a

iris/lct_gan/0/0/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947716173348,3.0540000000673007,4.899491367558368,1.6654274751384122,Iris-versicolor
+1,6.1794615590883835,3.054000000005906,4.91781287129163,1.6655397330152137,Iris-virginica
+2,6.17936648890577,3.054000000023884,4.899497966948458,1.6654274753408795,Iris-versicolor
+3,5.108947716173066,3.0540000000310785,4.899491313895421,1.6654274751357627,Iris-versicolor
+4,6.179366493629274,3.054000000475183,4.89953107025277,1.6654274841484564,Iris-versicolor
+5,6.188908814316092,3.0540000000212415,5.021191343356479,1.6687724146327472,Iris-virginica
+6,6.179366607408454,3.0540000000221457,4.8999629152826545,1.6654276174642555,Iris-versicolor
+7,6.191238444722855,3.054000000025003,5.0156238471462276,1.6708812903584125,Iris-virginica
+8,6.193788585725228,3.054000000009319,5.063941733884818,1.668747316888074,Iris-virginica
+9,6.179685580478962,3.054000000020658,4.928094868877949,1.6657878386401888,Iris-virginica
+10,6.179781833512553,3.054000000057637,4.935653798434753,1.6657642038379732,Iris-virginica
+11,6.179366490646268,3.0540000000691134,4.899515558520108,1.6654274782115943,Iris-versicolor
+12,6.187765813828752,3.0540000000322114,5.025095304376987,1.6681762698380758,Iris-virginica
+13,6.179471096621324,3.0540000002685215,4.920496026858366,1.6655702248663402,Iris-virginica
+14,6.1826880301235905,3.054000000231484,4.975145849939406,1.6682643161660395,Iris-virginica
+15,6.179369359074912,3.0540000000106744,4.903734752157042,1.6654328197495398,Iris-versicolor
+16,6.184478227710111,3.0540000000954444,4.984227656475959,1.6689829115435497,Iris-virginica
+17,5.1089477161730645,3.054000000035032,4.899491313250629,1.665427475135695,Iris-versicolor
+18,5.108947716173035,3.054000000030409,4.8994913015953605,1.6654274751353544,Iris-versicolor
+19,6.179366507676553,3.054000000069379,4.899604767860363,1.6654274947879868,Iris-versicolor
+20,5.108947716173228,3.054000000026698,4.899491348521858,1.665427475137562,Iris-versicolor
+21,6.190854155736914,3.054000000028479,5.011322218545139,1.6716995866637696,Iris-virginica
+22,6.188346302795142,3.0540000000810292,5.019437208595917,1.670192307216019,Iris-virginica
+23,6.179366488629054,3.054000000029772,4.899491716433337,1.6654274751582299,Iris-versicolor
+24,6.17936648876217,3.0540000000484326,4.899494804327095,1.665427475278124,Iris-versicolor
+25,6.185628917727991,3.0540000001222176,5.004405384055427,1.6693844628155436,Iris-virginica
+26,5.108947716173057,3.0540000000303458,4.899491310819007,1.6654274751355889,Iris-versicolor
+27,6.179366488640204,3.0540000000585414,4.899492132446363,1.6654274751747862,Iris-versicolor
+28,6.179366575842057,3.0540000000290974,4.899895614739006,1.6654275588669771,Iris-versicolor
+29,6.1793665802439275,3.0540000000735943,4.899865746712388,1.6654277583185886,Iris-versicolor
+30,6.1852468820230415,3.054000000127007,4.982733895426755,1.670645923476812,Iris-virginica
+31,6.191883504969856,3.0540000000176573,5.04339519201161,1.669230499910775,Iris-virginica
+0,5.108947716173268,3.0540000000303316,4.899491357238877,1.6654274751375109,Iris-versicolor
+1,6.179366491640121,3.0540000026607914,4.899514738590594,1.6654274857504479,Iris-versicolor
+2,5.108947716173041,3.0540000000321035,4.899491304991136,1.6654274751353968,Iris-versicolor
+3,6.18906103000059,3.054000000060402,5.038651296427739,1.6692146238473584,Iris-virginica
+4,6.179366496237637,3.0540000001916776,4.899548612849717,1.6654274857234315,Iris-versicolor
+5,6.183077629518356,3.054000000011376,4.984553465989983,1.6666890579416622,Iris-virginica
+6,6.18847507306303,3.054000000051001,5.021407123919059,1.6694879867555792,Iris-virginica
+7,6.19419650906316,3.054000000007137,5.062253897899091,1.6687885307049832,Iris-virginica
+8,6.185420164351023,3.0540000000865235,5.008470320652411,1.6683301236479264,Iris-virginica
+9,6.18234697910399,3.054000000243054,4.978370795692235,1.6676237948214185,Iris-virginica
+10,6.193164983238864,3.0540000000107854,5.03692912915793,1.6697623688346406,Iris-virginica
+11,6.191373702934095,3.054000000028153,5.0108531869183,1.6715867543782907,Iris-virginica
+12,5.108947716173503,3.054000000039821,4.899491393875415,1.6654274751392506,Iris-versicolor
+13,6.179441287631474,3.0540000000327536,4.919729610644971,1.6654758095936377,Iris-virginica
+14,6.179366488652533,3.054000000046603,4.899492504707481,1.6654274752109728,Iris-versicolor
+15,5.108947716173488,3.054000000121278,4.899491384425746,1.6654274751401328,Iris-versicolor
+16,5.108947716173074,3.0540000000345815,4.89949131514564,1.6654274751359588,Iris-versicolor
+17,5.108947716173128,3.054000000029945,4.89949132841869,1.6654274751365616,Iris-versicolor
+18,5.108947716173049,3.054000000031311,4.899491307588716,1.6654274751355862,Iris-versicolor
+19,6.180071216457387,3.054000000007456,4.941969538415496,1.665858149397154,Iris-virginica
+20,6.189818893035725,3.054000000010023,5.038916654116039,1.66785198570441,Iris-virginica
+21,6.179366488704069,3.0540000000638106,4.899493832739705,1.6654274752640361,Iris-versicolor
+22,6.183800254362133,3.054000000073206,4.996207167217789,1.6676151045445662,Iris-virginica
+23,6.184065901341205,3.054000000067316,5.009997706349068,1.6671274302778152,Iris-virginica
+24,6.179366532298061,3.054000000042948,4.899739499829816,1.6654275588554832,Iris-versicolor
+25,6.179476933073131,3.0540000000096392,4.919688520975593,1.6655372829931545,Iris-virginica
+26,6.1793665129065385,3.054000000030875,4.899649504727912,1.6654274963911162,Iris-versicolor
+27,6.184118164632138,3.054000000337008,4.987124441428275,1.6696829032807798,Iris-virginica
+28,6.179403998803867,3.0540000000642955,4.914571772951044,1.6654616662595674,Iris-versicolor
+29,5.108947716173294,3.0540000000377177,4.899491359154808,1.665427475138467,Iris-versicolor
+30,6.179366488745099,3.0540000001782865,4.899494363450001,1.665427475387773,Iris-versicolor
+31,6.179409353366422,3.0540000001246304,4.9133275671939876,1.6654970307854973,Iris-virginica
+0,6.179366488636157,3.0540000001187564,4.899491937748265,1.6654274751818867,Iris-versicolor
+1,6.179366488628967,3.054000000057725,4.899491718090013,1.6654274751621392,Iris-versicolor
+2,6.179371944539684,3.054000000021945,4.906226577257621,1.6654335331598884,Iris-versicolor
+3,6.179968189332233,3.0540000000795313,4.939773921476552,1.6659407049371167,Iris-virginica
+4,6.194908046676858,3.0540000000081564,5.030960888683715,1.6693775916709577,Iris-virginica
+5,6.181846678565754,3.0540000001309604,4.97625458782632,1.6669092796957958,Iris-virginica
+6,6.181999625067641,3.054000000064408,4.9650692053353,1.667278526943021,Iris-virginica
+7,6.186496467860432,3.054000000297359,4.989915324687343,1.674994228306603,Iris-virginica
+8,6.18536580743298,3.0540000000339393,5.004205024430289,1.6676467400315995,Iris-virginica
+9,6.179634581695578,3.0540000011901065,4.926607117366815,1.6661083416153706,Iris-virginica
+10,5.108947716173049,3.0540000000326626,4.899491307019069,1.665427475135645,Iris-versicolor
+11,6.193045907935542,3.054000000009147,5.0507158349418235,1.6687643087783894,Iris-virginica
+12,5.108947716173188,3.0540000000290233,4.899491344337748,1.6654274751369504,Iris-versicolor
+13,5.108947716174492,3.0540000000797893,4.89949149280608,1.6654274751466431,Iris-versicolor
+14,6.179366488623175,3.0540000000214027,4.899491407285954,1.6654274751407168,Iris-versicolor
+15,6.17963002576464,3.0540000000385996,4.928581897851889,1.665660926788913,Iris-virginica
+16,6.17936648893007,3.054000000442737,4.899496668897847,1.6654274758485266,Iris-versicolor
+17,6.193587165271985,3.0540000000122576,5.022379080717313,1.6704975874228183,Iris-virginica
+18,6.180394486810186,3.054000000004452,4.948634256836952,1.6658379613061283,Iris-virginica
+19,6.181017283793912,3.054000000064308,4.958659785973646,1.666554237422544,Iris-virginica
+20,6.179431563521578,3.054000000008809,4.915328354095761,1.665494403770953,Iris-virginica
+21,6.179818892211334,3.0540000003903347,4.93593671885736,1.6660326030803665,Iris-virginica
+22,6.188327828958592,3.054000000079384,4.992484780544208,1.6730391772308384,Iris-virginica
+23,6.19526275995542,3.054000000002453,5.0446714277936335,1.6678850428919436,Iris-virginica
+24,6.188582440647385,3.054000000038514,5.02470672927128,1.6688897240920904,Iris-virginica
+25,5.108947716173074,3.054000000041465,4.899491315062464,1.665427475136086,Iris-versicolor
+26,5.10894771617304,3.0540000000351863,4.89949130348916,1.6654274751354399,Iris-versicolor
+27,6.179366488795335,3.0540000001338643,4.899495273260808,1.665427475514669,Iris-versicolor
+28,6.180296220455736,3.0540000001789993,4.947014783255159,1.6663224267293935,Iris-virginica
+29,6.179367289750074,3.054000000031748,4.9012599007966315,1.665429332177938,Iris-versicolor
+30,5.108947716173484,3.0540000000225986,4.899491384928648,1.665427475139582,Iris-versicolor
+31,6.1816510927995845,3.0540000011200292,4.959874963348059,1.669416666411813,Iris-virginica
+0,6.182600409772362,3.054000000770128,4.963957972333204,1.6717650603355994,Iris-virginica
+1,6.185712471088295,3.0540000001070333,5.0000215854957135,1.6691817126634907,Iris-virginica
+2,6.193570789942795,3.0540000000101166,5.053222131241451,1.6691354197134691,Iris-virginica
+3,6.184638651974559,3.054000000002771,4.987492924290676,1.6667916948482533,Iris-virginica
+4,6.192783368629744,3.054000000014138,5.0742458842168325,1.6682190332106506,Iris-virginica
+5,6.179366488625516,3.0540000000257135,4.899491540025037,1.6654274751491622,Iris-versicolor
+6,6.194553504904213,3.0540000000065737,5.044091798153992,1.6692668690976666,Iris-virginica
+7,6.179366488662035,3.0540000000753333,4.899492694544281,1.6654274751953724,Iris-versicolor
+8,5.108947716173057,3.0540000000305687,4.8994913105652635,1.6654274751356832,Iris-versicolor
+9,6.185065153377232,3.054000000105807,4.997719907401272,1.6684069562418247,Iris-virginica
+10,6.1911947971641315,3.054000000024533,5.028487385326479,1.6703499275533997,Iris-virginica
+11,6.179366490868437,3.0540000000317127,4.8995201735039595,1.665427477571667,Iris-versicolor
+12,6.179366490407534,3.0540000007804005,4.899509537163743,1.6654274788141663,Iris-versicolor
+13,6.18090088809625,3.054000000509655,4.955859184897554,1.6674323956387205,Iris-virginica
+14,6.179366488856973,3.054000000229978,4.8994962112122025,1.6654274756409868,Iris-versicolor
+15,6.179665663940389,3.0540000001130503,4.933610067724123,1.6656650160640716,Iris-virginica
+16,5.108947716173539,3.0540000000294643,4.8994913952194485,1.6654274751401101,Iris-versicolor
+17,6.179486397652875,3.0540000002674907,4.920121620442442,1.6656719641358684,Iris-virginica
+18,6.192760020120948,3.054000000018244,5.015122260207016,1.6708817410121855,Iris-virginica
+19,6.187459777554791,3.0540000000461407,5.008308482103766,1.6688375891601945,Iris-virginica
+20,6.180378515583098,3.0540000001602485,4.942495035311846,1.6668468565013947,Iris-virginica
+21,6.179366488778764,3.0540000000196343,4.899495293411527,1.6654274753703076,Iris-versicolor
+22,6.179366488655029,3.054000000038919,4.89949268070414,1.6654274751869789,Iris-versicolor
+23,6.185040102009889,3.054000000034343,5.025965442966236,1.6669462380972018,Iris-virginica

iris/lct_gan/0/0/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/lct_gan/0/0/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/lct_gan/0/0/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/lct_gan/0/1/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089477161735575,3.0540000000411767,4.89949139911016,1.6654274751400178,Iris-versicolor
+1,6.179366488623827,3.054000000040712,4.89949145387105,1.6654274751431677,Iris-versicolor
+2,5.1089477161731365,3.054000000042619,4.899491332042928,1.6654274751363,Iris-versicolor
+3,5.10894771617306,3.054000000040035,4.899491310016157,1.6654274751358542,Iris-versicolor
+4,5.108947716173048,3.0540000000325223,4.899491306390856,1.6654274751356122,Iris-versicolor
+5,6.179451992562621,3.054000000043865,4.918584901514184,1.6655446848666735,Iris-virginica
+6,6.192776434492136,3.0540000000106673,5.041884690553026,1.6685860191343393,Iris-virginica
+7,6.1925843827239095,3.054000000015277,5.026027314318643,1.669942388499781,Iris-virginica
+8,6.1941043225411825,3.054000000007451,5.06326711477246,1.6686968546769474,Iris-virginica
+9,6.179366569458649,3.0540000000212073,4.899896139440155,1.6654275356309074,Iris-versicolor
+10,5.108947716174401,3.0540000001074317,4.8994914884424565,1.6654274751486253,Iris-versicolor
+11,6.1793664886335495,3.054000000028931,4.899491881505973,1.6654274751669151,Iris-versicolor
+12,6.179366572136589,3.054000000210642,4.899832778625339,1.6654277363433079,Iris-versicolor
+13,5.108947716173087,3.0540000000317495,4.899491317186552,1.6654274751362586,Iris-versicolor
+14,6.179366488665719,3.0540000000684704,4.899492818494584,1.6654274752424634,Iris-versicolor
+15,6.179682477751298,3.054000000005503,4.936990173371426,1.6655287117967184,Iris-virginica
+16,6.194495349060388,3.0540000000074863,5.049840343423763,1.6691953990797515,Iris-virginica
+17,6.179369070701041,3.054000000005724,4.903595691305403,1.6654322655750768,Iris-versicolor
+18,5.108947716173197,3.054000000025982,4.899491346290559,1.6654274751366853,Iris-versicolor
+19,6.182415977468232,3.054000000416916,4.972519875658945,1.668600146416418,Iris-virginica
+20,6.1793665256197565,3.0540000000167193,4.899688045602836,1.6654275114844355,Iris-versicolor
+21,5.108947716173115,3.0540000000377083,4.899491325354452,1.665427475136523,Iris-versicolor
+22,6.1831035879149585,3.0540000001444922,4.976992754208049,1.6683014914318293,Iris-virginica
+23,6.179366505418041,3.0540000001798107,4.89958798080681,1.665427499379498,Iris-versicolor
+24,6.179366488872131,3.05400000006615,4.899496332333694,1.665427475499762,Iris-versicolor
+25,6.179410040296967,3.0540000000699963,4.912749277349905,1.6655167342707802,Iris-virginica
+26,5.108947716173056,3.054000000030061,4.89949130863078,1.665427475135716,Iris-versicolor
+27,6.17936659048429,3.054000000028451,4.899934244029005,1.6654275424754639,Iris-versicolor
+28,5.108947716173384,3.0540000000604928,4.8994913720631885,1.6654274751379914,Iris-versicolor
+29,6.179366602345846,3.054000000071362,4.899945641475963,1.6654278410067673,Iris-versicolor
+30,5.108947716173165,3.054000000034113,4.899491336931225,1.665427475136244,Iris-versicolor
+31,5.108947716173044,3.054000000036937,4.899491305175212,1.665427475135537,Iris-versicolor
+0,6.179366488632797,3.054000000250793,4.899491840989268,1.6654274751770433,Iris-versicolor
+1,6.18048405455533,3.0540000000167735,4.947606469491468,1.6661531231929476,Iris-virginica
+2,6.179377619448964,3.0540000000557206,4.907287573398026,1.665451693606047,Iris-versicolor
+3,5.108947716174001,3.054000000150401,4.899491440484378,1.6654274751459939,Iris-versicolor
+4,6.179366538098541,3.0540000000475485,4.899732052517775,1.6654275513278822,Iris-versicolor
+5,6.193221185588462,3.054000000009559,5.044269257749566,1.669294821050874,Iris-virginica
+6,6.183413419977398,3.054000000017286,5.01481924441439,1.6663188532081061,Iris-virginica
+7,5.1089477161734,3.0540000000307987,4.899491382987444,1.6654274751380351,Iris-versicolor
+8,5.108947716173104,3.0540000000395486,4.899491324291939,1.6654274751361555,Iris-versicolor
+9,6.185909967123622,3.054000000077612,5.002772509391341,1.6685941298826747,Iris-virginica
+10,6.179391395101561,3.054000000051127,4.91238121190339,1.665447369603168,Iris-versicolor
+11,6.179575544443804,3.0540000000126817,4.930825684896715,1.6655152469030412,Iris-virginica
+12,6.182849874540695,3.0540000000124388,5.00065685807994,1.6662468800281163,Iris-virginica
+13,6.19351399499145,3.054000000009059,5.050353211535378,1.6691461868720765,Iris-virginica
+14,6.182273458839836,3.054000000066384,4.968396019324505,1.6673661428048696,Iris-virginica
+15,6.187009538269118,3.0540000002291774,4.99237386986033,1.6743314670963265,Iris-virginica
+16,6.18518233026343,3.0540000000232324,4.998266081235842,1.667618401250244,Iris-virginica
+17,6.192929631106819,3.0540000000109853,5.038122807269196,1.669024456927443,Iris-virginica
+18,5.10894771617306,3.054000000034489,4.899491309895717,1.6654274751358464,Iris-versicolor
+19,6.185895841589531,3.054000000027941,5.023566905626047,1.6673680459504188,Iris-virginica
+20,6.1802989892130995,3.0540000000016927,4.944913086453854,1.6658871244465796,Iris-virginica
+21,6.179387331962821,3.0540000001029033,4.910001782674297,1.6654728978171427,Iris-versicolor
+22,6.189859658458428,3.0540000000288114,5.019905277195844,1.6699745207255434,Iris-virginica
+23,6.185093701792054,3.0540000000429894,5.014350888157074,1.6671722056869411,Iris-virginica
+24,6.1813498660116775,3.0540000000155643,4.977787570335226,1.6660086144843516,Iris-virginica
+25,6.179366657451215,3.0540000000328735,4.900166446613869,1.6654281562969098,Iris-versicolor
+26,6.190409773448028,3.054000000036166,5.007280957401987,1.672228119934052,Iris-virginica
+27,6.179368917497081,3.0540000000318934,4.903427212013955,1.6654315117854301,Iris-versicolor
+28,6.179642536175744,3.054000000073261,4.9289383866518355,1.6657127060152999,Iris-virginica
+29,5.108947716173318,3.054000000030418,4.899491365291174,1.6654274751383125,Iris-versicolor
+30,6.18021295703455,3.0540000000209533,4.942264190256853,1.6660448028489656,Iris-virginica
+31,6.184971179986695,3.0540000000836804,4.9888667134482345,1.6692314248725462,Iris-virginica
+0,6.183199537458023,3.0540000000074157,5.003039918201895,1.6662674249461877,Iris-virginica
+1,6.179366761795658,3.054000000007133,4.900413206870876,1.6654279449805676,Iris-versicolor
+2,6.191245258945757,3.0540000000215213,5.04836378553713,1.6687256842834755,Iris-virginica
+3,6.1793664886261395,3.0540000001047334,4.899491587185097,1.6654274751559162,Iris-versicolor
+4,6.190053207068947,3.054000000004172,5.044638447248596,1.6673569912706259,Iris-virginica
+5,6.181871020205358,3.054000000545968,4.962419418025733,1.6689523082779638,Iris-virginica
+6,6.186260705787414,3.054000000003941,5.045322696630078,1.666363236589233,Iris-virginica
+7,6.179682863661398,3.0540000000907463,4.928643084454642,1.6658497256126767,Iris-virginica
+8,6.188537775905194,3.054000000028243,5.029850068407439,1.66856488612329,Iris-virginica
+9,6.179367976919508,3.0540000002702756,4.9019479663285885,1.6654351709290227,Iris-versicolor
+10,6.179415876607161,3.0540000000088354,4.913877138199791,1.6655037797781862,Iris-virginica
+11,6.1793664907265375,3.054000001562922,4.899510655230013,1.6654274832692115,Iris-versicolor
+12,5.108947716173037,3.0540000000275658,4.89949130279666,1.6654274751353564,Iris-versicolor
+13,6.184693943460415,3.0540000000340335,4.9991743719497155,1.667538390833541,Iris-virginica
+14,6.179366488625508,3.0540000000321146,4.8994915592609445,1.6654274751494798,Iris-versicolor
+15,6.179366493607547,3.0540000001254604,4.899534146505619,1.665427487821068,Iris-versicolor
+16,6.1793664973317695,3.054000000045469,4.899558353573561,1.665427481219093,Iris-versicolor
+17,6.190282958765902,3.054000000036268,5.026486077827364,1.6702152314228793,Iris-virginica
+18,6.184239015300573,3.0540000000311807,4.982451515925107,1.6678703746214216,Iris-virginica
+19,6.183203270500434,3.0540000000159275,5.004566447179805,1.6664115108864874,Iris-virginica
+20,6.179369302916467,3.0540000007499355,4.902989891878426,1.6654355615288154,Iris-versicolor
+21,6.180201598340582,3.0540000004854666,4.94101034172383,1.6668471392305604,Iris-virginica
+22,5.108947716173044,3.0540000000289957,4.899491305717479,1.6654274751355103,Iris-versicolor
+23,6.184834727857232,3.0540000001509453,4.997598984989558,1.6691431628017355,Iris-virginica
+24,6.182324521937938,3.0540000000506997,4.969806991326355,1.667250122704715,Iris-virginica
+25,6.191182281415255,3.0540000000203866,5.032671662219536,1.6696609770375237,Iris-virginica
+26,6.186095556744102,3.0540000001186747,5.00137115515177,1.6696138357980472,Iris-virginica
+27,5.108947716174531,3.0540000000854546,4.899491498846739,1.665427475143398,Iris-versicolor
+28,5.1089477161730406,3.05400000002988,4.899491304337554,1.6654274751354126,Iris-versicolor
+29,6.193137779332826,3.0540000000101717,5.047850204535464,1.6693071820148613,Iris-virginica
+30,5.108947716173105,3.0540000000351695,4.899491321658218,1.6654274751364382,Iris-versicolor
+31,6.179559118046286,3.0540000001056327,4.929025130988294,1.6655712634346649,Iris-virginica
+0,6.180892801696836,3.0540000000561736,4.9528273698146,1.6666576707220355,Iris-virginica
+1,6.179372556550091,3.0540000000773246,4.9062488605434895,1.665436977373907,Iris-versicolor
+2,6.190455126305423,3.0540000000240624,5.015206406246836,1.6696881231157488,Iris-virginica
+3,5.10894771617333,3.054000000054278,4.8994913658837955,1.6654274751381275,Iris-versicolor
+4,6.1793664977311815,3.054000000019154,4.899571374259736,1.6654274964691047,Iris-versicolor
+5,6.179386229520683,3.054000000444212,4.908793678701288,1.6655080960689084,Iris-versicolor
+6,6.193804532986804,3.05400000000839,5.037827520705555,1.6695937166560293,Iris-virginica
+7,6.180718937137638,3.0540000000781076,4.961908019468173,1.666111780909126,Iris-virginica
+8,6.193048875127344,3.054000000008584,5.041887079360043,1.6686233185848112,Iris-virginica
+9,6.185823314804774,3.054000000025152,5.007434591461612,1.6677595511098422,Iris-virginica
+10,6.1793664886613655,3.0540000000472696,4.899492787369843,1.6654274751996947,Iris-versicolor
+11,5.108947716173048,3.0540000000336707,4.899491306278652,1.6654274751356197,Iris-versicolor
+12,6.1793665601810135,3.054000000011693,4.899862417351693,1.6654276476039072,Iris-versicolor
+13,6.191215248198978,3.0540000000245704,5.033516074232698,1.6698592206518468,Iris-virginica
+14,6.193444692657371,3.0540000000084624,5.034751587733857,1.6697073613417943,Iris-virginica
+15,6.186451593964684,3.0540000001948244,4.997118328252135,1.671451107184785,Iris-virginica
+16,5.108947716173322,3.0540000000403804,4.899491363669445,1.6654274751385716,Iris-versicolor
+17,6.191785374303777,3.054000000017278,5.0204882836830995,1.6707578189734074,Iris-virginica
+18,5.108947716181289,3.0540000002923278,4.899491896872305,1.6654274751830886,Iris-versicolor
+19,6.1869271387392715,3.054000000055987,5.024648972670225,1.6683203297791194,Iris-virginica
+20,6.17936648874825,3.054000000119365,4.899494582663074,1.665427475385277,Iris-versicolor
+21,6.179366489324597,3.054000000048571,4.899502713552635,1.665427475682889,Iris-versicolor
+22,6.179366822094068,3.054000000257375,4.900343297233669,1.6654279362969235,Iris-versicolor
+23,6.179447525821513,3.054000000010079,4.920089409068251,1.6654701219855326,Iris-virginica

iris/lct_gan/0/1/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/lct_gan/0/1/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/lct_gan/0/1/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/lct_gan/0/10/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.1793664886437805,3.054000000018232,4.899492260517268,1.6654274751909202,Iris-versicolor
+1,6.194029700734959,3.054000000006234,5.041650800081758,1.6693797613343715,Iris-virginica
+2,6.179366502821351,3.0540000000322056,4.899587643097622,1.6654274968878513,Iris-versicolor
+3,6.1859891819419675,3.054000000098354,5.00669612491565,1.6688991339875696,Iris-virginica
+4,5.108947716173194,3.0540000000325414,4.899491341403636,1.665427475137853,Iris-versicolor
+5,5.108947716173041,3.054000000032586,4.899491304242484,1.6654274751354703,Iris-versicolor
+6,6.179366488674207,3.0540000000294296,4.899493281175638,1.6654274751965852,Iris-versicolor
+7,6.179370735570166,3.0540000016854183,4.903753737935581,1.6654716969382657,Iris-versicolor
+8,6.179369627212224,3.0540000000303165,4.90429745339382,1.6654316327074608,Iris-versicolor
+9,6.187375625318134,3.054000000036835,5.0444174388256355,1.6674461034661334,Iris-virginica
+10,6.179616091235678,3.054000000039203,4.926354122692838,1.6657092717174802,Iris-virginica
+11,6.180134288281285,3.05400000069028,4.9398526051526845,1.6668522443629288,Iris-virginica
+12,5.10894771617308,3.054000000031995,4.899491315858829,1.6654274751362175,Iris-versicolor
+13,6.179366488631603,3.054000000150576,4.899491794280591,1.665427475175303,Iris-versicolor
+14,6.187971468247175,3.0540000000870546,5.006610002794632,1.6704884042816357,Iris-virginica
+15,6.179366488624667,3.054000000041594,4.899491505923107,1.6654274751445517,Iris-versicolor
+16,6.181327183308373,3.0540000004745527,4.958796054281742,1.6680445663748733,Iris-virginica
+17,5.108947716173055,3.054000000037471,4.899491309102061,1.6654274751357412,Iris-versicolor
+18,5.108947716173634,3.054000000045514,4.899491409224773,1.665427475140495,Iris-versicolor
+19,5.108947716173047,3.0540000000322296,4.899491306395905,1.6654274751355767,Iris-versicolor
+20,6.18314070047078,3.054000000031916,4.983247632763958,1.6670841941266101,Iris-virginica
+21,6.186653013720748,3.0540000000196454,5.003700979896423,1.667891956858834,Iris-virginica
+22,6.184977954121831,3.0540000000072016,4.992524889989765,1.6671125561543594,Iris-virginica
+23,5.10894771617306,3.0540000000325707,4.899491310334721,1.6654274751358318,Iris-versicolor
+24,6.194679685851059,3.0540000000055607,5.055066677970186,1.6688602284967737,Iris-virginica
+25,5.108947716173514,3.054000000060634,4.899491387796945,1.6654274751400615,Iris-versicolor
+26,6.179366488679769,3.0540000002124357,4.899493049498089,1.6654274752646514,Iris-versicolor
+27,6.19391380456571,3.0540000000059555,5.051175874148533,1.6689298861116417,Iris-virginica
+28,5.108947716173067,3.0540000000340988,4.899491312248923,1.6654274751360143,Iris-versicolor
+29,5.108947716173761,3.0540000000940135,4.899491423997486,1.6654274751429605,Iris-versicolor
+30,6.192871913091108,3.054000000007355,5.02920238903494,1.6698812305005541,Iris-virginica
+31,6.183879017408794,3.054000000341039,4.972484118594758,1.6715222558315028,Iris-virginica
+0,6.179366621197751,3.0540000000613485,4.899968298696896,1.6654276135424995,Iris-versicolor
+1,6.17936651380807,3.0540000006945447,4.899618993527121,1.6654275617212373,Iris-versicolor
+2,6.179911743405888,3.054000000036106,4.936005750377395,1.665995968140294,Iris-virginica
+3,6.193713190050842,3.0540000000064293,5.028249942911794,1.6698464045479404,Iris-virginica
+4,6.179967621131735,3.0540000004991885,4.939499937193281,1.6663060332298008,Iris-virginica
+5,5.108947716175873,3.0540000001125343,4.899491625451473,1.6654274751537856,Iris-versicolor
+6,5.10894771617313,3.0540000000349368,4.899491329270492,1.6654274751369604,Iris-versicolor
+7,6.195189466971464,3.054000000001709,5.036934344511468,1.6677303493570987,Iris-virginica
+8,5.108947716173472,3.054000000033757,4.899491386664785,1.6654274751402096,Iris-versicolor
+9,6.189776121830407,3.0540000000228864,5.055465396125581,1.6679251166159819,Iris-virginica
+10,6.179366489083596,3.0540000001044865,4.899499257468552,1.665427476020253,Iris-versicolor
+11,6.179366573295269,3.054000000084555,4.899871612714892,1.6654275894101227,Iris-versicolor
+12,6.1823590504015575,3.05400000042662,4.989814394464192,1.6673162175038716,Iris-virginica
+13,6.193960210162678,3.0540000000036924,5.03576556752465,1.669283593042707,Iris-virginica
+14,5.108947716173106,3.054000000045604,4.899491323489699,1.6654274751363545,Iris-versicolor
+15,5.108947716173042,3.054000000033118,4.899491304739057,1.6654274751354854,Iris-versicolor
+16,6.179366488629401,3.05400000004566,4.89949175401961,1.6654274751633176,Iris-versicolor
+17,6.189830680233044,3.0540000000132532,5.0354411275099356,1.6679519935254374,Iris-virginica
+18,6.179366488715915,3.0540000000482967,4.899494067661713,1.6654274752298377,Iris-versicolor
+19,6.179394613795069,3.0540000040762645,4.909487804580365,1.6656144131765775,Iris-versicolor
+20,6.179366488696507,3.0540000000833065,4.899493455564953,1.6654274752684244,Iris-versicolor
+21,5.108947716173044,3.0540000000362686,4.899491305416016,1.6654274751354696,Iris-versicolor
+22,5.108947716173037,3.0540000000291103,4.899491302289195,1.6654274751353617,Iris-versicolor
+23,5.108947716173427,3.0540000000334087,4.8994913840586305,1.6654274751392932,Iris-versicolor
+24,6.193462275499766,3.054000000009069,5.034936163723108,1.6695041287251136,Iris-virginica
+25,6.179367673815528,3.054000000021668,4.902070632858646,1.6654282340483464,Iris-versicolor
+26,6.179366544436795,3.0540000001224845,4.899757577274454,1.6654276504449,Iris-versicolor
+27,6.179369802584282,3.0540000000111225,4.90433243816045,1.6654350661402317,Iris-versicolor
+28,6.186348934426906,3.054000000022178,5.013750509664868,1.6677319872082774,Iris-virginica
+29,6.179366488625189,3.054000000074269,4.899491522302628,1.665427475149262,Iris-versicolor
+30,6.195949901898177,3.054000000003297,5.043063222877398,1.6681140239484058,Iris-virginica
+31,6.179366529652493,3.0540000006416546,4.899654597626755,1.6654275524901236,Iris-versicolor
+0,6.193052220189905,3.054000000009672,5.048076478339334,1.6692773218182115,Iris-virginica
+1,6.181632161091039,3.054000000016922,4.98144381456951,1.6661003594359058,Iris-virginica
+2,6.188400979718128,3.0540000000060377,5.018204884339728,1.6673745121183563,Iris-virginica
+3,6.179366490154871,3.054000000013107,4.899512007762947,1.6654274772808286,Iris-versicolor
+4,6.192989004224348,3.0540000000144767,5.077753816053194,1.6682391668306857,Iris-virginica
+5,6.19234186359663,3.0540000000140988,5.026426595281974,1.6702005666189248,Iris-virginica
+6,6.1799137596026075,3.054000000159048,4.942516740937903,1.6658579071962405,Iris-virginica
+7,6.179366682608109,3.0540000000228753,4.900163975291002,1.6654277393351837,Iris-versicolor
+8,6.1793664889447015,3.054000000112033,4.89949723136838,1.665427475817999,Iris-versicolor
+9,6.187161879445751,3.0540000000175467,5.0161133274614,1.6677566832389537,Iris-virginica
+10,6.1836722942156905,3.054000000083491,4.995108128387636,1.667516092240154,Iris-virginica
+11,6.190194062926562,3.054000000027682,5.049351676053387,1.6686214727395836,Iris-virginica
+12,5.1089477161730406,3.0540000000328913,4.8994913038161405,1.6654274751354636,Iris-versicolor
+13,5.108947716173687,3.054000000031968,4.899491413792655,1.6654274751401905,Iris-versicolor
+14,6.179366488624936,3.0540000000350305,4.8994915145141436,1.665427475149612,Iris-versicolor
+15,6.179366500273779,3.0540000000209533,4.899573337718059,1.665427488641447,Iris-versicolor
+16,6.181232089551948,3.0540000000152934,4.9604322932866,1.6662788755283788,Iris-virginica
+17,6.179366489128106,3.054000000012057,4.899500851208595,1.6654274760081273,Iris-versicolor
+18,6.183589475332962,3.0540000000413827,4.982396091850276,1.6675679518858084,Iris-virginica
+19,5.1089477161737635,3.0540000001350585,4.899491415683013,1.6654274751420655,Iris-versicolor
+20,6.179369039879316,3.054000000006155,4.9034922135946655,1.6654321434168071,Iris-versicolor
+21,6.179366488865738,3.0540000009442485,4.899495948222317,1.665427475867569,Iris-versicolor
+22,6.195735399587095,3.05400000000495,5.032675376751912,1.6692380456086104,Iris-virginica
+23,6.179375771404351,3.0540000000146152,4.908834943466469,1.6654328662208207,Iris-versicolor
+24,6.179366571015285,3.0540000001762193,4.899806830590193,1.6654275855887564,Iris-versicolor
+25,6.1849839404452345,3.0540000000339216,4.995623973127888,1.6676468499421804,Iris-virginica
+26,6.17936943526141,3.054000000041777,4.903958949824972,1.66543116906322,Iris-versicolor
+27,6.189541220772868,3.0540000000378686,5.025487581508227,1.6696342416455878,Iris-virginica
+28,6.193752219499017,3.054000000008154,5.05209516463084,1.6692382213839736,Iris-virginica
+29,5.108947716173872,3.054000000050204,4.899491434721175,1.6654274751434042,Iris-versicolor
+30,6.179366488624382,3.0540000000257326,4.899491491094753,1.6654274751435656,Iris-versicolor
+31,5.108947716173665,3.0540000000540313,4.899491409995704,1.6654274751411193,Iris-versicolor
+0,6.192339917074188,3.0540000000153507,5.073681250281969,1.6682014069384856,Iris-virginica
+1,6.180011517060308,3.0540000000264875,4.948310179520686,1.6656883028840865,Iris-virginica
+2,6.179366505488603,3.0540000001793337,4.899585003274358,1.6654275004706227,Iris-versicolor
+3,5.108947716173074,3.054000000040167,4.899491315319405,1.6654274751360216,Iris-versicolor
+4,6.186722336273005,3.054000000175078,5.000179015382195,1.6710170537838867,Iris-virginica
+5,5.108947716173069,3.054000000028675,4.899491315198602,1.6654274751356457,Iris-versicolor
+6,6.179376435850208,3.054000000390015,4.906204787992052,1.6654782011205567,Iris-versicolor
+7,5.108947716173194,3.054000000025604,4.8994913432394,1.6654274751375766,Iris-versicolor
+8,6.181897561791797,3.05400000000149,4.966687015506972,1.6663166078919547,Iris-virginica
+9,6.191910047950652,3.0540000000175525,5.046117644079106,1.6692451488093023,Iris-virginica
+10,6.179366687208343,3.0540000007448835,4.900038102416777,1.6654282567451235,Iris-versicolor
+11,6.180100978311432,3.0540000003555354,4.9479543754703945,1.6660276174426185,Iris-virginica
+12,6.182879593169671,3.054000000123172,4.986421694425971,1.6673632123318507,Iris-virginica
+13,5.10894771617321,3.0540000000354977,4.899491344989762,1.6654274751380125,Iris-versicolor
+14,6.179366488652443,3.0540000002390033,4.899492378709663,1.6654274752235214,Iris-versicolor
+15,6.1842082432348455,3.0540000000506717,5.012614525620441,1.6670510985009606,Iris-virginica
+16,6.179366641037754,3.0540000000494687,4.9000609968768885,1.6654275943045982,Iris-versicolor
+17,6.192223630484965,3.054000000018293,5.050211759140851,1.6692455737696927,Iris-virginica
+18,5.108947716174963,3.0540000001416234,4.899491532266872,1.6654274751483467,Iris-versicolor
+19,6.18533932301518,3.0540000000042715,4.998847987120912,1.6668649361801953,Iris-virginica
+20,6.192685983944686,3.054000000011815,5.03018427626655,1.669990621096268,Iris-virginica
+21,5.108947716173036,3.054000000029856,4.899491301999117,1.665427475135345,Iris-versicolor
+22,6.179366488921599,3.0540000000527354,4.899497169898284,1.6654274756051082,Iris-versicolor
+23,6.179420894075729,3.054000000053318,4.914032640469093,1.6655429496074974,Iris-virginica

iris/lct_gan/0/10/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/lct_gan/0/10/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/lct_gan/0/10/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/lct_gan/0/11/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.1796791358478265,3.0540000000055407,4.931647653380082,1.6655666550155361,Iris-virginica
+1,5.108947716173042,3.0540000000330716,4.899491304872594,1.665427475135466,Iris-versicolor
+2,6.19464599400167,3.054000000005256,5.075363120503576,1.6679662684425078,Iris-virginica
+3,6.193014155636808,3.054000000011051,5.0444856761611385,1.6691324637509835,Iris-virginica
+4,5.108947716173038,3.0540000000289798,4.899491302988363,1.6654274751353992,Iris-versicolor
+5,6.186004563094581,3.054000000043312,5.032159594545874,1.6673850888196677,Iris-virginica
+6,6.189769477021887,3.0540000000570586,5.006327022964521,1.6720093599498604,Iris-virginica
+7,6.179366806134556,3.0540000000498924,4.900489872255218,1.6654278187092837,Iris-versicolor
+8,5.108947716173067,3.0540000000378136,4.899491312527188,1.6654274751359344,Iris-versicolor
+9,5.108947716173061,3.0540000000289,4.899491310797359,1.6654274751358689,Iris-versicolor
+10,6.179903567462606,3.0540000002764316,4.939094124531184,1.666054329333266,Iris-virginica
+11,6.1793664889794835,3.054000000057305,4.899497896005864,1.6654274757198433,Iris-versicolor
+12,6.1912732687901695,3.054000000024613,5.032206570248248,1.6700864933022863,Iris-virginica
+13,6.191017142829621,3.05400000002878,5.033658064421474,1.6700265812281965,Iris-virginica
+14,6.181572505790501,3.0540000000744816,4.967334826201323,1.666755776824924,Iris-virginica
+15,6.179366488644304,3.054000000298289,4.899492112850413,1.6654274752033926,Iris-versicolor
+16,6.179978203299547,3.0540000040693274,4.931019056323318,1.6687616609325784,Iris-virginica
+17,6.179623386620696,3.0540000000098706,4.92800136146613,1.6656497896506952,Iris-virginica
+18,6.1825309955411285,3.054000000929125,4.975005316797841,1.6693490075789736,Iris-virginica
+19,6.179366488907714,3.0540000000233163,4.899497607798095,1.6654274754664955,Iris-versicolor
+20,6.192678987061011,3.0540000000113023,5.04979125406492,1.6691802946334737,Iris-virginica
+21,5.108947716173163,3.0540000000428535,4.899491336886521,1.66542747513624,Iris-versicolor
+22,6.179426626696956,3.0540000008017754,4.915553672689496,1.66557145895162,Iris-versicolor
+23,6.179366511011044,3.0540000000116674,4.899652874906839,1.6654275293663794,Iris-versicolor
+24,6.179366769128521,3.054000000007672,4.900438931395059,1.6654280312358778,Iris-versicolor
+25,6.1927963556713035,3.054000000014238,5.062512101673185,1.6687227627827488,Iris-virginica
+26,5.1089477161730885,3.054000000047519,4.899491319831477,1.665427475136266,Iris-versicolor
+27,6.179366489041661,3.0540000000369223,4.89949968470121,1.6654274757711764,Iris-versicolor
+28,6.179374111607472,3.054000000030844,4.906699014654149,1.665441197596422,Iris-versicolor
+29,6.184298910256229,3.054000000071092,4.99102594485413,1.6678748273253978,Iris-virginica
+30,6.179366488628643,3.0540000000250216,4.899491701177501,1.6654274751584854,Iris-versicolor
+31,5.108947716173094,3.0540000000297858,4.899491322185745,1.6654274751358726,Iris-versicolor
+0,5.10894771617308,3.054000000033779,4.8994913179045385,1.6654274751358744,Iris-versicolor
+1,6.17936656402209,3.0540000001468983,4.899801796927862,1.665427757145177,Iris-versicolor
+2,5.108947716173043,3.05400000002863,4.8994913055546965,1.6654274751355138,Iris-versicolor
+3,5.108947716173171,3.0540000000656384,4.89949133603655,1.6654274751372877,Iris-versicolor
+4,6.1847801241379905,3.054000000003173,4.998050038029559,1.6665579414499012,Iris-virginica
+5,6.179366529400418,3.054000000026421,4.899705987059983,1.6654275192662527,Iris-versicolor
+6,6.179366496652054,3.05400000079631,4.899545651518755,1.6654274966491878,Iris-versicolor
+7,6.195084654546403,3.0540000000046885,5.071765914821756,1.6681321854993736,Iris-virginica
+8,6.179366494073234,3.054000000173999,4.899537699649033,1.6654274880859707,Iris-versicolor
+9,6.179651042864875,3.0540000000108383,4.930256786128382,1.6655917771918631,Iris-virginica
+10,6.179366742189384,3.0540000000137764,4.900423009011382,1.665427660799946,Iris-versicolor
+11,5.108947716173097,3.054000000029318,4.899491321816068,1.6654274751362694,Iris-versicolor
+12,6.179380754015355,3.0540000000254093,4.908902283435985,1.6654514657780066,Iris-versicolor
+13,6.179372726513909,3.054000000039066,4.906162570361769,1.6654408484847194,Iris-versicolor
+14,6.191075063724282,3.054000000005904,5.020513484971779,1.6681925188633708,Iris-virginica
+15,6.182286253111533,3.0540000000102188,4.987702745342556,1.6662100863396447,Iris-virginica
+16,5.108947716173053,3.0540000000288767,4.899491310118964,1.6654274751353986,Iris-versicolor
+17,6.188696952917262,3.054000000009615,5.017375443017658,1.6676707929120496,Iris-virginica
+18,6.179493610988694,3.054000000672814,4.920637265073206,1.6657117453937647,Iris-virginica
+19,6.189062508716241,3.0540000000592644,5.002666601444669,1.6717006237791947,Iris-virginica
+20,6.1793664896063865,3.0540000000375027,4.899506663747093,1.665427475824487,Iris-versicolor
+21,6.179366505736771,3.0540000005849066,4.899588680585441,1.665427539509233,Iris-versicolor
+22,6.191755016362093,3.0540000000163623,5.032793991651089,1.6699757450356127,Iris-virginica
+23,6.1797541845016015,3.05400000001266,4.934122426181885,1.6656610425365816,Iris-virginica
+24,6.192612453920032,3.0540000000139584,5.064640966464235,1.6685018474092448,Iris-virginica
+25,6.190988049569781,3.05400000003113,5.0116275731174085,1.6715381934774713,Iris-virginica
+26,6.179366913271075,3.054000000014284,4.900720022789585,1.6654281780655118,Iris-versicolor
+27,6.191855541139226,3.054000000013121,5.034476574762748,1.6692446002759767,Iris-virginica
+28,6.179366488635515,3.0540000000517735,4.899491970031019,1.6654274751652596,Iris-versicolor
+29,5.108947716173296,3.0540000000563063,4.8994913609950475,1.6654274751378508,Iris-versicolor
+30,6.179366488626302,3.054000000032299,4.8994915821702465,1.6654274751515128,Iris-versicolor
+31,5.108947716173819,3.0540000001023566,4.899491423621163,1.6654274751430063,Iris-versicolor
+0,5.108947716173069,3.0540000000408165,4.899491314342896,1.6654274751357916,Iris-versicolor
+1,6.186605291153547,3.0540000000677434,5.0144455649587165,1.66847463057226,Iris-virginica
+2,6.1806920909713305,3.0540000000030147,4.952454922282964,1.6660422340205017,Iris-virginica
+3,6.179949815715095,3.054000000007603,4.940197550136526,1.665705499123457,Iris-virginica
+4,6.190163908561007,3.0540000000348613,5.031948604104171,1.6697617436289989,Iris-virginica
+5,5.108947716173284,3.0540000000295877,4.899491358173673,1.6654274751365068,Iris-versicolor
+6,6.1900497894998185,3.0540000000651695,5.001018912425028,1.6734220616486748,Iris-virginica
+7,6.179366614033799,3.0540000000384215,4.899986866961839,1.6654277430837285,Iris-versicolor
+8,6.179483815151111,3.0540000043123134,4.91675455474234,1.6661770884406109,Iris-virginica
+9,6.192107767780286,3.0540000000102356,5.02611322382333,1.668639771933672,Iris-virginica
+10,6.179367279408479,3.05400000008288,4.9012884404353,1.6654282513958703,Iris-versicolor
+11,6.195083610172973,3.0540000000063277,5.074665013540031,1.668359870467428,Iris-virginica
+12,6.185542068804799,3.0540000000408183,5.02432917269427,1.6672896040535448,Iris-virginica
+13,5.108947716173036,3.0540000000292564,4.899491302016462,1.6654274751353515,Iris-versicolor
+14,6.1814763803841535,3.0540000000192586,4.968842144668357,1.6662723038340488,Iris-virginica
+15,5.1089477161731,3.0540000000320964,4.8994913220331835,1.6654274751363767,Iris-versicolor
+16,6.189755640119706,3.054000000054264,5.01247127224052,1.6715379177833984,Iris-virginica
+17,6.190197762155814,3.0540000000371412,5.059614828953991,1.6683096189012547,Iris-virginica
+18,6.1797868855295865,3.054000000105102,4.930579603380215,1.6661271556457096,Iris-virginica
+19,6.18746677722718,3.0540000000033793,5.013987314230559,1.667051578110768,Iris-virginica
+20,6.193968612558259,3.0540000000056717,5.034725648541439,1.6696867797188908,Iris-virginica
+21,6.191313055374223,3.0540000000258787,5.010252996028739,1.6720312800756445,Iris-virginica
+22,6.187352740433057,3.0540000000174117,5.02569782153935,1.6677367890159909,Iris-virginica
+23,6.1793664886246376,3.0540000000242613,4.899491504315907,1.6654274751463598,Iris-versicolor
+24,6.190162159340089,3.0540000000438474,5.01497824390967,1.6712280763894525,Iris-virginica
+25,6.179366489250942,3.0540000000534144,4.899502216278145,1.665427476156347,Iris-versicolor
+26,6.190023765917023,3.0540000000368783,5.01874924468206,1.6700772473550576,Iris-virginica
+27,6.1900952099835305,3.0540000000336085,5.038230953940768,1.6692432760471976,Iris-virginica
+28,5.108947716173047,3.0540000000391827,4.899491306167245,1.665427475135585,Iris-versicolor
+29,6.179366506100245,3.0540000001265386,4.899595938493313,1.6654275248237718,Iris-versicolor
+30,5.108947716173098,3.0540000000499004,4.899491322502357,1.66542747513627,Iris-versicolor
+31,5.10894771617331,3.0540000000315017,4.899491364103676,1.6654274751383622,Iris-versicolor
+0,5.108947716173056,3.0540000000305163,4.899491308532252,1.665427475135778,Iris-versicolor
+1,6.182364165600394,3.054000000029368,4.976375572772248,1.666840605464557,Iris-virginica
+2,6.179715767502973,3.054000000003163,4.93085878425676,1.665647265097435,Iris-virginica
+3,5.108947716173038,3.0540000000277088,4.899491303352944,1.6654274751353473,Iris-versicolor
+4,6.182095732695936,3.054000000044364,4.967333269099367,1.6670498156670757,Iris-virginica
+5,6.180631525765672,3.0540000001327154,4.951119232095946,1.666614595256429,Iris-virginica
+6,6.191542909556421,3.0540000000202374,5.029046403688827,1.6700365376178437,Iris-virginica
+7,6.179366505907791,3.0540000000203076,4.899620132236094,1.665427519309792,Iris-versicolor
+8,6.179883360440243,3.054000000027854,4.932222249015409,1.6660580186786904,Iris-virginica
+9,6.179366489853662,3.0540000001866177,4.899507465366724,1.6654274784985066,Iris-versicolor
+10,6.18105529152696,3.054000000080215,4.956222164749027,1.666732185303823,Iris-virginica
+11,5.108947716174133,3.054000000059181,4.899491460350843,1.665427475140871,Iris-versicolor
+12,6.188350637154031,3.054000000066484,5.0154421727445575,1.6699005829194107,Iris-virginica
+13,6.183756621444158,3.0540000003408596,4.9871394621467395,1.669308479734595,Iris-virginica
+14,6.179381681554192,3.0540000000260012,4.909253775752147,1.6654444648394626,Iris-versicolor
+15,6.1904668068344275,3.0540000000075973,5.015009773660917,1.668425238714823,Iris-virginica
+16,6.194715600305586,3.0540000000050522,5.041752168044414,1.6686259221809079,Iris-virginica
+17,5.108947716173165,3.0540000000270133,4.899491336009161,1.6654274751372729,Iris-versicolor
+18,6.1793664886280935,3.0540000000742973,4.899491685544997,1.6654274751616267,Iris-versicolor
+19,6.183672550428798,3.0540000002776218,4.975923406623219,1.6699299830821637,Iris-virginica
+20,6.179366488866825,3.0540000001341414,4.899496044961419,1.6654274754322467,Iris-versicolor
+21,6.182640628955689,3.0540000003739998,4.97666870815889,1.6685509678548394,Iris-virginica
+22,5.108947716173043,3.0540000000289234,4.899491305548372,1.6654274751354572,Iris-versicolor
+23,6.179366488629183,3.0540000000325676,4.899491718512388,1.6654274751459428,Iris-versicolor

iris/lct_gan/0/11/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/lct_gan/0/11/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/lct_gan/0/11/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/lct_gan/0/12/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.191172442831912,3.0540000000200767,5.0312687446245885,1.6700165461270755,Iris-virginica
+1,5.108947716173055,3.054000000030779,4.8994913086852,1.6654274751357847,Iris-versicolor
+2,6.179367747454839,3.0540000000282648,4.901775121171831,1.6654296604693266,Iris-versicolor
+3,6.186290202016441,3.0540000000856766,5.008041548553246,1.6688684083725431,Iris-virginica
+4,5.1089477161737875,3.054000000057526,4.899491421568317,1.66542747514018,Iris-versicolor
+5,5.10894771617319,3.054000000041563,4.899491340123403,1.6654274751370541,Iris-versicolor
+6,6.179366519875808,3.05400000001981,4.899676160389,1.6654275279023654,Iris-versicolor
+7,6.1841134192865095,3.0540000000072,5.009797934545551,1.6664771449380422,Iris-virginica
+8,6.179366489300555,3.054000000543993,4.8995010357914,1.6654274768060549,Iris-versicolor
+9,5.108947716173049,3.0540000000321244,4.899491307089914,1.6654274751356306,Iris-versicolor
+10,6.180961874833475,3.054000000634218,4.953138583842824,1.6679629450238687,Iris-virginica
+11,6.1936093118450035,3.054000000006052,5.03835120723638,1.669424424997675,Iris-virginica
+12,5.1089477161730485,3.0540000000374454,4.899491306630973,1.6654274751356273,Iris-versicolor
+13,6.196279752396188,3.054000000004027,5.045676577753255,1.668667840934511,Iris-virginica
+14,6.188511405824671,3.054000000027603,5.009949667565039,1.6688794495938974,Iris-virginica
+15,6.18961424604027,3.0540000000242165,5.0271913136914295,1.6689949327839235,Iris-virginica
+16,6.189436982125732,3.0540000000233865,5.0196693356023205,1.6693696352868332,Iris-virginica
+17,6.192411698575102,3.054000000012743,5.078992156100876,1.6678118153243138,Iris-virginica
+18,6.187628764565882,3.054000000055563,5.019820605868616,1.6688942338924722,Iris-virginica
+19,6.187769045251214,3.0540000000357925,5.028372685069167,1.6682746271651492,Iris-virginica
+20,6.179366678088406,3.0540000011013198,4.900001546136008,1.665428306949914,Iris-versicolor
+21,6.1910358404604775,3.054000000024026,5.06625348624131,1.6681411639091588,Iris-virginica
+22,5.108947716173036,3.0540000000295926,4.899491301819566,1.6654274751353597,Iris-versicolor
+23,6.187734933700352,3.0540000000464462,5.023380040884524,1.6687721823727257,Iris-virginica
+24,6.179653943563275,3.054000002710229,4.927894306016611,1.6662277672612265,Iris-virginica
+25,5.108947716173036,3.0540000000292555,4.89949130211372,1.6654274751353342,Iris-versicolor
+26,6.179366495865371,3.054000000115414,4.8995504675265975,1.6654274838321002,Iris-versicolor
+27,6.187048936524732,3.054000000085039,5.000061676181006,1.669922233468594,Iris-virginica
+28,6.187022140468132,3.054000000024333,5.026661273684352,1.6677877355269868,Iris-virginica
+29,6.179441353062768,3.0540000000100496,4.915701944440178,1.6655317518425827,Iris-virginica
+30,5.108947716173796,3.0540000000409018,4.899491436108422,1.6654274751400053,Iris-versicolor
+31,6.182990844735588,3.0540000000082514,4.977760367951664,1.6666658893417945,Iris-virginica
+0,6.179366517402506,3.054000000051561,4.899653959142648,1.665427516663141,Iris-versicolor
+1,6.181668047658424,3.0540000000347076,4.973154397832589,1.6664189814413748,Iris-virginica
+2,5.108947716173052,3.0540000000306895,4.899491308373141,1.6654274751357114,Iris-versicolor
+3,6.1867966582924625,3.054000000007372,5.008043149429152,1.6673011993139495,Iris-virginica
+4,6.179366488624551,3.0540000000269307,4.899491503885231,1.665427475148326,Iris-versicolor
+5,6.179366489085494,3.0540000003706282,4.89949862109131,1.6654274760175232,Iris-versicolor
+6,6.179366495139355,3.054000001039793,4.899532547446503,1.665427487956735,Iris-versicolor
+7,6.1811397313497585,3.054000000051403,4.977685789646751,1.666075662946419,Iris-virginica
+8,5.108947716173043,3.0540000000276613,4.899491305902639,1.6654274751353915,Iris-versicolor
+9,6.193398485059104,3.054000000007298,5.040963949276929,1.669431485783894,Iris-virginica
+10,6.1793719853699045,3.0540000004279904,4.90533762954899,1.6654446066644488,Iris-versicolor
+11,6.18974179554856,3.0540000000342427,5.028896934407927,1.6693161926433326,Iris-virginica
+12,5.108947716173679,3.0540000000442973,4.8994914091560355,1.6654274751401892,Iris-versicolor
+13,5.1089477161731045,3.0540000000376306,4.899491324577993,1.6654274751361304,Iris-versicolor
+14,6.179366489057078,3.0540000000715737,4.899499098952102,1.665427475720004,Iris-versicolor
+15,6.192636521917065,3.0540000000113725,5.0288044838243415,1.6701865735133994,Iris-virginica
+16,5.108947716173242,3.0540000000349856,4.899491352530646,1.6654274751371723,Iris-versicolor
+17,5.108947716173139,3.0540000000532097,4.899491328765237,1.6654274751368778,Iris-versicolor
+18,5.108947716173128,3.0540000000424112,4.899491327985962,1.6654274751365599,Iris-versicolor
+19,6.189253674370563,3.054000000070299,5.005365159188582,1.6726577871075037,Iris-virginica
+20,5.1089477161799275,3.0540000002639767,4.899491847779043,1.6654274751804556,Iris-versicolor
+21,5.10894771617326,3.0540000000384553,4.899491355509909,1.6654274751378115,Iris-versicolor
+22,5.108947716174225,3.0540000000317287,4.899491471775293,1.665427475140878,Iris-versicolor
+23,5.108947716173174,3.0540000000520564,4.899491337755401,1.6654274751365457,Iris-versicolor
+24,6.18701895157356,3.0540000001116034,4.992555031481436,1.6715380283057266,Iris-virginica
+25,6.194453139083782,3.054000000006901,5.050861477128762,1.6692585574923329,Iris-virginica
+26,6.192191420837119,3.0540000000164045,5.045567342986342,1.6693107811275734,Iris-virginica
+27,6.194464795908717,3.0540000000060004,5.043048477309481,1.6691610413176639,Iris-virginica
+28,6.179366488640893,3.054000000037393,4.8994921591754075,1.6654274751617804,Iris-versicolor
+29,6.187675697926992,3.054000000039136,5.027529611288207,1.6684480986882269,Iris-virginica
+30,6.179366488640878,3.054000000043991,4.899492194286114,1.6654274751987808,Iris-versicolor
+31,6.187753350368263,3.0540000000514076,5.00925034743772,1.668976440889466,Iris-virginica
+0,6.179366494337064,3.054000000033665,4.899543975968203,1.665427486061194,Iris-versicolor
+1,6.194887117377543,3.054000000005604,5.03487209116633,1.6693066983267393,Iris-virginica
+2,5.108947716173041,3.0540000000301633,4.899491304484785,1.6654274751354774,Iris-versicolor
+3,6.179366489332625,3.0540000000181555,4.899504836781603,1.6654274757000878,Iris-versicolor
+4,6.181230671839417,3.0540000000946135,4.959480322423489,1.6669255057805705,Iris-virginica
+5,6.179366488680011,3.0540000000290837,4.899493331683352,1.6654274751845028,Iris-versicolor
+6,6.179366676753133,3.054000000029,4.900181805310224,1.6654279085147987,Iris-versicolor
+7,6.179396562675935,3.0540000000088616,4.9125603560143825,1.6654480181730922,Iris-virginica
+8,6.185499867891514,3.054000000111224,5.0110705058225715,1.6683665295396501,Iris-virginica
+9,6.179389045091134,3.054000000192448,4.90945795152776,1.6654859658525665,Iris-versicolor
+10,6.184566206062512,3.054000000214457,4.9789267186109365,1.670774374484051,Iris-virginica
+11,6.191084951110121,3.0540000000182137,5.03513388440437,1.6688018384497254,Iris-virginica
+12,6.193817941124194,3.054000000007292,5.027280437454771,1.6692017261771581,Iris-virginica
+13,6.182305069959917,3.0540000006651566,4.9667420143491405,1.669658434208316,Iris-virginica
+14,6.193255348730535,3.0540000000087355,5.047144280795033,1.6686213371356202,Iris-virginica
+15,6.179367117048562,3.054000000059961,4.9010293309898945,1.6654291552145268,Iris-versicolor
+16,5.108947716173058,3.054000000032818,4.89949131114454,1.6654274751356206,Iris-versicolor
+17,6.179366488694172,3.0540000000181444,4.899493525242092,1.6654274752505203,Iris-versicolor
+18,6.179366488923188,3.0540000000323677,4.899497365501675,1.6654274756408267,Iris-versicolor
+19,5.108947716173037,3.0540000000310656,4.899491302739238,1.6654274751353444,Iris-versicolor
+20,5.108947716173081,3.0540000000426737,4.89949131667289,1.665427475136088,Iris-versicolor
+21,5.108947716173043,3.054000000032603,4.899491304462251,1.6654274751355118,Iris-versicolor
+22,5.108947716173691,3.0540000000602903,4.899491414425561,1.6654274751411329,Iris-versicolor
+23,5.108947716174344,3.0540000000584686,4.899491485260032,1.665427475144119,Iris-versicolor
+24,6.179366488665955,3.054000000024469,4.89949280333622,1.6654274752265752,Iris-versicolor
+25,6.179367221984441,3.0540000003447068,4.901094352210257,1.6654312769840294,Iris-versicolor
+26,6.180725807396263,3.0540000000710896,4.965977833733935,1.6661052871615851,Iris-virginica
+27,6.179431591648374,3.0540000012851145,4.915357867118571,1.6656130204703459,Iris-versicolor
+28,5.108947716173054,3.0540000000392826,4.899491308749399,1.6654274751357014,Iris-versicolor
+29,6.179366488867643,3.054000000119079,4.899496405603001,1.6654274754784757,Iris-versicolor
+30,6.183888502871213,3.0540000000267504,4.9883532637684205,1.6672353247437859,Iris-virginica
+31,6.179366488627326,3.0540000000589718,4.8994916683605645,1.665427475155486,Iris-versicolor
+0,6.17936650266776,3.054000000014498,4.899593588293847,1.6654274946678407,Iris-versicolor
+1,6.179366488636144,3.054000000028932,4.899492032420149,1.6654274751515357,Iris-versicolor
+2,6.181072760729255,3.0540000007419144,4.952215866485529,1.6686140442932955,Iris-virginica
+3,6.190869974717642,3.054000000019867,5.041321457384581,1.6689802345377887,Iris-virginica
+4,5.108947716173041,3.054000000029958,4.899491304752881,1.6654274751354419,Iris-versicolor
+5,6.179366488632068,3.054000000048453,4.899491822462305,1.6654274751659859,Iris-versicolor
+6,6.179366534963525,3.0540000015421054,4.899675101276801,1.6654276797431005,Iris-versicolor
+7,5.108947716174279,3.054000000071827,4.8994914816790045,1.6654274751435902,Iris-versicolor
+8,6.1952090228290855,3.054000000005659,5.078473547348316,1.6681317254654768,Iris-virginica
+9,5.108947716173107,3.054000000055824,4.899491323414709,1.665427475136271,Iris-versicolor
+10,6.179367445586751,3.0540000000870924,4.901573761780928,1.665429953909445,Iris-versicolor
+11,6.17936648864226,3.054000000016719,4.899492153743931,1.6654274751889755,Iris-versicolor
+12,5.108947716173067,3.0540000000368317,4.899491312358777,1.6654274751359068,Iris-versicolor
+13,6.179366491842762,3.0540000001113996,4.899523903440882,1.665427482421038,Iris-versicolor
+14,6.183819379363425,3.054000000287234,4.98957543246808,1.6687878239330478,Iris-virginica
+15,6.179367966403959,3.054000000119796,4.902089399376593,1.665429903085838,Iris-versicolor
+16,6.1874252044717455,3.054000000061403,4.992812578646272,1.6710356235741546,Iris-virginica
+17,6.17936648869131,3.0540000001328402,4.899493275078132,1.6654274752595772,Iris-versicolor
+18,6.180627447881333,3.0540000011052086,4.948433131167678,1.66779483913551,Iris-virginica
+19,5.1089477161730485,3.054000000038306,4.899491307038517,1.665427475135599,Iris-versicolor
+20,6.179473116336617,3.0540000002250043,4.918869508797243,1.6656499359602346,Iris-virginica
+21,6.179366488684914,3.0540000000251024,4.8994933091809205,1.6654274752236122,Iris-versicolor
+22,6.189152190275779,3.0540000000083065,5.021460077892394,1.667677873274179,Iris-virginica
+23,6.1875317312588,3.0540000000752716,5.004438001902017,1.6696309288305669,Iris-virginica

iris/lct_gan/0/12/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/lct_gan/0/12/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/lct_gan/0/12/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/lct_gan/0/13/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488638781,3.0540000000488585,4.8994921087592,1.6654274751797065,Iris-versicolor
+1,5.108947716173343,3.0540000000746272,4.899491364672258,1.6654274751393483,Iris-versicolor
+2,5.108947716173048,3.0540000000285197,4.89949130789287,1.665427475135451,Iris-versicolor
+3,6.193630768211283,3.0540000000035588,5.0332319062524995,1.6692379187730237,Iris-virginica
+4,6.187216893105964,3.054000000013272,5.011570216735331,1.6676278423448305,Iris-virginica
+5,6.180179336907401,3.0540000000361416,4.94804335227833,1.665900159403048,Iris-virginica
+6,6.193702913639386,3.054000000003047,5.033026743999643,1.6679298221754686,Iris-virginica
+7,6.179366488628806,3.054000000074469,4.899491693888204,1.6654274751614053,Iris-versicolor
+8,6.19333880239431,3.0540000000082137,5.050443585983022,1.668667922908636,Iris-virginica
+9,6.179366489644573,3.0540000000218357,4.89950759587331,1.665427476844094,Iris-versicolor
+10,6.179366488664831,3.0540000000182013,4.8994928033637,1.6654274752287226,Iris-versicolor
+11,6.193952471481053,3.054000000010044,5.019179217438155,1.670942249743714,Iris-virginica
+12,6.1936242105500785,3.054000000007518,5.051757930115719,1.6686855465298966,Iris-virginica
+13,6.1913578937138665,3.0540000000264818,5.008929684489598,1.6720416312461537,Iris-virginica
+14,6.192881489535324,3.0540000000093346,5.045388495131193,1.6692802863451581,Iris-virginica
+15,6.188300599954127,3.054000000116369,5.0041446226319355,1.6725296823491818,Iris-virginica
+16,6.179437832131477,3.0540000000804755,4.919033501649598,1.6654882759438254,Iris-virginica
+17,6.18328473929695,3.054000000013524,4.9871692159262775,1.666721179155975,Iris-virginica
+18,6.1924448814841675,3.0540000000135863,5.030778751528853,1.670118247468277,Iris-virginica
+19,6.186024581878742,3.054000000014725,4.995822225349978,1.6678410360412204,Iris-virginica
+20,6.179367176900853,3.0540000001206433,4.901133537908206,1.6654298906306488,Iris-versicolor
+21,6.17936652172162,3.0540000000304603,4.899688318799188,1.6654275624959278,Iris-versicolor
+22,6.191916963961618,3.0540000000174756,5.0331764509105605,1.6699075111604023,Iris-virginica
+23,6.195471873076506,3.0540000000045056,5.049510537973394,1.6684644782195919,Iris-virginica
+24,5.108947716173147,3.0540000000372016,4.899491333253791,1.665427475136618,Iris-versicolor
+25,6.1793681906403,3.0540000000368126,4.902643911757906,1.6654352296017925,Iris-versicolor
+26,5.108947716173048,3.0540000000326377,4.899491306126103,1.6654274751356357,Iris-versicolor
+27,6.179374055409027,3.054000000477001,4.906516257628879,1.665448035026409,Iris-versicolor
+28,6.179366492258265,3.0540000000663587,4.899528380124272,1.6654274789428671,Iris-versicolor
+29,6.179882087958714,3.0540000000091414,4.942916597216012,1.6656178690767203,Iris-virginica
+30,6.184022470256413,3.054000000391212,4.992743553379659,1.669333608270544,Iris-virginica
+31,6.179382851097039,3.0540000000156087,4.910754152921307,1.6654382409321795,Iris-versicolor
+0,5.108947716173157,3.0540000000327634,4.899491335787397,1.6654274751360925,Iris-versicolor
+1,6.187971579098561,3.054000000033864,5.0316403229306355,1.6683890075788836,Iris-virginica
+2,5.108947716173056,3.054000000033971,4.899491309100323,1.6654274751357023,Iris-versicolor
+3,6.187566093096752,3.054000000004462,5.005763477125,1.6674138796822062,Iris-virginica
+4,6.179366488623899,3.0540000000274383,4.899491465207631,1.6654274751441178,Iris-versicolor
+5,6.189881929129223,3.0540000000270906,5.023323234803539,1.6694823888608388,Iris-virginica
+6,6.18204058761757,3.0540000000496352,4.972046141459132,1.6668804849588583,Iris-virginica
+7,6.179540741716688,3.0540000058563233,4.9194261164656,1.6665757353408,Iris-virginica
+8,6.185645322338679,3.0540000000425294,5.014888407256276,1.6677019306407754,Iris-virginica
+9,6.188353589007905,3.0540000000140615,5.017250649738029,1.6683311055021877,Iris-virginica
+10,6.179366793225137,3.0540000006102206,4.90020791583662,1.6654280500063312,Iris-versicolor
+11,5.108947716173052,3.05400000002611,4.899491309491018,1.6654274751353468,Iris-versicolor
+12,6.1826909077279515,3.0540000001652237,4.969622215227616,1.6685603392102446,Iris-virginica
+13,6.190290351646979,3.0540000000120258,5.037546979709832,1.6682401480731996,Iris-virginica
+14,6.191521145037234,3.054000000020721,5.028851609608831,1.6702693176244376,Iris-virginica
+15,6.179607108547909,3.0540000000739655,4.927013924322931,1.6656935281228225,Iris-virginica
+16,6.180372474618328,3.0540000000249448,4.956318567495005,1.6658505404089725,Iris-virginica
+17,6.189060983289629,3.0540000000359546,5.006343056737269,1.67027208109047,Iris-virginica
+18,5.108947716173046,3.0540000000300966,4.89949130648409,1.665427475135494,Iris-versicolor
+19,6.179366517489041,3.0540000012758024,4.899621895016992,1.665427640001624,Iris-versicolor
+20,5.108947716173616,3.0540000000702925,4.899491408017977,1.6654274751392795,Iris-versicolor
+21,6.1923617080861595,3.054000000014583,5.032416134909847,1.6698332226192063,Iris-virginica
+22,6.192194753350468,3.0540000000149634,5.041461296396358,1.6695330965865096,Iris-virginica
+23,6.179384663840181,3.0540000000313703,4.911082830410771,1.6654410798143753,Iris-versicolor
+24,6.179366488634246,3.0540000001381373,4.899491877147205,1.6654274751859037,Iris-versicolor
+25,6.187152779174466,3.0540000000642795,5.030309269655666,1.6683032361348527,Iris-virginica
+26,6.1867521720279735,3.0540000000332927,5.024407027792054,1.6678074229793949,Iris-virginica
+27,6.179451085691315,3.0540000003006518,4.918397561512626,1.6655555324318039,Iris-virginica
+28,6.190477818769227,3.0540000000141214,5.061673830519944,1.6676828794054583,Iris-virginica
+29,6.17936658468711,3.0540000000119525,4.899971834029662,1.6654277308436816,Iris-versicolor
+30,5.10894771617304,3.0540000000308356,4.899491303428076,1.6654274751354337,Iris-versicolor
+31,6.195713856770679,3.054000000003651,5.045983708297233,1.668963817282013,Iris-virginica
+0,6.179366488644197,3.0540000000858827,4.899492340813849,1.665427475211485,Iris-versicolor
+1,6.194266970107948,3.0540000000040814,5.047718069738985,1.6690162334137066,Iris-virginica
+2,5.108947716173098,3.0540000000291947,4.899491322299777,1.6654274751363678,Iris-versicolor
+3,6.190159821003316,3.0540000000391845,5.0270654948506746,1.6703543582344764,Iris-virginica
+4,6.179422007540641,3.054000001004762,4.914309465369085,1.6655800811843409,Iris-versicolor
+5,5.108947716173046,3.054000000035589,4.899491305493171,1.6654274751355822,Iris-versicolor
+6,6.179366493339804,3.0540000001059893,4.899533824991815,1.6654274826013116,Iris-versicolor
+7,5.108947716173053,3.0540000000282244,4.8994913081026334,1.6654274751357157,Iris-versicolor
+8,6.179366488625633,3.0540000000189726,4.899491548691311,1.6654274751481863,Iris-versicolor
+9,6.195030871406286,3.054000000004483,5.034162415372994,1.669404269966488,Iris-virginica
+10,6.179366719185301,3.05400000339913,4.900007229225934,1.6654290018670073,Iris-versicolor
+11,5.108947716173452,3.0540000000221545,4.89949138354544,1.665427475139757,Iris-versicolor
+12,6.194488332655714,3.054000000006599,5.03878862156407,1.6688638590125089,Iris-virginica
+13,6.183494352992216,3.0540000000145433,5.000206355341032,1.6665423069246719,Iris-virginica
+14,6.181344155422381,3.0540000000889402,4.963118369201182,1.666740181961305,Iris-virginica
+15,6.190512595428401,3.054000000029596,5.049480058796961,1.6686413806249007,Iris-virginica
+16,6.179618930647727,3.054000001737988,4.925552554433787,1.6662116505262643,Iris-virginica
+17,6.194530351605404,3.0540000000058116,5.050500041872402,1.6689121120005692,Iris-virginica
+18,6.193546238103865,3.05400000000786,5.025969845374979,1.6701570183746883,Iris-virginica
+19,6.193282912380691,3.0540000000102285,5.0430091808087205,1.6694622680874949,Iris-virginica
+20,6.179379114009087,3.0540000001273206,4.907438288673163,1.665466245636635,Iris-versicolor
+21,6.185549049653368,3.054000000002354,4.99795935091084,1.6668629207790344,Iris-virginica
+22,6.193220856520198,3.0540000000083514,5.042817213275247,1.6692970335365922,Iris-virginica
+23,5.1089477161730565,3.0540000000319374,4.899491309425587,1.6654274751358114,Iris-versicolor
+24,6.179831698814377,3.0540000013701936,4.93191702263828,1.6667204180404964,Iris-virginica
+25,6.194548441993765,3.0540000000043896,5.039748921984632,1.6681238190407073,Iris-virginica
+26,6.184306606758553,3.054000000095679,4.980569517454957,1.6692024121496887,Iris-virginica
+27,6.190758271380042,3.054000000027558,5.0223177346523125,1.6706788970588944,Iris-virginica
+28,6.179366488669609,3.0540000001156677,4.899492811115115,1.6654274752197529,Iris-versicolor
+29,6.179472430236695,3.0540000000151784,4.9235619246518985,1.6654762295262309,Iris-virginica
+30,6.19028408470922,3.054000000036756,5.031559728834231,1.6699795492875535,Iris-virginica
+31,6.184420393265586,3.0540000002308116,4.983113265496001,1.6702394717018891,Iris-virginica
+0,5.108947716173075,3.0540000000285294,4.899491316130388,1.665427475135898,Iris-versicolor
+1,6.179366537712947,3.054000000523979,4.899685410188723,1.6654275450100542,Iris-versicolor
+2,6.179371693032873,3.054000000130057,4.905980376535274,1.6654339432129235,Iris-versicolor
+3,6.1793679706929,3.0540000003381746,4.902023049206449,1.6654366059987482,Iris-versicolor
+4,6.179543936036182,3.0540000000936636,4.923724774691473,1.6656498583193187,Iris-virginica
+5,5.108947716173042,3.054000000027399,4.899491305816137,1.665427475135331,Iris-versicolor
+6,6.17936649369465,3.054000000237687,4.899534971319092,1.6654274856805018,Iris-versicolor
+7,6.192925484288954,3.054000000011066,5.046403613044699,1.6694069004794616,Iris-virginica
+8,6.180768013799829,3.054000000084932,4.954351478718386,1.666468444363445,Iris-virginica
+9,6.182252334504828,3.0540000000188456,4.967897559096047,1.6668740064540188,Iris-virginica
+10,6.179366488850821,3.0540000000214063,4.899496418005645,1.6654274755752843,Iris-versicolor
+11,6.18353879463728,3.0540000000142804,5.001970526843115,1.6665776234985425,Iris-virginica
+12,6.191930946574112,3.0540000000186556,5.0380433512955065,1.6696558669092199,Iris-virginica
+13,6.191711717392631,3.054000000009704,5.032215687736807,1.6687640090222597,Iris-virginica
+14,5.108947716173085,3.054000000055943,4.899491317743813,1.6654274751361324,Iris-versicolor
+15,6.1942496731087475,3.0540000000066367,5.049448566566244,1.669312880236143,Iris-virginica
+16,6.182724235650151,3.054000000124953,4.988181444759047,1.667157741943901,Iris-virginica
+17,5.108947716173059,3.054000000031541,4.899491311396898,1.665427475135576,Iris-versicolor
+18,6.179369087718256,3.0540000000169933,4.903455441131162,1.6654355224470905,Iris-versicolor
+19,6.179370651179225,3.05400000000654,4.905122202304726,1.6654384097903385,Iris-versicolor
+20,6.193308483494624,3.0540000000096748,5.04073498650181,1.6697312565953817,Iris-virginica
+21,6.189849253068944,3.054000000044237,5.016562523235213,1.6707462520572898,Iris-virginica
+22,6.192419876479198,3.054000000012143,5.027888957901783,1.6701514078371722,Iris-virginica
+23,6.179366495256485,3.054000000155504,4.899544536602097,1.665427481688173,Iris-versicolor

iris/lct_gan/0/13/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/lct_gan/0/13/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/lct_gan/0/13/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/lct_gan/0/14/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.1881551176198215,3.054000000089384,5.011836662518974,1.6705871920748243,Iris-virginica
+1,6.192334817910457,3.0540000000145167,5.023935282180281,1.6704576399226196,Iris-virginica
+2,5.108947716173438,3.0540000000240184,4.8994913816720835,1.665427475139308,Iris-versicolor
+3,6.1929929474660845,3.0540000000099012,5.021527402228357,1.670578480794651,Iris-virginica
+4,6.193870317358048,3.054000000010461,5.026597563826021,1.6695151148892196,Iris-virginica
+5,6.179383685720498,3.054000000268767,4.909563497557662,1.665458556044387,Iris-versicolor
+6,6.180146315918047,3.0540000024927356,4.9385143885833775,1.667939229012212,Iris-virginica
+7,6.17936648871142,3.0540000000333367,4.899494007566425,1.6654274752312856,Iris-versicolor
+8,6.190197628297538,3.054000000006504,5.03344541056965,1.6679691350899017,Iris-virginica
+9,6.179366488625841,3.0540000000566447,4.899491568967531,1.6654274751488898,Iris-versicolor
+10,6.193327474637639,3.0540000000048906,5.0514137543027235,1.6681412723923295,Iris-virginica
+11,6.1793664886692925,3.054000000050071,4.899492889338132,1.6654274752072158,Iris-versicolor
+12,6.179366488717723,3.0540000000142147,4.899494017133388,1.6654274752983274,Iris-versicolor
+13,6.189589668405734,3.054000000055822,5.037475353019872,1.6694028246117627,Iris-virginica
+14,6.190188808292021,3.054000000037076,5.034448609461761,1.6696512294575885,Iris-virginica
+15,6.1944113976111455,3.0540000000073326,5.055511871554233,1.6689684192523067,Iris-virginica
+16,6.18900313211282,3.0540000000593355,5.038394555954278,1.6692091177146984,Iris-virginica
+17,6.179380150674064,3.054000000052701,4.908871532235716,1.665444842274742,Iris-versicolor
+18,6.191637138811476,3.0540000000188186,5.032784361381966,1.66997451420024,Iris-virginica
+19,6.194237975847458,3.0540000000063503,5.054376600399858,1.6686804180491768,Iris-virginica
+20,6.180836436904642,3.0540000002273615,4.951213464904661,1.6672994427838133,Iris-virginica
+21,6.181177934989972,3.0540000001271324,4.95710118945024,1.6671030945662415,Iris-virginica
+22,6.190961996008309,3.054000000028055,5.047236443721228,1.6690952523921088,Iris-virginica
+23,5.108947716173162,3.054000000074706,4.899491334462605,1.6654274751368414,Iris-versicolor
+24,6.191236032485159,3.0540000000246112,5.027114546688988,1.6703271550598457,Iris-virginica
+25,6.193643887716763,3.054000000006618,5.045466712927423,1.6692595142649587,Iris-virginica
+26,6.19190598479421,3.0540000000170466,5.016282620088483,1.671100370490307,Iris-virginica
+27,6.192803835002518,3.054000000004631,5.02707157317638,1.6696496140371406,Iris-virginica
+28,6.190347110345041,3.0540000000230387,5.035510265338136,1.6689846529839214,Iris-virginica
+29,6.179369098463418,3.0540000001606153,4.903225189369533,1.6654339630441268,Iris-versicolor
+30,5.108947716173077,3.054000000037557,4.899491316342288,1.6654274751361047,Iris-versicolor
+31,6.179366488626596,3.0540000000585503,4.899491605247891,1.665427475148214,Iris-versicolor
+0,6.179366488819311,3.054000000509834,4.899495270108525,1.665427475693654,Iris-versicolor
+1,5.108947716173043,3.0540000000331577,4.899491304715699,1.665427475135514,Iris-versicolor
+2,6.191321926273773,3.054000000024182,5.022904880904607,1.6703231256849342,Iris-virginica
+3,6.180608072244361,3.054000000419597,4.959038580728114,1.6665425253184234,Iris-virginica
+4,6.180075644804655,3.054000000012361,4.945487119281245,1.6657357692162225,Iris-virginica
+5,6.180426658548949,3.054000000094581,4.959747205946637,1.6659681544419547,Iris-virginica
+6,6.179506625666847,3.0540000001667464,4.924080822625203,1.6655715082737383,Iris-virginica
+7,6.193045796386978,3.0540000000059115,5.0418279344994135,1.6691647949985027,Iris-virginica
+8,6.17936648881995,3.0540000000375565,4.899495922693364,1.6654274755307767,Iris-versicolor
+9,6.18366392911916,3.0540000003948116,4.985272359326623,1.6693804513852166,Iris-virginica
+10,5.108947716173035,3.0540000000286307,4.899491301590355,1.66542747513533,Iris-versicolor
+11,5.108947716173283,3.054000000041427,4.899491358382446,1.6654274751369667,Iris-versicolor
+12,6.1891894223977175,3.054000000021268,5.017134373618497,1.6686924360268989,Iris-virginica
+13,6.179366488804271,3.0540000004920675,4.899494866290319,1.6654274755963578,Iris-versicolor
+14,6.179376410383448,3.05400000083184,4.906791097067542,1.6654730152726056,Iris-versicolor
+15,6.179366488663712,3.054000000063706,4.899492741670037,1.6654274752244258,Iris-versicolor
+16,5.108947716173056,3.0540000000342116,4.899491310184909,1.665427475135554,Iris-versicolor
+17,6.179375988883882,3.0540000000136334,4.908637074266446,1.6654334850640524,Iris-versicolor
+18,5.108947716173684,3.0540000000321563,4.899491420450775,1.6654274751389826,Iris-versicolor
+19,5.108947716173665,3.054000000057437,4.899491413240139,1.665427475142609,Iris-versicolor
+20,6.189843591282145,3.054000000005246,5.030862810020773,1.6676544317331008,Iris-virginica
+21,5.108947716173205,3.0540000000297387,4.899491345342911,1.665427475136415,Iris-versicolor
+22,5.108947716173049,3.054000000032064,4.8994913074345545,1.665427475135623,Iris-versicolor
+23,6.194406829697451,3.054000000003765,5.036131867942943,1.6682233240055337,Iris-virginica
+24,5.108947716173202,3.054000000048365,4.899491345308422,1.6654274751371065,Iris-versicolor
+25,6.188877062714537,3.0540000000396756,5.0105295348346965,1.6698309432491274,Iris-virginica
+26,6.180045954324262,3.054000000010537,4.940401614913909,1.66581860705203,Iris-virginica
+27,6.19069252395926,3.0540000000217646,5.028907202526044,1.6692733907306838,Iris-virginica
+28,6.191943338225212,3.0540000000132106,5.032310251976862,1.669986985278724,Iris-virginica
+29,6.189855858835467,3.0540000000284273,5.001489963907014,1.6705273656453428,Iris-virginica
+30,5.108947716173151,3.054000000048452,4.899491332330066,1.6654274751368257,Iris-versicolor
+31,6.188814393336942,3.0540000000763072,5.034118728970334,1.6694548753264602,Iris-virginica
+0,5.1089477161730406,3.054000000029389,4.899491303688765,1.6654274751354654,Iris-versicolor
+1,6.185777776497892,3.0540000000979157,5.0235932950648134,1.6679600190369959,Iris-virginica
+2,6.179366488693033,3.0540000000292133,4.899493739172351,1.6654274752804987,Iris-versicolor
+3,6.17936648880991,3.05400000002396,4.899495815268407,1.6654274755059475,Iris-versicolor
+4,6.190615595886476,3.0540000000112935,5.0350347426597715,1.668346079034564,Iris-virginica
+5,6.183061374801049,3.054000000023345,4.974387434978831,1.6673191194286876,Iris-virginica
+6,6.191509376663736,3.054000000022488,5.048903443306487,1.6690833343330966,Iris-virginica
+7,6.180055331811157,3.0540000013234327,4.938703607738098,1.6670815169169333,Iris-virginica
+8,6.190903458110653,3.054000000025029,5.030165228344635,1.6694504230303155,Iris-virginica
+9,5.1089477161730485,3.0540000000295766,4.899491307997298,1.6654274751355087,Iris-versicolor
+10,6.180707678053052,3.0540000000995478,4.950237149471615,1.6666964903643071,Iris-virginica
+11,6.179366491088859,3.0540000000216794,4.899520003275322,1.6654274770792958,Iris-versicolor
+12,5.108947716173054,3.054000000033284,4.899491308876501,1.6654274751356701,Iris-versicolor
+13,6.179366490366986,3.05400000001761,4.899514795227112,1.6654274777739058,Iris-versicolor
+14,5.1089477161730645,3.0540000000354435,4.899491311672949,1.6654274751358933,Iris-versicolor
+15,6.194395744558906,3.0540000000056624,5.03774078574923,1.6696447967318313,Iris-virginica
+16,6.194391844542239,3.0540000000047076,5.045609653636269,1.6690832054583524,Iris-virginica
+17,6.179366488819854,3.054000000182354,4.89949556414987,1.6654274755220906,Iris-versicolor
+18,5.108947716173038,3.054000000028249,4.899491303343986,1.6654274751353912,Iris-versicolor
+19,6.1829057757091705,3.054000000233454,4.974949304901387,1.6684844572715003,Iris-virginica
+20,6.1892567335899304,3.0540000000202485,5.059351672470062,1.6674967636794382,Iris-virginica
+21,6.194633508928647,3.054000000007624,5.087397655101262,1.6679410403956805,Iris-virginica
+22,6.179366488630013,3.0540000000265715,4.899491763782995,1.6654274751459568,Iris-versicolor
+23,6.179368073075677,3.0540000000240273,4.902608408934387,1.6654287434866546,Iris-versicolor
+24,6.194053724112567,3.054000000006364,5.033474539007037,1.6696313007728665,Iris-virginica
+25,5.1089477161732,3.0540000000656358,4.899491343891841,1.6654274751374532,Iris-versicolor
+26,6.183163486356506,3.054000000490215,4.977281230795667,1.669812079004539,Iris-virginica
+27,6.179366492351772,3.054000000474484,4.899524556975338,1.6654274857712825,Iris-versicolor
+28,6.179366961754429,3.0540000000353316,4.900757215600266,1.66542851329357,Iris-versicolor
+29,6.179366505034032,3.0540000001699363,4.899594535100947,1.6654275090284825,Iris-versicolor
+30,5.108947716173059,3.0540000000290766,4.899491310502424,1.6654274751358418,Iris-versicolor
+31,5.108947716174117,3.05400000004225,4.8994914620309205,1.6654274751433498,Iris-versicolor
+0,6.186315289985656,3.054000000148225,5.001280924532821,1.669853516313093,Iris-virginica
+1,6.179370874353968,3.054000002192777,4.903814618902357,1.665451320752499,Iris-versicolor
+2,6.194556957332267,3.0540000000053458,5.035352028760279,1.669526502359491,Iris-virginica
+3,6.179367780842899,3.0540000040471895,4.901200395973427,1.665438846307016,Iris-versicolor
+4,6.185670843952936,3.054000000217592,5.00389167798533,1.6697802408252655,Iris-virginica
+5,6.179366491782077,3.054000000045922,4.899525931604408,1.6654274811945984,Iris-versicolor
+6,6.180377638881103,3.05400000043721,4.9433563628301895,1.6672044472115373,Iris-virginica
+7,6.193612171671313,3.054000000005044,5.0356461772012056,1.669504483946323,Iris-virginica
+8,6.179366488691557,3.0540000000337204,4.899493569431691,1.6654274751932059,Iris-versicolor
+9,6.179563273840325,3.054000000036717,4.924692161801959,1.6656362010502632,Iris-virginica
+10,5.10894771617324,3.0540000000381773,4.899491353864469,1.66542747513741,Iris-versicolor
+11,6.193918608125746,3.0540000000056393,5.041501568430874,1.6694784822431992,Iris-virginica
+12,6.183358905845597,3.054000000263138,4.977840674390678,1.6690976687935615,Iris-virginica
+13,5.1089477161730406,3.0540000000317504,4.899491303401035,1.6654274751354698,Iris-versicolor
+14,6.1793673828343,3.054000000147678,4.901359562356894,1.6654302793398401,Iris-versicolor
+15,6.189863762748403,3.0540000000105767,5.039487441417667,1.6679014475049438,Iris-virginica
+16,6.194028788825449,3.0540000000048924,5.0420646890377325,1.6692944107724164,Iris-virginica
+17,6.179366488646746,3.054000000027213,4.899492299404492,1.6654274751801812,Iris-versicolor
+18,6.179366488628373,3.0540000000180787,4.899491683699057,1.6654274751562466,Iris-versicolor
+19,6.187986746217368,3.0540000000410594,5.005292381869063,1.6693711095975927,Iris-virginica
+20,6.1793697516916115,3.0540000000616225,4.9043968894400685,1.665431461892985,Iris-versicolor
+21,6.179366488645229,3.054000000032576,4.899492298735123,1.6654274751632736,Iris-versicolor
+22,6.179366490241719,3.054000000030614,4.899513698751635,1.6654274780099603,Iris-versicolor
+23,6.179665398446092,3.0540000002454235,4.931063361814706,1.665748926496642,Iris-virginica

iris/lct_gan/0/14/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/lct_gan/0/14/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/lct_gan/0/14/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/lct_gan/0/15/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366526886624,3.0540000000328775,4.8997157905684245,1.6654276020363699,Iris-versicolor
+1,6.193925908979258,3.05400000000463,5.047805580119578,1.6689610330165754,Iris-virginica
+2,6.1891679883411514,3.0540000000090624,5.054373073470128,1.667221046360148,Iris-virginica
+3,5.108947716173106,3.0540000000451437,4.899491322736185,1.6654274751363962,Iris-versicolor
+4,6.179417815471531,3.0540000000346086,4.91411544515,1.6655063724393016,Iris-virginica
+5,6.195795857514408,3.054000000004708,5.053773495415873,1.6683624946590139,Iris-virginica
+6,6.1807327046705565,3.054000000238962,4.948407332677244,1.6672817893908556,Iris-virginica
+7,6.179403744404513,3.054000001369726,4.910671529589623,1.665632803062189,Iris-versicolor
+8,6.1803000690554875,3.054000000679625,4.9452752002064475,1.6669322517208958,Iris-virginica
+9,6.194203229864139,3.054000000005647,5.049888157084618,1.6691554776807669,Iris-virginica
+10,6.180887725365702,3.054000000022079,4.965262110882,1.666052955145132,Iris-virginica
+11,5.108947716173238,3.054000000062143,4.899491351708611,1.6654274751386322,Iris-versicolor
+12,6.191837597158355,3.054000000020162,5.046596180906638,1.6692972949565636,Iris-virginica
+13,5.108947716173038,3.0540000000283887,4.89949130312992,1.6654274751353524,Iris-versicolor
+14,6.179366488990811,3.05400000002108,4.899498979232516,1.6654274754096827,Iris-versicolor
+15,6.188986231111022,3.0540000000119076,5.012951309889213,1.6686411453061432,Iris-virginica
+16,6.179388918639018,3.054000000029579,4.912078144520037,1.665443481114912,Iris-versicolor
+17,6.186482301192808,3.054000000058549,4.998074945407429,1.669165083335351,Iris-virginica
+18,5.108947716173074,3.0540000000504017,4.899491315663777,1.6654274751359186,Iris-versicolor
+19,6.179783117497528,3.0540000000020635,4.93307071637242,1.6656763034372069,Iris-virginica
+20,6.187624122054085,3.054000000171058,4.994619980051246,1.6744746077852395,Iris-virginica
+21,6.188133087475617,3.0540000001111016,5.020380149518371,1.6701030630870315,Iris-virginica
+22,6.195801779348798,3.0540000000055114,5.033215697383949,1.6694309865981765,Iris-virginica
+23,6.181298405347521,3.0540000000027465,4.961248239725055,1.66602449763384,Iris-virginica
+24,6.180522178194306,3.0540000000879006,4.948496115629114,1.6664744313294069,Iris-virginica
+25,5.108947716173157,3.054000000035277,4.899491333042702,1.6654274751372091,Iris-versicolor
+26,6.179366816204773,3.054000001451927,4.900180885471004,1.6654285166941238,Iris-versicolor
+27,5.108947716173139,3.0540000000308836,4.8994913307456205,1.6654274751369154,Iris-versicolor
+28,6.179404300355365,3.0540000000290277,4.912376406930639,1.6654759556036758,Iris-virginica
+29,6.183667791836777,3.054000000018345,5.005271770591771,1.6666655608335463,Iris-virginica
+30,6.180230777091938,3.0540000000703014,4.948022181319813,1.6660953617671295,Iris-virginica
+31,6.191587457869799,3.0540000000202374,5.031112296525284,1.6703281987005745,Iris-virginica
+0,6.190673795652549,3.0540000000125347,5.015746989522578,1.6688925132515056,Iris-virginica
+1,6.188957746488033,3.0540000000667127,5.018673178062828,1.670586509772777,Iris-virginica
+2,5.108947716173057,3.0540000000379695,4.899491310606026,1.66542747513552,Iris-versicolor
+3,5.108947716174036,3.054000000039068,4.89949145577899,1.6654274751414848,Iris-versicolor
+4,5.108947716173035,3.054000000029251,4.899491301585368,1.6654274751353377,Iris-versicolor
+5,6.1942495183351145,3.054000000005754,5.0438716527032,1.668794954458448,Iris-virginica
+6,5.108947716173034,3.054000000028344,4.899491301655322,1.6654274751353288,Iris-versicolor
+7,6.186817570162313,3.054000000070462,5.013080292961251,1.6691136590497895,Iris-virginica
+8,5.10894771617306,3.05400000003795,4.899491311444551,1.665427475135694,Iris-versicolor
+9,6.193299209625887,3.054000000009973,5.045381916531765,1.6693375446598806,Iris-virginica
+10,6.1793684691510355,3.054000000174267,4.902790062621599,1.6654308074652628,Iris-versicolor
+11,6.190720287699653,3.054000000017217,5.030274375563647,1.6690983812751374,Iris-virginica
+12,5.108947716173339,3.0540000000250043,4.899491364848409,1.6654274751386433,Iris-versicolor
+13,5.1089477161730485,3.0540000000319094,4.899491307959868,1.6654274751354459,Iris-versicolor
+14,6.17936702100137,3.0540000010832307,4.900550147226365,1.6654307056983675,Iris-versicolor
+15,5.108947716173047,3.0540000000287493,4.899491307425731,1.6654274751353615,Iris-versicolor
+16,6.180740359516465,3.0540000001740193,4.95470323367825,1.6666571004716844,Iris-virginica
+17,6.185610088330392,3.054000000048396,5.016489971038869,1.667821322691514,Iris-virginica
+18,6.193151838634957,3.054000000004896,5.0315769757707525,1.6685739728123303,Iris-virginica
+19,6.1855107871015695,3.0540000000708294,5.004584894773256,1.6682051257497337,Iris-virginica
+20,6.191990102171941,3.054000000016972,5.043558018600852,1.6693850827193761,Iris-virginica
+21,6.179369125530319,3.054000000006031,4.903203280507278,1.665429868377548,Iris-versicolor
+22,5.108947716173052,3.0540000000376235,4.899491308145106,1.6654274751356861,Iris-versicolor
+23,6.193830420619787,3.054000000006419,5.049328175695358,1.669082356761066,Iris-virginica
+24,6.187696641169878,3.0540000000618983,5.019814690131868,1.6691041712584997,Iris-virginica
+25,6.188647811591762,3.0540000000148897,5.033194085559215,1.6679571012067524,Iris-virginica
+26,6.179366488641192,3.0540000000292444,4.899492182077171,1.6654274751567428,Iris-versicolor
+27,6.179375813061449,3.0540000018792663,4.9058775382368855,1.6655009977112152,Iris-versicolor
+28,6.1793853908108325,3.0540000000376324,4.909750128577556,1.6654623113597378,Iris-versicolor
+29,6.179592492439792,3.0540000000701637,4.928011986029273,1.6656189166428268,Iris-virginica
+30,6.179410893248596,3.054000000016936,4.913597755650403,1.6654937125667095,Iris-virginica
+31,6.1917360935425725,3.0540000000043004,5.024786647998161,1.6679686363120156,Iris-virginica
+0,5.108947716173121,3.0540000000303076,4.89949132961861,1.6654274751363738,Iris-versicolor
+1,6.195019238285421,3.0540000000062455,5.058433069864121,1.6689117804335851,Iris-virginica
+2,5.108947716173048,3.054000000029541,4.899491306530435,1.6654274751356215,Iris-versicolor
+3,5.10894771617305,3.0540000000360403,4.89949130812035,1.6654274751355405,Iris-versicolor
+4,6.179373561885609,3.0540000000236756,4.906647349667321,1.665436487563534,Iris-versicolor
+5,6.195174802518374,3.0540000000051206,5.050876160162464,1.6690345735948577,Iris-virginica
+6,6.182616466490966,3.0540000000797236,4.971368845882368,1.6676241904179434,Iris-virginica
+7,6.179495461921424,3.0540000003741254,4.920382300571454,1.66568358822486,Iris-virginica
+8,6.179881584770114,3.0540000000232306,4.934002882649613,1.6658828335497389,Iris-virginica
+9,6.188558572740588,3.0540000000161847,5.02145458738831,1.6682114059465214,Iris-virginica
+10,6.188126908382351,3.054000000008559,5.009041758309876,1.667922021786881,Iris-virginica
+11,6.181542644065632,3.054000000486253,4.956493988475167,1.6689412752132389,Iris-virginica
+12,6.1793670582443365,3.054000000032644,4.901016191574207,1.6654280188949433,Iris-versicolor
+13,6.191610753393027,3.054000000019324,5.039359608975186,1.6692614987728858,Iris-virginica
+14,6.179367962107528,3.054000000016292,4.902408371751295,1.6654289118860033,Iris-versicolor
+15,6.181672521801607,3.0540000010122736,4.9661563501577435,1.6684747045936714,Iris-virginica
+16,6.179368321547482,3.0540000000905057,4.902333931217075,1.6654330670407795,Iris-versicolor
+17,6.17936731608601,3.054000000022457,4.90154247591312,1.6654280640488368,Iris-versicolor
+18,6.1793664927152845,3.054000000075587,4.899528813598138,1.6654274794287964,Iris-versicolor
+19,6.184321517315663,3.0540000001817287,4.993141152172604,1.668876947140005,Iris-virginica
+20,6.188902883418382,3.0540000000394762,5.0317208044654524,1.6690815043932963,Iris-virginica
+21,6.179660570615528,3.054000000018994,4.930589680768977,1.6656314783108757,Iris-virginica
+22,6.182928326994323,3.0540000000055185,4.9728821238601,1.6667546008428837,Iris-virginica
+23,5.108947716173053,3.054000000032061,4.899491308898886,1.6654274751356353,Iris-versicolor
+24,6.179366488626135,3.0540000000527243,4.899491585175464,1.665427475149814,Iris-versicolor
+25,6.179366587657364,3.054000000200384,4.899867225377873,1.6654276168923232,Iris-versicolor
+26,6.183136771869792,3.0540000002834224,4.966919386396813,1.6709399071597575,Iris-virginica
+27,6.179366503308622,3.054000000057735,4.899585389148327,1.6654274934877238,Iris-versicolor
+28,6.179366488639078,3.054000000080136,4.899492144190708,1.6654274751766085,Iris-versicolor
+29,6.195352279072361,3.0540000000037106,5.0544230383079825,1.6689350904490148,Iris-virginica
+30,5.108947716173054,3.054000000027418,4.89949131010284,1.6654274751354314,Iris-versicolor
+31,6.179366489023181,3.054000000063088,4.899498813378678,1.6654274755981933,Iris-versicolor
+0,6.179366488624154,3.054000000032416,4.899491474266354,1.6654274751450358,Iris-versicolor
+1,5.1089477161739545,3.054000000055099,4.899491448141471,1.6654274751439047,Iris-versicolor
+2,5.108947716176346,3.0540000001310887,4.899491623881319,1.6654274751559082,Iris-versicolor
+3,5.108947716173231,3.0540000000379512,4.899491353176852,1.6654274751376057,Iris-versicolor
+4,5.1089477161730725,3.0540000000325067,4.899491315361079,1.665427475135972,Iris-versicolor
+5,6.179366488633951,3.0540000000709595,4.8994919267952355,1.6654274751601936,Iris-versicolor
+6,5.108947716173044,3.0540000000293324,4.899491306136401,1.665427475135432,Iris-versicolor
+7,6.1793771251698155,3.0540000000281458,4.907329533856349,1.6654545810098325,Iris-versicolor
+8,6.185533708239929,3.0540000000065826,5.003251215061253,1.6670769186171228,Iris-virginica
+9,5.108947716173192,3.054000000043451,4.899491342840003,1.6654274751371725,Iris-versicolor
+10,6.17936648865256,3.054000000074811,4.899492452045954,1.665427475184805,Iris-versicolor
+11,6.1793691748397,3.0540000000083487,4.9044221055806245,1.6654294212676073,Iris-versicolor
+12,5.108947716173045,3.054000000035918,4.899491306513024,1.6654274751354616,Iris-versicolor
+13,6.188923425086436,3.0540000000614245,5.025507292292823,1.6697397876140456,Iris-virginica
+14,5.108947716173512,3.054000000024993,4.8994913914801375,1.665427475137332,Iris-versicolor
+15,6.193923693345907,3.054000000005613,5.0469565155608125,1.6691935675086251,Iris-virginica
+16,6.183543235664483,3.0540000000181737,4.990595903310399,1.6668789273485212,Iris-virginica
+17,6.179366489117907,3.054000000023019,4.89949989749464,1.6654274755303202,Iris-versicolor
+18,6.189211084431662,3.054000000036485,5.029901459025398,1.6691075211861843,Iris-virginica
+19,6.18869969004015,3.05400000002434,5.014616133283788,1.6685217799683658,Iris-virginica
+20,6.179366490175873,3.0540000005588044,4.899507847571999,1.665427478517028,Iris-versicolor
+21,6.191807822057918,3.054000000009389,5.028737447145769,1.6690093508498394,Iris-virginica
+22,6.179366489913531,3.0540000001791263,4.899508947262736,1.6654274781011353,Iris-versicolor
+23,5.108947716173164,3.0540000000500935,4.899491338336431,1.6654274751368852,Iris-versicolor

iris/lct_gan/0/15/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/lct_gan/0/15/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/lct_gan/0/15/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/lct_gan/0/16/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.191965316081028,3.0540000000174556,5.040438199117006,1.6696927161137503,Iris-virginica
+1,6.17936650688786,3.0540000000232093,4.89962201787474,1.6654274867692114,Iris-versicolor
+2,6.179604404366706,3.0540000005505368,4.9254903688469485,1.6659616601336458,Iris-virginica
+3,6.179395333250627,3.054000000012371,4.911207716710043,1.6654561623699804,Iris-virginica
+4,6.185496611370625,3.054000000017273,5.0100138276697175,1.6673962001880347,Iris-virginica
+5,5.108947716173088,3.054000000032774,4.899491317862181,1.6654274751362148,Iris-versicolor
+6,6.1793669508102065,3.0540000006984425,4.900497476415772,1.6654310412709816,Iris-versicolor
+7,6.179366488627984,3.05400000004261,4.899491655993797,1.6654274751512206,Iris-versicolor
+8,6.179366488721086,3.05400000002477,4.899494114830695,1.665427475297965,Iris-versicolor
+9,6.179368492250351,3.0540000014649595,4.902126197049203,1.6654412725513854,Iris-versicolor
+10,6.1793664886791095,3.0540000011285167,4.899492848434309,1.6654274754300704,Iris-versicolor
+11,6.19501026420345,3.054000000005533,5.072103662117441,1.6684066114203178,Iris-virginica
+12,6.185498860468546,3.05400000002916,4.996804687896367,1.667758513178754,Iris-virginica
+13,6.179366488771061,3.0540000000325715,4.899495101488281,1.665427475260367,Iris-versicolor
+14,5.10894771617328,3.0540000000311514,4.899491362270271,1.66542747513718,Iris-versicolor
+15,6.179475228417171,3.054000000010643,4.919977066350847,1.6655272737064912,Iris-virginica
+16,5.108947716173046,3.0540000000318313,4.899491306027312,1.665427475135559,Iris-versicolor
+17,6.179366492433394,3.0540000000293115,4.899529133841717,1.6654274792933932,Iris-versicolor
+18,6.179366489389899,3.054000000051415,4.8995030227710465,1.6654274762798502,Iris-versicolor
+19,6.193171358239295,3.0540000000103302,5.015767913470945,1.6711872651022028,Iris-virginica
+20,6.180854353172666,3.0540000005971826,4.958681404051802,1.6670153432023875,Iris-virginica
+21,6.1793664886279425,3.054000000062424,4.899491689111545,1.6654274751572,Iris-versicolor
+22,5.108947716173092,3.0540000000318672,4.899491320785405,1.6654274751361808,Iris-versicolor
+23,6.179366488627648,3.054000000018697,4.899491666386141,1.6654274751546616,Iris-versicolor
+24,6.190377811298559,3.0540000000413436,5.0157988428937275,1.6710601819617104,Iris-virginica
+25,6.179366488936897,3.0540000004849914,4.899496632629606,1.6654274756855105,Iris-versicolor
+26,5.108947716173071,3.0540000000353107,4.899491314703174,1.6654274751360316,Iris-versicolor
+27,6.179562785052819,3.0540000000059107,4.9277695158636945,1.6655188027856176,Iris-virginica
+28,6.179375805487122,3.0540000000126635,4.907812653660169,1.66543586166888,Iris-versicolor
+29,6.179366488826321,3.054000000054198,4.899495929757471,1.6654274755977445,Iris-versicolor
+30,6.193802094256324,3.054000000004384,5.039507577434925,1.6691956931262404,Iris-virginica
+31,5.108947716173039,3.0540000000297836,4.899491303263953,1.6654274751354166,Iris-versicolor
+0,6.179366488661272,3.0540000000965817,4.899492608060118,1.6654274752052172,Iris-versicolor
+1,6.187303729479941,3.054000000113541,4.993229656847216,1.671699243269673,Iris-virginica
+2,6.193182599545828,3.0540000000079077,5.048064221633177,1.668640977279578,Iris-virginica
+3,6.1947903587588,3.054000000006187,5.057715839937602,1.6689967668020387,Iris-virginica
+4,6.186576307350736,3.0540000000254386,5.041995638757434,1.6671367231256629,Iris-virginica
+5,5.1089477161732075,3.0540000000567478,4.899491343285848,1.6654274751373281,Iris-versicolor
+6,6.1870168161157375,3.0540000000165346,5.01334108565185,1.667937199031076,Iris-virginica
+7,5.108947716173047,3.0540000000313112,4.899491306338339,1.6654274751356082,Iris-versicolor
+8,5.108947716173464,3.054000000029877,4.899491381993451,1.6654274751396858,Iris-versicolor
+9,6.179369892054618,3.0540000001729446,4.904166268335733,1.6654388042223132,Iris-versicolor
+10,6.191566680555403,3.054000000020188,5.039303315674765,1.6695354905572315,Iris-virginica
+11,6.179366488631029,3.0540000000512086,4.899491782710864,1.6654274751570002,Iris-versicolor
+12,5.108947716173036,3.0540000000295477,4.89949130213111,1.6654274751353655,Iris-versicolor
+13,6.1943934703625585,3.0540000000060616,5.034277065602934,1.669452834945622,Iris-virginica
+14,6.1793664890442255,3.0540000000658525,4.899499232467079,1.6654274755315235,Iris-versicolor
+15,6.179366675682918,3.0540000000115946,4.900237747832782,1.6654279309372653,Iris-versicolor
+16,6.1793664946018225,3.0540000000734464,4.899540932719861,1.6654274813456644,Iris-versicolor
+17,6.192592076786109,3.0540000000122354,5.043152971982892,1.6693385564897547,Iris-virginica
+18,6.179366533791791,3.0540000001010847,4.899708300435103,1.6654276160743577,Iris-versicolor
+19,6.180087037791092,3.0540000001248675,4.94235134419242,1.6661560992921123,Iris-virginica
+20,6.179815648718968,3.054000000010348,4.935844934263166,1.6656676523886436,Iris-virginica
+21,5.108947716173053,3.05400000003731,4.899491308845747,1.6654274751356908,Iris-versicolor
+22,5.1089477161731205,3.0540000000544616,4.899491327942847,1.6654274751366582,Iris-versicolor
+23,6.179366488642292,3.0540000003499626,4.8994921037654136,1.6654274752203864,Iris-versicolor
+24,6.180797228455879,3.0540000002083634,4.9571218194877975,1.6666335354596287,Iris-virginica
+25,6.1793664888772515,3.054000000087035,4.899496446855964,1.665427475663699,Iris-versicolor
+26,5.108947716173346,3.0540000000660887,4.899491370541246,1.665427475138868,Iris-versicolor
+27,6.179366490877514,3.054000000063986,4.899514928735218,1.665427477506558,Iris-versicolor
+28,6.179366488787824,3.054000000029916,4.899495776184523,1.6654274752691245,Iris-versicolor
+29,5.108947716173091,3.054000000041881,4.899491319718873,1.665427475136149,Iris-versicolor
+30,5.108947716173068,3.0540000000341,4.899491313100433,1.6654274751358749,Iris-versicolor
+31,5.1089477161730485,3.0540000000331324,4.899491306336381,1.6654274751356055,Iris-versicolor
+0,6.184680990580603,3.054000000053695,4.998408577951761,1.6678201976884073,Iris-virginica
+1,5.108947716173236,3.0540000000237546,4.899491347954672,1.6654274751376978,Iris-versicolor
+2,6.187342929039677,3.05400000009559,4.992103234284277,1.6719296235959045,Iris-virginica
+3,6.179366509202727,3.0540000001315954,4.899608739259356,1.6654275048856506,Iris-versicolor
+4,6.191474152415949,3.0540000000162832,5.0116331011420225,1.6718495980894372,Iris-virginica
+5,6.181808083808389,3.054000000046011,4.972004756315587,1.6666231416707311,Iris-virginica
+6,6.1793664886328035,3.054000000025669,4.899491896792964,1.6654274751505844,Iris-versicolor
+7,5.108947716173091,3.054000000033439,4.899491320722938,1.6654274751359568,Iris-versicolor
+8,6.189417140424916,3.0540000000209564,5.06180769126076,1.6675448209083936,Iris-virginica
+9,5.108947716173038,3.054000000032052,4.899491302770883,1.665427475135398,Iris-versicolor
+10,6.179366488626162,3.0540000000640743,4.899491588512718,1.6654274751554825,Iris-versicolor
+11,6.189248980964734,3.0540000000453227,5.013816470754941,1.6696768632967272,Iris-virginica
+12,6.179700255498664,3.054000000027543,4.9316579715255715,1.6657224284116419,Iris-virginica
+13,6.18057860372818,3.054000000037104,4.9596310111215836,1.6659549540588467,Iris-virginica
+14,6.179366499727999,3.054000000012368,4.899585876133527,1.6654275009720996,Iris-versicolor
+15,6.193032565332935,3.054000000006066,5.041320419316611,1.669232201383663,Iris-virginica
+16,6.192898872984662,3.0540000000126843,5.057516756010451,1.6687391172324784,Iris-virginica
+17,6.189189796085407,3.0540000000396423,5.039704972938269,1.6688128968000013,Iris-virginica
+18,6.179366488627221,3.0540000000584375,4.899491671130811,1.6654274751557214,Iris-versicolor
+19,5.108947716173395,3.054000000027022,4.899491378827177,1.6654274751394738,Iris-versicolor
+20,6.179366506414538,3.054000000013841,4.899621311445742,1.6654275097045539,Iris-versicolor
+21,6.181197809458178,3.0540000002896837,4.96367166568285,1.6670496904628147,Iris-virginica
+22,6.179366489195693,3.054000000105794,4.899500835580385,1.6654274757303578,Iris-versicolor
+23,6.1915965030639795,3.054000000017647,5.035473620288094,1.66940763865442,Iris-virginica
+24,6.180980498389113,3.054000000036117,4.963246339218935,1.6662504679254628,Iris-virginica
+25,5.108947716174262,3.0540000000476786,4.899491477248349,1.6654274751433487,Iris-versicolor
+26,5.108947716173039,3.0540000000315026,4.899491303244875,1.66542747513542,Iris-versicolor
+27,6.179366488631677,3.054000000019055,4.899491837634456,1.6654274751472957,Iris-versicolor
+28,6.180819049707969,3.0540000000192977,4.955628596232843,1.6661969228143059,Iris-virginica
+29,5.108947716173815,3.0540000000585548,4.89949143093292,1.6654274751420335,Iris-versicolor
+30,6.183213527042302,3.054000000509389,4.976641280652153,1.6698459061778854,Iris-virginica
+31,6.179725994044378,3.054000000123711,4.933153977553097,1.6658013663845188,Iris-virginica
+0,6.179691625191067,3.054000001163623,4.9277935133687345,1.6663238238580476,Iris-virginica
+1,6.191889835350861,3.0540000000201495,5.025586147938048,1.6701990784418952,Iris-virginica
+2,6.193641561929204,3.0540000000079073,5.030011644312381,1.6700027340987222,Iris-virginica
+3,6.180365079645715,3.0540000000171226,4.954816301792549,1.6658439793692394,Iris-virginica
+4,6.179366488625059,3.0540000001023984,4.899491534240555,1.6654274751517268,Iris-versicolor
+5,6.191001259708469,3.0540000000140544,5.047807818844477,1.6684014649950132,Iris-virginica
+6,6.179383027826349,3.0540000015820272,4.908626915583206,1.665487646118218,Iris-versicolor
+7,5.108947716173036,3.054000000028202,4.8994913021456075,1.6654274751353573,Iris-versicolor
+8,6.1876930221161555,3.0540000000158827,5.0359039807563235,1.6674670040132455,Iris-virginica
+9,6.196337725579239,3.054000000004324,5.096757426223876,1.667795221477512,Iris-virginica
+10,6.179366770087312,3.0540000001378,4.9002967265380475,1.6654278376115406,Iris-versicolor
+11,6.183930822653435,3.054000000096863,4.989205924044553,1.6679213708878569,Iris-virginica
+12,5.108947716173835,3.0540000000985397,4.899491436856989,1.6654274751427254,Iris-versicolor
+13,6.1877095605851204,3.0540000000071905,5.0102628639278795,1.6676198298838791,Iris-virginica
+14,5.108947716173156,3.0540000000371976,4.899491336267429,1.6654274751363853,Iris-versicolor
+15,6.180720713548519,3.054000000150058,4.953587685815314,1.6666612070287012,Iris-virginica
+16,6.179366488632058,3.0540000000706864,4.899491885025336,1.6654274751779061,Iris-versicolor
+17,5.108947716173166,3.0540000000360417,4.8994913354462035,1.6654274751372267,Iris-versicolor
+18,5.108947716173048,3.054000000032549,4.899491306249885,1.6654274751356204,Iris-versicolor
+19,6.1805286535884445,3.0540000000697543,4.954006077234775,1.6661806019596934,Iris-virginica
+20,6.181829136334008,3.054000000032107,4.980784622648014,1.6664019319448644,Iris-virginica
+21,5.108947716173072,3.054000000046588,4.899491314785718,1.6654274751360247,Iris-versicolor
+22,6.185490511755711,3.0540000001269254,5.001771186525682,1.6694344833451897,Iris-virginica
+23,6.187227564120464,3.054000000108206,4.994399102950137,1.6716412679872283,Iris-virginica

iris/lct_gan/0/16/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/lct_gan/0/16/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/lct_gan/0/16/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/lct_gan/0/17/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179393663736821,3.054000000028939,4.912928225259797,1.665446523502621,Iris-versicolor
+1,6.184044937531554,3.0540000000027225,5.012582833280234,1.666179405484122,Iris-virginica
+2,6.179366488629948,3.0540000001617593,4.899491731822139,1.665427475165995,Iris-versicolor
+3,5.108947716173206,3.054000000034669,4.899491348481692,1.6654274751369338,Iris-versicolor
+4,6.179366490186591,3.0540000000636662,4.899512747118591,1.665427477422392,Iris-versicolor
+5,6.19272584582402,3.0540000000115097,5.015471801455665,1.6711865754591892,Iris-virginica
+6,6.1793673561169244,3.0540000037053203,4.900753779052018,1.6654341894117006,Iris-versicolor
+7,6.179366488629067,3.05400000006675,4.899491699426599,1.665427475152584,Iris-versicolor
+8,6.181576857578853,3.054000000005382,4.961357080526414,1.6663278485428974,Iris-virginica
+9,6.179366499484293,3.054000000310661,4.899561992716789,1.6654274893340966,Iris-versicolor
+10,6.193304646224023,3.05400000000683,5.039431923541513,1.669477387623537,Iris-virginica
+11,6.179366488640498,3.054000000173877,4.899492066727183,1.6654274751865215,Iris-versicolor
+12,5.108947716173057,3.0540000000347596,4.899491309969473,1.6654274751357563,Iris-versicolor
+13,6.179366488743636,3.0540000000744887,4.899494549861618,1.6654274754648557,Iris-versicolor
+14,5.108947716174196,3.0540000000318663,4.899491470683394,1.6654274751397147,Iris-versicolor
+15,6.179366506687318,3.05400000012507,4.899596988567365,1.6654275080844543,Iris-versicolor
+16,5.108947716173201,3.05400000004423,4.8994913452673625,1.6654274751369476,Iris-versicolor
+17,6.179369470393353,3.0540000001379504,4.9036473230709285,1.6654367665553065,Iris-versicolor
+18,6.194686822170439,3.0540000000042085,5.037477441662656,1.668321933168539,Iris-virginica
+19,5.108947716173722,3.0540000001301273,4.899491414257992,1.66542747514236,Iris-versicolor
+20,6.179366489065374,3.054000001664312,4.89949778106184,1.6654274768758452,Iris-versicolor
+21,6.179654213981395,3.054000000199061,4.928341797733063,1.6658501170799078,Iris-virginica
+22,6.1927910836072995,3.054000000011025,5.033070355361244,1.6697576905998621,Iris-virginica
+23,6.191444781679055,3.054000000023017,5.020907212896811,1.6709011166774357,Iris-virginica
+24,6.179720960459002,3.054000000221297,4.935402601619459,1.6657688880627763,Iris-virginica
+25,6.183025561785998,3.0540000000636662,4.9983680745406485,1.666755488895907,Iris-virginica
+26,6.179366550736773,3.0540000022229834,4.899699433669662,1.6654278394566393,Iris-versicolor
+27,6.193363154840181,3.054000000004453,5.0258896139770215,1.669770384354328,Iris-virginica
+28,5.108947716173151,3.0540000000388985,4.899491331345303,1.6654274751369451,Iris-versicolor
+29,6.191380828098619,3.0540000000206207,5.031326651307759,1.6698042861608333,Iris-virginica
+30,6.179366491889029,3.0540000035121038,4.8995153311251824,1.6654274857530187,Iris-versicolor
+31,6.1930321372653205,3.054000000010212,5.0481862008731255,1.6690046595644539,Iris-virginica
+0,6.179468665363726,3.0540000001041827,4.917890033822981,1.6655990770947702,Iris-virginica
+1,6.179366641027573,3.054000000815527,4.899920624565508,1.6654282410362937,Iris-versicolor
+2,5.108947716173483,3.0540000000310172,4.8994913865788,1.665427475140362,Iris-versicolor
+3,6.1914378433583765,3.0540000000095753,5.05848744961756,1.6680295335030182,Iris-virginica
+4,6.180344765519301,3.0540000000491503,4.9568588568599345,1.6658949453286986,Iris-virginica
+5,6.179366489688897,3.0540000000439957,4.899507596152699,1.6654274759198984,Iris-versicolor
+6,6.183843126309747,3.054000000012582,4.981893960863392,1.667150715619441,Iris-virginica
+7,6.179366488873083,3.054000000026575,4.899497402465336,1.6654274753697442,Iris-versicolor
+8,6.179366489530448,3.0540000000434566,4.899505324785122,1.6654274759226328,Iris-versicolor
+9,6.179366488661531,3.0540000000642724,4.899492689183892,1.665427475200379,Iris-versicolor
+10,6.17936648930212,3.054000000850745,4.8995008594612495,1.665427477770279,Iris-versicolor
+11,6.187959611332004,3.054000000053916,5.037576333270394,1.6683809896122073,Iris-virginica
+12,5.108947716173046,3.054000000030029,4.899491305942807,1.6654274751355804,Iris-versicolor
+13,6.179367185807454,3.0540000000925556,4.901057352767094,1.665428900951221,Iris-versicolor
+14,6.189164765982009,3.054000000040825,5.030802802187975,1.669227822905014,Iris-virginica
+15,6.18544233532529,3.0540000000423855,5.02008858999395,1.667407864779789,Iris-virginica
+16,6.189049080360675,3.0540000000616927,4.998666550349259,1.6724608428442402,Iris-virginica
+17,6.187350386061178,3.0540000001339456,5.001371949336302,1.6713464886250873,Iris-virginica
+18,6.179466578185518,3.0540000000099896,4.920826520185101,1.665490668346945,Iris-virginica
+19,5.108947716173073,3.054000000034935,4.899491314217108,1.6654274751360085,Iris-versicolor
+20,6.189692449252575,3.054000000022599,5.03679902047002,1.6684990770100774,Iris-virginica
+21,6.1903950469460485,3.0540000000410656,5.0294611180964415,1.670162691310419,Iris-virginica
+22,6.179366490068017,3.0540000000129464,4.899511924230305,1.665427477396095,Iris-versicolor
+23,6.182522898858331,3.0540000000119836,4.9680397368874685,1.6669752947639003,Iris-virginica
+24,6.179367153243038,3.05400000027285,4.900885848382991,1.665429620290957,Iris-versicolor
+25,5.108947716173288,3.054000000041062,4.899491355524538,1.6654274751382834,Iris-versicolor
+26,6.1815360829185355,3.054000000382636,4.960232183798322,1.6681400325846645,Iris-virginica
+27,6.179844373999268,3.0540000003080534,4.935354809845579,1.6661158948580883,Iris-virginica
+28,5.108947716173298,3.054000000037243,4.899491362070092,1.6654274751377374,Iris-versicolor
+29,6.1793664886396975,3.054000000122259,4.899492038586357,1.6654274751896827,Iris-versicolor
+30,6.191784083129148,3.054000000020174,5.01350630104811,1.67104483526354,Iris-virginica
+31,6.1859100417217245,3.054000000140917,4.994579082674578,1.6700800234638655,Iris-virginica
+0,6.179366488709869,3.0540000000936134,4.899493988501771,1.6654274753461173,Iris-versicolor
+1,5.1089477161733745,3.054000000043468,4.899491374729297,1.6654274751396425,Iris-versicolor
+2,6.191387053902845,3.0540000000164573,5.048638848535611,1.6686819914629833,Iris-virginica
+3,6.193986362723501,3.05400000000855,5.0393059921391705,1.6693560104531242,Iris-virginica
+4,6.179469434820056,3.054000000165776,4.920065936850618,1.665563580998585,Iris-virginica
+5,6.19201984799088,3.0540000000148715,5.052257365877933,1.6686948720042618,Iris-virginica
+6,6.191402591223449,3.0540000000093204,5.037948186726988,1.6685005598852978,Iris-virginica
+7,6.192872021850958,3.0540000000072456,5.034978174208804,1.6696404937020042,Iris-virginica
+8,6.17936648862344,3.05400000002831,4.899491431688751,1.6654274751419211,Iris-versicolor
+9,6.179366488770008,3.054000000015601,4.899495147361845,1.6654274753167804,Iris-versicolor
+10,6.184487896879071,3.054000000119622,5.003792548747574,1.6679951312873007,Iris-virginica
+11,6.195123614276726,3.0540000000052525,5.037637016472715,1.6686413288303041,Iris-virginica
+12,6.191236086865085,3.054000000030545,5.005955119480555,1.6725023600877622,Iris-virginica
+13,6.179366489711523,3.05400000005315,4.899506425514025,1.6654274767457276,Iris-versicolor
+14,6.1924064334828826,3.054000000013836,5.019514288269434,1.6705440023144489,Iris-virginica
+15,5.1089477161730805,3.054000000030733,4.899491318079428,1.6654274751356193,Iris-versicolor
+16,6.179366491909356,3.054000000194209,4.899520901108484,1.6654274796360682,Iris-versicolor
+17,5.108947716173296,3.0540000000377185,4.8994913585047675,1.6654274751383968,Iris-versicolor
+18,6.179366488758233,3.0540000000231076,4.899494769275645,1.6654274753462233,Iris-versicolor
+19,6.181043582762225,3.0540000002657948,4.960797192938476,1.6668906599461728,Iris-virginica
+20,5.108947716173807,3.0540000000491085,4.8994914284932305,1.6654274751409504,Iris-versicolor
+21,6.17943725385457,3.0540000000977887,4.915911377779926,1.6655539343314487,Iris-virginica
+22,6.188153512714857,3.0540000000525276,5.019766626334153,1.6693650541159444,Iris-virginica
+23,6.180477935245123,3.0540000001079255,4.950558922402056,1.6663846597723722,Iris-virginica
+24,6.179366499524207,3.054000000027219,4.89957379608042,1.665427494270467,Iris-versicolor
+25,5.108947716173885,3.0540000001170404,4.899491439491943,1.6654274751439797,Iris-versicolor
+26,6.189571272653179,3.0540000000650886,5.007411466308873,1.6710497451465927,Iris-virginica
+27,6.19136290642746,3.05400000001466,5.028726603712872,1.6690295372840496,Iris-virginica
+28,6.18954553909665,3.054000000023664,5.036457508614587,1.6687448827459526,Iris-virginica
+29,5.108947716173041,3.0540000000307974,4.899491304556014,1.6654274751354785,Iris-versicolor
+30,6.179366516653349,3.0540000001581373,4.89963726734385,1.6654275517882173,Iris-versicolor
+31,5.108947716173071,3.0540000000484384,4.899491313824159,1.665427475135919,Iris-versicolor
+0,6.1793664891131845,3.0540000000596743,4.899500370068421,1.6654274758710892,Iris-versicolor
+1,6.1793664886276165,3.0540000000878047,4.899491663207761,1.6654274751588958,Iris-versicolor
+2,6.179366488714729,3.0540000000296614,4.899494166925429,1.6654274752218905,Iris-versicolor
+3,6.1797422223560465,3.0540000004124495,4.932242550748337,1.66597956561743,Iris-virginica
+4,6.185874843269542,3.054000000179646,5.013774835474536,1.66882499573227,Iris-virginica
+5,6.1793665162383515,3.0540000000370893,4.899660688728006,1.6654274917605434,Iris-versicolor
+6,6.179366564215624,3.054000000082939,4.899802107058485,1.6654276306661813,Iris-versicolor
+7,6.195205649879382,3.0540000000058574,5.08515914281748,1.6680283281571122,Iris-virginica
+8,5.108947716173047,3.0540000000302165,4.899491306179341,1.6654274751355673,Iris-versicolor
+9,6.179400825710192,3.0540000003260626,4.911805439843142,1.6655205065079506,Iris-versicolor
+10,6.179366488672892,3.0540000000147085,4.899492998200682,1.6654274752366216,Iris-versicolor
+11,6.179624843680238,3.054000000014835,4.928914417287193,1.6655950086572509,Iris-virginica
+12,6.1901155982723095,3.054000000037686,5.028640831783459,1.669705743066526,Iris-virginica
+13,6.1793664893974904,3.054000000052528,4.899502651839029,1.6654274763093682,Iris-versicolor
+14,6.179376141361727,3.0540000028320247,4.906033971093475,1.6655039317909937,Iris-versicolor
+15,6.179366490728188,3.0540000000329006,4.899519226681592,1.6654274776324298,Iris-versicolor
+16,6.179366488667031,3.054000000020821,4.899492914934641,1.6654274752276959,Iris-versicolor
+17,6.182778172866723,3.054000000262922,4.975057670442712,1.6683575331852805,Iris-virginica
+18,6.187679392973174,3.0540000000437293,5.0080148089228755,1.6689621533296202,Iris-virginica
+19,6.179366497075063,3.0540000000273033,4.899561924387166,1.6654274845059625,Iris-versicolor
+20,6.186295806634603,3.0540000000227887,5.015216374200722,1.667792590352791,Iris-virginica
+21,6.17936650355123,3.054000000093329,4.899588690338091,1.665427487725274,Iris-versicolor
+22,6.179366488661429,3.0540000000192777,4.899492713938132,1.6654274752140619,Iris-versicolor
+23,6.180088923353986,3.0540000000238434,4.9419749570052325,1.665881535982942,Iris-virginica

iris/lct_gan/0/17/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/lct_gan/0/17/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/lct_gan/0/17/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/lct_gan/0/18/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.1793665084946765,3.0540000001473646,4.899609369828976,1.6654275040451019,Iris-versicolor
+1,6.179676687356847,3.054000000003086,4.931689248013248,1.6655458660613096,Iris-virginica
+2,5.108947716173051,3.0540000000393484,4.899491308239233,1.6654274751356106,Iris-versicolor
+3,6.179386799037922,3.0540000004348498,4.910056918310062,1.6654736386270748,Iris-versicolor
+4,6.179366649543085,3.0540000000770635,4.900078591220287,1.665427647760254,Iris-versicolor
+5,6.193015561148715,3.054000000009491,5.051546326838708,1.6691406705436298,Iris-virginica
+6,6.193110208710884,3.0540000000046454,5.031790417553687,1.669412362566323,Iris-virginica
+7,5.1089477161730565,3.054000000042223,4.899491309764551,1.665427475135693,Iris-versicolor
+8,6.182160390600978,3.054000000187455,4.97271918470927,1.667583616080777,Iris-virginica
+9,5.108947716173074,3.0540000000336893,4.899491315161873,1.6654274751361007,Iris-versicolor
+10,6.179462110284261,3.054000000346916,4.917543727156606,1.6656382985657412,Iris-virginica
+11,6.193363087911043,3.0540000000087573,5.046492674273826,1.668813032200049,Iris-virginica
+12,5.108947716174081,3.054000000108655,4.89949145527484,1.6654274751445444,Iris-versicolor
+13,6.1793664886824615,3.0540000000771728,4.899493237324779,1.6654274752352505,Iris-versicolor
+14,6.190346013683221,3.054000000036052,5.020611250963647,1.6705071041701423,Iris-virginica
+15,5.108947716173085,3.05400000002806,4.8994913197080425,1.665427475135603,Iris-versicolor
+16,5.108947716173048,3.054000000029688,4.899491307204065,1.6654274751355544,Iris-versicolor
+17,6.187952696715396,3.05400000001012,5.008132798479902,1.6678772406681144,Iris-virginica
+18,5.10894771617309,3.054000000044594,4.899491319366703,1.6654274751361298,Iris-versicolor
+19,5.108947716173038,3.054000000030094,4.899491302445523,1.6654274751353866,Iris-versicolor
+20,5.108947716175687,3.054000000162025,4.899491619680804,1.665427475156587,Iris-versicolor
+21,5.10894771617305,3.054000000033852,4.899491307125531,1.6654274751356308,Iris-versicolor
+22,6.180339159681078,3.054000000118838,4.948158090056173,1.6663024650103224,Iris-virginica
+23,6.17936648862384,3.05400000003653,4.899491459998959,1.665427475143564,Iris-versicolor
+24,5.108947716173074,3.054000000040181,4.899491315832303,1.665427475135838,Iris-versicolor
+25,6.193830261663083,3.0540000000077785,5.046825956626554,1.6692082828836816,Iris-virginica
+26,6.17936653657375,3.05400000161367,4.899669324300057,1.6654276194997537,Iris-versicolor
+27,5.108947716173082,3.054000000026061,4.8994913190234515,1.6654274751358955,Iris-versicolor
+28,6.191541516593729,3.0540000000235588,5.016050855780528,1.670425046439466,Iris-virginica
+29,6.183600154713605,3.054000000525341,4.98227835243011,1.6699063223316708,Iris-virginica
+30,6.179366488648828,3.0540000001591787,4.8994924419017964,1.665427475240284,Iris-versicolor
+31,6.193008007916577,3.054000000012578,5.075414861313139,1.6681898965070265,Iris-virginica
+0,6.179366488653297,3.05400000042014,4.899492310688341,1.6654274752368898,Iris-versicolor
+1,6.192213709634557,3.054000000016397,5.04949858143147,1.6690563309958857,Iris-virginica
+2,5.1089477161739145,3.054000000091949,4.899491448483634,1.6654274751462723,Iris-versicolor
+3,6.179372360993558,3.0540000005731254,4.905332761260345,1.66545325998954,Iris-versicolor
+4,6.1889303376115095,3.0540000000405305,5.034352344291056,1.6688982102492929,Iris-virginica
+5,5.1089477161731045,3.0540000000427114,4.8994913219832315,1.6654274751364309,Iris-versicolor
+6,6.184630148836682,3.054000000221458,4.987798147541093,1.6700029318969847,Iris-virginica
+7,5.108947716173035,3.0540000000293523,4.89949130174725,1.6654274751353402,Iris-versicolor
+8,5.108947716173075,3.0540000000411593,4.89949131611805,1.665427475135772,Iris-versicolor
+9,6.179366488630565,3.0540000000961527,4.899491757722751,1.6654274751627975,Iris-versicolor
+10,6.180912600346877,3.0540000001218903,4.952413974878925,1.6669931298457774,Iris-virginica
+11,6.183198710604293,3.0540000002717083,4.984523105628559,1.6682773353700175,Iris-virginica
+12,5.108947716173036,3.054000000029768,4.899491301993983,1.665427475135354,Iris-versicolor
+13,5.108947716173036,3.054000000029885,4.899491301948274,1.6654274751353697,Iris-versicolor
+14,6.186328280513109,3.0540000000327354,4.997445557292843,1.668494654281714,Iris-virginica
+15,6.179366496802485,3.054000000101298,4.899551328098771,1.6654274876167423,Iris-versicolor
+16,6.179373634337027,3.0540000001026453,4.905856125349123,1.6654510891806933,Iris-versicolor
+17,6.181589582132699,3.054000000114938,4.968474781168407,1.6669301792233293,Iris-virginica
+18,5.108947716173142,3.054000000032884,4.899491331541083,1.6654274751367706,Iris-versicolor
+19,6.179366492174493,3.0540000000229863,4.8995282472054775,1.6654274819151302,Iris-versicolor
+20,6.18855650630344,3.0540000000052396,5.010168149605709,1.6676839022467822,Iris-virginica
+21,6.190750103236445,3.0540000000231826,5.038292625183686,1.6690384720558678,Iris-virginica
+22,6.179902484918652,3.0540000000266714,4.936504410715341,1.6658289626067275,Iris-virginica
+23,6.188987085851893,3.0540000000462975,5.015653638446295,1.6698710383843176,Iris-virginica
+24,6.179872709905362,3.0540000000461327,4.936103888447842,1.6658657877746905,Iris-virginica
+25,6.1793734714641415,3.0540000008644146,4.905892930252252,1.665459747453927,Iris-versicolor
+26,6.188248043151035,3.054000000033574,5.0034388427201995,1.6693674264715983,Iris-virginica
+27,6.187721057058995,3.0540000000222074,5.000296854857106,1.6692855881542523,Iris-virginica
+28,5.1089477161731365,3.054000000055488,4.899491331284765,1.6654274751366491,Iris-versicolor
+29,6.195438237001398,3.054000000004783,5.0439327986587115,1.6691631343087616,Iris-virginica
+30,5.108947716173045,3.0540000000301677,4.899491305181315,1.665427475135551,Iris-versicolor
+31,5.108947716173045,3.0540000000336156,4.8994913059099705,1.6654274751355511,Iris-versicolor
+0,6.179366488882996,3.0540000000688377,4.899497004443301,1.6654274756038343,Iris-versicolor
+1,6.1794758302892125,3.054000000015578,4.9199096325800085,1.6655554816440412,Iris-virginica
+2,6.179366488655743,3.054000000069053,4.899492717320186,1.6654274752386702,Iris-versicolor
+3,6.179366488624664,3.054000000059907,4.899491522570114,1.6654274751475582,Iris-versicolor
+4,6.179366488628605,3.054000000036249,4.899491701116099,1.6654274751590497,Iris-versicolor
+5,6.179366503009898,3.054000000361587,4.899580088133907,1.6654275231542055,Iris-versicolor
+6,6.183617063384367,3.0540000003911123,4.980378875646843,1.6702426254626372,Iris-virginica
+7,5.108947716173035,3.0540000000282452,4.89949130192713,1.665427475135319,Iris-versicolor
+8,6.179374861996922,3.0540000010665524,4.906285138205017,1.6654625159732463,Iris-versicolor
+9,6.18151900622775,3.0540000001641308,4.963588626498636,1.6673031004203411,Iris-virginica
+10,6.17936648863161,3.054000000030676,4.899491845880956,1.665427475166774,Iris-versicolor
+11,6.179367134203222,3.054000000156032,4.900912631591893,1.6654286586852896,Iris-versicolor
+12,6.1820419640222735,3.054000000272281,4.964620203417554,1.6683939541667685,Iris-virginica
+13,6.180362430890205,3.0540000000783074,4.962035764362753,1.6658293106908861,Iris-virginica
+14,5.1089477161730406,3.0540000000295504,4.899491304222488,1.6654274751354434,Iris-versicolor
+15,6.179366488650659,3.0540000000419,4.899492517415754,1.6654274751712512,Iris-versicolor
+16,5.108947716173048,3.054000000033889,4.899491307390866,1.6654274751354892,Iris-versicolor
+17,6.179366489023269,3.0540000001036582,4.899498819806145,1.6654274756048733,Iris-versicolor
+18,6.179369333039652,3.0540000036600015,4.902530439125403,1.665458934196558,Iris-versicolor
+19,6.195372794247632,3.054000000004678,5.060245486513143,1.6687291084364875,Iris-virginica
+20,6.1793742903568285,3.0540000000066256,4.906931630209106,1.665441034557827,Iris-versicolor
+21,5.108947716173047,3.0540000000334198,4.899491306173565,1.6654274751355536,Iris-versicolor
+22,6.184581606736125,3.054000000053001,4.994130943729001,1.667726717821785,Iris-virginica
+23,5.108947716173547,3.0540000000549905,4.899491397256419,1.6654274751394575,Iris-versicolor
+24,5.1089477161731,3.054000000036115,4.8994913212948505,1.6654274751362501,Iris-versicolor
+25,5.108947716173036,3.0540000000286764,4.899491302108709,1.6654274751353475,Iris-versicolor
+26,6.189532766786076,3.0540000000189003,5.041541265150611,1.667991295428421,Iris-virginica
+27,5.108947716173079,3.054000000031378,4.899491316560295,1.6654274751361064,Iris-versicolor
+28,5.108947716173051,3.054000000031366,4.899491308521563,1.665427475135596,Iris-versicolor
+29,6.179972989188507,3.0540000000032825,4.94020581403305,1.6657370157531068,Iris-virginica
+30,6.17936648870124,3.0540000000186556,4.899493693832946,1.6654274753072984,Iris-versicolor
+31,5.108947716173047,3.05400000003583,4.899491306573354,1.6654274751355287,Iris-versicolor
+0,6.1797634984145295,3.054000000019451,4.931695757825038,1.6657821980505914,Iris-virginica
+1,6.1798940930243225,3.054000001020005,4.933613306996465,1.6667527847693533,Iris-virginica
+2,5.108947716173036,3.054000000029085,4.899491302523699,1.6654274751353637,Iris-versicolor
+3,6.179366488673377,3.0540000000654173,4.899493067821713,1.6654274752188898,Iris-versicolor
+4,6.179374359498691,3.0540000000203227,4.9076797027921835,1.6654336949634392,Iris-versicolor
+5,6.179804809335854,3.0540000000219694,4.937838740783181,1.6656759406966049,Iris-virginica
+6,5.108947716173707,3.0540000000311216,4.899491410276285,1.665427475140939,Iris-versicolor
+7,5.1089477161731365,3.0540000000682386,4.899491329720521,1.665427475136892,Iris-versicolor
+8,6.179366488632475,3.054000000039502,4.89949185099812,1.6654274751618903,Iris-versicolor
+9,5.108947716173105,3.0540000000290495,4.899491325036195,1.6654274751358897,Iris-versicolor
+10,5.108947716173053,3.0540000000295384,4.8994913083058815,1.6654274751357516,Iris-versicolor
+11,6.179393748509373,3.0540000001173064,4.911197316488396,1.6654768581060406,Iris-versicolor
+12,6.1793664887101505,3.054000000263717,4.899493815451575,1.6654274753700975,Iris-versicolor
+13,5.108947716173241,3.054000000041937,4.899491350762197,1.6654274751381215,Iris-versicolor
+14,6.187916902175575,3.054000000014317,5.022554539218003,1.6679745672011503,Iris-virginica
+15,6.17936648878176,3.054000000185654,4.899494986256089,1.6654274754979035,Iris-versicolor
+16,6.186509697520119,3.054000000102603,5.004257478129904,1.6699689685079275,Iris-virginica
+17,5.108947716174348,3.054000000052659,4.89949147620713,1.6654274751456317,Iris-versicolor
+18,6.19332941697701,3.0540000000076484,5.020986643856814,1.6704574009333788,Iris-virginica
+19,6.186184819996526,3.054000000111246,5.018472017999736,1.6686138332405103,Iris-virginica
+20,6.182508585086039,3.0540000002775476,4.963945309154649,1.6698870555574226,Iris-virginica
+21,6.179366529159702,3.0540000000122767,4.899736855267632,1.6654275698797896,Iris-versicolor
+22,6.179366488625926,3.0540000000540375,4.899491581093149,1.6654274751504046,Iris-versicolor
+23,6.180566024274615,3.0540000000091787,4.954072350995924,1.6659055492017816,Iris-virginica

iris/lct_gan/0/18/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/lct_gan/0/18/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/lct_gan/0/18/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/lct_gan/0/19/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179367643902041,3.0540000000376795,4.901986189585883,1.665428347117381,Iris-versicolor
+1,5.108947716173041,3.0540000000307534,4.899491304048477,1.6654274751354863,Iris-versicolor
+2,6.187975065688364,3.0540000000579024,5.033405188562506,1.668521001214176,Iris-virginica
+3,5.108947716173054,3.0540000000325267,4.899491308468188,1.6654274751357305,Iris-versicolor
+4,6.179366650731893,3.054000000262113,4.899991703250554,1.6654277582316157,Iris-versicolor
+5,6.179366488624675,3.054000000028648,4.899491525741982,1.6654274751431237,Iris-versicolor
+6,5.108947716173299,3.054000000098568,4.899491359217797,1.6654274751376916,Iris-versicolor
+7,5.108947716173065,3.0540000000423917,4.899491313167572,1.6654274751358353,Iris-versicolor
+8,6.17939953262377,3.0540000013534865,4.910526726142845,1.6655955437448826,Iris-versicolor
+9,6.194481861444647,3.054000000005278,5.055265674349436,1.6689747540985111,Iris-virginica
+10,6.1793664904816215,3.054000000021793,4.899515507685104,1.6654274776855544,Iris-versicolor
+11,6.179366508669459,3.054000000008332,4.899632296887489,1.6654275082999044,Iris-versicolor
+12,6.182899352254832,3.0540000000084557,4.99631829677142,1.6662478143190325,Iris-virginica
+13,5.1089477161732555,3.054000000026707,4.899491349933305,1.6654274751378093,Iris-versicolor
+14,6.179412166405516,3.054000007649807,4.910338993739088,1.6659384370882768,Iris-versicolor
+15,6.179393090718711,3.0540000022545346,4.909050107285352,1.6656122631527979,Iris-versicolor
+16,6.179524061546188,3.0540000000327123,4.925077358496696,1.6655430745441189,Iris-virginica
+17,6.1942595340018025,3.0540000000067353,5.046882912789655,1.669218431361951,Iris-virginica
+18,6.185460287672305,3.0540000000817047,4.994815868480005,1.668752253484088,Iris-virginica
+19,6.179456323963947,3.0540000000133176,4.918298219658539,1.6655302801636105,Iris-virginica
+20,6.179366905803299,3.0540000000121554,4.900710411866985,1.6654283689372607,Iris-versicolor
+21,5.1089477161731525,3.054000000028575,4.899491334867143,1.6654274751360743,Iris-versicolor
+22,5.108947716174648,3.054000000091232,4.899491505628189,1.6654274751463694,Iris-versicolor
+23,6.195154810226996,3.054000000004579,5.035356143511632,1.6693794415945,Iris-virginica
+24,6.191829102735209,3.054000000012674,5.055715145273795,1.6683737926102777,Iris-virginica
+25,5.108947716173618,3.0540000000344154,4.8994914117670385,1.6654274751389013,Iris-versicolor
+26,6.179366931244528,3.0540000000281,4.90079199283147,1.6654278293110352,Iris-versicolor
+27,6.191521556372564,3.0540000000091423,5.020762045969907,1.6687002176552388,Iris-virginica
+28,5.1089477161733585,3.0540000000325236,4.899491371432912,1.6654274751381775,Iris-versicolor
+29,5.108947716173519,3.0540000000371745,4.899491395032498,1.665427475138351,Iris-versicolor
+30,6.179567570878376,3.0540000000128336,4.928194898608402,1.6655287923498059,Iris-virginica
+31,6.17936649913202,3.0540000001480667,4.89956674202554,1.6654274906649909,Iris-versicolor
+0,5.108947716173076,3.054000000031438,4.899491315411334,1.665427475136001,Iris-versicolor
+1,6.179366488627576,3.0540000001370706,4.899491643757302,1.6654274751627298,Iris-versicolor
+2,6.19232198564253,3.0540000000104395,5.054013151541773,1.6683235349266325,Iris-virginica
+3,6.194275859134139,3.054000000003539,5.07634564558418,1.6675664826729422,Iris-virginica
+4,6.188731887835961,3.0540000000372127,5.0046164120176595,1.6701822027835485,Iris-virginica
+5,6.1793667060315665,3.0540000000120813,4.900266454213073,1.6654279735541107,Iris-versicolor
+6,5.108947716173051,3.054000000034852,4.899491308456389,1.6654274751356168,Iris-versicolor
+7,5.108947716173125,3.054000000038884,4.89949132929631,1.6654274751363887,Iris-versicolor
+8,6.181763290262465,3.054000000015543,4.986224092559717,1.666093203319081,Iris-virginica
+9,6.179366488629612,3.054000000055928,4.899491772391421,1.665427475164828,Iris-versicolor
+10,6.179583928690956,3.0540000000777594,4.9247386450473885,1.665708012461352,Iris-virginica
+11,6.179526811991723,3.0540000000673997,4.927038897361726,1.6655285831896136,Iris-virginica
+12,6.18326889765792,3.054000000005219,4.988766089642739,1.666419360622683,Iris-virginica
+13,6.187671261780039,3.0540000000218983,5.031846848429382,1.6678285776055122,Iris-virginica
+14,6.185998468359918,3.0540000002902556,4.985698873940623,1.6737545584885432,Iris-virginica
+15,5.108947716173154,3.0540000000288168,4.899491334407164,1.6654274751373088,Iris-versicolor
+16,5.108947716173176,3.054000000025993,4.899491337706987,1.6654274751374336,Iris-versicolor
+17,5.1089477161730645,3.054000000029737,4.899491311462261,1.6654274751359466,Iris-versicolor
+18,6.179366488642369,3.0540000000430925,4.899492228783081,1.6654274751656546,Iris-versicolor
+19,6.179366488626574,3.054000000178096,4.899491600796017,1.6654274751597455,Iris-versicolor
+20,6.195027563991364,3.0540000000037795,5.043994432381101,1.6692289803307223,Iris-virginica
+21,6.182070221365062,3.0540000003462913,4.967895032713757,1.6682541299633595,Iris-virginica
+22,6.1929507723484045,3.0540000000084686,5.063220851960138,1.6682652604998056,Iris-virginica
+23,6.179366501654524,3.054000000023037,4.899594494551417,1.6654274829343627,Iris-versicolor
+24,6.188522101937599,3.054000000028835,5.030699658253611,1.6685577604918675,Iris-virginica
+25,5.10894771617311,3.054000000027152,4.899491323557587,1.66542747513663,Iris-versicolor
+26,6.179443962427691,3.054000000261361,4.916003909657991,1.6656142496106692,Iris-virginica
+27,6.191942079120796,3.0540000000165093,5.027688610783487,1.669144071450248,Iris-virginica
+28,6.189774534354906,3.054000000010703,5.049172703129809,1.6676631748241284,Iris-virginica
+29,6.1925431641351665,3.054000000013464,5.025416229968814,1.6700590070926162,Iris-virginica
+30,6.179366488697569,3.054000000016115,4.899493570280543,1.6654274752326044,Iris-versicolor
+31,5.10894771617306,3.0540000000306367,4.899491312102188,1.6654274751356146,Iris-versicolor
+0,6.179447972266317,3.05400000035318,4.915800675022313,1.6656580232582605,Iris-virginica
+1,6.179393063637683,3.0540000000325707,4.913327934582501,1.665444824180407,Iris-versicolor
+2,6.189085998752278,3.0540000000485525,5.014859291325732,1.6702186319216659,Iris-virginica
+3,6.179371263561369,3.0540000000115977,4.905714134769508,1.6654321120157753,Iris-versicolor
+4,6.1928425130727165,3.0540000000133953,5.045691573458033,1.6693123945088637,Iris-virginica
+5,6.179366608229407,3.05400000002538,4.899959951209714,1.6654276125395486,Iris-versicolor
+6,6.189609206833892,3.054000000025464,5.0477903717984685,1.6683013246287586,Iris-virginica
+7,6.180290828302731,3.0540000002826777,4.942965411424309,1.6667964071369592,Iris-virginica
+8,6.1896825228247385,3.0540000000315355,5.016757767561557,1.6697461159349467,Iris-virginica
+9,6.179367179185577,3.0540000000304377,4.901110520822407,1.6654287480307495,Iris-versicolor
+10,6.180960658779833,3.0540000006502828,4.951833522914355,1.6681009682435115,Iris-virginica
+11,6.191831149651358,3.0540000000202947,5.034488193619911,1.6694846804658618,Iris-virginica
+12,6.179366488627974,3.054000000135186,4.899491663742444,1.6654274751615008,Iris-versicolor
+13,6.182875216980071,3.0540000000050314,4.9794030980080475,1.6665396723333836,Iris-virginica
+14,6.179366488625059,3.0540000000402063,4.899491533309928,1.6654274751460356,Iris-versicolor
+15,6.192671871656986,3.054000000013739,5.032723027823808,1.6686906042518568,Iris-virginica
+16,6.17989205547651,3.0540000001467504,4.9367434633860645,1.6660228214974824,Iris-virginica
+17,6.179366493537722,3.0540000000591236,4.899539383071325,1.6654274807780856,Iris-versicolor
+18,5.108947716176357,3.0540000001819703,4.8994916641860025,1.6654274751597442,Iris-versicolor
+19,6.180989473691147,3.0540000000130845,4.961022366140162,1.6660509201170817,Iris-virginica
+20,6.18465833576444,3.0540000000156815,5.00014856747287,1.6670175082776975,Iris-virginica
+21,6.179366488833579,3.054000000107104,4.899496112535318,1.6654274754163652,Iris-versicolor
+22,6.179703868495649,3.0540000000137666,4.931127687635056,1.6656559642701114,Iris-virginica
+23,6.179366504405873,3.0540000000497365,4.899602005350342,1.665427485928772,Iris-versicolor
+24,6.193649051020918,3.0540000000062433,5.051652134730635,1.6688975495623135,Iris-virginica
+25,6.193747531670617,3.054000000007034,5.035815019581941,1.669563662739432,Iris-virginica
+26,5.108947716173253,3.0540000000371577,4.89949135319445,1.6654274751372795,Iris-versicolor
+27,5.108947716173041,3.0540000000327154,4.8994913042446635,1.6654274751354714,Iris-versicolor
+28,6.185411439161785,3.054000000457545,4.982650474783828,1.6740241815821952,Iris-virginica
+29,5.10894771617307,3.054000000034077,4.8994913135139235,1.6654274751359381,Iris-versicolor
+30,6.179366488708689,3.054000000094451,4.899493792772044,1.6654274752390603,Iris-versicolor
+31,6.191450610091523,3.054000000020013,5.022987901328556,1.6707795037804338,Iris-virginica
+0,6.179607302995357,3.0540000013963207,4.924284917106337,1.6662199159956632,Iris-virginica
+1,6.1803717066761825,3.0540000000532728,4.951362315096832,1.6660187049995732,Iris-virginica
+2,6.188528214798904,3.054000000027647,5.021966742609872,1.6687284057428666,Iris-virginica
+3,6.180562549536847,3.0540000000023926,4.95053245166881,1.6659485481989875,Iris-virginica
+4,6.179455927078732,3.0540000002943497,4.916031348108215,1.6656829174950307,Iris-virginica
+5,5.108947716173039,3.0540000000309213,4.899491303028893,1.665427475135419,Iris-versicolor
+6,6.191539302354734,3.0540000000193004,5.03705766198362,1.6692788201910278,Iris-virginica
+7,6.179366502192585,3.0540000000170098,4.899586283906686,1.6654274905655457,Iris-versicolor
+8,6.179383628543689,3.0540000000055065,4.909613789136791,1.6654548718446487,Iris-virginica
+9,5.108947716173113,3.0540000000412264,4.899491326225231,1.6654274751363816,Iris-versicolor
+10,6.196019650426512,3.054000000003872,5.050501755309895,1.6687052733380416,Iris-virginica
+11,5.108947716173323,3.05400000002591,4.899491365787988,1.665427475138803,Iris-versicolor
+12,6.1793665097098,3.0540000003140224,4.8995985216938,1.6654275093798339,Iris-versicolor
+13,6.179366507566568,3.054000000985926,4.899585265759282,1.665427549113373,Iris-versicolor
+14,5.108947716174246,3.054000000114305,4.8994914697008936,1.6654274751430174,Iris-versicolor
+15,6.1793664978442555,3.054000000236869,4.899555111601989,1.66542748631282,Iris-versicolor
+16,6.183258603119823,3.0540000000992915,4.974892098601426,1.6683297039893452,Iris-virginica
+17,6.182490845378475,3.0540000000318575,4.980757651641047,1.6666910063565044,Iris-virginica
+18,6.180031687785814,3.054000001000234,4.936424047995533,1.6670782053254067,Iris-virginica
+19,6.179366490321009,3.0540000000297174,4.899512519598475,1.6654274776545352,Iris-versicolor
+20,6.180710351296958,3.0540000000458303,4.947467859277017,1.666673126922955,Iris-virginica
+21,6.1793664886307536,3.0540000000424037,4.899491820206346,1.6654274751707236,Iris-versicolor
+22,6.179366488623877,3.0540000000429863,4.8994914719037395,1.6654274751448468,Iris-versicolor
+23,5.10894771617304,3.0540000000308827,4.899491303725254,1.6654274751354465,Iris-versicolor

iris/lct_gan/0/19/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/lct_gan/0/19/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/lct_gan/0/19/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/lct_gan/0/2/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179584771558005,3.054000000017107,4.925827084328085,1.6656004744655744,Iris-virginica
+1,6.179455350740854,3.054000000034259,4.918488218927593,1.665512751509731,Iris-virginica
+2,6.184674913623992,3.054000000060152,4.980300920494316,1.6693365919655696,Iris-virginica
+3,6.188750971006542,3.0540000000449075,5.030472121258596,1.669107036274568,Iris-virginica
+4,5.108947716173063,3.0540000000333682,4.899491312324863,1.6654274751358025,Iris-versicolor
+5,6.179366488626993,3.054000000060369,4.899491628106024,1.6654274751556541,Iris-versicolor
+6,6.181623891856556,3.054000000632174,4.961650422275966,1.6687045011091555,Iris-virginica
+7,6.194515035987571,3.0540000000039633,5.0375443407659555,1.6693093435216457,Iris-virginica
+8,6.179463754808574,3.0540000000149123,4.921332212495534,1.6654810821663133,Iris-virginica
+9,6.19394681596886,3.054000000007908,5.040031113883633,1.66970423082744,Iris-virginica
+10,6.183851818383006,3.054000000033651,4.980111566891033,1.6678082323209447,Iris-virginica
+11,6.179366488631587,3.0540000000442884,4.899491872198647,1.6654274751762213,Iris-versicolor
+12,5.108947716173088,3.05400000004309,4.89949131924317,1.6654274751361529,Iris-versicolor
+13,5.108947716173038,3.054000000030415,4.899491302460995,1.6654274751353966,Iris-versicolor
+14,6.179366663023515,3.054000000141982,4.900023308873391,1.665427749927028,Iris-versicolor
+15,5.108947716173077,3.0540000000348715,4.899491316143332,1.6654274751360525,Iris-versicolor
+16,6.181586223475155,3.0540000001261607,4.96678967792788,1.667147702356634,Iris-virginica
+17,5.108947716173724,3.0540000001172007,4.899491413846519,1.6654274751426663,Iris-versicolor
+18,6.184123185014696,3.0540000000513845,4.97960455198195,1.6683231597216812,Iris-virginica
+19,6.187433464642908,3.054000000117089,5.011923372461613,1.6703222158129274,Iris-virginica
+20,6.1806912345746605,3.0540000002486227,4.947418066408255,1.6672397962080097,Iris-virginica
+21,6.179407209959131,3.0540000001386396,4.913119723786658,1.6654991631195872,Iris-versicolor
+22,5.108947716173394,3.0540000000576804,4.899491371175231,1.665427475139131,Iris-versicolor
+23,6.189672424193807,3.0540000000454848,5.021415866202328,1.6702232273666562,Iris-virginica
+24,6.179366521058517,3.0540000003546313,4.899648886298723,1.665427553053717,Iris-versicolor
+25,6.182161861473371,3.0540000003003502,4.98103786120543,1.6673460040869412,Iris-virginica
+26,5.1089477161730965,3.0540000000313343,4.899491319939504,1.6654274751362679,Iris-versicolor
+27,5.108947716173943,3.054000000051755,4.899491450216001,1.6654274751430556,Iris-versicolor
+28,6.194702957670217,3.054000000004983,5.09414059444566,1.6674534642123977,Iris-virginica
+29,6.179366493549136,3.054000000036246,4.899540803648387,1.6654274801330993,Iris-versicolor
+30,6.1926328366313825,3.0540000000068086,5.026992780065371,1.6699858755692973,Iris-virginica
+31,5.108947716173273,3.0540000000324627,4.899491354279598,1.6654274751379756,Iris-versicolor
+0,6.193691189885314,3.0540000000095837,5.048115824867467,1.669291745593768,Iris-virginica
+1,6.179366488628612,3.0540000000281617,4.899491692433174,1.6654274751484646,Iris-versicolor
+2,6.190498270501252,3.054000000036386,5.0486994817105595,1.6689430345981953,Iris-virginica
+3,5.10894771617305,3.054000000029896,4.899491307615139,1.6654274751356322,Iris-versicolor
+4,6.195004352129559,3.0540000000053653,5.039935486561922,1.6691220946358896,Iris-virginica
+5,6.179366534127487,3.054000000016135,4.899750261186555,1.6654275625265949,Iris-versicolor
+6,6.189480416347827,3.05400000007367,4.997272156167828,1.67511774740789,Iris-virginica
+7,6.179366958017902,3.0540000016430695,4.900451415862553,1.6654305832262588,Iris-versicolor
+8,6.196519365683376,3.0540000000035854,5.053491228475814,1.6689070414319178,Iris-virginica
+9,6.17936648866646,3.0540000000452796,4.899492932739946,1.66542747520109,Iris-versicolor
+10,6.188570903737157,3.0540000000216394,5.019156254874375,1.6687203263975543,Iris-virginica
+11,6.17936649025933,3.0540000000581995,4.899512085068123,1.6654274775763285,Iris-versicolor
+12,6.191728636521071,3.054000000019931,5.02724855751192,1.6692588364490575,Iris-virginica
+13,6.179366489169352,3.054000000056828,4.8995008525574475,1.6654274757775485,Iris-versicolor
+14,6.182146514831094,3.054000000036883,4.976976901784525,1.6666545122712255,Iris-virginica
+15,6.179368692587902,3.0540000000203373,4.903119736750116,1.665429462627254,Iris-versicolor
+16,6.193776735084664,3.0540000000087812,5.054412945285667,1.6689518205115272,Iris-virginica
+17,5.108947716173126,3.0540000000281524,4.899491330324032,1.6654274751366003,Iris-versicolor
+18,6.184843941420026,3.05400000007431,5.0120122711017805,1.6676593324399454,Iris-virginica
+19,5.108947716173041,3.054000000031212,4.899491304957397,1.6654274751354257,Iris-versicolor
+20,5.108947716173054,3.054000000038039,4.899491309188458,1.6654274751355742,Iris-versicolor
+21,6.191689244540063,3.0540000000198786,5.022294934677491,1.6696458558701557,Iris-virginica
+22,6.1798370825140925,3.0540000000441356,4.93877892707346,1.6657491079816455,Iris-virginica
+23,5.108947716173899,3.0540000000554506,4.899491439095009,1.665427475141995,Iris-versicolor
+24,6.179368088517603,3.054000000492722,4.902122781899381,1.6654311366446009,Iris-versicolor
+25,6.179373088952105,3.0540000001953373,4.9065132638033315,1.665439199524116,Iris-versicolor
+26,6.192689144952117,3.0540000000149856,5.061304691048286,1.6688196060354943,Iris-virginica
+27,5.1089477161743675,3.0540000000948604,4.899491480338657,1.6654274751427023,Iris-versicolor
+28,6.17952038485541,3.054000000291146,4.9237035849726905,1.665626990393201,Iris-virginica
+29,6.180076678763982,3.0540000001822145,4.9428592252003805,1.6661299884430918,Iris-virginica
+30,6.1793664886336055,3.0540000000341014,4.899491911917119,1.6654274751537044,Iris-versicolor
+31,5.108947716173047,3.0540000000355,4.899491305869678,1.66542747513559,Iris-versicolor
+0,5.108947716173052,3.0540000000307144,4.89949130898099,1.665427475135598,Iris-versicolor
+1,6.188498659309702,3.0540000000341623,5.0162911747691075,1.6690956594079147,Iris-virginica
+2,6.17936649467336,3.054000000018876,4.899544702238378,1.6654274817102592,Iris-versicolor
+3,6.179366488664636,3.0540000000379965,4.89949287089552,1.6654274752077163,Iris-versicolor
+4,6.1793664886246376,3.0540000000421554,4.89949149934514,1.665427475146405,Iris-versicolor
+5,6.193800641336279,3.0540000000041636,5.04574420225345,1.668933102678436,Iris-virginica
+6,6.179366506664971,3.0540000002528007,4.899587561626043,1.6654274957552937,Iris-versicolor
+7,6.1903578929081045,3.0540000000373655,5.028362992265828,1.6702424040101498,Iris-virginica
+8,6.179500359186611,3.0540000000471084,4.92012901042331,1.6656235477985601,Iris-virginica
+9,5.108947716173043,3.0540000000325604,4.899491304779221,1.6654274751354923,Iris-versicolor
+10,5.108947716173214,3.0540000000498604,4.899491343474457,1.6654274751375104,Iris-versicolor
+11,6.179366489062986,3.054000000033705,4.899499904069435,1.6654274756773273,Iris-versicolor
+12,6.179366654927315,3.0540000000132146,4.900119012701806,1.6654277718958368,Iris-versicolor
+13,6.179366488624622,3.054000000029554,4.899491500816415,1.6654274751465752,Iris-versicolor
+14,6.193038993318933,3.0540000000058583,5.026376980635724,1.6700067438977233,Iris-virginica
+15,6.179372631438912,3.0540000003229393,4.905848980424211,1.6654449606000332,Iris-versicolor
+16,6.181838980146188,3.054000000005243,4.967061226503474,1.666202688174843,Iris-virginica
+17,5.108947716173298,3.0540000000300287,4.8994913611765,1.6654274751385036,Iris-versicolor
+18,6.1793666749276985,3.0540000000184957,4.900226387955208,1.665427621244687,Iris-versicolor
+19,6.190499264677828,3.0540000000341183,5.037450626991227,1.6696400446795572,Iris-virginica
+20,6.181738875419116,3.054000000864215,4.962630552296131,1.6690317460992845,Iris-virginica
+21,6.1922436506634835,3.054000000006181,5.0288703573665146,1.6685799485629267,Iris-virginica
+22,6.192140689944584,3.0540000000149106,5.034991081270798,1.6695004341798378,Iris-virginica
+23,6.188433288365324,3.054000000057853,5.022597112511635,1.6696133941165667,Iris-virginica
+24,6.193497071679939,3.054000000011489,5.068538636542704,1.6685890018097864,Iris-virginica
+25,5.108947716173142,3.054000000040904,4.899491332899429,1.665427475136946,Iris-versicolor
+26,6.191695717145487,3.054000000013267,5.050555822392259,1.6685322257557758,Iris-virginica
+27,6.179366488629236,3.0540000000685263,4.899491767777071,1.6654274751654914,Iris-versicolor
+28,6.180956397798984,3.054000000068581,4.966211042582259,1.6662132940870835,Iris-virginica
+29,6.192619775688899,3.0540000000138745,5.039515906992374,1.6696918009399344,Iris-virginica
+30,5.108947716173041,3.054000000029559,4.899491305368282,1.6654274751353482,Iris-versicolor
+31,5.10894771617304,3.0540000000263694,4.899491304750892,1.665427475135297,Iris-versicolor
+0,6.18047074445867,3.054000000232993,4.95876897696661,1.666138340321783,Iris-virginica
+1,6.179820915597707,3.0540000001440437,4.937614468074193,1.6658392529593689,Iris-virginica
+2,6.179366488649487,3.054000000097146,4.899492384192189,1.6654274751950073,Iris-versicolor
+3,6.179366488742243,3.054000000050953,4.899494780942414,1.6654274752718452,Iris-versicolor
+4,6.17936648870831,3.0540000000979948,4.899493738102316,1.6654274753115985,Iris-versicolor
+5,6.190641880911219,3.0540000000254044,5.02912732296315,1.669428679087726,Iris-virginica
+6,6.192035587493256,3.0540000000161807,5.033316014771792,1.6699642600936204,Iris-virginica
+7,5.1089477161730565,3.0540000000290646,4.899491309665364,1.6654274751357467,Iris-versicolor
+8,6.179366488628128,3.054000000049925,4.8994916646654385,1.6654274751566494,Iris-versicolor
+9,6.192772456391474,3.0540000000091716,5.032961345717505,1.669159499714712,Iris-virginica
+10,6.192834084184352,3.054000000004937,5.034926608495043,1.6681787521043105,Iris-virginica
+11,6.181177554330497,3.054000000035329,4.959959934839519,1.6664663896065475,Iris-virginica
+12,5.108947716173567,3.054000000023275,4.899491394344032,1.6654274751401494,Iris-versicolor
+13,6.185992736855265,3.0540000000266536,5.012709014819437,1.6678213989559987,Iris-virginica
+14,6.1804751028702185,3.0540000000060497,4.950800770352194,1.6659657576673914,Iris-virginica
+15,6.191913967488318,3.054000000016134,5.023447377727329,1.6695419811950571,Iris-virginica
+16,6.179366490381892,3.0540000004644536,4.89950873407236,1.66542747792775,Iris-versicolor
+17,5.108947716173042,3.0540000000332252,4.899491304034762,1.665427475135508,Iris-versicolor
+18,5.108947716173045,3.0540000000305727,4.899491305347294,1.6654274751355262,Iris-versicolor
+19,6.194829384023905,3.0540000000065306,5.027249145333542,1.6697594246992675,Iris-virginica
+20,5.108947716173074,3.0540000000302148,4.899491314820109,1.6654274751360507,Iris-versicolor
+21,5.108947716174068,3.0540000000530583,4.89949145473139,1.665427475140632,Iris-versicolor
+22,6.179366492760533,3.0540000000770275,4.899532555351829,1.6654274790766261,Iris-versicolor
+23,6.182868730779666,3.054000000271174,4.974149498543847,1.6688884757199645,Iris-virginica

iris/lct_gan/0/2/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica