100223831587614,0.26153080990189587,Iris-setosa
+7,5.1089480631698425,3.059907683418686,1.5100223836537636,0.26153080998418504,Iris-setosa
+8,5.108948187513303,3.0712863734281335,1.5100223831970452,0.2615308098964556,Iris-setosa
+9,6.17936648872071,3.054000000294381,4.899491293882008,1.6654274751363114,Iris-virginica
+10,6.179366488643588,3.0540000000041103,4.899491293681337,1.6654274751348963,Iris-virginica
+11,6.179366488639513,3.054000000000505,4.899491293669585,1.6654274751348739,Iris-versicolor
+12,5.108948049977488,3.070451862912483,1.5100223833654267,0.261530810045793,Iris-setosa
+13,5.108948197238885,3.0719428808567595,1.5100223831272084,0.2615308098404747,Iris-setosa
+14,6.179366488656297,3.054000000072967,4.899491293744736,1.6654274751351563,Iris-virginica
+15,5.108948124821539,3.054221606861361,1.5100223837316358,0.2615308091769544,Iris-setosa
+16,5.108947925076273,3.069521578760512,1.5100223832135218,0.26153080985647076,Iris-setosa
+17,6.1793664906500085,3.0540000161040823,4.8994912953233865,1.6654274751857316,Iris-virginica
+18,5.10894800257498,3.057383845655256,1.5100223832074946,0.2615308094353655,Iris-setosa
+19,5.108948133004205,3.072750080833386,1.51002238311728,0.2615308098373372,Iris-setosa
+20,6.179366488643768,3.054000000005375,4.8994912936837105,1.6654274751349012,Iris-virginica
+21,5.108947895191236,3.0683373358960053,1.510022383318495,0.26153080996345895,Iris-setosa
+22,6.179366488639901,3.0540000000004897,4.899491293669506,1.6654274751348739,Iris-versicolor
+23,6.17936648863957,3.054000000000431,4.899491293669199,1.6654274751348734,Iris-versicolor

iris/lct_gan/1/11/test.csv

@@ -0,0 +1,31 @@
+,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

iris/lct_gan/1/11/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/lct_gan/1/11/val.csv

@@ -0,0 +1,31 @@
+,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

iris/lct_gan/1/12/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108948027555491,3.0757974034638065,1.5100223830967279,0.2615308098649285,Iris-setosa
+1,6.179366488658862,3.0540000000049687,4.899491293686815,1.6654274751349107,Iris-versicolor
+2,5.108948072550261,3.0707817547117675,1.5100223832814548,0.2615308099671947,Iris-setosa
+3,6.179366489583427,3.054001537753211,4.899491294604845,1.6654274752529261,Iris-virginica
+4,6.17936648863972,3.054000000000678,4.899491293670431,1.665427475134875,Iris-versicolor
+5,6.1793664887459085,3.05400000025444,4.899491293891057,1.665427475136255,Iris-virginica
+6,5.108948159799933,3.072601682409301,1.5100223830846196,0.2615308097922737,Iris-setosa
+7,6.17936648872719,3.054004676901053,4.899491294002805,1.6654274751829545,Iris-virginica
+8,6.179366488783026,3.054000000986878,4.899491294095882,1.6654274751392868,Iris-virginica
+9,6.17936648864917,3.0540000000023957,4.899491293677951,1.6654274751348885,Iris-versicolor
+10,6.1793664886469415,3.054000000005376,4.899491293684911,1.665427475134904,Iris-virginica
+11,6.179366491427696,3.0562726887489755,1.5100223826752983,0.2615308089239596,Iris-setosa
+12,6.17936648958831,3.054000001512662,4.899491294481469,1.665427475146441,Iris-virginica
+13,5.108948029337581,3.0722560923627857,1.5100223831583002,0.2615308098508117,Iris-setosa
+14,5.10894818197097,3.0723285770190594,1.5100223831265498,0.2615308098394664,Iris-setosa
+15,6.1793664886364725,3.0540000001001637,4.8994912937381905,1.6654274751351064,Iris-virginica
+16,5.108948034837605,3.074476825242234,1.5100223831691282,0.26153080992444777,Iris-setosa
+17,6.179366504700058,3.0913209946137177,1.5100223826087247,0.26153080939111434,Iris-setosa
+18,6.179366489293902,3.0540008046161695,4.899491294330325,1.6654274752065017,Iris-virginica
+19,6.179366488630862,3.0540000002805776,4.899491293770737,1.6654274751352565,Iris-virginica
+20,6.179366537377858,3.0567912619771573,1.510022383050692,0.2615308092684149,Iris-setosa
+21,5.1089478501753,3.072808868362448,1.510022382959114,0.2615308096368048,Iris-setosa
+22,6.179366488639998,3.0540000000005665,4.899491293669918,1.6654274751348743,Iris-versicolor
+23,6.179366488647506,3.054000003552155,4.899491294097105,1.6654274751388694,Iris-virginica
+24,6.179366488664682,3.0540000000661434,4.899491293750592,1.6654274751351723,Iris-virginica
+25,6.179366488666706,3.054000000013824,4.899491293704747,1.6654274751349685,Iris-virginica
+26,5.108948059248214,3.0728191878952904,1.5100223830695694,0.26153080976815807,Iris-setosa
+27,5.108948143779188,3.072401799014809,1.510022383142914,0.26153080985635724,Iris-setosa
+28,5.108947878461811,3.0744749722340745,1.5100223831573787,0.26153080989406263,Iris-setosa
+29,6.179366489325631,3.054000004292127,4.899491294661085,1.6654274751542104,Iris-virginica
+30,5.108947923314838,3.0702734670070475,1.5100223829947952,0.2615308096244024,Iris-setosa
+31,5.1089479176954145,3.0543430976267794,1.5100223831822626,0.261530808999879,Iris-setosa
+0,5.108948102982128,3.0732603358499833,1.510022383083679,0.26153080980235477,Iris-setosa
+1,6.179366489264017,3.054002855847829,4.899491294178587,1.6654274752228446,Iris-virginica
+2,6.1793664886464335,3.054000000001802,4.899491293675682,1.6654274751348843,Iris-versicolor
+3,5.108948171458981,3.0722045542652983,1.5100223831420656,0.2615308098519938,Iris-setosa
+4,5.108948033542572,3.0709543678150237,1.5100223831100472,0.26153080977162435,Iris-setosa
+5,5.108948141398198,3.0718495124282494,1.5100223831930997,0.26153080990183875,Iris-setosa
+6,6.179366488650047,3.054000000001823,4.899491293676278,1.6654274751348852,Iris-versicolor
+7,6.179366567639108,3.0608962379156437,1.510022382795727,0.26153080921698246,Iris-setosa
+8,6.1793664886394035,3.054000000000441,4.8994912936692465,1.6654274751348734,Iris-versicolor
+9,5.1089481802497305,3.072770734388275,1.510022383122748,0.2615308098466274,Iris-setosa
+10,6.179366490011808,3.054011691030459,4.899491294261153,1.6654274753063258,Iris-virginica
+11,5.108948169956575,3.072510701479575,1.5100223830811386,0.2615308097870439,Iris-setosa
+12,6.179366488649758,3.0540000000013925,4.8994912936746635,1.6654274751348823,Iris-versicolor
+13,6.179366488641291,3.0540000000008916,4.899491293671582,1.665427475134877,Iris-versicolor
+14,5.108948117652419,3.0677148668266456,1.5100223833280133,0.26153080992661054,Iris-setosa
+15,5.108948194563398,3.0719561803358255,1.5100223831508592,0.2615308098645189,Iris-setosa
+16,6.179366488695082,3.0540000000263836,4.899491293728552,1.6654274751350657,Iris-virginica
+17,6.179366545117883,3.054000102495897,4.899491296635191,1.6654274753387348,Iris-virginica
+18,6.179366488640046,3.054000000000562,4.899491293669919,1.6654274751348743,Iris-versicolor
+19,5.108948135752578,3.071801899295047,1.510022383155542,0.26153080985543203,Iris-setosa
+20,5.108948049802792,3.055682645410636,1.5100223834012219,0.26153080940190065,Iris-setosa
+21,6.179366488645275,3.054000000001633,4.899491293674988,1.665427475134883,Iris-versicolor
+22,6.179366488642432,3.054000000001178,4.899491293672795,1.6654274751348788,Iris-versicolor
+23,6.1793664886396185,3.0540000000004404,4.899491293669249,1.6654274751348734,Iris-versicolor
+24,5.108948267562081,3.0561039430556685,1.510022384437527,0.261530810170418,Iris-setosa
+25,5.108947877510617,3.0740930384349965,1.5100223830024324,0.26153080969716425,Iris-setosa
+26,5.108948010660891,3.0743950240279947,1.510022383128936,0.26153080985960037,Iris-setosa
+27,6.179366489487296,3.0542864972631367,1.510022382345039,0.2615308085554234,Iris-setosa
+28,6.1793664887838675,3.0540000340463367,4.899491294609844,1.6654274751597133,Iris-virginica
+29,5.108947917959285,3.078438186407478,1.510022383075537,0.26153080986629224,Iris-setosa
+30,6.179366604143121,3.054399715623984,1.5100223828001813,0.261530808825966,Iris-setosa
+31,5.10894818514052,3.0721194366333275,1.5100223831309707,0.2615308098397158,Iris-setosa
+0,6.179366488644122,3.0540000000011296,4.899491293672913,1.6654274751348792,Iris-versicolor
+1,6.17936648883348,3.0540001372724337,4.899491294483552,1.6654274751687013,Iris-virginica
+2,6.179366488640705,3.0540000000006775,4.899491293670539,1.6654274751348752,Iris-versicolor
+3,6.179366488638899,3.0540000000005865,4.899491293669986,1.6654274751348743,Iris-versicolor
+4,6.1793664886589195,3.054000004155013,4.899491294152358,1.6654274751406934,Iris-virginica
+5,6.179366488676784,3.054000000211428,4.899491293829616,1.665427475135702,Iris-virginica
+6,6.179366488649315,3.054000000002966,4.89949129367965,1.6654274751348923,Iris-versicolor
+7,6.179366488640737,3.054000000003631,4.899491293679353,1.6654274751348916,Iris-versicolor
+8,6.179366488639488,3.054000000001871,4.899491293674645,1.6654274751348819,Iris-versicolor
+9,5.10894804830594,3.0734082995979572,1.5100223831259858,0.2615308098492611,Iris-setosa
+10,5.108948015149819,3.0691554092150373,1.5100223833715887,0.2615308100238322,Iris-setosa
+11,5.108947998083099,3.077146110059455,1.5100223830063921,0.2615308097716191,Iris-setosa
+12,5.1089479620938345,3.0552357833768617,1.5100223839128002,0.26153080965444553,Iris-setosa
+13,5.108948186747964,3.071259352673183,1.5100223832117416,0.26153080991370004,Iris-setosa
+14,6.1793665617985205,3.0574570748956074,1.510022382885339,0.2615308091638659,Iris-setosa
+15,5.1089479853567346,3.054523114386102,1.5100223835318982,0.26153080924755745,Iris-setosa
+16,6.17936648864261,3.0540000000012166,4.8994912936730755,1.6654274751348794,Iris-versicolor
+17,6.179366553500924,3.054000071758399,4.899491298127701,1.6654274753801812,Iris-virginica
+18,5.108948361681372,3.0540007975449988,4.899491298830164,1.6654274758991259,Iris-virginica
+19,6.17936648865925,3.0540000000044825,4.899491293686192,1.665427475134908,Iris-versicolor
+20,6.179366488646733,3.0540000000031102,4.8994912936795805,1.665427475134892,Iris-versicolor
+21,6.179366488675709,3.054000000004538,4.899491293688983,1.6654274751349156,Iris-versicolor
+22,5.108948041921352,3.0664079664133466,1.5100223832715969,0.26153080984618143,Iris-setosa
+23,6.1793664886640425,3.0540000000456144,4.8994912937331705,1.6654274751350966,Iris-virginica
+24,6.17936648865008,3.0540000000013885,4.899491293674717,1.6654274751348823,Iris-versicolor
+25,6.179366522413745,3.06119666511429,1.5100223828228454,0.26153080926998845,Iris-setosa
+26,5.108947942740804,3.0772885775695,1.5100223830217183,0.2615308097757745,Iris-setosa
+27,6.179366488646638,3.054000000005479,4.899491293684989,1.665427475134905,Iris-virginica
+28,5.108948391266558,3.0541600999779255,1.5100223838592395,0.26153080917375093,Iris-setosa
+29,5.108948086543185,3.073365429264093,1.5100223831233857,0.26153080984789956,Iris-setosa
+30,5.108948183117128,3.071954713706431,1.5100223831514532,0.2615308098599614,Iris-setosa
+31,6.179366668932725,3.0574730862706287,1.5100223828566184,0.2615308091445974,Iris-setosa
+0,6.179366488988694,3.0540000089057746,4.899491294800469,1.6654274751590241,Iris-virginica
+1,6.1793664886395785,3.0540000000028398,4.899491293677286,1.6654274751348868,Iris-versicolor
+2,5.1089482073033,3.071373432613397,1.5100223831834718,0.2615308098871417,Iris-setosa
+3,5.108947894149128,3.076159601357561,1.5100223830660409,0.26153080980305926,Iris-setosa
+4,6.1793664886428585,3.054000000001508,4.899491293674062,1.665427475134881,Iris-versicolor
+5,6.179366488688055,3.0540000000083234,4.899491293700134,1.6654274751349505,Iris-virginica
+6,6.179366693506289,3.0543332588034544,1.5100223841968665,0.2615308094723549,Iris-setosa
+7,5.108947933075523,3.0649525122195014,1.5100223831118844,0.261530809651514,Iris-setosa
+8,6.179366488632828,3.0540000014016493,4.899491293891667,1.66542747513628,Iris-virginica
+9,6.179366488670691,3.0540000000046197,4.89949129368889,1.6654274751349154,Iris-versicolor
+10,5.108948213468555,3.071079979551455,1.510022383205614,0.261530809899771,Iris-setosa
+11,6.179366488821552,3.054000000386626,4.899491293963731,1.6654274751371847,Iris-virginica
+12,6.179366488640979,3.054000000000595,4.89949129367015,1.6654274751348748,Iris-versicolor
+13,5.108948108093777,3.0620701797612897,1.5100223833608273,0.2615308098026376,Iris-setosa
+14,6.1793664897444796,3.054007907206991,4.899491294997606,1.6654274753934442,Iris-virginica
+15,6.179366488685514,3.0540000003817336,4.899491293894017,1.6654274751362164,Iris-virginica
+16,5.108948090168891,3.0714620952705345,1.5100223832459951,0.2615308099506166,Iris-setosa
+17,6.179366646882145,3.0545979119318227,1.5100223833687936,0.26153080917943394,Iris-setosa
+18,5.1089479160223155,3.0575326183837688,1.510022383435698,0.2615308096353495,Iris-setosa
+19,6.179366488645522,3.054000000000979,4.899491293672502,1.6654274751348783,Iris-versicolor
+20,5.10894818797474,3.0715625827277857,1.5100223831808033,0.2615308098830414,Iris-setosa
+21,6.179366489374758,3.0540000051753586,4.899491294876092,1.6654274751587796,Iris-virginica
+22,5.108948176871006,3.0730655687543016,1.5100223831006867,0.2615308098279872,Iris-setosa
+23,5.108947987639318,3.0763214039049607,1.5100223830682171,0.26153080983463484,Iris-setosa

iris/lct_gan/1/12/test.csv

@@ -0,0 +1,31 @@
+,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

iris/lct_gan/1/12/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/lct_gan/1/12/val.csv

@@ -0,0 +1,31 @@
+,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

iris/lct_gan/1/13/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488656428,3.054000000002455,4.89949129367947,1.665427475134892,Iris-versicolor
+1,6.179366488857842,3.0540000146113964,4.899491294589022,1.6654274751573865,Iris-virginica
+2,6.17936648870877,3.0540000012501767,4.899491294049082,1.6654274751388394,Iris-virginica
+3,5.108948114161651,3.073635157059966,1.510022383107548,0.26153080984284205,Iris-setosa
+4,5.1089481778038355,3.071634874194677,1.5100223831765156,0.2615308098750233,Iris-setosa
+5,6.179366488700416,3.0540000007499257,4.899491293980331,1.6654274751373284,Iris-virginica
+6,5.108948184324587,3.072184535015548,1.5100223831327089,0.2615308098419884,Iris-setosa
+7,5.108948190915748,3.071347772233681,1.5100223831762547,0.26153080986966093,Iris-setosa
+8,6.179366488732245,3.054001620150141,4.899491294166377,1.6654274751767357,Iris-virginica
+9,5.108948153378014,3.0715741515519683,1.5100223831646415,0.2615308098556537,Iris-setosa
+10,5.108948180133283,3.071750473891366,1.510022383148324,0.26153080984567534,Iris-setosa
+11,5.10894817596635,3.073074994786251,1.5100223831133677,0.2615308098398664,Iris-setosa
+12,6.1793664886294986,3.0540000017975575,4.899491293890368,1.665427475136221,Iris-virginica
+13,5.108948183926505,3.0727900613760717,1.5100223831202635,0.2615308098456918,Iris-setosa
+14,5.108948163860028,3.0724028406275625,1.5100223831248707,0.2615308098496501,Iris-setosa
+15,5.108948072523763,3.072951050918154,1.510022383279701,0.261530810026833,Iris-setosa
+16,6.179366726653949,3.057880411191721,1.5100223832166557,0.26153080947702756,Iris-setosa
+17,5.108948191723224,3.0710711604561487,1.510022383246009,0.26153080994819305,Iris-setosa
+18,5.1089481804475465,3.0730229447368997,1.51002238310705,0.2615308098376352,Iris-setosa
+19,5.1089480689429445,3.0736904027836838,1.5100223831394533,0.2615308098746754,Iris-setosa
+20,5.108947890670795,3.0578634391020003,1.5100223834595394,0.26153080966349707,Iris-setosa
+21,6.179366488644898,3.054000000001288,4.899491293673626,1.6654274751348803,Iris-versicolor
+22,5.108948166653714,3.072618219420434,1.5100223831065764,0.2615308098258044,Iris-setosa
+23,6.179366514771586,3.0548998491771653,1.5100223828922847,0.26153080896372216,Iris-setosa
+24,6.179366488649397,3.054000000066195,4.899491293736662,1.665427475135102,Iris-virginica
+25,6.17936648882411,3.054000002012355,4.899491294243491,1.6654274751424958,Iris-virginica
+26,6.179366488649819,3.0540000000022416,4.899491293677688,1.6654274751348883,Iris-versicolor
+27,6.179366488826843,3.054000034779212,4.899491294543012,1.6654274751606128,Iris-virginica
+28,6.179366488686062,3.054000117464609,4.899491294224324,1.665427475152872,Iris-virginica
+29,6.179366488667673,3.0540000004488257,4.899491293870584,1.665427475136147,Iris-virginica
+30,6.179366488758271,3.0540000017536344,4.899491294259169,1.6654274751408744,Iris-virginica
+31,5.108947963888185,3.076332932481355,1.5100223829710935,0.261530809704712,Iris-setosa
+0,6.179366488636506,3.054000000003787,4.899491293678781,1.6654274751348896,Iris-virginica
+1,6.179366532094774,3.0557878952880215,1.5100223830061925,0.2615308091470214,Iris-setosa
+2,6.179366488639924,3.0540000000004683,4.899491293669417,1.6654274751348737,Iris-versicolor
+3,5.1089479368988195,3.0726072543130716,1.5100223831609199,0.26153080985876465,Iris-setosa
+4,5.108947954810846,3.0646503712700417,1.5100223830962352,0.2615308096247889,Iris-setosa
+5,6.179366694314061,3.0667623908493273,1.510022383214654,0.2615308098295258,Iris-setosa
+6,5.108947904506374,3.072981050009416,1.5100223830400314,0.2615308097213871,Iris-setosa
+7,6.1793664886483315,3.0540000000018583,4.899491293676283,1.6654274751348854,Iris-versicolor
+8,6.1793664904504535,3.05428803721897,1.5100223824154397,0.26153080859735056,Iris-setosa
+9,5.108948009598403,3.0736225997501103,1.5100223831590498,0.26153080988417626,Iris-setosa
+10,5.1089481635838965,3.0714255293501824,1.5100223831836248,0.2615308098772704,Iris-setosa
+11,6.179366488643541,3.0540000000044207,4.89949129368196,1.6654274751348974,Iris-virginica
+12,6.17936664984141,3.0543707783196785,1.5100223831758055,0.2615308090091436,Iris-setosa
+13,6.179366489088278,3.0542530327618627,1.5100223822639118,0.2615308085068026,Iris-virginica
+14,5.1089479902703925,3.0749904771721384,1.5100223830927546,0.2615308098360633,Iris-setosa
+15,6.179366488803906,3.0540000001097796,4.899491293841498,1.665427475135794,Iris-virginica
+16,6.179366488911528,3.0540000069961186,4.899491294986226,1.6654274751581777,Iris-virginica
+17,5.108947948687301,3.0561208988450352,1.5100223834139481,0.2615308094669842,Iris-setosa
+18,6.179366488640145,3.0540000000005016,4.8994912936695885,1.6654274751348739,Iris-versicolor
+19,5.108948041497247,3.0701382650276923,1.5100223832355146,0.2615308098980085,Iris-setosa
+20,5.108947976897712,3.0582119370511984,1.5100223832910737,0.26153080956466385,Iris-setosa
+21,6.179366488787174,3.054000223618936,4.89949129439718,1.6654274751689973,Iris-virginica
+22,6.17936648864004,3.0540000016633444,4.8994912939654025,1.6654274751368052,Iris-virginica
+23,6.179366492533799,3.054579577253239,1.5100223824418046,0.2615308086551634,Iris-setosa
+24,6.179366673974972,3.0662122502748237,1.510022383160846,0.2615308097620136,Iris-setosa
+25,6.179366614417611,3.078028761759286,1.510022382874432,0.26153080961202096,Iris-setosa
+26,6.17936648863803,3.054000000195313,4.899491293768848,1.665427475135277,Iris-virginica
+27,6.179366488657702,3.0540000044187217,4.899491294233077,1.6654274751406564,Iris-virginica
+28,6.179366509138372,3.0575229339610206,1.5100223826344306,0.26153080896516867,Iris-setosa
+29,5.108948172363937,3.0718982154715504,1.5100223831479278,0.2615308098498404,Iris-setosa
+30,6.179366488660518,3.05400000000196,4.899491293678457,1.6654274751348899,Iris-versicolor
+31,5.108948060880803,3.073793168265736,1.510022383198362,0.26153080994053407,Iris-setosa
+0,5.108948026960369,3.074487247809414,1.5100223830270394,0.26153080975356674,Iris-setosa
+1,5.108948165796997,3.072356520253311,1.5100223831423496,0.2615308098594781,Iris-setosa
+2,6.179366488699457,3.0540000001816776,4.899491293826141,1.665427475135741,Iris-virginica
+3,6.179366532563106,3.0560137129484275,1.5100223832534532,0.2615308093682251,Iris-setosa
+4,6.179366489453098,3.0540000042551045,4.899491295016321,1.6654274751589462,Iris-virginica
+5,6.179366488656377,3.0540000000031395,4.8994912936817325,1.6654274751348972,Iris-versicolor
+6,6.179366488824402,3.054000000071249,4.899491293812013,1.6654274751355598,Iris-virginica
+7,6.1793664886631055,3.054000000002736,4.899491293681419,1.6654274751348965,Iris-versicolor
+8,6.1793665048256035,3.0540000155905522,4.899491297056436,1.6654274752414229,Iris-virginica
+9,5.108948182944784,3.071743823346877,1.510022383184719,0.2615308098901331,Iris-setosa
+10,6.1793665487250875,3.0540578948582793,4.899491296887408,1.6654274764163899,Iris-virginica
+11,5.108948166204988,3.072051686726834,1.510022383121162,0.26153080982233895,Iris-setosa
+12,5.108947964684626,3.0711014026440506,1.5100223833648143,0.26153081005690676,Iris-setosa
+13,6.179366488646387,3.054000000110759,4.899491293754871,1.6654274751352118,Iris-virginica
+14,6.179366488665032,3.054000001283006,4.899491293977161,1.6654274751376306,Iris-virginica
+15,6.179366554435827,3.075271852677858,1.5100223828169592,0.2615308095214714,Iris-setosa
+16,5.108947946254768,3.0622658975097243,1.5100223832236066,0.26153080969053877,Iris-setosa
+17,6.179366488637094,3.054000000366754,4.899491293799276,1.6654274751354716,Iris-virginica
+18,5.1089481711095885,3.071805647169066,1.5100223831762376,0.2615308098867569,Iris-setosa
+19,6.17936649290407,3.0542636422800182,1.5100223824763348,0.26153080863422984,Iris-setosa
+20,5.108948036820337,3.074139255774911,1.5100223830573154,0.2615308097822469,Iris-setosa
+21,5.1089481813530035,3.0720241958777197,1.5100223831396107,0.26153080984174154,Iris-setosa
+22,6.179366533506578,3.0917319374084733,1.510022382805232,0.2615308096844114,Iris-setosa
+23,5.10894811243876,3.054070692849907,1.510022383300571,0.2615308088606415,Iris-setosa
+24,5.1089481959894405,3.0705296538371263,1.5100223832649216,0.2615308099519008,Iris-setosa
+25,5.108948184424621,3.0717361633878655,1.5100223831892607,0.26153080989729593,Iris-setosa
+26,6.179366488744344,3.054000001258678,4.899491294118386,1.6654274751394846,Iris-virginica
+27,5.108948188815993,3.0717581724882543,1.510022383158277,0.2615308098701085,Iris-setosa
+28,6.179366488642609,3.054000000001027,4.899491293672286,1.665427475134878,Iris-versicolor
+29,6.1793664886927795,3.054000000153238,4.899491293819102,1.6654274751356077,Iris-virginica
+30,5.108947874066587,3.0825137482563005,1.5100223830177242,0.2615308098522479,Iris-setosa
+31,5.108948097830947,3.0729686214924823,1.51002238317469,0.2615308099051518,Iris-setosa
+0,6.179366488643775,3.0540000000014103,4.899491293673828,1.6654274751348808,Iris-versicolor
+1,6.179366488643763,3.054000000004341,4.899491293681879,1.6654274751348972,Iris-virginica
+2,6.179366488639824,3.0540000031945516,4.89949129404523,1.6654274751382787,Iris-virginica
+3,6.179366490513363,3.054000119626822,4.899491294837861,1.6654274752093359,Iris-virginica
+4,5.108947961277402,3.055182244763072,1.510022383685299,0.26153080950835805,Iris-setosa
+5,6.179366488639594,3.054000000000572,4.899491293669936,1.6654274751348743,Iris-versicolor
+6,6.179366488653922,3.054000000003663,4.899491293682719,1.665427475134899,Iris-versicolor
+7,5.108948133078517,3.0723601940713996,1.5100223831953776,0.2615308099153946,Iris-setosa
+8,6.17936648871354,3.0540000025305085,4.899491294176196,1.6654274751414113,Iris-virginica
+9,6.179366488709379,3.0540000210380827,4.8994912945646885,1.6654274751529488,Iris-virginica
+10,6.179366488649517,3.0540000000036827,4.899491293681624,1.665427475134897,Iris-versicolor
+11,6.179366668177016,3.065432594274392,1.510022382943216,0.2615308094920652,Iris-setosa
+12,5.1089481974362,3.071909729558741,1.5100223831251116,0.26153080983435933,Iris-setosa
+13,6.179366488652208,3.0540000000192937,4.899491293704672,1.665427475134968,Iris-virginica
+14,6.179366488667134,3.054000000026066,4.89949129371956,1.6654274751350264,Iris-virginica
+15,5.1089481823637986,3.072361440142916,1.5100223831360078,0.26153080985324856,Iris-setosa
+16,6.179366491196855,3.057802854509204,1.510022382519468,0.2615308088644775,Iris-setosa
+17,6.179366488638961,3.054000000000658,4.899491293670274,1.6654274751348748,Iris-versicolor
+18,5.1089481709729245,3.0623539419608377,1.5100223835670672,0.26153081001381906,Iris-setosa
+19,5.108948152758846,3.072067103239549,1.5100223831512398,0.2615308098573746,Iris-setosa
+20,5.108948164367102,3.0714985146889386,1.5100223832430857,0.2615308099452319,Iris-setosa
+21,5.108948182936377,3.071791835738136,1.510022383123724,0.26153080982429966,Iris-setosa
+22,6.179366630574247,3.070903945386219,1.510022383236835,0.2615308099563699,Iris-setosa
+23,6.179366488651646,3.0540000000102916,4.899491293694823,1.665427475134933,Iris-virginica

iris/lct_gan/1/13/test.csv

@@ -0,0 +1,31 @@
+,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

iris/lct_gan/1/13/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/lct_gan/1/13/val.csv

@@ -0,0 +1,31 @@
+,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

iris/lct_gan/1/14/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488751696,3.0540002295745228,4.899491294763201,1.6654274751757985,Iris-virginica
+1,5.108948189134309,3.071984537317338,1.5100223831488393,0.26153080985794597,Iris-setosa
+2,6.179366489769408,3.054000001246334,4.89949129451226,1.6654274751455402,Iris-virginica
+3,5.10894818691045,3.072322489943603,1.5100223831389898,0.26153080985565635,Iris-setosa
+4,6.179366528263269,3.054159983397692,1.5100223831727284,0.26153080889530017,Iris-setosa
+5,6.179366488634613,3.054000006039504,4.899491294085853,1.6654274751391085,Iris-virginica
+6,5.108948213880849,3.0714778949421913,1.5100223831778559,0.2615308098840801,Iris-setosa
+7,6.179366488640541,3.0540000000059,4.899491293683719,1.6654274751349012,Iris-virginica
+8,5.10894807559961,3.074317076941934,1.5100223830757864,0.26153080980895516,Iris-setosa
+9,6.179366488678863,3.0540000001030823,4.899491293776354,1.6654274751353648,Iris-virginica
+10,6.179366488663149,3.054000013419608,4.899491294185948,1.6654274751437361,Iris-virginica
+11,6.1793664886444315,3.054000000001166,4.899491293673017,1.6654274751348792,Iris-versicolor
+12,6.179366488698837,3.0540000000226817,4.899491293723921,1.6654274751350493,Iris-virginica
+13,5.108947966692004,3.0771566404907067,1.5100223829779709,0.2615308097339952,Iris-setosa
+14,6.179366612278247,3.0549135936961473,1.5100223830338528,0.261530809062866,Iris-setosa
+15,6.179366497324297,3.054166566904459,1.5100223825371901,0.26153080863372163,Iris-setosa
+16,5.108948085976411,3.0733463663017853,1.5100223831527677,0.26153080988005595,Iris-setosa
+17,6.17936648863883,3.0540000000015066,4.89949129367344,1.6654274751348799,Iris-versicolor
+18,5.108948135824638,3.072690752374053,1.5100223831433042,0.2615308098674144,Iris-setosa
+19,6.179366488636384,3.054000000015583,4.899491293693893,1.6654274751349278,Iris-virginica
+20,5.10894810633806,3.066803634367601,1.5100223836228799,0.2615308102222517,Iris-setosa
+21,6.179366605940151,3.0541930614573136,1.510022382950986,0.26153080882371416,Iris-setosa
+22,5.10894799540471,3.075941562990859,1.510022383041521,0.2615308097891198,Iris-setosa
+23,6.179366488649649,3.054000000010867,4.8994912936948,1.6654274751349323,Iris-virginica
+24,5.108948180071382,3.0731257037793056,1.5100223831033834,0.26153080983559873,Iris-setosa
+25,5.108948190998568,3.0724529587830895,1.510022383124883,0.2615308098501962,Iris-setosa
+26,5.108948145202729,3.072200199454637,1.5100223831759294,0.26153080989048466,Iris-setosa
+27,5.108948195924036,3.0718606256474716,1.510022383151813,0.2615308098693422,Iris-setosa
+28,5.108947956582502,3.076644167016035,1.5100223830281694,0.2615308097782003,Iris-setosa
+29,5.108948157651687,3.0723305588201404,1.5100223831267319,0.2615308098368888,Iris-setosa
+30,6.179366488688895,3.0540000001714867,4.899491293817301,1.665427475135666,Iris-virginica
+31,6.179366488668378,3.0540000000064866,4.899491293691999,1.665427475134925,Iris-virginica
+0,6.179366488753923,3.0540000000252574,4.899491293741744,1.6654274751351297,Iris-virginica
+1,6.179366488852164,3.054000000060347,4.8994912938127815,1.665427475135524,Iris-virginica
+2,5.108948066931813,3.074594395470623,1.5100223830777961,0.2615308098244054,Iris-setosa
+3,5.108947846018787,3.077276925029919,1.5100223830327832,0.2615308097879575,Iris-setosa
+4,6.179366488636645,3.0540000000189065,4.899491293697639,1.6654274751349367,Iris-virginica
+5,6.179366488636396,3.0540000000524583,4.89949129371891,1.6654274751350147,Iris-virginica
+6,6.179366496880526,3.054025491628288,4.899491295231147,1.6654274756766096,Iris-virginica
+7,5.108948121803465,3.072912176384682,1.5100223831583928,0.2615308098933578,Iris-setosa
+8,6.179366488663476,3.0540000000044762,4.899491293686641,1.6654274751349096,Iris-versicolor
+9,5.108947985768278,3.0742236054790864,1.5100223831107278,0.26153080983767624,Iris-setosa
+10,6.179366488644199,3.054000000000802,4.89949129367153,1.6654274751348768,Iris-versicolor
+11,6.1793664886338115,3.0540000000299603,4.899491293703599,1.6654274751349571,Iris-virginica
+12,6.179366488661509,3.0540000006340775,4.899491293894906,1.6654274751363138,Iris-virginica
+13,6.179366488670976,3.0540000000411878,4.899491293733693,1.6654274751350968,Iris-virginica
+14,5.108948325822091,3.05450144568138,1.5100223842560268,0.26153080959801867,Iris-setosa
+15,5.1089480274067665,3.0540055793999215,4.899491295964298,1.6654274756930245,Iris-virginica
+16,6.179366488639592,3.0540000000004515,4.899491293669303,1.6654274751348734,Iris-versicolor
+17,6.179366572863867,3.0559562642620333,1.5100223827920924,0.26153080900460696,Iris-setosa
+18,6.179366488690742,3.0540000001132954,4.899491293790497,1.6654274751354385,Iris-virginica
+19,6.1793664988326285,3.054000028174413,4.899491295405868,1.6654274752063123,Iris-virginica
+20,5.108948119446394,3.0734607585648344,1.5100223830847255,0.26153080980586496,Iris-setosa
+21,6.179366488639367,3.0540000000066874,4.8994912936845925,1.665427475134903,Iris-virginica
+22,5.108948195114859,3.0541661989767896,1.5100223836521722,0.261530809101768,Iris-setosa
+23,5.108948057350627,3.0724220291629685,1.5100223832328397,0.2615308099496373,Iris-setosa
+24,5.10894811737719,3.071501240269142,1.5100223831894082,0.261530809883428,Iris-setosa
+25,6.179366491008922,3.054128578099027,4.899491294570715,0.2615308086167089,Iris-virginica
+26,6.179366488735158,3.0540000011449706,4.899491294058175,1.6654274751388716,Iris-virginica
+27,6.179366488642293,3.0540000000027483,4.899491293677614,1.6654274751348879,Iris-versicolor
+28,5.108948098794878,3.073019283798103,1.5100223832014594,0.26153080994073935,Iris-setosa
+29,6.179366680009774,3.056351332725485,1.510022383816043,0.2615308098176028,Iris-setosa
+30,6.17936658282223,3.0540002777364643,4.899491295961124,1.6654274753875935,Iris-virginica
+31,6.1793664887249475,3.0540001057904167,4.899491294471124,1.6654274751606495,Iris-virginica
+0,6.179366488730388,3.0540000000224046,4.899491293732461,1.6654274751350813,Iris-virginica
+1,6.17936655150026,3.079151056838417,1.5100223827823709,0.26153080951817104,Iris-setosa
+2,5.108948170361813,3.072210111679865,1.51002238310637,0.26153080981294696,Iris-setosa
+3,5.10894835120176,3.0544953899991976,1.510022384135292,0.26153080953499497,Iris-setosa
+4,6.179366513283127,3.0559686611844534,1.5100223827095522,0.26153080894407577,Iris-setosa
+5,5.10894819261612,3.0715117111336676,1.510022383172317,0.2615308098764498,Iris-setosa
+6,6.179366488809857,3.0540042014658035,4.899491294190743,1.6654274752038252,Iris-virginica
+7,5.108948170922683,3.071645757196552,1.5100223831581023,0.26153080985400096,Iris-setosa
+8,5.108948183937214,3.07256488466169,1.5100223831105324,0.2615308098253596,Iris-setosa
+9,6.179366488646179,3.0540000000051712,4.89949129368429,1.6654274751349034,Iris-virginica
+10,6.179366491972631,3.0540005057461284,4.899491294545152,1.6654274752448468,Iris-virginica
+11,6.179366489441383,3.054000035042628,4.899491294907113,1.6654274751784384,Iris-virginica
+12,6.179366488645297,3.054000000002493,4.899491293677577,1.6654274751348879,Iris-versicolor
+13,5.108948103559537,3.069006419953425,1.5100223832773807,0.26153080991343214,Iris-setosa
+14,6.179366488738037,3.054000000025833,4.89949129373961,1.6654274751351175,Iris-virginica
+15,5.108948146189103,3.0726334459635893,1.5100223831284425,0.26153080984419336,Iris-setosa
+16,5.108947858731754,3.0864814009557646,1.5100223828797887,0.26153080971834897,Iris-setosa
+17,6.17936648865117,3.0540000000039904,4.899491293682793,1.6654274751348996,Iris-versicolor
+18,6.179366488661728,3.05400000000333,4.899491293683088,1.6654274751349005,Iris-versicolor
+19,5.108948148862188,3.072688018744292,1.5100223831046764,0.2615308098230914,Iris-setosa
+20,6.179366526878888,3.076190028685288,1.5100223827013073,0.2615308093851703,Iris-setosa
+21,6.179366582467312,3.077096323545701,1.5100223827813126,0.2615308094829594,Iris-setosa
+22,6.179366488640501,3.054000000001206,4.8994912936726545,1.6654274751348785,Iris-versicolor
+23,6.179366488639488,3.0540000000004346,4.8994912936692225,1.6654274751348734,Iris-versicolor
+24,6.179366492593922,3.054626152798466,1.5100223825999315,0.26153080875856594,Iris-setosa
+25,6.179366488680932,3.0540000000634095,4.899491293756949,1.6654274751352254,Iris-virginica
+26,6.179366754041228,3.0599384584873013,1.5100223835489117,0.26153080990862443,Iris-setosa
+27,5.108948116191323,3.0716811446616714,1.5100223831356654,0.26153080982703936,Iris-setosa
+28,6.179366488655358,3.0540000000196597,4.899491293706557,1.665427475134974,Iris-virginica
+29,6.179366743682909,3.054633069783312,1.5100223837247062,0.26153080938220336,Iris-setosa
+30,6.179366488648381,3.0540000000018654,4.899491293676157,1.6654274751348852,Iris-versicolor
+31,6.179366488691588,3.054000000021398,4.899491293721242,1.6654274751350349,Iris-virginica
+0,5.1089478660547885,3.071248786823878,1.5100223834020003,0.26153081013613333,Iris-setosa
+1,5.108948163511336,3.071315498337441,1.510022383191078,0.26153080988337724,Iris-setosa
+2,5.108948077186712,3.0737907421290753,1.5100223831423039,0.2615308098804221,Iris-setosa
+3,5.108948199369617,3.0711330808730284,1.5100223831912902,0.26153080988813543,Iris-setosa
+4,5.108947961547553,3.073879713889225,1.5100223830941195,0.26153080981279914,Iris-setosa
+5,5.108948185341838,3.071975103235831,1.5100223831108546,0.26153080981176186,Iris-setosa
+6,5.10894819309482,3.0717853494046223,1.510022383148829,0.26153080985191907,Iris-setosa
+7,6.179366644258928,3.073495635688002,1.510022383068687,0.2615308097930394,Iris-setosa
+8,6.179366488639798,3.0540000000005665,4.899491293669908,1.6654274751348743,Iris-versicolor
+9,6.179366490150014,3.054000001201664,4.899491294694021,1.6654274751471914,Iris-virginica
+10,6.179366488642188,3.0540000000014067,4.899491293673697,1.6654274751348805,Iris-versicolor
+11,5.1089481670542485,3.072143004128068,1.510022383162292,0.2615308098750879,Iris-setosa
+12,5.108948047968132,3.0733803998313167,1.510022383063059,0.26153080977233684,Iris-setosa
+13,6.179366488658197,3.0540000000038283,4.899491293684066,1.6654274751349034,Iris-versicolor
+14,6.179366664752845,3.054182449838727,1.510022383342868,0.2615308089902813,Iris-setosa
+15,6.179366490138265,3.0547514467786114,1.5100223824088412,0.26153080864036177,Iris-setosa
+16,5.108948151577608,3.072631512459854,1.5100223831291104,0.2615308098524994,Iris-setosa
+17,6.179366488655369,3.054000000002816,4.8994912936803034,1.6654274751348939,Iris-versicolor
+18,6.179366488660189,3.0540000000027923,4.89949129368121,1.665427475134896,Iris-versicolor
+19,6.179366547550338,3.0579681694810623,1.5100223831832587,0.2615308094640713,Iris-setosa
+20,5.108947924713195,3.073199030419304,1.510022382998399,0.2615308096706986,Iris-setosa
+21,6.179366490241197,3.054002922942346,4.899491294589186,1.6654274753000606,Iris-virginica
+22,6.17936648870693,3.054000000038097,4.89949129374424,1.6654274751351517,Iris-virginica
+23,6.17936651620703,3.0540002163682174,4.899491295602159,1.6654274753171738,Iris-virginica

iris/lct_gan/1/14/test.csv

@@ -0,0 +1,31 @@
+,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

iris/lct_gan/1/14/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/lct_gan/1/14/val.csv

@@ -0,0 +1,31 @@
+,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

iris/lct_gan/1/15/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108948163917225,3.0720805266818023,1.5100223831106612,0.2615308098160824,Iris-setosa
+1,6.179366493719713,3.074707939310301,1.5100223826727528,0.26153080932522027,Iris-setosa
+2,5.108948050823745,3.0753541626241376,1.5100223830119885,0.26153080975600485,Iris-setosa
+3,6.179366488924053,3.0540000084718133,4.899491294763119,1.6654274751583784,Iris-virginica
+4,5.108948012987561,3.054116183956219,1.5100223835425812,0.2615308090042138,Iris-setosa
+5,5.108948133777326,3.073215224519283,1.5100223830879604,0.2615308098132347,Iris-setosa
+6,6.179366488663153,3.054000000014481,4.8994912937034325,1.665427475134966,Iris-virginica
+7,5.108948202541118,3.071771360883426,1.510022383137977,0.2615308098447897,Iris-setosa
+8,5.108947931224275,3.067221804860125,1.5100223833284094,0.26153080993848327,Iris-setosa
+9,6.179366552035616,3.0617744398200335,1.5100223828024555,0.2615308092551939,Iris-setosa
+10,6.179366580867118,3.065204564796797,1.510022382844627,0.26153080937835044,Iris-setosa
+11,5.108948061037309,3.0718350135651007,1.510022383090842,0.261530809775212,Iris-setosa
+12,6.179366488642822,3.0540000000387924,4.8994912937168005,1.6654274751350095,Iris-virginica
+13,6.179366488641333,3.0540000000008254,4.899491293671324,1.6654274751348765,Iris-versicolor
+14,6.179366488666134,3.0540000000693315,4.899491293749517,1.6654274751351807,Iris-virginica
+15,5.108947965887457,3.05612125866026,1.5100223838298166,0.261530809758122,Iris-setosa
+16,6.179366489628023,3.054007916910481,4.899491294420081,1.665427475306772,Iris-virginica
+17,5.108948187690902,3.0717635029052968,1.510022383148614,0.2615308098485582,Iris-setosa
+18,6.179366489063216,3.0540000059067713,4.899491294731538,1.6654274751572355,Iris-virginica
+19,6.179366489084665,3.054000000653649,4.899491294130941,1.6654274751394817,Iris-virginica
+20,6.179366658156617,3.056579903737068,1.510022384394043,0.2615308103073815,Iris-setosa
+21,5.108947880489494,3.081209043762315,1.5100223829901216,0.26153080980182647,Iris-setosa
+22,5.108948176782732,3.072057736774326,1.5100223831597683,0.26153080987093674,Iris-setosa
+23,5.108947965484595,3.0540342195717876,1.5100223833941901,0.2615308088124542,Iris-setosa
+24,6.17936648871488,3.0540000005775236,4.899491293946609,1.6654274751371778,Iris-virginica
+25,6.179366488655677,3.0540000000046077,4.899491293685366,1.6654274751349063,Iris-versicolor
+26,5.1089480138047945,3.061425667783399,1.5100223834635995,0.2615308098849135,Iris-setosa
+27,6.1793664887609525,3.054000000048704,4.899491293773955,1.6654274751353086,Iris-virginica
+28,6.179366488713522,3.0540000006963193,4.899491293967447,1.6654274751374942,Iris-virginica
+29,6.179366488643934,3.0540000000039003,4.8994912936807005,1.6654274751348943,Iris-versicolor
+30,5.1089480100734,3.074011620379699,1.5100223830555022,0.26153080976311527,Iris-setosa
+31,5.108948205552786,3.0708103950377073,1.5100223832465272,0.2615308099410032,Iris-setosa
+0,5.10894788360256,3.0565012003950707,1.5100223833988071,0.26153080950424373,Iris-setosa
+1,6.179366488653439,3.054000010946855,4.899491294462299,1.6654274751444882,Iris-virginica
+2,6.1793664886396895,3.054000000000476,4.899491293669472,1.6654274751348737,Iris-versicolor
+3,6.1793664893400795,3.054000002732987,4.899491294665739,1.6654274751509153,Iris-virginica
+4,6.179366488639872,3.0540000000004888,4.899491293669501,1.6654274751348739,Iris-versicolor
+5,6.179366488643516,3.05400000836901,4.899491294171389,1.6654274751410212,Iris-virginica
+6,6.179366488672537,3.0540000000051193,4.899491293690197,1.6654274751349198,Iris-versicolor
+7,5.108948195014375,3.072166560353428,1.5100223831229007,0.26153080983787874,Iris-setosa
+8,6.1793664886417075,3.0540000000007383,4.899491293670916,1.6654274751348759,Iris-versicolor
+9,5.108947953742227,3.0765588545847704,1.5100223831312827,0.26153080990710076,Iris-setosa
+10,6.179366488642553,3.0540000000012992,4.899491293673422,1.6654274751348799,Iris-versicolor
+11,5.108947864139174,3.0825545079961625,1.5100223829781574,0.26153080980045107,Iris-setosa
+12,6.1793665170848415,3.0540001241113774,4.89949129593217,1.6654274753000904,Iris-virginica
+13,6.179366488639024,3.054000000000754,4.899491293670751,1.6654274751348757,Iris-versicolor
+14,5.108948250448322,3.0540154634469814,4.899491297151209,1.6654274761474355,Iris-setosa
+15,6.179366488639115,3.0540000000005803,4.89949129366998,1.6654274751348745,Iris-versicolor
+16,6.179366488672774,3.0540000003927124,4.899491293871761,1.6654274751360476,Iris-virginica
+17,6.179366516028773,3.054060780794474,1.5100223830601784,0.2615308087588315,Iris-setosa
+18,5.108948122371364,3.0723528818532757,1.5100223831913422,0.2615308099075598,Iris-setosa
+19,5.108948187338507,3.0718599784630403,1.5100223831599728,0.2615308098675818,Iris-setosa
+20,5.108947981339651,3.077220336639993,1.5100223830988846,0.26153080988237837,Iris-setosa
+21,6.179366777211456,3.054262556746866,1.5100223833805961,0.2615308090498203,Iris-setosa
+22,6.179366528777163,3.0540000917588586,4.899491295507456,1.6654274752659777,Iris-virginica
+23,5.108948149003757,3.0730900764373694,1.5100223830920243,0.2615308098182611,Iris-setosa
+24,6.1793664887260356,3.054000000457171,4.899491293937676,1.6654274751368712,Iris-virginica
+25,5.108947859559383,3.0742321959669567,1.510022382945872,0.26153080963957664,Iris-setosa
+26,6.1793664886667745,3.0540000000432883,4.899491293734982,1.6654274751350953,Iris-virginica
+27,6.179366627863169,3.0540060195849477,4.899491295146957,1.6654274755089564,Iris-virginica
+28,6.179366604296129,3.0554550748584437,1.5100223830980484,0.2615308091731987,Iris-setosa
+29,6.179366488645181,3.054000000016752,4.8994912936996675,1.6654274751349503,Iris-virginica
+30,5.108948181136572,3.0714362899987817,1.5100223831772925,0.26153080987183835,Iris-setosa
+31,5.108948175160275,3.0717188343002646,1.5100223831669537,0.2615308098648951,Iris-setosa
+0,5.108947863028871,3.056212280441491,1.5100223829632045,0.2615308091479651,Iris-setosa
+1,5.108948156567631,3.0728693398589595,1.5100223830952324,0.2615308098155975,Iris-setosa
+2,5.108948064544542,3.059648966210176,1.5100223832950725,0.26153080964167186,Iris-setosa
+3,6.179366488639868,3.054000000000606,4.899491293670135,1.6654274751348748,Iris-versicolor
+4,6.17936650867206,3.0540436613255286,4.899491295273336,1.6654274757544976,Iris-virginica
+5,5.1089481145656634,3.073511900624088,1.510022383093987,0.26153080982198446,Iris-setosa
+6,5.108947861504659,3.0604080644454537,1.5100223832306934,0.26153080963186304,Iris-setosa
+7,6.179366488719094,3.0540000002712975,4.89949129387659,1.6654274751361846,Iris-virginica
+8,6.179366488668549,3.054000000052811,4.899491293739728,1.6654274751351354,Iris-virginica
+9,5.10894817892072,3.072650638208711,1.5100223831026915,0.26153080982271254,Iris-setosa
+10,5.108948181953205,3.071711026229393,1.5100223831823723,0.2615308098881976,Iris-setosa
+11,5.108947975302353,3.0569000706645775,1.5100223841811367,0.26153081013779655,Iris-setosa
+12,5.108948100367117,3.0735230170631334,1.5100223830869637,0.26153080981314336,Iris-setosa
+13,5.108948137827212,3.0730038270376006,1.5100223830875015,0.2615308098139502,Iris-setosa
+14,6.179366492145854,3.0546150856629617,1.5100223825238162,0.2615308087147859,Iris-setosa
+15,5.108947942421037,3.076500588667041,1.5100223830678576,0.26153080982934646,Iris-setosa
+16,5.108948071130423,3.064367088019171,1.5100223834178763,0.26153080994095035,Iris-setosa
+17,6.179366488647282,3.0540000000652774,4.89949129373581,1.665427475135099,Iris-virginica
+18,5.1089480339408295,3.06108774252563,1.510022383468933,0.2615308098720624,Iris-setosa
+19,5.108947953980452,3.073871788294812,1.5100223832578374,0.26153081000585904,Iris-setosa
+20,5.108948104958556,3.0728630322256243,1.5100223831795925,0.2615308099063151,Iris-setosa
+21,5.108948148518601,3.0727701934580045,1.510022383080526,0.2615308097936676,Iris-setosa
+22,6.1793666639383815,3.054259365499756,1.5100223834228201,0.2615308090686551,Iris-setosa
+23,6.179366488652259,3.05400000000135,4.899491293674858,1.6654274751348828,Iris-versicolor
+24,6.179366488866343,3.054000000059677,4.899491293811733,1.6654274751355336,Iris-virginica
+25,6.17936648867879,3.0540000154222353,4.89949129429718,1.6654274751465699,Iris-virginica
+26,5.108948192861125,3.071214473169742,1.510022383169158,0.2615308098591644,Iris-setosa
+27,6.179366516652389,3.0540020122710936,4.899491294678319,1.665427475336887,Iris-virginica
+28,5.108947878650432,3.055706030683516,1.5100223829995068,0.26153080911741833,Iris-setosa
+29,5.1089480506540035,3.074930034654034,1.5100223830770063,0.2615308098234787,Iris-setosa
+30,6.179366488643008,3.0540000000058987,4.899491293684831,1.6654274751349043,Iris-virginica
+31,6.179366488703973,3.0540000000406744,4.899491293746405,1.6654274751351676,Iris-virginica
+0,6.179366505568573,3.0540001763251814,4.899491295317335,1.6654274752773173,Iris-virginica
+1,6.179366488733397,3.0540000000363663,4.8994912937537425,1.6654274751351863,Iris-virginica
+2,6.179366488644392,3.054000000007874,4.89949129368845,1.665427475134913,Iris-virginica
+3,6.17936649056769,3.0540000272002854,4.899491294822378,1.6654274751802138,Iris-virginica
+4,6.179366488690002,3.0540000000195495,4.899491293718303,1.6654274751350253,Iris-virginica
+5,6.1793664886443675,3.0540000000037972,4.899491293680836,1.665427475134895,Iris-versicolor
+6,6.17936648864215,3.0540000000020733,4.899491293675772,1.6654274751348843,Iris-versicolor
+7,5.108948108770143,3.070794178398967,1.5100223832583148,0.2615308099454025,Iris-setosa
+8,6.179366488637677,3.0540000000015266,4.899491293673311,1.6654274751348794,Iris-versicolor
+9,5.108948083851985,3.061929742349671,1.5100223833908604,0.2615308098324883,Iris-setosa
+10,6.179366489121981,3.0540003448415938,4.899491294499222,1.6654274751937237,Iris-virginica
+11,6.179366488634628,3.054000000004137,4.899491293678859,1.6654274751348896,Iris-virginica
+12,6.17936648869614,3.054000000025802,4.8994912937296675,1.6654274751350693,Iris-virginica
+13,6.179366491957126,3.054165052040606,1.5100223825005175,0.26153080861802896,Iris-setosa
+14,6.179366488638765,3.054000000000681,4.899491293670393,1.665427475134875,Iris-versicolor
+15,5.108948189670057,3.0725807841478607,1.5100223831262964,0.26153080985162913,Iris-setosa
+16,6.179366600644239,3.065336838347098,1.5100223829485142,0.26153080949651114,Iris-setosa
+17,6.179366488652733,3.054000000012589,4.89949129369716,1.6654274751349405,Iris-virginica
+18,6.179366492591514,3.054005113767995,4.899491294546458,1.6654274753488694,Iris-virginica
+19,5.108948184154945,3.072321324367662,1.5100223831304493,0.26153080984356686,Iris-setosa
+20,6.17936649031545,3.054000045152094,4.899491295477078,1.6654274752064728,Iris-virginica
+21,5.108948053563611,3.0740453093881652,1.5100223831095583,0.2615308098405514,Iris-setosa
+22,6.179366488719089,3.054000000189473,4.899491293848509,1.6654274751359512,Iris-virginica
+23,5.108947811224221,3.05400058020036,4.899491295156662,1.6654274753564058,Iris-virginica

iris/lct_gan/1/15/test.csv

@@ -0,0 +1,31 @@
+,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

iris/lct_gan/1/15/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/lct_gan/1/15/val.csv

@@ -0,0 +1,31 @@
+,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

iris/lct_gan/1/16/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089481931748875,3.071579312928301,1.5100223831787645,0.26153080988901617,Iris-setosa
+1,6.179366490322669,3.0540154569145765,4.899491294572055,1.665427475393232,Iris-virginica
+2,6.1793666558089475,3.0588505301893862,1.5100223831751685,0.261530809502838,Iris-setosa
+3,6.179366488641309,3.054000000002793,4.899491293677603,1.6654274751348879,Iris-versicolor
+4,6.179366488816137,3.054011287170634,4.899491294070322,1.6654274752178142,Iris-virginica
+5,5.108948128327194,3.0599887762718567,1.5100223834858217,0.2615308098336716,Iris-setosa
+6,5.108948191094147,3.071678158275802,1.5100223831305273,0.2615308098319597,Iris-setosa
+7,6.179366488639581,3.0540000000004524,4.899491293669316,1.6654274751348734,Iris-versicolor
+8,6.17936648865899,3.054000000012805,4.899491293699615,1.6654274751349503,Iris-virginica
+9,5.108948105952011,3.0719934755460967,1.5100223831438608,0.2615308098431687,Iris-setosa
+10,6.1793664887514606,3.0540000000617225,4.8994912937894695,1.665427475135382,Iris-virginica
+11,6.179366510985396,3.07160393813491,1.510022382807276,0.26153080946883583,Iris-setosa
+12,6.179366488741376,3.0540000000342094,4.8994912937537896,1.6654274751351694,Iris-virginica
+13,6.179366488651482,3.054000000004207,4.8994912936831545,1.6654274751349005,Iris-versicolor
+14,6.179366488680513,3.054000001168614,4.899491293988415,1.6654274751378213,Iris-virginica
+15,6.1793664886750035,3.0540000010725112,4.899491293972394,1.665427475137399,Iris-virginica
+16,6.179366488642151,3.0540000000007623,4.899491293671099,1.665427475134876,Iris-versicolor
+17,6.17936648867759,3.054000000385898,4.899491293869127,1.6654274751360814,Iris-virginica
+18,5.108948187731836,3.071712932364633,1.5100223831566806,0.26153080985894217,Iris-setosa
+19,5.10894818850148,3.072023097918063,1.510022383150968,0.2615308098622412,Iris-setosa
+20,5.108947929141084,3.072151171209209,1.5100223831443222,0.2615308098332789,Iris-setosa
+21,6.17936648864242,3.0540000000031706,4.899491293678824,1.6654274751348905,Iris-versicolor
+22,5.108948002330351,3.0701988620973024,1.5100223831280555,0.26153080976322146,Iris-setosa
+23,5.108947993083795,3.0636652543366574,1.5100223832430495,0.261530809744955,Iris-setosa
+24,5.108947942025031,3.0727177312713043,1.5100223832292095,0.2615308099479249,Iris-setosa
+25,6.179366488762214,3.054000000091774,4.899491293814076,1.6654274751355749,Iris-virginica
+26,6.179366488730501,3.054000000264147,4.899491293877249,1.665427475136276,Iris-virginica
+27,6.179366489075853,3.054080413885565,4.899491294055333,1.665427475299706,Iris-virginica
+28,6.179366488764752,3.0540008963797507,4.899491294067451,1.665427475169443,Iris-virginica
+29,6.179366488668325,3.0540000000157406,4.899491293706746,1.6654274751349778,Iris-virginica
+30,5.108948181595306,3.0728385647903447,1.5100223831146649,0.26153080984341043,Iris-setosa
+31,6.179366488640501,3.054000000000544,4.899491293669843,1.6654274751348743,Iris-versicolor
+0,6.179366488648436,3.054000000002188,4.899491293677222,1.6654274751348872,Iris-versicolor
+1,5.108948199912771,3.071048365718938,1.5100223832048305,0.26153080990683125,Iris-setosa
+2,6.179366519740486,3.0766405559844956,1.5100223827616368,0.26153080947412793,Iris-setosa
+3,5.108948153917065,3.0726452369555615,1.5100223831191686,0.26153080983768445,Iris-setosa
+4,6.179366613006105,3.055135109371113,1.5100223832886073,0.26153080927505556,Iris-setosa
+5,6.1793664886406106,3.0540000000043332,4.89949129368093,1.665427475134895,Iris-virginica
+6,5.108947980193543,3.0743379880826662,1.5100223830471553,0.26153080976465387,Iris-setosa
+7,5.108948032786815,3.061567987181584,1.5100223831607573,0.26153080959585157,Iris-setosa
+8,6.1793664886463935,3.0540000000010505,4.899491293672864,1.665427475134879,Iris-versicolor
+9,5.108948195278896,3.0722088237506493,1.5100223831400619,0.26153080985446303,Iris-setosa
+10,5.108947868748791,3.084480255177901,1.510022382914053,0.26153080974472204,Iris-setosa
+11,6.17936648865695,3.0540000000029845,4.899491293681164,1.6654274751348959,Iris-versicolor
+12,6.179366488657936,3.0540000000040437,4.899491293684388,1.6654274751349036,Iris-versicolor
+13,6.179366489558561,3.054000523761091,4.899491294974077,1.6654274752369698,Iris-virginica
+14,6.179366490289356,3.0540005630373708,4.899491294660578,1.6654274752389815,Iris-virginica
+15,6.179366502490917,3.0540004670505234,4.899491295414302,1.6654274753361753,Iris-virginica
+16,6.179366488655729,3.054000000006507,4.899491293689118,1.6654274751349158,Iris-virginica
+17,6.179366503345702,3.067887742345479,1.5100223828518589,0.2615308094581426,Iris-setosa
+18,6.179366488719646,3.0540000001455714,4.899491293824368,1.6654274751357185,Iris-virginica
+19,5.108948147389507,3.072499649436991,1.5100223830801074,0.2615308097883193,Iris-setosa
+20,6.179366488646789,3.0540000000100487,4.8994912936917006,1.6654274751349236,Iris-virginica
+21,6.179366583579323,3.054035187141188,1.5100223826295551,0.2615308085921053,Iris-setosa
+22,6.17936648985231,3.0540000334349156,4.89949129465553,1.6654274751763796,Iris-virginica
+23,5.108948191678336,3.058662866828286,1.5100223837884648,0.26153081001387424,Iris-setosa
+24,6.179366488638654,3.0540000000103906,4.899491293689812,1.6654274751349167,Iris-virginica
+25,6.179366723826044,3.054690349730855,1.5100223837098152,0.2615308094094052,Iris-setosa
+26,6.179366586533247,3.0563011155604,1.5100223831328856,0.2615308093041604,Iris-setosa
+27,6.17936648864807,3.0540000000987173,4.899491293750016,1.66542747513517,Iris-virginica
+28,6.1793664886396025,3.054000000006582,4.899491293684887,1.6654274751349039,Iris-virginica
+29,6.179366488655367,3.0540000000193537,4.899491293707188,1.6654274751349736,Iris-virginica
+30,6.179366489213219,3.0540000002195318,4.899491294060412,1.6654274751375109,Iris-virginica
+31,5.108948021956835,3.0540014646850024,4.899491296520612,1.6654274756451481,Iris-virginica
+0,6.179366488640375,3.054000000001997,4.899491293675162,1.665427475134883,Iris-versicolor
+1,6.179366491108552,3.0540000063195376,4.899491295459053,1.66542747517424,Iris-virginica
+2,5.108948187106264,3.0718551728771533,1.5100223831451955,0.26153080985470106,Iris-setosa
+3,5.108948121451996,3.0727904075070485,1.5100223831037736,0.2615308098097918,Iris-setosa
+4,5.108948199192168,3.0719467092263537,1.5100223831421775,0.26153080985518,Iris-setosa
+5,5.108948024971481,3.0757156714757623,1.5100223830696913,0.261530809827759,Iris-setosa
+6,6.179366488640249,3.054000000001023,4.899491293672018,1.6654274751348777,Iris-versicolor
+7,6.179366488647145,3.0540000000019267,4.8994912936762045,1.6654274751348852,Iris-versicolor
+8,6.179366489748727,3.054026059826435,4.899491294244305,1.6654274753337936,Iris-virginica
+9,6.179366488646999,3.0540000000013383,4.899491293674131,1.6654274751348812,Iris-versicolor
+10,5.108948032291425,3.0620855833947127,1.5100223832132942,0.26153080966376857,Iris-setosa
+11,5.108948118462221,3.073382257669211,1.510022383078167,0.2615308098054237,Iris-setosa
+12,5.108948064521973,3.0743241042057186,1.5100223830659558,0.2615308098004377,Iris-setosa
+13,6.179366488640773,3.0540000000020275,4.899491293675475,1.6654274751348837,Iris-versicolor
+14,5.108948175155021,3.071962528216949,1.5100223831172233,0.26153080981831506,Iris-setosa
+15,5.108948074414194,3.0738152739608164,1.5100223831829682,0.2615308099350176,Iris-setosa
+16,6.179366558094956,3.0873105375867618,1.5100223827906059,0.26153080960640507,Iris-setosa
+17,5.108948151404063,3.0725520568866993,1.5100223831324087,0.2615308098547149,Iris-setosa
+18,5.108947861973589,3.054067579086077,1.5100223828336052,0.26153080869331563,Iris-setosa
+19,5.1089481147283,3.070330287224232,1.5100223831950295,0.26153080986058386,Iris-setosa
+20,5.108948089910425,3.0595261637693465,1.5100223833706996,0.2615308097055934,Iris-setosa
+21,6.179366488753203,3.0540000134039014,4.899491294662325,1.665427475154426,Iris-virginica
+22,6.179366488642968,3.0540000000040886,4.899491293680989,1.6654274751348948,Iris-versicolor
+23,6.179366492571682,3.0540235906372186,4.899491294608766,1.6654274754663634,Iris-virginica
+24,6.179366488702582,3.054000000037964,4.899491293743409,1.6654274751351472,Iris-virginica
+25,6.179366488643521,3.0540000000025573,4.899491293677383,1.6654274751348874,Iris-versicolor
+26,6.179366489940815,3.05400000212515,4.8994912946951645,1.665427475151556,Iris-virginica
+27,6.179366488640223,3.0540000000012144,4.899491293672652,1.6654274751348785,Iris-versicolor
+28,6.179366596031835,3.0540046147319773,4.899491294869055,1.6654274754272695,Iris-virginica
+29,6.179366488665408,3.0540000000061225,4.899491293690667,1.6654274751349212,Iris-virginica
+30,6.179366490328458,3.0540000874502646,4.899491294968823,1.66542747520633,Iris-virginica
+31,5.10894784072645,3.0695164157742676,1.5100223831191237,0.261530809767661,Iris-setosa
+0,5.1089481294682235,3.0723192685106513,1.5100223831666737,0.26153080988291433,Iris-setosa
+1,6.179366488702742,3.054000000130014,4.899491293805645,1.665427475135556,Iris-virginica
+2,5.108948186748864,3.071686293158712,1.510022383170434,0.26153080987507105,Iris-setosa
+3,6.179366503392364,3.075173269745935,1.5100223826211332,0.2615308092690965,Iris-setosa
+4,6.179366490096193,3.054003554436625,4.8994912943129485,1.6654274752723337,Iris-virginica
+5,6.179366513020377,3.070056124122122,1.5100223826658994,0.2615308092691228,Iris-setosa
+6,6.179366579822169,3.054023022574279,4.899491295772347,1.6654274758320053,Iris-virginica
+7,6.179366488736636,3.054000000035814,4.899491293750991,1.6654274751351825,Iris-virginica
+8,6.179366488638282,3.0540000000021448,4.899491293675323,1.6654274751348832,Iris-versicolor
+9,6.179366488632274,3.054000000098482,4.899491293732984,1.665427475135067,Iris-virginica
+10,6.17936648863982,3.0540000000031937,4.899491293678083,1.6654274751348885,Iris-versicolor
+11,5.108947954391995,3.0780135014079884,1.510022382999541,0.2615308097764657,Iris-setosa
+12,6.1793664999811595,3.0540013387781104,4.899491294625539,1.665427475305883,Iris-virginica
+13,5.10894816617231,3.057152602593028,1.510022384050901,0.26153081007340306,Iris-setosa
+14,6.179366488650855,3.054000000004059,4.899491293683026,1.6654274751349005,Iris-versicolor
+15,5.108948170826802,3.072376518574212,1.5100223831094615,0.2615308098187524,Iris-setosa
+16,5.108947864592829,3.0558817080521115,1.5100223830530923,0.2615308091848204,Iris-setosa
+17,5.10894821145372,3.07070132192232,1.5100223832077915,0.2615308098927498,Iris-setosa
+18,6.179366488718456,3.054000000010654,4.899491293710107,1.6654274751349851,Iris-virginica
+19,6.179366644962575,3.054016133839922,4.899491296611488,1.665427476030027,Iris-virginica
+20,6.179366490584552,3.054000037148753,4.899491295553256,1.665427475208781,Iris-virginica
+21,5.10894809653699,3.068855547095334,1.5100223831862591,0.2615308098055414,Iris-setosa
+22,5.108948142078817,3.0716619351974157,1.5100223832392048,0.2615308099465469,Iris-setosa
+23,5.108948267528403,3.0548457194239886,1.510022383906771,0.2615308095427565,Iris-setosa

iris/lct_gan/1/16/test.csv

@@ -0,0 +1,31 @@
+,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

iris/lct_gan/1/16/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/lct_gan/1/16/val.csv

@@ -0,0 +1,31 @@
+,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

iris/lct_gan/1/17/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366491502711,3.0543678594746284,1.5100223824422287,0.2615308086321104,Iris-setosa
+1,6.179366488637027,3.054000000001324,4.899491293672682,1.6654274751348785,Iris-versicolor
+2,6.179366488699008,3.0540000002002494,4.89949129383617,1.6654274751358227,Iris-virginica
+3,6.179366546718237,3.0546701983174307,1.5100223826382893,0.2615308087823035,Iris-setosa
+4,5.10894789615468,3.0591636583824915,1.5100223829749224,0.261530809331187,Iris-setosa
+5,5.108948059148781,3.0720220868936288,1.5100223833478283,0.26153081008079926,Iris-setosa
+6,6.179366580012485,3.054000542014387,4.899491297047042,1.6654274755601177,Iris-virginica
+7,6.179366488630932,3.05400000031685,4.899491293775092,1.6654274751352924,Iris-virginica
+8,6.179366488703778,3.0540000000635925,4.899491293765436,1.6654274751352722,Iris-virginica
+9,6.179366488849363,3.0540001122354794,4.899491294484662,1.665427475168131,Iris-virginica
+10,5.108948141848974,3.0725881205146575,1.5100223831492006,0.26153080987526467,Iris-setosa
+11,6.1793664886496185,3.0540000000179335,4.8994912937031945,1.6654274751349583,Iris-virginica
+12,6.179366488646927,3.0540000000010656,4.8994912936729955,1.6654274751348792,Iris-versicolor
+13,6.179366550650233,3.054003626993089,4.899491294879776,1.6654274754189027,Iris-virginica
+14,6.179366488645476,3.054000000001935,4.899491293676,1.665427475134885,Iris-versicolor
+15,6.1793664886437165,3.0540000000017726,4.899491293675145,1.665427475134883,Iris-versicolor
+16,6.179366488640371,3.0540000000006415,4.899491293670371,1.665427475134875,Iris-versicolor
+17,5.108948047272726,3.073695406388688,1.5100223831464192,0.2615308098787806,Iris-setosa
+18,6.179366488695212,3.054000010257819,4.899491294362435,1.6654274751469587,Iris-virginica
+19,6.179366488646131,3.0540000000029166,4.899491293679052,1.6654274751348912,Iris-versicolor
+20,6.179366488682806,3.0540000000098666,4.899491293702627,1.6654274751349585,Iris-virginica
+21,5.1089480873890665,3.07305192475417,1.510022383067674,0.2615308097780641,Iris-setosa
+22,6.179366573564429,3.0757238723650446,1.5100223830521406,0.26153080983337157,Iris-setosa
+23,5.108948186266261,3.0722848759708508,1.510022383110903,0.2615308098217816,Iris-setosa
+24,6.1793664886549715,3.0540000010441735,4.89949129393857,1.665427475136844,Iris-virginica
+25,6.179366488663518,3.0540000000525915,4.899491293743611,1.665427475135123,Iris-virginica
+26,5.1089481755009105,3.0713909742093186,1.5100223832069801,0.2615308099137519,Iris-setosa
+27,5.108948178657349,3.0719044989562128,1.5100223831704171,0.2615308098839418,Iris-setosa
+28,6.179366488664542,3.0540000000251384,4.899491293716356,1.6654274751350122,Iris-virginica
+29,6.179366488646886,3.054000001881727,4.899491293990416,1.6654274751374811,Iris-virginica
+30,6.1793664896337575,3.0540000004441334,4.899491294293695,1.6654274751403928,Iris-virginica
+31,6.179366488660848,3.054000277985016,4.899491294128068,1.6654274751514413,Iris-virginica
+0,6.17936648864142,3.0540000000010696,4.899491293672267,1.6654274751348779,Iris-versicolor
+1,6.179366502932881,3.0540078034455207,4.899491295347634,1.665427475583033,Iris-virginica
+2,6.179366488743814,3.054000000074674,4.8994912937910495,1.6654274751354312,Iris-virginica
+3,6.179366488679693,3.054000006117914,4.899491294372656,1.6654274751441256,Iris-virginica
+4,6.179366574353367,3.054553954203346,1.510022383128887,0.26153080905036785,Iris-setosa
+5,6.179366488637773,3.0540000000016265,4.8994912936736785,1.66542747513488,Iris-versicolor
+6,6.17936648864178,3.0540000000043297,4.899491293681032,1.6654274751348952,Iris-virginica
+7,6.179366488647767,3.0540000001325485,4.8994912937631305,1.665427475135261,Iris-virginica
+8,6.1793664886408175,3.0540000000446,4.8994912937175314,1.6654274751350142,Iris-virginica
+9,6.179366488790209,3.0540000062351536,4.899491294563838,1.6654274751507512,Iris-virginica
+10,5.108948203838853,3.0710752464115862,1.5100223831881598,0.26153080988358324,Iris-setosa
+11,6.17936648864412,3.0540000002874845,4.899491293806832,1.6654274751354994,Iris-virginica
+12,5.108948141982136,3.054009191243491,4.899491296413722,1.6654274758578458,Iris-virginica
+13,6.179366495107597,3.0540048971161964,4.899491294523662,1.6654274753462923,Iris-virginica
+14,5.108948154888327,3.0721807597730337,1.5100223831445363,0.26153080985391797,Iris-setosa
+15,6.179366488637482,3.054000000063567,4.899491293725503,1.6654274751350442,Iris-virginica
+16,5.108948207585886,3.0712743248503185,1.5100223832014374,0.2615308099015758,Iris-setosa
+17,5.108947920849814,3.077291023025099,1.5100223831761284,0.26153080998053246,Iris-setosa
+18,5.1089480686826265,3.0743273610567234,1.5100223830806239,0.2615308098114182,Iris-setosa
+19,6.179366488639668,3.0540000000004444,4.899491293669257,1.6654274751348734,Iris-versicolor
+20,6.179366615993932,3.085366398775819,1.5100223828203165,0.2615308096162421,Iris-setosa
+21,5.108948057823348,3.0746908822977477,1.5100223830405783,0.2615308097832151,Iris-setosa
+22,5.108948095090581,3.0602489975402043,1.510022383406778,0.261530809773771,Iris-setosa
+23,5.108948147406321,3.070059294037905,1.5100223833057838,0.26153080998118533,Iris-setosa
+24,6.179366507386079,3.054000082456311,4.899491295166676,1.6654274752370137,Iris-virginica
+25,6.179366516700867,3.0540000384705808,4.899491297242468,1.6654274752928044,Iris-virginica
+26,6.179366507499732,3.0540143924281877,4.899491294554498,1.6654274754211669,Iris-virginica
+27,5.108948086941142,3.073496012407298,1.5100223830456099,0.2615308097622364,Iris-setosa
+28,6.179366488646855,3.0540000000022207,4.899491293677148,1.6654274751348872,Iris-versicolor
+29,6.179366521576734,3.054000156188329,4.899491295615528,1.6654274752990197,Iris-virginica
+30,5.108947848051999,3.068464609061125,1.5100223832123907,0.2615308098707689,Iris-setosa
+31,6.179366692231611,3.0644891949782234,1.5100223834572906,0.2615308100335781,Iris-setosa
+0,6.179366491002553,3.054000034847807,4.899491294980758,1.6654274751901355,Iris-virginica
+1,6.179366488725109,3.0540000005525028,4.8994912939522655,1.6654274751372573,Iris-virginica
+2,6.179366493207677,3.0543421228505085,1.5100223824747525,0.2615308086460858,Iris-setosa
+3,5.1089481779834856,3.072674361864869,1.51002238311231,0.2615308098275418,Iris-setosa
+4,6.179366488656735,3.0540000004957113,4.899491293864578,1.665427475136062,Iris-virginica
+5,6.179366488668462,3.0540000016593454,4.899491294030843,1.665427475138282,Iris-virginica
+6,5.108947854467751,3.080033555596654,1.51002238301703,0.2615308098013199,Iris-setosa
+7,5.108948165450657,3.0723199237446397,1.5100223831289403,0.2615308098474589,Iris-setosa
+8,6.179366488640458,3.0540000000006224,4.899491293670245,1.6654274751348748,Iris-versicolor
+9,5.108947936082737,3.057411949880659,1.5100223831698043,0.26153080939367584,Iris-setosa
+10,6.179366499376927,3.054647368413715,1.5100223829271997,0.2615308089637863,Iris-setosa
+11,6.17936659514232,3.0583030725324303,1.5100223833114617,0.2615308095751556,Iris-setosa
+12,5.108947957478776,3.0718177842920147,1.5100223833535333,0.26153081007824835,Iris-setosa
+13,6.179366488781996,3.054000000039518,4.899491293769648,1.6654274751352616,Iris-virginica
+14,6.179366505116222,3.0544101176144824,1.5100223829526886,0.26153080891411773,Iris-setosa
+15,6.1793664886387285,3.054000000001105,4.899491293672119,1.6654274751348777,Iris-versicolor
+16,6.17936648866094,3.0540000000088163,4.899491293694588,1.6654274751349325,Iris-virginica
+17,5.10894816400565,3.0713232967488433,1.5100223831971804,0.2615308098940457,Iris-setosa
+18,6.179366488718812,3.05400000009394,4.899491293793674,1.665427475135448,Iris-virginica
+19,6.179366490312004,3.054003178319867,4.899491294634854,1.6654274753125735,Iris-virginica
+20,6.179366488650965,3.054000000001559,4.899491293675472,1.6654274751348839,Iris-versicolor
+21,6.179366488963058,3.054000000320002,4.8994912940381,1.6654274751375435,Iris-virginica
+22,5.108948064155392,3.0730128827899,1.5100223831006268,0.26153080980719773,Iris-setosa
+23,6.179366488646213,3.0540000000023713,4.89949129367737,1.6654274751348874,Iris-versicolor
+24,5.108948061985828,3.054612839484223,1.5100223834513855,0.261530809227079,Iris-setosa
+25,6.179366488643017,3.054000000000805,4.8994912936713995,1.6654274751348765,Iris-versicolor
+26,5.108948140744551,3.0722003282475585,1.5100223832066506,0.26153080993150174,Iris-setosa
+27,5.10894810869453,3.0722638376471085,1.5100223832218134,0.2615308099366399,Iris-setosa
+28,5.108948038526589,3.073044854022774,1.5100223831854134,0.2615308099042556,Iris-setosa
+29,6.17936648883955,3.054000000693863,4.899491294061431,1.6654274751387002,Iris-virginica
+30,6.1793664887929305,3.054000000069967,4.89949129380711,1.6654274751355027,Iris-virginica
+31,6.179366488641209,3.054000000000593,4.899491293670204,1.6654274751348748,Iris-versicolor
+0,5.108948159771209,3.07219167658305,1.510022383090241,0.2615308097917388,Iris-setosa
+1,6.179366488678407,3.054000000018436,4.8994912937136625,1.6654274751350058,Iris-virginica
+2,6.179366488967173,3.0540000497131823,4.899491294656174,1.6654274751694802,Iris-virginica
+3,6.179366489251069,3.054000005750176,4.899491294774218,1.6654274751591647,Iris-virginica
+4,5.108947818883606,3.0776785850748505,1.510022382979818,0.2615308097395544,Iris-setosa
+5,6.179366488653345,3.0540000002328402,4.899491293808908,1.6654274751355342,Iris-virginica
+6,5.1089481749602585,3.0720925752596178,1.5100223831206254,0.2615308098235654,Iris-setosa
+7,5.108947899617349,3.0801264716400265,1.5100223829311628,0.26153080970295606,Iris-setosa
+8,6.179366488639545,3.054000000000438,4.8994912936692145,1.6654274751348734,Iris-versicolor
+9,5.108948194253289,3.0708764609767507,1.510022383267588,0.2615308099633728,Iris-setosa
+10,5.108948244099464,3.054042379669308,1.5100223837267779,0.2615308089279096,Iris-setosa
+11,6.179366630384304,3.0545166787648013,1.5100223829292125,0.26153080891275216,Iris-setosa
+12,5.1089479288311495,3.074080759639834,1.510022383035722,0.2615308097381738,Iris-setosa
+13,6.179366488643874,3.054000000003303,4.899491293679384,1.6654274751348916,Iris-versicolor
+14,5.108948114684588,3.0715859006862405,1.5100223831720228,0.2615308098642513,Iris-setosa
+15,6.17936648865342,3.0540000040261863,4.89949129413228,1.6654274751403715,Iris-virginica
+16,5.108947929162001,3.0605178664482815,1.510022383146494,0.2615308095508906,Iris-setosa
+17,5.108947991291221,3.0540031034243933,4.899491297739242,1.6654274759674736,Iris-virginica
+18,5.108948071943428,3.0742567149194056,1.5100223830727255,0.26153080980634646,Iris-setosa
+19,6.179366488640019,3.0540000035518293,4.899491294029195,1.6654274751385374,Iris-virginica
+20,6.179366494170875,3.0635505827539595,1.5100223825904138,0.2615308090719951,Iris-setosa
+21,6.179366497416605,3.0540550694321182,1.510022382539513,0.2615308085804538,Iris-setosa
+22,5.10894814204714,3.070981325783425,1.5100223832352466,0.26153080992307315,Iris-setosa
+23,6.179366488654858,3.054000007498542,4.899491294238902,1.6654274751424087,Iris-virginica

iris/lct_gan/1/17/test.csv

@@ -0,0 +1,31 @@
+,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

iris/lct_gan/1/17/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/lct_gan/1/17/val.csv

@@ -0,0 +1,31 @@
+,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

iris/lct_gan/1/18/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488642789,3.0540000000012917,4.899491293673435,1.66542747513488,Iris-versicolor
+1,5.108947913953924,3.060355097149014,1.5100223831784474,0.26153080956684954,Iris-setosa
+2,6.179366488778473,3.054000000066321,4.899491293798173,1.6654274751354625,Iris-virginica
+3,6.179366488639062,3.054000000092805,4.8994912937385395,1.6654274751351046,Iris-virginica
+4,6.1793664886419695,3.0540000000491827,4.89949129372237,1.6654274751350344,Iris-virginica
+5,5.1089482057040625,3.0716260615390167,1.5100223831798285,0.26153080989482186,Iris-setosa
+6,5.108948128588688,3.073434397873607,1.5100223830967636,0.261530809830685,Iris-setosa
+7,6.179366488643342,3.0540000000011562,4.899491293672971,1.6654274751348792,Iris-versicolor
+8,6.179366584425818,3.066161386730263,1.5100223831857993,0.2615308097956047,Iris-setosa
+9,6.179366491477875,3.054000012191873,4.8994912952357135,1.665427475181691,Iris-virginica
+10,6.179366488652725,3.054000000009795,4.8994912936938,1.6654274751349296,Iris-virginica
+11,5.108948117596122,3.073241808988212,1.510022383094659,0.2615308098183771,Iris-setosa
+12,6.179366488683205,3.0540000000110337,4.899491293705168,1.6654274751349674,Iris-virginica
+13,6.179366488642319,3.0540000000011913,4.899491293672918,1.6654274751348792,Iris-versicolor
+14,6.179366488872885,3.0540003282292845,4.8994912945356015,1.6654274751828502,Iris-virginica
+15,6.179366488661219,3.054000000190151,4.899491293802061,1.6654274751355025,Iris-virginica
+16,6.179366488649736,3.054000000002395,4.899491293678096,1.6654274751348892,Iris-versicolor
+17,6.179366489376175,3.0540000738937745,4.8994912950947604,1.665427475193433,Iris-virginica
+18,6.179366488652275,3.0540000000017,4.899491293676273,1.6654274751348854,Iris-versicolor
+19,6.17936648889181,3.0540000000342764,4.8994912937847825,1.6654274751353246,Iris-virginica
+20,6.179366488673622,3.054000000013869,4.8994912937067365,1.6654274751349758,Iris-virginica
+21,6.179366488643766,3.054000000000778,4.899491293671333,1.6654274751348765,Iris-versicolor
+22,6.179366488659162,3.0540000002808005,4.899491293826738,1.6654274751356362,Iris-virginica
+23,5.108948048552146,3.0549956014821587,1.5100223836810314,0.26153080945260715,Iris-setosa
+24,6.1793664887012705,3.0540000000512495,4.8994912937570945,1.6654274751352138,Iris-virginica
+25,6.179366548784156,3.063887352095257,1.5100223829215467,0.2615308094325647,Iris-setosa
+26,5.108948131045867,3.071392015822072,1.5100223832542217,0.26153080995769146,Iris-setosa
+27,6.179366488707351,3.054000000474781,4.899491293915356,1.6654274751366664,Iris-virginica
+28,5.108948186315552,3.072290180629309,1.5100223831147617,0.2615308098321176,Iris-setosa
+29,5.108948095120931,3.0735311294072822,1.5100223830893527,0.2615308098227395,Iris-setosa
+30,5.108947804310184,3.0540013066883605,4.899491295230519,1.66542747541901,Iris-virginica
+31,6.179366488823673,3.0540573832837388,4.899491294122784,1.665427475281293,Iris-virginica
+0,6.179366488722191,3.054000000015699,4.899491293722272,1.6654274751350295,Iris-virginica
+1,6.179366488652139,3.0540000248055215,4.899491294172656,1.6654274751436744,Iris-virginica
+2,6.179366488760038,3.054000001088948,4.899491294075503,1.6654274751393405,Iris-virginica
+3,6.179366619325233,3.054046654261097,1.5100223827615533,0.26153080864748635,Iris-setosa
+4,6.179366490346347,3.0540131587257915,4.89949129455742,1.6654274753794063,Iris-virginica
+5,6.179366489598492,3.0540000068311213,4.899491295077491,1.6654274751670526,Iris-virginica
+6,6.1793664891943285,3.0540002551505623,4.8994912954164755,1.6654274752234721,Iris-virginica
+7,6.179366488727375,3.054000000015595,4.8994912937214234,1.6654274751350309,Iris-virginica
+8,6.1793664887200315,3.0540000000525636,4.899491293767296,1.6654274751352767,Iris-virginica
+9,5.108948189601399,3.0710872547416135,1.5100223832016126,0.2615308098955902,Iris-setosa
+10,6.179366492636397,3.0540000556217666,4.899491294802576,1.6654274751955735,Iris-virginica
+11,5.1089479929481065,3.0768462624289556,1.5100223830304504,0.26153080980160537,Iris-setosa
+12,6.17936648878736,3.0540000000148146,4.899491293732271,1.6654274751350653,Iris-virginica
+13,6.179366488646929,3.0540000000010092,4.899491293672756,1.665427475134879,Iris-versicolor
+14,5.108948175784898,3.0731779486279502,1.5100223830982356,0.26153080982811766,Iris-setosa
+15,6.17936648865524,3.054000000004467,4.899491293684841,1.6654274751349047,Iris-versicolor
+16,5.108948122138996,3.063026213643067,1.5100223836502935,0.2615308101269671,Iris-setosa
+17,6.179366492202082,3.0552956434088543,1.5100223825164851,0.26153080876125934,Iris-setosa
+18,5.1089485038919715,3.0540465096677742,1.510022384050566,0.261530809052011,Iris-setosa
+19,5.108948170743132,3.0722657244634095,1.5100223831025836,0.26153080981192844,Iris-setosa
+20,5.108948054974566,3.0543053619799334,1.510022383275903,0.26153080902360565,Iris-setosa
+21,5.108948035385088,3.0747688084549587,1.5100223830357407,0.26153080976167165,Iris-setosa
+22,6.179366488722197,3.0540000002564436,4.899491293868805,1.665427475136147,Iris-virginica
+23,5.108947970348987,3.071251481815762,1.5100223833078041,0.2615308099952707,Iris-setosa
+24,5.1089486580288925,3.054195390974128,1.5100223847927479,0.26153080959863856,Iris-setosa
+25,5.10894814293183,3.0711839363680316,1.510022383279771,0.2615308099848246,Iris-setosa
+26,5.10894819210249,3.0718439791623555,1.5100223831452786,0.261530809850983,Iris-setosa
+27,5.108948184457649,3.071442069581138,1.5100223831922357,0.2615308098966236,Iris-setosa
+28,6.179366488660084,3.0540000000092298,4.899491293695445,1.6654274751349374,Iris-virginica
+29,5.108948005729167,3.0728576164832715,1.510022383222606,0.26153080993802663,Iris-setosa
+30,6.179366488725844,3.0540000000221377,4.899491293730451,1.665427475135074,Iris-virginica
+31,6.179366488818799,3.054000000669645,4.899491294043024,1.6654274751384788,Iris-virginica
+0,5.108948118366691,3.0540168884041936,4.899491297005454,1.6654274761347019,Iris-setosa
+1,6.179366489134171,3.0540000113349395,4.899491294776026,1.6654274751625238,Iris-virginica
+2,6.17936648868682,3.054000001644712,4.899491294061476,1.665427475139024,Iris-virginica
+3,6.179366488649024,3.054000000025211,4.899491293709401,1.6654274751349896,Iris-virginica
+4,6.17936648867591,3.054000000011642,4.899491293703029,1.665427475134965,Iris-virginica
+5,5.108948073375075,3.0700594453695875,1.5100223831825614,0.26153080983215293,Iris-setosa
+6,5.10894819878838,3.072044081504814,1.5100223831418227,0.26153080985501664,Iris-setosa
+7,6.179366488645394,3.0540000000021275,4.899491293676701,1.6654274751348863,Iris-versicolor
+8,5.108948202127572,3.071864655256006,1.5100223831450914,0.2615308098575354,Iris-setosa
+9,5.108948155303123,3.072664525305482,1.510022383092147,0.26153080980853427,Iris-setosa
+10,6.1793664886438835,3.054000000001182,4.899491293673088,1.6654274751348794,Iris-versicolor
+11,5.108948060850879,3.0725188589012467,1.5100223831070905,0.2615308097971563,Iris-setosa
+12,5.108948038064878,3.0739944619427195,1.510022383171241,0.26153080991946914,Iris-setosa
+13,6.179366488636343,3.054000000156441,4.8994912937581505,1.6654274751351985,Iris-virginica
+14,6.179366488666336,3.0540000000108227,4.8994912936994215,1.6654274751349476,Iris-virginica
+15,6.179366488641952,3.054000000002236,4.899491293676252,1.6654274751348852,Iris-versicolor
+16,6.179366488964063,3.054000000491774,4.899491294096603,1.6654274751386138,Iris-virginica
+17,6.179366670179234,3.0546492111083787,1.5100223829737085,0.26153080898153663,Iris-setosa
+18,6.179366488671159,3.05400000000637,4.899491293692975,1.6654274751349272,Iris-versicolor
+19,6.179366585245558,3.082181761962129,1.5100223828649961,0.2615308096513355,Iris-setosa
+20,5.108948127554723,3.072044603116147,1.510022383158778,0.2615308098587701,Iris-setosa
+21,6.179366488640489,3.0540000000005203,4.899491293669715,1.665427475134874,Iris-versicolor
+22,5.108948178523788,3.072253751551436,1.510022383121278,0.261530809831276,Iris-setosa
+23,5.108947913966008,3.0607132763011378,1.5100223831925006,0.2615308096041953,Iris-setosa
+24,6.179366488639673,3.0540000000004257,4.899491293669177,1.6654274751348734,Iris-versicolor
+25,6.179366488640822,3.054000000000679,4.899491293670569,1.6654274751348754,Iris-versicolor
+26,6.179366488640899,3.0540000000025596,4.89949129367707,1.665427475134887,Iris-versicolor
+27,6.179366495644554,3.054000054730617,4.899491295333937,1.6654274752196587,Iris-virginica
+28,6.1793664898072995,3.054000007662877,4.89949129520276,1.6654274751720013,Iris-virginica
+29,5.108948180746096,3.0720050347108097,1.5100223831420427,0.2615308098455872,Iris-setosa
+30,5.108948082069794,3.0639583178000116,1.5100223834695319,0.26153080998193773,Iris-setosa
+31,6.179366488651956,3.0540000000037475,4.899491293682518,1.665427475134899,Iris-versicolor
+0,5.108948229196204,3.0588490474608765,1.5100223838295967,0.26153081006190015,Iris-setosa
+1,5.108948189911659,3.071613130729689,1.5100223831384358,0.2615308098415934,Iris-setosa
+2,6.179366492043149,3.0540000137608705,4.899491294909716,1.6654274751763134,Iris-virginica
+3,5.108947901908653,3.054830107860431,1.5100223831106896,0.26153080909212073,Iris-setosa
+4,5.10894781232613,3.077002726509755,1.5100223828652248,0.26153080958100977,Iris-setosa
+5,6.179366564533778,3.0760037522629626,1.5100223828424033,0.2615308095581398,Iris-setosa
+6,6.179366514635429,3.054000069946266,4.8994912969453495,1.665427475312158,Iris-virginica
+7,6.17936648996362,3.054000001297209,4.89949129462414,1.6654274751476146,Iris-virginica
+8,5.108948305121383,3.0540798334935957,1.5100223839184297,0.2615308090913292,Iris-setosa
+9,6.179366488640685,3.0540000000049345,4.89949129368201,1.6654274751348972,Iris-virginica
+10,5.108948064777186,3.0541958724508698,1.5100223831319668,0.2615308089038814,Iris-setosa
+11,5.108948014576415,3.072821921525051,1.510022383072349,0.2615308097629156,Iris-setosa
+12,6.179366488647342,3.0540000000029215,4.899491293679426,1.665427475134892,Iris-versicolor
+13,5.108948017709184,3.0540447398090294,1.5100223833888713,0.261530808840479,Iris-setosa
+14,5.1089480078435106,3.0754274377469675,1.5100223830635824,0.26153080980410887,Iris-setosa
+15,6.1793664886938995,3.0540000000273855,4.899491293729527,1.665427475135075,Iris-virginica
+16,5.108948075065288,3.0694017482163485,1.5100223833744852,0.26153081002903283,Iris-setosa
+17,6.179366767075687,3.0565990099657476,1.5100223835232627,0.2615308096034948,Iris-setosa
+18,6.1793665597710845,3.055821798213481,1.5100223836644713,0.2615308096115048,Iris-setosa
+19,5.108947909155424,3.0798314295954143,1.5100223830016661,0.26153080979534193,Iris-setosa
+20,5.1089481367344485,3.070396259788408,1.510022383208051,0.26153080987340194,Iris-setosa
+21,6.179366488960248,3.0540000009561954,4.899491294217789,1.6654274751404423,Iris-virginica
+22,6.179366488715946,3.0540000000595566,4.899491293767803,1.665427475135291,Iris-virginica
+23,6.179366632827545,3.0769370083115994,1.510022382963688,0.2615308097088235,Iris-setosa

iris/lct_gan/1/18/test.csv

@@ -0,0 +1,31 @@
+,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

iris/lct_gan/1/18/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/lct_gan/1/18/val.csv

@@ -0,0 +1,31 @@
+,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

iris/lct_gan/1/19/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947915998483,3.074718799773415,1.5100223830254365,0.2615308097318628,Iris-setosa
+1,6.1793665172526495,3.054000043300027,4.899491296213841,1.665427475257323,Iris-virginica
+2,6.179366488636502,3.054000002199848,4.899491293962503,1.6654274751370917,Iris-virginica
+3,6.179366488649109,3.054000000002792,4.899491293679171,1.6654274751348914,Iris-versicolor
+4,5.108948142407942,3.0718411408883455,1.510022383146242,0.26153080984372895,Iris-setosa
+5,6.179366515491709,3.0540191865465998,4.8994912946217575,1.6654274754460257,Iris-virginica
+6,6.179366488642263,3.054000000002275,4.899491293676437,1.6654274751348854,Iris-versicolor
+7,5.108947805148817,3.054000165743936,4.899491295501735,1.6654274753174445,Iris-virginica
+8,5.108948155341255,3.0670090631023235,1.5100223835094126,0.26153081010662843,Iris-setosa
+9,5.108948039758944,3.075085829011641,1.510022383098793,0.2615308098478776,Iris-setosa
+10,6.179366496210928,3.0540000424479516,4.899491296176573,1.6654274752429956,Iris-virginica
+11,5.108948188117859,3.057110473220941,1.5100223837316389,0.26153080981808297,Iris-setosa
+12,6.179366488638272,3.0540000000054865,4.899491293682508,1.6654274751348985,Iris-virginica
+13,6.179366488657822,3.0540000000023153,4.899491293679223,1.6654274751348912,Iris-versicolor
+14,6.1793664888230015,3.0540000001295535,4.8994912938804935,1.6654274751359763,Iris-virginica
+15,5.108948066681679,3.0696387787092516,1.5100223834155566,0.2615308100921628,Iris-setosa
+16,5.108948117906307,3.0725156632268797,1.5100223831833792,0.2615308099021417,Iris-setosa
+17,5.10894816954473,3.0725657942616986,1.510022383116972,0.26153080983647314,Iris-setosa
+18,5.108948126546156,3.07292374037913,1.5100223831233959,0.26153080984538374,Iris-setosa
+19,5.1089481222648505,3.0727540331661674,1.510022383133904,0.2615308098529499,Iris-setosa
+20,6.17936648955009,3.0540000239831167,4.899491295105936,1.6654274751798632,Iris-virginica
+21,6.179366488644254,3.0540000000029384,4.899491293678587,1.66542747513489,Iris-versicolor
+22,5.108948057960237,3.0540080000402434,4.899491296189842,1.6654274757953957,Iris-virginica
+23,5.10894810422139,3.0731849131051856,1.5100223831549522,0.26153080988837035,Iris-setosa
+24,6.179366490570152,3.0571958108070727,1.5100223824004306,0.26153080874327916,Iris-setosa
+25,6.17936648865868,3.0540000000904124,4.899491293757741,1.6654274751352338,Iris-virginica
+26,6.179366491001913,3.0540008702870782,4.899491295022917,1.6654274752984803,Iris-virginica
+27,6.179366488715855,3.054000000077649,4.899491293779771,1.6654274751353713,Iris-virginica
+28,5.108947923403137,3.0569523511325145,1.5100223832995094,0.26153080945628754,Iris-setosa
+29,6.1793664886581325,3.0540000008136516,4.8994912939110815,1.6654274751366445,Iris-virginica
+30,6.179366488638949,3.054000000000964,4.899491293671603,1.6654274751348768,Iris-versicolor
+31,6.179366488648871,3.0540000000054253,4.899491293685691,1.6654274751349072,Iris-virginica
+0,6.179366488652718,3.0540000000019063,4.899491293676987,1.665427475134887,Iris-versicolor
+1,6.179366488766512,3.054000000548746,4.899491293987837,1.6654274751376212,Iris-virginica
+2,6.179366542030802,3.08626896347124,1.5100223827207406,0.2615308095051553,Iris-setosa
+3,6.179366488632221,3.0540000000129153,4.89949129368913,1.6654274751349127,Iris-virginica
+4,6.1793667209369065,3.0551656948726467,1.5100223834073145,0.2615308093490026,Iris-setosa
+5,5.108948126431109,3.063878177209505,1.5100223836171773,0.2615308101236503,Iris-setosa
+6,6.179366488658098,3.0540000000038163,4.899491293684123,1.6654274751349034,Iris-versicolor
+7,5.108947999366298,3.055455459828536,1.5100223832842468,0.2615308092941293,Iris-setosa
+8,6.179366488704775,3.054000001422061,4.89949129410286,1.6654274751388725,Iris-virginica
+9,6.179366488643394,3.0540000000009933,4.899491293672283,1.665427475134878,Iris-versicolor
+10,5.108947949149888,3.0747652666496146,1.5100223831478756,0.2615308098936307,Iris-setosa
+11,6.179366488694692,3.0540004369136167,4.899491294262756,1.6654274751628315,Iris-virginica
+12,6.179366495132905,3.054008108920729,4.899491294510658,1.6654274753687772,Iris-virginica
+13,6.179366488638317,3.0540000001147107,4.8994912937461885,1.6654274751351448,Iris-virginica
+14,5.108948172175079,3.071173393057488,1.5100223832706967,0.2615308099802829,Iris-setosa
+15,5.108948101172616,3.071896938811715,1.5100223831058968,0.2615308097961094,Iris-setosa
+16,6.179366489055688,3.0540000029362586,4.899491294442826,1.665427475147258,Iris-virginica
+17,6.179366488697056,3.0540000000185192,4.899491293718479,1.665427475135023,Iris-virginica
+18,6.179366488639112,3.054000000001164,4.899491293672395,1.665427475134878,Iris-versicolor
+19,6.1793664886729385,3.0540000000277527,4.899491293722914,1.6654274751350484,Iris-virginica
+20,5.1089479516143985,3.077262432606416,1.5100223830722905,0.2615308098417854,Iris-setosa
+21,5.1089479403736755,3.0750013086568444,1.5100223832139241,0.26153080997786354,Iris-setosa
+22,6.179366488658217,3.0540000002985095,4.899491293827536,1.6654274751357143,Iris-virginica
+23,6.179366488648184,3.054000000166873,4.899491293777403,1.6654274751353435,Iris-virginica
+24,5.108947855960812,3.0819427738168175,1.510022382981185,0.2615308097887182,Iris-setosa
+25,5.108947937250864,3.0540082919365394,4.8994912956871435,1.6654274756609306,Iris-virginica
+26,5.108948153329673,3.058462103617148,1.5100223841884215,0.2615308103314006,Iris-setosa
+27,5.10894817241433,3.0734335269114745,1.5100223830897515,0.26153080982257976,Iris-setosa
+28,5.108947867971729,3.0793228826949397,1.510022382938448,0.26153080969502424,Iris-setosa
+29,5.1089479309152175,3.057453803957877,1.5100223834734665,0.26153080965192116,Iris-setosa
+30,6.1793664889143525,3.054000000351654,4.899491294017792,1.6654274751373999,Iris-virginica
+31,6.17936648864377,3.054000000002643,4.899491293677635,1.6654274751348879,Iris-versicolor
+0,5.108948150814671,3.0723237279655615,1.5100223831156072,0.2615308098299613,Iris-setosa
+1,5.108947899083491,3.0771966789902074,1.51002238302379,0.26153080977178095,Iris-setosa
+2,5.108948053882302,3.068515097496302,1.5100223833722217,0.26153081000119593,Iris-setosa
+3,6.179366488639205,3.054000000004194,4.899491293680375,1.6654274751348939,Iris-virginica
+4,5.108948145020276,3.0730132933173375,1.5100223830887984,0.2615308098076797,Iris-setosa
+5,6.179366488714645,3.054000000581373,4.8994912939491195,1.6654274751370084,Iris-virginica
+6,6.179366488643212,3.054000000029997,4.899491293710634,1.6654274751349842,Iris-virginica
+7,5.1089481881065995,3.0719872194299302,1.5100223831140747,0.26153080982365745,Iris-setosa
+8,6.17936648947941,3.0540013362858134,4.899491295095145,1.6654274752756557,Iris-virginica
+9,6.179366496953383,3.0540026372887805,4.899491294442182,1.6654274753003353,Iris-virginica
+10,5.108948058658496,3.0732076160774398,1.5100223831109332,0.26153080982737326,Iris-setosa
+11,5.108948132080207,3.0731626528585996,1.5100223830895698,0.26153080981039534,Iris-setosa
+12,6.179366488728635,3.0540000002862406,4.899491293884488,1.6654274751363505,Iris-virginica
+13,5.108947879649192,3.0627834462304624,1.5100223831897306,0.2615308096825072,Iris-setosa
+14,6.179366488737334,3.0540000000797094,4.899491293791901,1.6654274751354448,Iris-virginica
+15,5.10894817038088,3.0725020240564827,1.5100223831103632,0.26153080982556565,Iris-setosa
+16,6.1793664925478735,3.0540000199433948,4.899491295111733,1.6654274751887708,Iris-virginica
+17,6.179366488846013,3.0540000158670257,4.899491294455849,1.6654274751550269,Iris-virginica
+18,6.179366488971997,3.0540000006890176,4.899491294130021,1.6654274751396434,Iris-virginica
+19,6.179366488636161,3.05400000005091,4.899491293716024,1.6654274751350038,Iris-virginica
+20,5.108947858215259,3.0753332547032284,1.5100223830556434,0.261530809778481,Iris-setosa
+21,6.179366488788964,3.054000274260229,4.899491294313591,1.6654274751688658,Iris-virginica
+22,5.108948035393644,3.0698406358552672,1.5100223831504265,0.2615308097840811,Iris-setosa
+23,6.179366523719393,3.057580506006885,1.5100223827398374,0.2615308090501335,Iris-setosa
+24,5.108947941232919,3.079911290866272,1.5100223830070714,0.2615308098131164,Iris-setosa
+25,5.10894795171816,3.0785035455953644,1.5100223830444843,0.2615308098386724,Iris-setosa
+26,6.179366488639481,3.054000000000454,4.899491293669306,1.6654274751348734,Iris-versicolor
+27,6.1793664886550435,3.05400000000373,4.899491293683063,1.6654274751349003,Iris-versicolor
+28,5.1089480523777695,3.073228802513042,1.5100223832686341,0.2615308100229611,Iris-setosa
+29,6.179366488641365,3.0540000000007113,4.899491293670763,1.6654274751348757,Iris-versicolor
+30,6.179366488650992,3.054000000006616,4.8994912936884525,1.6654274751349134,Iris-virginica
+31,5.108948204721391,3.0710398589464667,1.5100223832217443,0.2615308099183678,Iris-setosa
+0,5.108948107690716,3.0703502308081414,1.5100223832327766,0.26153080990042193,Iris-setosa
+1,6.179366489726863,3.054022143413232,4.899491294373626,1.665427475347438,Iris-virginica
+2,5.108948052441248,3.0744906060848445,1.5100223830622055,0.26153080979434146,Iris-setosa
+3,5.108948187882062,3.0691317612247206,1.5100223834244337,0.2615308100907591,Iris-setosa
+4,5.108948212543231,3.069706324156982,1.5100223833459503,0.2615308100197548,Iris-setosa
+5,6.1793664886416755,3.0540000000006784,4.8994912936706285,1.6654274751348754,Iris-versicolor
+6,6.179366495503304,3.055418676871987,1.5100223826395058,0.2615308088560374,Iris-setosa
+7,6.179366491022661,3.0540002004186064,4.8994912949089375,1.6654274752284222,Iris-virginica
+8,5.108948156150332,3.0724523824347654,1.5100223831097854,0.2615308098187119,Iris-setosa
+9,6.1793664886431054,3.054000000003348,4.899491293679525,1.6654274751348923,Iris-versicolor
+10,6.17936656180969,3.0655991251319255,1.510022383049566,0.2615308096155852,Iris-setosa
+11,5.108948179924059,3.05417458111947,1.510022383533522,0.26153080905766857,Iris-setosa
+12,5.108948158932208,3.0712466037838566,1.5100223832081874,0.26153080990166444,Iris-setosa
+13,5.108948185810079,3.0654621667391018,1.510022383502926,0.26153081004687084,Iris-setosa
+14,6.179366488825545,3.0540000002109404,4.89949129391998,1.6654274751364888,Iris-virginica
+15,6.179366488662747,3.0540000136153718,4.899491294271836,1.6654274751445066,Iris-virginica
+16,6.179366488713675,3.054000009054859,4.899491294391237,1.665427475148048,Iris-virginica
+17,5.108948060910404,3.0742695781124496,1.5100223831104276,0.2615308098466329,Iris-setosa
+18,5.1089481989108325,3.071540357899253,1.5100223831643684,0.2615308098690095,Iris-setosa
+19,6.179366489021979,3.0540000018474336,4.899491294319985,1.665427475143891,Iris-virginica
+20,6.179366489126127,3.054000002143964,4.89949129450924,1.6654274751465097,Iris-virginica
+21,5.108947979837771,3.0620537723480346,1.5100223831900401,0.2615308096436265,Iris-setosa
+22,6.179366502667734,3.054052759743628,1.5100223825055161,0.26153080857003147,Iris-setosa
+23,6.179366488643661,3.054000000001553,4.899491293674516,1.665427475134882,Iris-versicolor

iris/lct_gan/1/19/test.csv

@@ -0,0 +1,31 @@
+,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

iris/lct_gan/1/19/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/lct_gan/1/19/val.csv

@@ -0,0 +1,31 @@
+,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

iris/lct_gan/1/2/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947841568604,3.0574599320860774,1.5100223829951935,0.26153080926176087,Iris-setosa
+1,6.17936648869925,3.0540000006070445,4.899491293939554,1.6654274751369917,Iris-virginica
+2,5.108948211526931,3.0709810923462544,1.5100223832143906,0.26153080991208777,Iris-setosa
+3,5.108948137884711,3.072611512529042,1.5100223831418393,0.2615308098653382,Iris-setosa
+4,6.179366488648819,3.0540000000032306,4.899491293680423,1.6654274751348943,Iris-versicolor
+5,6.179366488740197,3.054000000019181,4.899491293731521,1.6654274751350724,Iris-virginica
+6,6.1793665024001125,3.056250330096548,1.5100223830469774,0.261530809247757,Iris-setosa
+7,6.179366503860003,3.054930935059323,1.5100223829555657,0.26153080900448317,Iris-setosa
+8,6.17936652500395,3.0622370148921005,1.5100223827445236,0.26153080921216665,Iris-setosa
+9,5.108948165897782,3.071983460286531,1.5100223831663684,0.26153080987190563,Iris-setosa
+10,5.10894791176049,3.0611273133458345,1.5100223831830673,0.26153080961561775,Iris-setosa
+11,5.108947946897029,3.0615561430625324,1.5100223832378161,0.2615308096840572,Iris-setosa
+12,5.10894777257629,3.0540002539460027,4.899491295611465,1.6654274753497003,Iris-virginica
+13,6.179366488661492,3.0540000000031977,4.899491293682705,1.6654274751348996,Iris-versicolor
+14,6.179366507744381,3.0540001334393625,4.899491295656321,1.6654274752851768,Iris-virginica
+15,6.179366652291247,3.054024722475765,1.5100223829157726,0.2615308086573493,Iris-setosa
+16,5.10894815004893,3.07250411855137,1.5100223830927328,0.26153080980461374,Iris-setosa
+17,5.108948207914461,3.0710868265051494,1.5100223831893949,0.26153080988479477,Iris-setosa
+18,6.17936671460077,3.0608114639997828,1.5100223836494475,0.2615308100602024,Iris-setosa
+19,5.108948204611449,3.07171290821596,1.5100223831516142,0.2615308098648366,Iris-setosa
+20,6.179366494549678,3.0540016675222588,4.89949129592388,1.6654274754783,Iris-virginica
+21,5.108948015943232,3.0697406410309407,1.5100223831703512,0.2615308098031661,Iris-setosa
+22,6.179366488685887,3.0540000000075374,4.899491293697857,1.665427475134943,Iris-virginica
+23,5.108948201588872,3.071795380763303,1.5100223831753266,0.261530809884374,Iris-setosa
+24,6.179366666056364,3.0551834273437026,1.5100223829733124,0.26153080905607834,Iris-setosa
+25,5.108948021381179,3.0746912541873086,1.5100223830816026,0.26153080982229837,Iris-setosa
+26,6.179366488644985,3.0540000000008427,4.899491293671762,1.6654274751348772,Iris-versicolor
+27,6.179366489199217,3.054000000686938,4.8994912941851085,1.6654274751403064,Iris-virginica
+28,6.17936648894563,3.0540079612852393,4.899491294071912,1.6654274752221807,Iris-virginica
+29,6.179366488642759,3.054000000003083,4.8994912936787225,1.6654274751348903,Iris-versicolor
+30,5.108948135853787,3.0727871989533893,1.5100223831461443,0.26153080987254995,Iris-setosa
+31,5.1089481435488455,3.0694975105832887,1.5100223832679398,0.2615308099185672,Iris-setosa
+0,5.108948179503657,3.0727673857723135,1.5100223831048245,0.26153080982849275,Iris-setosa
+1,6.179366488640078,3.0540000000007046,4.899491293670579,1.6654274751348752,Iris-versicolor
+2,6.179366488641328,3.0540000000291934,4.8994912937087625,1.6654274751349771,Iris-virginica
+3,6.179366488639778,3.05400000000048,4.899491293669439,1.6654274751348737,Iris-versicolor
+4,6.1793665679507885,3.0548572682248967,1.5100223831562605,0.2615308091219261,Iris-setosa
+5,5.108948056351242,3.0735326749223413,1.5100223831063158,0.26153080982234705,Iris-setosa
+6,5.108948161571514,3.071618527153104,1.5100223832331903,0.2615308099510742,Iris-setosa
+7,6.179366489068722,3.0540000018857367,4.899491294485225,1.6654274751454858,Iris-virginica
+8,5.108948007755637,3.074948972043243,1.510022383123455,0.26153080986647087,Iris-setosa
+9,6.179366492922108,3.054047278614341,4.899491294427297,1.665427475451685,Iris-virginica
+10,5.108948127225323,3.0727759038141658,1.5100223831418393,0.26153080986322635,Iris-setosa
+11,6.17936650056097,3.054000110643476,4.899491295800951,1.6654274752756901,Iris-virginica
+12,5.108948210251164,3.069455852512799,1.510022383459861,0.2615308101429979,Iris-setosa
+13,6.179366488640481,3.0540000000022145,4.899491293675933,1.6654274751348845,Iris-versicolor
+14,6.179366488639018,3.054000003439027,4.899491294057074,1.6654274751381595,Iris-virginica
+15,6.179366488669771,3.0540000000327234,4.899491293725595,1.6654274751350553,Iris-virginica
+16,6.179366489366131,3.0541134965233723,4.899491294105793,1.6654274753551492,Iris-virginica
+17,5.108948044969425,3.071516323530172,1.5100223831185615,0.26153080979268706,Iris-setosa
+18,6.17936648924542,3.0540002531417842,4.899491294571827,1.665427475194196,Iris-virginica
+19,6.179366489019331,3.0540000132988814,4.8994912946489695,1.6654274751608298,Iris-virginica
+20,6.179366488639667,3.0540000000005167,4.899491293669661,1.6654274751348739,Iris-versicolor
+21,6.179366488716407,3.054000000303231,4.899491293879513,1.6654274751362848,Iris-virginica
+22,6.17936648864249,3.0540000022166707,4.899491294005552,1.665427475137404,Iris-virginica
+23,5.10894784674622,3.054001372980673,4.8994912958419174,1.665427475528505,Iris-virginica
+24,6.179366488676153,3.0540000357174986,4.899491294252773,1.6654274751479896,Iris-virginica
+25,6.179366488642072,3.0540000000042045,4.899491293681,1.665427475134895,Iris-virginica
+26,6.179366506300911,3.056876882102761,1.510022382919029,0.2615308091842886,Iris-setosa
+27,6.179366488676958,3.0540000000073975,4.899491293696054,1.6654274751349365,Iris-virginica
+28,6.179366488662089,3.0540000008996704,4.89949129394716,1.6654274751368567,Iris-virginica
+29,6.179366493961287,3.054000984806381,4.899491295980033,1.6654274754291063,Iris-virginica
+30,6.1793664886967,3.054000000890601,4.899491293996383,1.6654274751375684,Iris-virginica
+31,6.179366488647712,3.0540000000012357,4.899491293673825,1.6654274751348808,Iris-versicolor
+0,6.17936648876065,3.054000000302659,4.899491293919815,1.665427475136551,Iris-virginica
+1,5.108948177468055,3.0726274265044164,1.5100223831090513,0.261530809825525,Iris-setosa
+2,6.179366488657841,3.054000000052485,4.8994912937333375,1.6654274751350984,Iris-virginica
+3,5.108947975952097,3.065967498646271,1.5100223831054176,0.26153080965458136,Iris-setosa
+4,6.179366489201171,3.0540000010815294,4.8994912943581985,1.6654274751427234,Iris-virginica
+5,5.108948076365875,3.0744849987630207,1.510022383092517,0.26153080984209004,Iris-setosa
+6,6.179366515376439,3.0564258744462034,1.510022382775679,0.2615308090334816,Iris-setosa
+7,5.108948166018332,3.0719782908606406,1.5100223831669537,0.2615308098756352,Iris-setosa
+8,6.179366557383602,3.054098998125589,1.5100223832366433,0.2615308088764151,Iris-setosa
+9,6.179366488641898,3.054000000000593,4.899491293670246,1.6654274751348748,Iris-versicolor
+10,5.108948275898101,3.0540436661112422,1.5100223842892728,0.26153080910037496,Iris-setosa
+11,6.17936648867426,3.054000000097576,4.899491293771278,1.6654274751353255,Iris-virginica
+12,6.179366488732784,3.0540000000817447,4.89949129379069,1.6654274751354303,Iris-virginica
+13,6.179366488743559,3.0540000020139217,4.899491294176644,1.6654274751411438,Iris-virginica
+14,5.108948172356081,3.071919495282021,1.5100223831733492,0.2615308098891806,Iris-setosa
+15,6.1793664896351785,3.0540078470569862,4.899491294306652,1.6654274752851381,Iris-virginica
+16,6.179366488663699,3.054000000017448,4.899491293707037,1.6654274751349778,Iris-virginica
+17,6.179366488690365,3.054000000024823,4.899491293724657,1.6654274751350553,Iris-virginica
+18,6.179366527307484,3.059020893843771,1.5100223826834993,0.2615308090537537,Iris-setosa
+19,5.108948100326083,3.0732147544251194,1.5100223831272575,0.2615308098485389,Iris-setosa
+20,5.108947851141044,3.066347392687453,1.510022383316135,0.26153080992652045,Iris-setosa
+21,6.179366488686781,3.054000000712176,4.899491293933199,1.6654274751369773,Iris-virginica
+22,5.108947982741047,3.0682101593255764,1.5100223832833373,0.2615308098995086,Iris-setosa
+23,5.108948202793529,3.0717598580656156,1.5100223831567205,0.2615308098703043,Iris-setosa
+24,6.179366488631734,3.054000004156123,4.899491294032645,1.6654274751378155,Iris-virginica
+25,6.17936648864183,3.0540000000008853,4.899491293671664,1.665427475134877,Iris-versicolor
+26,6.179366488664342,3.054000453798674,4.899491294103005,1.6654274751539204,Iris-virginica
+27,6.179366488669852,3.054000000010515,4.899491293699912,1.6654274751349543,Iris-virginica
+28,6.179366488643795,3.05400000064061,4.899491293863191,1.6654274751360294,Iris-virginica
+29,6.179366524382081,3.0541084181958347,1.5100223830044102,0.2615308087874332,Iris-setosa
+30,6.179366488641173,3.0540000000009617,4.899491293671902,1.6654274751348774,Iris-versicolor
+31,6.179366488638665,3.0540000000014436,4.899491293673332,1.6654274751348797,Iris-versicolor
+0,6.179366488640435,3.0540000000446526,4.899491293719308,1.6654274751350155,Iris-virginica
+1,6.1793664886398165,3.054000000000897,4.899491293671427,1.6654274751348765,Iris-versicolor
+2,6.179366533028609,3.0546147101510996,1.510022382698826,0.26153080881519664,Iris-setosa
+3,5.108947843980858,3.064888205913749,1.510022382977309,0.2615308095166159,Iris-setosa
+4,5.108948045550962,3.061782416126659,1.5100223833214343,0.26153080975812715,Iris-setosa
+5,5.108948076357619,3.0744490188504616,1.5100223830635324,0.2615308098080118,Iris-setosa
+6,6.1793666326274534,3.0723203906189807,1.510022383257796,0.26153081001063117,Iris-setosa
+7,6.179366488686282,3.0540000000092613,4.899491293700991,1.6654274751349547,Iris-virginica
+8,5.108948149180855,3.0680939639616254,1.5100223833633608,0.26153080998433603,Iris-setosa
+9,5.108948174176053,3.072244512269223,1.5100223831334925,0.26153080984494653,Iris-setosa
+10,6.179366659026122,3.0661894732466397,1.51002238317162,0.2615308097634758,Iris-setosa
+11,5.108948027329903,3.071253933711007,1.5100223832092925,0.26153080989072874,Iris-setosa
+12,5.108948200644482,3.0585089443952986,1.5100223836236246,0.2615308098646527,Iris-setosa
+13,5.108948091900989,3.073408455759375,1.510022383082451,0.26153080979854465,Iris-setosa
+14,5.108948178440868,3.0727531670337696,1.5100223830888337,0.26153080980461374,Iris-setosa
+15,5.108948173154649,3.073423065706418,1.5100223830945578,0.2615308098294661,Iris-setosa
+16,6.179366488638998,3.054000002087981,4.89949129396626,1.6654274751371563,Iris-virginica
+17,6.179366488666632,3.0540000000063574,4.899491293691534,1.665427475134924,Iris-virginica
+18,6.1793664886566795,3.0540000000014054,4.899491293675736,1.6654274751348843,Iris-versicolor
+19,5.108948136160919,3.0718874838013583,1.5100223832359763,0.2615308099524207,Iris-setosa
+20,6.179366488822351,3.05400000025059,4.899491293918599,1.6654274751366014,Iris-virginica
+21,6.17936648864379,3.054000000001658,4.899491293674712,1.665427475134882,Iris-versicolor
+22,6.179366490206658,3.0540008932556337,4.899491294455007,1.6654274752383451,Iris-virginica
+23,6.179366488647164,3.0540000000672354,4.899491293738423,1.665427475135093,Iris-virginica

iris/lct_gan/1/2/test.csv

@@ -0,0 +1,31 @@
+,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