a

iris/lct_gan/0/0/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947716173688,3.054000000055343,4.899491423584975,1.6654274751412368,Iris-versicolor
+1,6.1794816952599785,3.0540000000046583,4.918606341369826,1.6655819604462596,Iris-virginica
+2,6.179366508641143,3.054000000012738,4.899643064790779,1.665427495221303,Iris-versicolor
+3,5.108947716173068,3.054000000028023,4.899491315160232,1.6654274751358065,Iris-versicolor
+4,6.179366567183463,3.054000000382112,4.899791445829773,1.6654276654836728,Iris-versicolor
+5,6.188251849048602,3.054000000027216,5.0194254646703245,1.6686033554383302,Iris-virginica
+6,6.179366575247206,3.054000000018317,4.899877528598204,1.665427585270474,Iris-versicolor
+7,6.189059763227211,3.0540000000799883,5.002198739207653,1.6724289512390444,Iris-virginica
+8,6.192824697372694,3.0540000000156944,5.060663290110982,1.6688802778996106,Iris-virginica
+9,6.1794550618148225,3.0540000000203884,4.91666864680101,1.6655779138532132,Iris-virginica
+10,6.179452749159275,3.054000000104134,4.918713490620667,1.665538347726417,Iris-virginica
+11,6.179366490166973,3.0540000000505443,4.899512413427714,1.6654274778954805,Iris-versicolor
+12,6.187947261511616,3.054000000037385,5.025320565126574,1.6683437582695908,Iris-virginica
+13,6.179766620467111,3.054000000139153,4.935590226151695,1.6658065215781999,Iris-virginica
+14,6.184994406489249,3.0540000001355723,4.9942871979722385,1.66920668581565,Iris-virginica
+15,6.1793695002637765,3.054000000008642,4.904031756457403,1.6654344672922918,Iris-versicolor
+16,6.183033185433167,3.05400000016969,4.972514084990627,1.66878848115346,Iris-virginica
+17,5.108947716173101,3.054000000029768,4.899491325341162,1.6654274751360385,Iris-versicolor
+18,5.108947716173035,3.05400000002876,4.899491301626492,1.6654274751353713,Iris-versicolor
+19,6.179366518576228,3.0540000000484975,4.899659131418417,1.6654275105967131,Iris-versicolor
+20,6.1793664886226605,3.0540000000222314,4.899491375514041,1.6654274751391613,Iris-versicolor
+21,6.188659492817946,3.0540000001049465,4.996708303910653,1.6744907424138074,Iris-virginica
+22,6.187289459629896,3.054000000159623,5.0098407204555135,1.6709793558820698,Iris-virginica
+23,6.179366488633077,3.054000000023575,4.899491919651215,1.6654274751720786,Iris-versicolor
+24,6.179366488692399,3.054000000036129,4.8994935467462435,1.6654274752199005,Iris-versicolor
+25,6.183089521989631,3.0540000003833705,4.981050261740282,1.669208631987419,Iris-virginica
+26,5.108947716173066,3.0540000000270244,4.899491314428859,1.6654274751356848,Iris-versicolor
+27,6.179366488760999,3.054000000035934,4.899495196180823,1.6654274753508387,Iris-versicolor
+28,6.17936894538286,3.0540000000112144,4.903932335653869,1.6654300325014366,Iris-versicolor
+29,6.1793665000674345,3.054000000082771,4.899572696388157,1.6654275069128412,Iris-versicolor
+30,6.184475164656262,3.054000000200658,4.976708736309967,1.6710625278083187,Iris-virginica
+31,6.191204508860983,3.0540000000273353,5.039351817211987,1.6694916062598646,Iris-virginica
+0,5.108947716173263,3.0540000000262864,4.899491358690663,1.6654274751376785,Iris-versicolor
+1,6.17936649905063,3.054000002240752,4.899553185694729,1.6654275153294462,Iris-versicolor
+2,5.10894771617305,3.054000000029077,4.899491309259566,1.6654274751355225,Iris-versicolor
+3,6.187980035874067,3.0540000001113397,5.030172657409387,1.6694436456869675,Iris-virginica
+4,6.179366504734319,3.054000000115391,4.899589993846705,1.6654274999049241,Iris-versicolor
+5,6.185586043340251,3.0540000000075995,5.007309810688827,1.6670838390073588,Iris-virginica
+6,6.186147268566823,3.0540000001325973,5.0048704134925,1.669711677014397,Iris-virginica
+7,6.192788140119568,3.0540000000146605,5.055364378354529,1.6691035484998469,Iris-virginica
+8,6.183892845247654,3.0540000001760466,4.99437192558026,1.6683195391978172,Iris-virginica
+9,6.1818689649230665,3.054000000417877,4.971695787265686,1.667716444139255,Iris-virginica
+10,6.190603220270483,3.0540000000331755,5.022174093560257,1.6703597958514498,Iris-virginica
+11,6.190232244605651,3.054000000060476,5.001653028126275,1.6736290206214857,Iris-virginica
+12,5.108947716173498,3.05400000003363,4.8994913992129865,1.6654274751395612,Iris-versicolor
+13,6.179819797715517,3.0540000000131005,4.9413492677894695,1.6656104949739754,Iris-virginica
+14,6.179366488684241,3.0540000000336356,4.899493472982091,1.665427475287255,Iris-versicolor
+15,5.108947716174578,3.0540000001144514,4.899491522375911,1.6654274751490301,Iris-versicolor
+16,5.108947716173084,3.0540000000293293,4.899491318882854,1.665427475136164,Iris-versicolor
+17,5.108947716173092,3.0540000000274166,4.8994913205600295,1.6654274751362907,Iris-versicolor
+18,5.108947716173051,3.0540000000282403,4.899491308560324,1.6654274751356537,Iris-versicolor
+19,6.179397721397536,3.054000000013702,4.911854322057398,1.6654808889115484,Iris-virginica
+20,6.189980686558797,3.054000000010723,5.041782772289277,1.6678196257047724,Iris-virginica
+21,6.179366489276225,3.0540000000375143,4.899503188882135,1.6654274761537338,Iris-versicolor
+22,6.18360535078515,3.0540000000961305,4.994482692435443,1.66766997255905,Iris-virginica
+23,6.184981825554179,3.054000000063895,5.018897463278659,1.6673560045223872,Iris-virginica
+24,6.179366529730827,3.0540000000302574,4.899744631275141,1.6654275779648045,Iris-versicolor
+25,6.179427116159855,3.054000000009366,4.915189898653493,1.6655070049349308,Iris-virginica
+26,6.179366724126379,3.054000000016164,4.90038687840297,1.6654277542495834,Iris-versicolor
+27,6.186508117713582,3.054000000195385,5.000828520753775,1.671071575141622,Iris-virginica
+28,6.179387890070569,3.054000000064798,4.911359372343439,1.665449586829927,Iris-versicolor
+29,5.10894771617342,3.054000000031361,4.899491384201838,1.6654274751400744,Iris-versicolor
+30,6.17936648874204,3.0540000001389385,4.899494499959818,1.6654274753862277,Iris-versicolor
+31,6.1793970157384885,3.0540000000877274,4.911634412673267,1.6654740478700227,Iris-versicolor
+0,6.179366488645994,3.0540000000914986,4.899492305600376,1.665427475209608,Iris-versicolor
+1,6.179366488626245,3.054000000048431,4.899491608268376,1.6654274751548586,Iris-versicolor
+2,6.179366858253758,3.0540000000300616,4.9006104459409725,1.6654279434805224,Iris-versicolor
+3,6.180062179760069,3.0540000000674614,4.941964838969231,1.6659909445742194,Iris-virginica
+4,6.194066517338497,3.0540000000115333,5.028343494097564,1.6693821573442507,Iris-virginica
+5,6.182009112273006,3.054000000146533,4.977620804090432,1.6670790728848988,Iris-virginica
+6,6.184230294294407,3.0540000000454173,4.982625848809927,1.6681444632657412,Iris-virginica
+7,6.1858108534358225,3.0540000006052743,4.981870629347743,1.678456122042615,Iris-virginica
+8,6.184079512706134,3.054000000056577,4.994357517697104,1.6674654242780511,Iris-virginica
+9,6.179687837964813,3.0540000013222417,4.928054574956458,1.6663217517683127,Iris-virginica
+10,5.108947716173051,3.054000000029934,4.899491307992597,1.6654274751357536,Iris-versicolor
+11,6.191776107406825,3.0540000000146295,5.046987520024652,1.6686954050399916,Iris-virginica
+12,5.108947716173188,3.0540000000258263,4.8994913464343925,1.6654274751370306,Iris-versicolor
+13,6.179366488626764,3.0540000000676017,4.899491626673823,1.6654274751558265,Iris-versicolor
+14,6.179366488622986,3.0540000000193848,4.899491396528713,1.6654274751406584,Iris-versicolor
+15,6.1794918637285905,3.054000000045541,4.921100584199497,1.6655641104020655,Iris-virginica
+16,6.1793664899944485,3.054000000302676,4.8995074222263595,1.6654274786345407,Iris-versicolor
+17,6.192094494895531,3.0540000000295375,5.013608231818702,1.6713184604073954,Iris-virginica
+18,6.179936093673076,3.0540000000048217,4.938162865000109,1.6657327588592146,Iris-virginica
+19,6.181923383715704,3.0540000000409915,4.971159087364701,1.6667779215638896,Iris-virginica
+20,6.179425044406721,3.054000000007341,4.914296900681918,1.6654959930965592,Iris-virginica
+21,6.179576897863401,3.0540000006707264,4.925782394251272,1.6658249435295605,Iris-virginica
+22,6.187504581035508,3.054000000134045,4.986537983052346,1.6742916333811075,Iris-virginica
+23,6.190175447562771,3.054000000003679,5.021906209489668,1.6674954700380193,Iris-virginica
+24,6.1863060405181685,3.054000000084804,5.009636633791156,1.6687247597295358,Iris-virginica
+25,5.108947716173083,3.054000000035709,4.899491318609499,1.6654274751363172,Iris-versicolor
+26,5.108947716173042,3.0540000000326626,4.899491304603962,1.6654274751355365,Iris-versicolor
+27,6.1793664887899435,3.0540000001008005,4.899495383778125,1.6654274755443466,Iris-versicolor
+28,6.1795895677758805,3.054000000288681,4.925972373196707,1.6657740743790963,Iris-virginica
+29,6.179374009709792,3.054000000014367,4.905865647746726,1.6654421400487467,Iris-versicolor
+30,5.108947716173294,3.054000000021833,4.899491358827608,1.6654274751385312,Iris-versicolor
+31,6.1836314029522645,3.054000000564504,4.976762609536265,1.6711146845591982,Iris-virginica
+0,6.18236955967064,3.05400000094115,4.961418382817464,1.671833161257751,Iris-virginica
+1,6.185536532510134,3.05400000015439,4.9962426366245865,1.6697328842507735,Iris-virginica
+2,6.191004498799895,3.054000000029606,5.039537156118661,1.6695171940140474,Iris-virginica
+3,6.183028944147611,3.05400000000277,4.976261529124194,1.6665022006760741,Iris-virginica
+4,6.1928290923861145,3.054000000016189,5.077642792807729,1.6681840712462421,Iris-virginica
+5,6.179366488626154,3.05400000002139,4.8994915871402975,1.665427475153288,Iris-versicolor
+6,6.192148752117045,3.0540000000152676,5.032111055488124,1.6694592134297936,Iris-virginica
+7,6.17936648867806,3.054000000050494,4.89949322709026,1.665427475210461,Iris-versicolor
+8,5.108947716173066,3.054000000027587,4.899491314221618,1.6654274751358709,Iris-versicolor
+9,6.184710278701841,3.054000000159159,4.993199853040306,1.6687284687528285,Iris-virginica
+10,6.190021852859151,3.054000000051059,5.015896496324007,1.6715289149037251,Iris-virginica
+11,6.1793665290850806,3.0540000000187475,4.899743641964315,1.6654275378868122,Iris-versicolor
+12,6.179366525158744,3.054000000472719,4.899656281787976,1.6654275639909013,Iris-versicolor
+13,6.18105438868077,3.054000000598871,4.957291243436733,1.6677868680694525,Iris-virginica
+14,6.179366490264272,3.05400000017065,4.899511553179204,1.6654274791342198,Iris-versicolor
+15,6.180054345347118,3.0540000000625036,4.947852382165587,1.6658282565994762,Iris-virginica
+16,6.179366488622823,3.054000000025598,4.899491389356674,1.6654274751400424,Iris-versicolor
+17,6.179415954146484,3.054000000230909,4.913907981638028,1.6655534907382579,Iris-virginica
+18,6.191743132256959,3.054000000031756,5.009419565023746,1.6715141000177902,Iris-virginica
+19,6.187631000417411,3.054000000056633,5.008063835747503,1.6691018592619031,Iris-virginica
+20,6.180138038840306,3.054000000192567,4.937357640052831,1.666720594223691,Iris-virginica
+21,6.179366488649975,3.054000000019859,4.8994925022881155,1.665427475199093,Iris-versicolor
+22,6.179366489163674,3.054000000023448,4.8995023219199,1.6654274759327583,Iris-versicolor
+23,6.185752952759338,3.05400000003685,5.03190536794786,1.667135355666748,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
+0,5.108947716173285,3.054000000034237,4.899491361849816,1.6654274751382196,Iris-versicolor
+1,6.179366488623644,3.054000000033153,4.899491452094932,1.6654274751431182,Iris-versicolor
+2,5.10894771617352,3.0540000000306926,4.899491403493356,1.6654274751386082,Iris-versicolor
+3,5.108947716173059,3.05400000003527,4.899491310217553,1.6654274751358986,Iris-versicolor
+4,5.108947716173052,3.054000000029464,4.899491308242152,1.6654274751357538,Iris-versicolor
+5,6.179458352426652,3.0540000000328145,4.918906973045502,1.6655625416018525,Iris-virginica
+6,6.1887237719807535,3.054000000029519,5.020170447281498,1.6684296025115388,Iris-virginica
+7,6.19093152233499,3.0540000000356837,5.0154431857988415,1.6706160938675223,Iris-virginica
+8,6.193597211614527,3.0540000000109147,5.063673249485763,1.6687584841293523,Iris-virginica
+9,6.1793688672089955,3.05400000000862,4.904121291774048,1.6654295873798737,Iris-versicolor
+10,6.17936648862919,3.0540000000936542,4.899491752628201,1.6654274751710096,Iris-versicolor
+11,6.17936648863195,3.054000000025182,4.899491855427214,1.6654274751673601,Iris-versicolor
+12,6.17936658700012,3.0540000001654737,4.899897804315922,1.665427863925482,Iris-versicolor
+13,5.108947716173086,3.0540000000284113,4.899491317686424,1.6654274751363873,Iris-versicolor
+14,6.179366488796076,3.0540000000530885,4.899495676491991,1.6654274755841532,Iris-versicolor
+15,6.180049054851456,3.054000000003683,4.951049687795348,1.6656147468209532,Iris-virginica
+16,6.192411382056052,3.0540000000174214,5.038472873805253,1.6695280455937689,Iris-virginica
+17,6.179367133733018,3.0540000000059684,4.901187625509609,1.665429036704736,Iris-versicolor
+18,5.108947716173166,3.054000000024009,4.89949134123748,1.665427475136511,Iris-versicolor
+19,6.182332145236518,3.054000000593161,4.970052694510854,1.6691397892198256,Iris-virginica
+20,6.179366490600751,3.054000000018174,4.899515276010798,1.6654274772441924,Iris-versicolor
+21,5.108947716173143,3.054000000031491,4.899491333657094,1.6654274751370233,Iris-versicolor
+22,6.181650122152783,3.0540000002670964,4.962411413646202,1.667867029383799,Iris-virginica
+23,6.179366521245772,3.0540000001132572,4.899659694946963,1.6654275312572795,Iris-versicolor
+24,6.179366489034816,3.0540000000448244,4.899498937305126,1.6654274758491858,Iris-versicolor
+25,6.179499143514239,3.0540000000371785,4.9199407574222125,1.6656387713316267,Iris-virginica
+26,5.108947716173053,3.0540000000281142,4.899491307771482,1.6654274751357188,Iris-versicolor
+27,6.179366656113399,3.054000000019744,4.900164093324333,1.665427607069158,Iris-versicolor
+28,6.179366488626004,3.0540000000389087,4.8994915966445705,1.6654274751456306,Iris-versicolor
+29,6.17936656629975,3.054000000057568,4.899850582043093,1.6654277646881674,Iris-versicolor
+30,5.108947716173448,3.0540000000252507,4.899491387212035,1.6654274751375615,Iris-versicolor
+31,5.108947716173048,3.0540000000341494,4.899491306680756,1.665427475135668,Iris-versicolor
+0,6.179366488832202,3.054000000146903,4.899496246208691,1.6654274756149932,Iris-versicolor
+1,6.180095758666538,3.05400000001641,4.939978161349736,1.6659981189415025,Iris-virginica
+2,6.179382600154982,3.054000000039959,4.908383695788723,1.6654618137639254,Iris-versicolor
+3,6.179366488626514,3.054000000138906,4.899491611222473,1.6654274751608504,Iris-versicolor
+4,6.179366539114325,3.0540000000359586,4.899749112926458,1.6654275693643499,Iris-versicolor
+5,6.193146743654298,3.0540000000126883,5.044392837865421,1.669488564244939,Iris-virginica
+6,6.184504599184989,3.054000000016105,5.026556753997256,1.6665020849538947,Iris-virginica
+7,5.108947716173526,3.0540000000255243,4.899491406627951,1.6654274751387361,Iris-versicolor
+8,5.108947716173132,3.0540000000320813,4.899491332928252,1.6654274751363587,Iris-versicolor
+9,6.184301249638768,3.0540000001442977,4.99093198094254,1.668393959876409,Iris-virginica
+10,6.1807792878737535,3.0540000000094856,4.967485164707813,1.6658305620452796,Iris-virginica
+11,6.17988944354074,3.0540000000086365,4.944600968806223,1.66560988429733,Iris-virginica
+12,6.18543785525609,3.054000000008269,5.028098234905992,1.6665886859271333,Iris-virginica
+13,6.193297310511586,3.054000000012167,5.050307123818858,1.6692904845788663,Iris-virginica
+14,6.180541886821171,3.0540000001291596,4.946778822901371,1.6667030158717235,Iris-virginica
+15,6.18653968316847,3.054000000386096,4.986230508570185,1.6770286368608889,Iris-virginica
+16,6.183266995057726,3.0540000000440553,4.9816619401651545,1.6673800516931967,Iris-virginica
+17,6.191419008383351,3.054000000021405,5.028711683049153,1.6693638685498646,Iris-virginica
+18,5.108947716173061,3.054000000031316,4.899491310543294,1.665427475135948,Iris-versicolor
+19,6.186932074066048,3.054000000023895,5.033721274006084,1.6674494935652175,Iris-virginica
+20,6.179530641451745,3.054000000002282,4.922554614135145,1.6656089976207378,Iris-virginica
+21,6.1793739936528995,3.054000000135288,4.906320960148451,1.6654506712394646,Iris-versicolor
+22,6.188835060497132,3.054000000050456,5.0139411264592955,1.6702263162822006,Iris-virginica
+23,6.188618910056017,3.0540000000213436,5.041550857899206,1.667583044301058,Iris-virginica
+24,6.184565210840168,3.0540000000081773,5.0183632709997,1.6664943006746502,Iris-virginica
+25,6.179366529915815,3.054000000032188,4.8997350641264905,1.6654276556458962,Iris-versicolor
+26,6.189333946111551,3.054000000077998,4.998189958335816,1.6747137389512967,Iris-virginica
+27,6.179410483291283,3.054000000010749,4.9131865243985695,1.6654686613721752,Iris-virginica
+28,6.179616635710318,3.0540000000674388,4.927779880909846,1.6656917965468743,Iris-virginica
+29,5.108947716173346,3.054000000026359,4.899491373468542,1.665427475138924,Iris-versicolor
+30,6.1798201112279845,3.0540000000170786,4.9329814644139365,1.665831168618121,Iris-virginica
+31,6.184571010668316,3.0540000001243395,4.985409540634259,1.669502959880124,Iris-virginica
+0,6.1831392973989985,3.0540000000079335,5.002210845831693,1.6662735855973763,Iris-virginica
+1,6.179366601093391,3.0540000000064396,4.899999838854226,1.6654277218140876,Iris-versicolor
+2,6.192645938010221,3.054000000016548,5.057735112982692,1.6686989970156527,Iris-virginica
+3,6.1793664886269495,3.0540000000835903,4.899491650474367,1.6654274751603368,Iris-versicolor
+4,6.1896112265600784,3.0540000000042653,5.044464977335945,1.6672186899099215,Iris-virginica
+5,6.181620977998912,3.0540000007759907,4.958643489557194,1.6692758801339693,Iris-virginica
+6,6.189324387096798,3.0540000000029295,5.070087096269845,1.6665900690875595,Iris-virginica
+7,6.180184433456712,3.0540000000652747,4.941323294203233,1.6662504593610021,Iris-virginica
+8,6.188696682411994,3.0540000000307934,5.033633863680236,1.6684799656196188,Iris-virginica
+9,6.179371300740933,3.054000000189288,4.9044134825032035,1.6654537175875996,Iris-versicolor
+10,6.179368202478377,3.0540000000150305,4.9027582164863075,1.6654332361506472,Iris-versicolor
+11,6.179366498001318,3.054000001505693,4.899552514135885,1.6654275157921523,Iris-versicolor
+12,5.108947716173038,3.0540000000262446,4.8994913035703345,1.665427475135397,Iris-versicolor
+13,6.183098360470379,3.0540000000572958,4.9854148810562275,1.6672156770549458,Iris-virginica
+14,6.179366488627896,3.0540000000265715,4.899491706175057,1.6654274751591391,Iris-versicolor
+15,6.179366503929011,3.0540000000846863,4.8995908201227705,1.66542752825236,Iris-versicolor
+16,6.179366490162673,3.054000000037472,4.89951179206876,1.6654274764040111,Iris-versicolor
+17,6.188772397394144,3.0540000000830005,5.01522329048491,1.6709749162287006,Iris-virginica
+18,6.184162350064094,3.054000000031501,4.982122360830576,1.6678539110767743,Iris-virginica
+19,6.1846313068502115,3.054000000011999,5.021334321585854,1.666579470975096,Iris-virginica
+20,6.179373472190596,3.054000000531835,4.906060375384118,1.665447638867523,Iris-versicolor
+21,6.181066438191508,3.0540000003492067,4.953770592141022,1.6677584819796467,Iris-virginica
+22,5.108947716173043,3.0540000000269636,4.899491305564475,1.6654274751355238,Iris-versicolor
+23,6.183459464435889,3.0540000003246037,4.984136250213766,1.6692295247857332,Iris-virginica
+24,6.182234258234332,3.054000000056696,4.968738106494717,1.667280374827406,Iris-virginica
+25,6.190629921510804,3.054000000029908,5.030740855794511,1.6697778109653745,Iris-virginica
+26,6.186071572408492,3.0540000001666487,4.9995111061911155,1.6702947149213245,Iris-virginica
+27,6.179366488635714,3.0540000000546375,4.899492025764247,1.6654274751629015,Iris-versicolor
+28,5.108947716173044,3.0540000000276297,4.899491306351085,1.6654274751355191,Iris-versicolor
+29,6.191876148342063,3.0540000000202494,5.041596995643097,1.6696407799996953,Iris-virginica
+30,5.108947716173144,3.0540000000292533,4.899491331392264,1.6654274751370803,Iris-versicolor
+31,6.179436089375799,3.0540000001283576,4.918811559903477,1.665491775456446,Iris-virginica
+0,6.181638101226365,3.054000000044881,4.961637477693443,1.667009022732242,Iris-virginica
+1,6.179405546545639,3.0540000000291605,4.913492477735948,1.6654666528053776,Iris-virginica
+2,6.189671973119301,3.054000000038982,5.010561327229647,1.6699787181270203,Iris-virginica
+3,5.108947716173437,3.054000000045511,4.899491388019488,1.6654274751391942,Iris-versicolor
+4,6.179366514615738,3.0540000000145637,4.899673199345061,1.6654275692013067,Iris-versicolor
+5,6.179389082723795,3.054000000375534,4.909141720692132,1.665520195453615,Iris-versicolor
+6,6.1923444571007416,3.054000000017196,5.029070404320578,1.6700320066102257,Iris-virginica
+7,6.182002220663288,3.0540000000433523,4.98356485007683,1.6664257721412035,Iris-virginica
+8,6.190371310108815,3.054000000018476,5.028087253897824,1.6686196550347272,Iris-virginica
+9,6.18519851700583,3.0540000000330996,5.003943987856251,1.667664180128699,Iris-virginica
+10,6.179366488755558,3.0540000000342267,4.899495165917911,1.6654274753177936,Iris-versicolor
+11,5.108947716173049,3.054000000031105,4.8994913070275015,1.6654274751357065,Iris-versicolor
+12,6.179366558248831,3.0540000000095606,4.899868434657685,1.6654276922107105,Iris-versicolor
+13,6.188999345039073,3.0540000000664866,5.019371985409582,1.6703932490433395,Iris-virginica
+14,6.192314287397259,3.0540000000166203,5.028287613522962,1.67017432307174,Iris-virginica
+15,6.185457304445396,3.0540000004086894,4.988072410101622,1.6728755666648443,Iris-virginica
+16,6.179366488623,3.054000000033494,4.8994914062667645,1.6654274751411464,Iris-versicolor
+17,6.190096168604002,3.0540000000424468,5.008471621364086,1.6719306831420604,Iris-virginica
+18,6.179366488809641,3.0540000001546117,4.899495619906618,1.6654274754927458,Iris-versicolor
+19,6.186207457383226,3.0540000000945127,5.018836629994222,1.668427369838163,Iris-virginica
+20,6.179366488673343,3.054000000099653,4.899493102931179,1.6654274752642544,Iris-versicolor
+21,6.179366488956089,3.054000000042237,4.899498304601159,1.6654274754351621,Iris-versicolor
+22,6.179366594462056,3.0540000002484944,4.8998570445389555,1.6654276165814463,Iris-versicolor
+23,6.179415937593941,3.0540000000091068,4.915946070199101,1.6654577204455003,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
+0,6.179366488637842,3.0540000000166665,4.899492104645088,1.6654274751849003,Iris-versicolor
+1,6.192146689862969,3.0540000000174756,5.027406468911858,1.6703461326815827,Iris-virginica
+2,6.179366510314138,3.0540000000239576,4.89962936471677,1.6654275182180576,Iris-versicolor
+3,6.1867177641762385,3.054000000106908,5.010586841189403,1.6693812409469402,Iris-virginica
+4,5.108947716173168,3.0540000000294456,4.899491337280136,1.6654274751377196,Iris-versicolor
+5,5.108947716173042,3.0540000000299394,4.899491304885984,1.6654274751355387,Iris-versicolor
+6,6.17936648881959,3.0540000000209906,4.8994967729911325,1.6654274753656295,Iris-versicolor
+7,6.179430625930843,3.0540000008188093,4.912131659737953,1.6658564752489746,Iris-virginica
+8,6.179367055592003,3.054000000031802,4.901063991067154,1.6654283161149208,Iris-versicolor
+9,6.189538378376022,3.054000000025208,5.062134207411415,1.6676133278267724,Iris-virginica
+10,6.179395229757742,3.0540000000619187,4.910873415831287,1.665485093125085,Iris-versicolor
+11,6.1800863572577045,3.054000000925152,4.937849987561765,1.6670214658742704,Iris-virginica
+12,5.108947716173085,3.054000000028449,4.899491317970468,1.6654274751364193,Iris-versicolor
+13,6.179366488635358,3.0540000001209693,4.8994919698440444,1.6654274751894973,Iris-versicolor
+14,6.185581582094871,3.054000000256253,4.990494310224568,1.6711351727886954,Iris-virginica
+15,6.179366488623637,3.054000000034404,4.89949145292902,1.6654274751419986,Iris-versicolor
+16,6.181036342737539,3.0540000007123713,4.9540007868401785,1.6681921858689766,Iris-virginica
+17,5.108947716173064,3.0540000000335565,4.899491312545616,1.6654274751359819,Iris-versicolor
+18,5.108947716173548,3.054000000036586,4.89949140515633,1.6654274751403075,Iris-versicolor
+19,5.108947716173047,3.054000000029214,4.899491306497693,1.6654274751356142,Iris-versicolor
+20,6.18172676316231,3.054000000047978,4.968538922512822,1.6667180226423646,Iris-virginica
+21,6.187519865977486,3.054000000020049,5.008496409926946,1.668091252270515,Iris-virginica
+22,6.183504998559701,3.054000000008143,4.981948865904238,1.666874730966623,Iris-virginica
+23,5.108947716173058,3.054000000029544,4.899491309925246,1.6654274751358595,Iris-versicolor
+24,6.193432437653262,3.0540000000106997,5.050840665741981,1.6690505165426353,Iris-virginica
+25,5.108947716173736,3.0540000000490104,4.899491424699393,1.6654274751423077,Iris-versicolor
+26,6.17936648884159,3.0540000001524543,4.899496313599002,1.6654274755204228,Iris-versicolor
+27,6.191932635140499,3.0540000000166008,5.038326368646147,1.6696547188636353,Iris-virginica
+28,5.108947716173069,3.054000000031272,4.899491313056996,1.6654274751361193,Iris-versicolor
+29,6.179366488624188,3.0540000000764715,4.899491496015043,1.6654274751476617,Iris-versicolor
+30,6.191437086222499,3.0540000000203347,5.016959340350469,1.6712494451270907,Iris-virginica
+31,6.184623035524194,3.0540000003551873,4.975391690699177,1.6729485375025646,Iris-virginica
+0,6.1793667754931265,3.054000000046171,4.900366045031504,1.6654278184380849,Iris-versicolor
+1,6.179367122090341,3.054000000543422,4.900906124027426,1.6654314650847444,Iris-versicolor
+2,6.1796457094055866,3.0540000000418175,4.9273180626047175,1.6658204892452375,Iris-virginica
+3,6.192777370105716,3.054000000014799,5.019807386135547,1.6708832915874297,Iris-virginica
+4,6.180013976924012,3.054000000634599,4.940141538240073,1.66646830692424,Iris-virginica
+5,6.179366488630946,3.054000000088935,4.899491838008597,1.6654274751658587,Iris-versicolor
+6,5.108947716173134,3.0540000000305842,4.8994913313185045,1.6654274751371618,Iris-versicolor
+7,6.192932941310454,3.0540000000016843,5.029645756619907,1.6675259014026411,Iris-virginica
+8,5.108947716173362,3.054000000029775,4.899491373011994,1.6654274751396618,Iris-versicolor
+9,6.189865613757386,3.0540000000252876,5.058051773741049,1.6678967845638455,Iris-virginica
+10,6.179366490308926,3.0540000000835406,4.899512338253832,1.6654274788911159,Iris-versicolor
+11,6.17937366004072,3.054000000024925,4.906710313805137,1.6654358814311823,Iris-versicolor
+12,6.182747846995251,3.054000000501922,4.993020730034611,1.667731515347268,Iris-virginica
+13,6.192356582429645,3.0540000000114165,5.021850991777746,1.6706760263331857,Iris-virginica
+14,5.1089477161731365,3.0540000000382275,4.899491332731484,1.665427475136817,Iris-versicolor
+15,5.108947716173043,3.054000000030134,4.899491305189798,1.665427475135543,Iris-versicolor
+16,6.179366488625643,3.0540000000383687,4.899491585231069,1.6654274751522469,Iris-versicolor
+17,6.186946600477791,3.0540000000278718,5.018026499237771,1.6677451640391179,Iris-virginica
+18,6.1793664897373395,3.054000000028631,4.8995090196183035,1.6654274762221726,Iris-versicolor
+19,6.179512168922404,3.054000002402381,4.9188717131283255,1.6661141239518928,Iris-virginica
+20,6.17936648864356,3.054000000059774,4.899492239489355,1.665427475187234,Iris-versicolor
+21,5.108947716173052,3.0540000000326986,4.899491309217976,1.6654274751356641,Iris-versicolor
+22,5.108947716173037,3.0540000000276266,4.899491302455695,1.6654274751353935,Iris-versicolor
+23,5.108947716173401,3.0540000000290353,4.899491385528021,1.6654274751394489,Iris-versicolor
+24,6.19197054631432,3.0540000000214556,5.024606987198216,1.6701767076623382,Iris-virginica
+25,6.1793690639799745,3.0540000000157597,4.903972134773384,1.6654293083140221,Iris-versicolor
+26,6.1793670994701655,3.0540000000798364,4.901115050058354,1.665430451096231,Iris-versicolor
+27,6.179379388463217,3.0540000000066763,4.907654467109685,1.6654552224172166,Iris-versicolor
+28,6.186735395123953,3.0540000000222864,5.018049674417882,1.667750526615101,Iris-virginica
+29,6.179366488624105,3.0540000000567593,4.899491475684254,1.6654274751457383,Iris-versicolor
+30,6.192394542405963,3.0540000000039895,5.031547922374423,1.6677284396862462,Iris-virginica
+31,6.179366535470095,3.0540000004864702,4.899679251875404,1.6654275738667503,Iris-versicolor
+0,6.1919341340743275,3.0540000000190575,5.042639691145458,1.6696669578860135,Iris-virginica
+1,6.184216626458017,3.0540000000093324,5.015231920206592,1.6664727717612025,Iris-virginica
+2,6.184540681310951,3.054000000008194,4.995410206167035,1.6668976260135333,Iris-virginica
+3,6.179366488948681,3.0540000000124876,4.899497965281286,1.6654274757263698,Iris-versicolor
+4,6.191642105511287,3.054000000025061,5.070078604123436,1.668325546963184,Iris-virginica
+5,6.191646571636917,3.054000000023616,5.020225439870246,1.6708177828420936,Iris-virginica
+6,6.179686038459892,3.054000000147944,4.934135355130854,1.6656930273057786,Iris-virginica
+7,6.179366533499216,3.0540000000228233,4.899722434486794,1.6654275354896013,Iris-versicolor
+8,6.179366490057326,3.0540000000855994,4.8995108509227165,1.6654274786596688,Iris-versicolor
+9,6.184684245358546,3.0540000000328282,4.999459709319736,1.6673550661021777,Iris-virginica
+10,6.182966748851414,3.0540000001311682,4.988106334913306,1.6674496234595404,Iris-virginica
+11,6.189980736058472,3.0540000000335987,5.051335699095452,1.6685204620609744,Iris-virginica
+12,5.108947716173041,3.054000000030489,4.899491304586095,1.665427475135536,Iris-versicolor
+13,6.179366488623231,3.054000000026662,4.899491424740901,1.665427475140876,Iris-versicolor
+14,6.179366488623746,3.05400000003047,4.899491452386774,1.665427475145483,Iris-versicolor
+15,6.179366717679201,3.054000000010637,4.900280766194148,1.665427836385059,Iris-versicolor
+16,6.18149241496734,3.0540000000123406,4.963700819133924,1.6663275318617619,Iris-virginica
+17,6.1793664887007695,3.0540000000122998,4.899493711707526,1.665427475303368,Iris-versicolor
+18,6.181320179104324,3.0540000000928957,4.96068541928243,1.666873241566099,Iris-virginica
+19,6.179366488627065,3.0540000001143612,4.899491639751227,1.6654274751570401,Iris-versicolor
+20,6.179367991785615,3.0540000000057725,4.902405157101801,1.6654310360579874,Iris-versicolor
+21,6.179366514499437,3.054000000733363,4.89962355256453,1.6654275714706162,Iris-versicolor
+22,6.194982027078838,3.0540000000085787,5.028934855155955,1.6695386280047209,Iris-virginica
+23,6.179387848129562,3.0540000000089442,4.911981726140505,1.6654392479158686,Iris-virginica
+24,6.179367469241459,3.0540000000873593,4.901626952016345,1.6654291669082182,Iris-versicolor
+25,6.18403828017382,3.0540000000407885,4.989064584211613,1.6674521591516975,Iris-virginica
+26,6.179374291443446,3.0540000000228344,4.907141860078419,1.6654360202221254,Iris-versicolor
+27,6.188233808159915,3.054000000077609,5.016173560417371,1.670000295266539,Iris-virginica
+28,6.191949366030737,3.0540000000196126,5.04240456249673,1.6697062255311537,Iris-virginica
+29,6.179366488623895,3.05400000004265,4.89949146945229,1.6654274751459575,Iris-versicolor
+30,6.179366488623876,3.054000000022608,4.899491468931656,1.665427475143064,Iris-versicolor
+31,6.179366488624716,3.0540000000430676,4.8994915260587035,1.665427475148254,Iris-versicolor
+0,6.191870002016188,3.054000000021248,5.072244576717718,1.668250810826951,Iris-virginica
+1,6.182701738396334,3.05400000001067,4.9987347564176545,1.6662199465320444,Iris-virginica
+2,6.179366524735627,3.054000000094356,4.899668963372599,1.665427537347059,Iris-versicolor
+3,5.1089477161730965,3.0540000000344283,4.899491323158539,1.6654274751364824,Iris-versicolor
+4,6.187601479787135,3.0540000001579855,5.0017059946064535,1.6721883106887212,Iris-virginica
+5,5.108947716173082,3.0540000000254865,4.8994913198671375,1.6654274751357219,Iris-versicolor
+6,6.179545211077663,3.054000000121011,4.920669831329068,1.6658604062855233,Iris-virginica
+7,5.108947716173159,3.0540000000238385,4.899491337074233,1.6654274751374083,Iris-versicolor
+8,6.18033601741032,3.0540000000016465,4.945061605214685,1.6660148411532592,Iris-virginica
+9,6.19088427175765,3.0540000000297574,5.042661002805959,1.669296871627499,Iris-virginica
+10,6.179366727621144,3.0540000005962358,4.900149592177257,1.665428597793343,Iris-versicolor
+11,6.182237153268156,3.0540000001913135,4.986353682213642,1.6669690931766281,Iris-virginica
+12,6.1827640828887365,3.054000000148351,4.985358018694449,1.6674002701421773,Iris-virginica
+13,5.108947716173166,3.054000000031404,4.899491337667519,1.665427475137656,Iris-versicolor
+14,6.179366489090142,3.05400000019278,4.899499448796379,1.6654274762084522,Iris-versicolor
+15,6.184189611138771,3.0540000000635636,5.011589227136717,1.667145840605979,Iris-virginica
+16,6.179367959064181,3.05400000002476,4.902496917268567,1.6654287817842797,Iris-versicolor
+17,6.190865227629066,3.0540000000368117,5.040597498776519,1.669696038308895,Iris-virginica
+18,6.17936648864219,3.0540000001060332,4.899492229859319,1.6654274751900298,Iris-versicolor
+19,6.183641727120449,3.054000000005104,4.985887677242814,1.6665677145193034,Iris-virginica
+20,6.191754811391606,3.0540000000217264,5.0227229438592325,1.6706649598262804,Iris-virginica
+21,5.108947716173036,3.0540000000278833,4.8994913022611595,1.6654274751353764,Iris-versicolor
+22,6.179366488792901,3.054000000042937,4.899495479235169,1.6654274754580587,Iris-versicolor
+23,6.179416698858423,3.054000000050845,4.913335735725833,1.6655483908184856,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
+0,6.17941925488919,3.054000000007969,4.915181398690307,1.6654654764091334,Iris-virginica
+1,5.1089477161730485,3.0540000000298413,4.899491307519305,1.6654274751356029,Iris-versicolor
+2,6.194322434842666,3.054000000006425,5.077629122828311,1.6678722738925718,Iris-virginica
+3,6.190883173004295,3.0540000000248586,5.032155217150819,1.669393590899478,Iris-virginica
+4,5.108947716173039,3.0540000000272802,4.899491303501612,1.6654274751354494,Iris-versicolor
+5,6.184240275102168,3.054000000079649,5.014961647328986,1.6671795666371212,Iris-virginica
+6,6.188336489310227,3.054000000133046,4.996975143659851,1.6734678643852707,Iris-virginica
+7,6.1793725704780025,3.0540000000183496,4.906594427742771,1.6654335861365588,Iris-versicolor
+8,5.108947716173093,3.0540000000325436,4.899491320579687,1.6654274751364258,Iris-versicolor
+9,5.108947716173058,3.054000000027125,4.899491310235495,1.665427475135897,Iris-versicolor
+10,6.180217095050537,3.0540000002308862,4.946975840072713,1.6663135595556413,Iris-virginica
+11,6.179366489448675,3.0540000000439664,4.899504644207976,1.6654274767500072,Iris-versicolor
+12,6.189494156342194,3.054000000061034,5.019194725923496,1.6708094691976025,Iris-virginica
+13,6.1895971031175225,3.054000000064768,5.022729685047619,1.670805753037259,Iris-virginica
+14,6.182746407321597,3.0540000000573797,4.980014301172886,1.667157254993127,Iris-virginica
+15,6.1793664887224695,3.0540000001913534,4.899493957852792,1.6654274753415677,Iris-versicolor
+16,6.180623689304759,3.0540000027724905,4.941395017821226,1.6708063382754168,Iris-virginica
+17,6.179869958838903,3.054000000007055,4.935787637288593,1.665813780086213,Iris-virginica
+18,6.183597898992487,3.0540000008153556,4.982380439536239,1.6708698996254894,Iris-virginica
+19,6.17936648877651,3.054000000021401,4.899495559635757,1.6654274753487142,Iris-versicolor
+20,6.191659698114182,3.0540000000220786,5.042328570918556,1.669748470346016,Iris-virginica
+21,5.108947716173594,3.0540000000320795,4.899491410440097,1.6654274751382752,Iris-versicolor
+22,6.179452531683149,3.054000000886911,4.917714009387643,1.6656396975423817,Iris-virginica
+23,6.179366497248576,3.0540000000111345,4.899572174453414,1.6654274979444554,Iris-versicolor
+24,6.17936655777159,3.0540000000076595,4.89984935454042,1.665427640903737,Iris-versicolor
+25,6.192292343006013,3.0540000000200584,5.06160355456903,1.6687877980357495,Iris-virginica
+26,5.108947716173125,3.054000000041341,4.899491331862405,1.6654274751369171,Iris-versicolor
+27,6.179366489322784,3.0540000000274348,4.899503968908682,1.6654274762781414,Iris-versicolor
+28,6.1793670168915735,3.05400000004333,4.900857589659742,1.6654286982796913,Iris-versicolor
+29,6.185961828142546,3.0540000000563334,5.003786858134002,1.6683302977919636,Iris-virginica
+30,6.1793664886283795,3.05400000002149,4.899491711164598,1.6654274751605118,Iris-versicolor
+31,5.108947716173146,3.0540000000254834,4.899491335779603,1.665427475136229,Iris-versicolor
+0,5.108947716173095,3.054000000029007,4.899491323401773,1.6654274751360234,Iris-versicolor
+1,6.1793665526938435,3.0540000001183776,4.8997785891127075,1.6654277423136428,Iris-versicolor
+2,5.108947716173044,3.0540000000267855,4.89949130608427,1.6654274751355629,Iris-versicolor
+3,5.108947716173197,3.054000000052311,4.899491344342489,1.6654274751377722,Iris-versicolor
+4,6.180680703780191,3.0540000000051526,4.956225010055814,1.665830920758546,Iris-virginica
+5,6.179366501986093,3.0540000000241125,4.899590941783575,1.6654274897227876,Iris-versicolor
+6,6.179366499688838,3.054000000585793,4.899562129040156,1.6654275088266732,Iris-versicolor
+7,6.1952837715218,3.0540000000052006,5.0766117912035895,1.6680368720224676,Iris-virginica
+8,6.17936657440144,3.0540000001064973,4.899853199832816,1.6654278044323199,Iris-versicolor
+9,6.179415248939513,3.0540000000167002,4.9147723999099515,1.6654720867550539,Iris-virginica
+10,6.17937860348241,3.054000000004966,4.908931207855496,1.6654354314624387,Iris-versicolor
+11,5.108947716173108,3.054000000025866,4.899491325642748,1.6654274751365208,Iris-versicolor
+12,6.179373422444457,3.054000000025419,4.90641106257226,1.6654432951549136,Iris-versicolor
+13,6.179398751228258,3.0540000000178846,4.912015499306718,1.6654829209828206,Iris-virginica
+14,6.1877020812539065,3.0540000000082537,5.005532750885015,1.667792357073191,Iris-virginica
+15,6.182691637673867,3.0540000000085312,4.993483308130452,1.6662522974574319,Iris-virginica
+16,5.10894771617309,3.05400000002536,4.89949132127894,1.6654274751355715,Iris-versicolor
+17,6.1893332921580955,3.054000000009858,5.02034354198886,1.6677823333913513,Iris-virginica
+18,6.179452344310973,3.0540000008791663,4.917402699994741,1.6656478119484557,Iris-virginica
+19,6.18878265498178,3.05400000008355,4.998640561129469,1.6728771572075727,Iris-virginica
+20,6.179366492713622,3.054000000025094,4.89953697654221,1.665427478230714,Iris-versicolor
+21,6.1793666285169655,3.054000000449591,4.899958689972763,1.6654282775362643,Iris-versicolor
+22,6.189837354323062,3.05400000004898,5.017632195997961,1.6712327921447259,Iris-virginica
+23,6.179838804240034,3.054000000009302,4.936434760106577,1.6657089247803476,Iris-virginica
+24,6.19140105464198,3.0540000000239083,5.060728275667301,1.6684966987408671,Iris-virginica
+25,6.190247194901937,3.0540000000552974,5.004162807581683,1.6732965890346523,Iris-virginica
+26,6.179366671526804,3.0540000000116043,4.900207589974734,1.6654278574403543,Iris-versicolor
+27,6.190910961843115,3.054000000020324,5.03056229559675,1.6692698992854798,Iris-virginica
+28,6.179366488674851,3.0540000000329224,4.899493277097021,1.6654274752165747,Iris-versicolor
+29,5.108947716173416,3.0540000000439296,4.8994913853437,1.6654274751386997,Iris-versicolor
+30,6.179366488624147,3.0540000000287515,4.899491477047801,1.665427475145678,Iris-versicolor
+31,5.108947716173724,3.054000000074613,4.899491421758262,1.6654274751423919,Iris-versicolor
+0,5.108947716173087,3.0540000000352894,4.8994913207017845,1.665427475136033,Iris-versicolor
+1,6.186074971153801,3.0540000001042746,5.009306615724456,1.6686972939114393,Iris-virginica
+2,6.179855378482972,3.054000000003151,4.934855383463498,1.665809402423227,Iris-virginica
+3,6.179533478238482,3.0540000000101113,4.924541823295468,1.6655459654574853,Iris-virginica
+4,6.189316690245884,3.054000000058399,5.027696502601431,1.6699346348078965,Iris-virginica
+5,6.179366488624246,3.054000000021773,4.899491494071129,1.6654274751396494,Iris-versicolor
+6,6.189575434111793,3.054000000102208,4.995719168963515,1.6752521441901123,Iris-virginica
+7,6.179366568883436,3.054000000033349,4.899859546738091,1.665427670471369,Iris-versicolor
+8,6.1796624755687,3.054000003333442,4.924431034553309,1.666991549192962,Iris-virginica
+9,6.191383264040384,3.0540000000123166,5.023737836649565,1.668533760221677,Iris-virginica
+10,6.179367410775398,3.0540000000626364,4.90158442034705,1.6654284511055437,Iris-versicolor
+11,6.195293801132058,3.054000000007178,5.078043887263297,1.6683520274604517,Iris-virginica
+12,6.187938791489718,3.0540000000295273,5.043670104927974,1.6676525477556308,Iris-virginica
+13,5.108947716173036,3.054000000027568,4.899491302280924,1.6654274751353828,Iris-versicolor
+14,6.179876489397292,3.0540000000407166,4.939706647167961,1.665747543463663,Iris-virginica
+15,5.108947716173123,3.054000000027402,4.8994913290402655,1.6654274751368252,Iris-versicolor
+16,6.188266324566312,3.0540000001344767,4.999884272866226,1.6737832747179229,Iris-virginica
+17,6.189957758448652,3.054000000048111,5.057933821704552,1.66843252523576,Iris-virginica
+18,6.179494397286243,3.0540000001397387,4.918513015307231,1.6657747051924208,Iris-virginica
+19,6.185049263632883,3.0540000000037324,4.99845876791279,1.6668916913519574,Iris-virginica
+20,6.191976489064066,3.0540000000170906,5.020914917112109,1.6707551317718594,Iris-virginica
+21,6.189391418720422,3.0540000000851104,4.996638928452436,1.67514630539866,Iris-virginica
+22,6.1876851272665405,3.0540000000183953,5.02992667282092,1.6677365634851886,Iris-virginica
+23,6.179366488624645,3.0540000000217082,4.899491516203,1.6654274751478808,Iris-versicolor
+24,6.189481041716964,3.054000000068654,5.006873622031753,1.6725821669965621,Iris-virginica
+25,6.179366489642323,3.0540000000436143,4.899507358353216,1.6654274769560309,Iris-versicolor
+26,6.190572409162757,3.0540000000369467,5.021077581112393,1.670273284193303,Iris-virginica
+27,6.189950474327425,3.054000000045424,5.03608369158364,1.6695115598223063,Iris-virginica
+28,5.108947716173057,3.054000000036376,4.8994913100228334,1.6654274751358613,Iris-versicolor
+29,6.1793665172091075,3.0540000000858774,4.899651507178517,1.665427581481405,Iris-versicolor
+30,5.108947716173161,3.0540000000418956,4.899491340600981,1.6654274751369775,Iris-versicolor
+31,6.1793664886227955,3.054000000025972,4.899491391068491,1.6654274751400013,Iris-versicolor
+0,5.108947716173057,3.0540000000283785,4.899491309188576,1.6654274751358855,Iris-versicolor
+1,6.181892398313348,3.0540000000392102,4.970718846490489,1.6667621000479318,Iris-virginica
+2,6.179578623445611,3.0540000000031458,4.924836956650282,1.6656119571644936,Iris-virginica
+3,5.1089477161730406,3.0540000000261824,4.899491305188172,1.6654274751354026,Iris-versicolor
+4,6.1814069760877155,3.0540000000519725,4.959661321455636,1.6668372442195492,Iris-virginica
+5,6.180105229444634,3.0540000001213796,4.941633038677401,1.6661925862913194,Iris-virginica
+6,6.19069636611011,3.0540000000358147,5.022306053260934,1.6706160371789482,Iris-virginica
+7,6.179366498392819,3.054000000017833,4.899578144498441,1.665427503731406,Iris-versicolor
+8,6.179662616442336,3.0540000000258916,4.925762130038874,1.6658610110486125,Iris-virginica
+9,6.179366498424421,3.0540000001413348,4.899564784173311,1.6654275110479377,Iris-versicolor
+10,6.1811847066849825,3.0540000000867193,4.957354059055787,1.6668849798733913,Iris-virginica
+11,6.17936648864242,3.054000000033945,4.89949226911763,1.6654274751661926,Iris-versicolor
+12,6.1875508695064845,3.0540000001199292,5.007772613907843,1.6705126930925904,Iris-virginica
+13,6.183053491106291,3.0540000005919663,4.979045664941453,1.6696483534300706,Iris-virginica
+14,6.179429547406558,3.0540000000134833,4.916446418960855,1.6654796345079774,Iris-virginica
+15,6.189570700966788,3.05400000000886,5.011408740885133,1.6683298848626016,Iris-virginica
+16,6.193236074533038,3.0540000000078686,5.034848978520434,1.6686419393540128,Iris-virginica
+17,5.1089477161731685,3.054000000024396,4.899491337953381,1.6654274751375608,Iris-versicolor
+18,6.179366488628671,3.0540000000591094,4.899491741577509,1.6654274751653861,Iris-versicolor
+19,6.1835519517904,3.0540000004001246,4.973226412234683,1.670755764726299,Iris-virginica
+20,6.17936648896066,3.054000000099839,4.899497662140343,1.6654274755503067,Iris-versicolor
+21,6.182666685305875,3.0540000005163477,4.975060178064737,1.6691599683130696,Iris-virginica
+22,5.108947716173047,3.0540000000267153,4.899491307031275,1.665427475135532,Iris-versicolor
+23,6.179366488762073,3.054000000019207,4.89949539851397,1.6654274752591984,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
+0,6.189225426091095,3.0540000000663863,5.0136568083969815,1.6716716865051588,Iris-virginica
+1,5.108947716173057,3.054000000028287,4.899491310009982,1.6654274751359157,Iris-versicolor
+2,6.1793667575825655,3.0540000000259373,4.900327438947562,1.6654279732167236,Iris-versicolor
+3,6.185935840115856,3.054000000136474,5.003029393693496,1.6692618560332524,Iris-virginica
+4,6.179366488626036,3.0540000000420395,4.899491591690263,1.665427475146517,Iris-versicolor
+5,5.108947716173194,3.054000000034495,4.8994913438074175,1.6654274751373324,Iris-versicolor
+6,6.179366491346329,3.0540000000209653,4.8995220798479036,1.6654274793359969,Iris-versicolor
+7,6.183578197773144,3.054000000006788,5.005611418927594,1.6663468737789582,Iris-virginica
+8,6.1793665117871335,3.0540000002452508,4.899618144527442,1.6654275436994561,Iris-versicolor
+9,5.1089477161730485,3.05400000002951,4.8994913067204875,1.6654274751356597,Iris-versicolor
+10,6.183251332593577,3.0540000002575014,4.976670402836119,1.6693750651550086,Iris-virginica
+11,6.193094470602865,3.0540000000102157,5.035283291151056,1.6698849898910333,Iris-virginica
+12,5.108947716173051,3.05400000003446,4.899491307514787,1.6654274751357256,Iris-versicolor
+13,6.194085907267628,3.054000000007297,5.0352180679647205,1.6687336239465098,Iris-virginica
+14,6.1872997862382055,3.054000000038047,5.004154052791571,1.6686891383016422,Iris-virginica
+15,6.18874202550889,3.0540000000369263,5.022957897412158,1.6689948597820907,Iris-virginica
+16,6.186776652754693,3.054000000054146,5.0044196293496235,1.6691225958607647,Iris-virginica
+17,6.192942487078816,3.0540000000126,5.085201290878448,1.6677704720209132,Iris-virginica
+18,6.1872727127045515,3.054000000084077,5.016565049617502,1.669142377726158,Iris-virginica
+19,6.1883683538547025,3.0540000000356122,5.034455025472229,1.6682939681647246,Iris-virginica
+20,6.179368201938983,3.0540000007002046,4.902228897576898,1.6654381843973387,Iris-versicolor
+21,6.190684994431193,3.054000000032168,5.063192336358059,1.6682776987478563,Iris-virginica
+22,5.108947716173036,3.054000000027962,4.8994913019715955,1.6654274751353848,Iris-versicolor
+23,6.187653853232275,3.054000000064831,5.0221648009758955,1.6690032080922566,Iris-virginica
+24,6.180823911482412,3.0540000010793884,4.955270387741981,1.6676600873359941,Iris-virginica
+25,5.108947716173036,3.0540000000270937,4.899491302420787,1.665427475135361,Iris-versicolor
+26,6.179366509280755,3.0540000000895056,4.899617293585782,1.6654275068531375,Iris-versicolor
+27,6.185896006123663,3.054000000156305,4.991838864636574,1.6703697404139846,Iris-virginica
+28,6.186600200355959,3.0540000000264964,5.026524698958602,1.6675879672347176,Iris-virginica
+29,6.179391935913292,3.0540000000106975,4.909834593541874,1.6654810956120072,Iris-virginica
+30,6.179366488624094,3.0540000000326826,4.899491495119315,1.665427475141918,Iris-versicolor
+31,6.181916986579855,3.0540000000099714,4.967653025301371,1.6664225517000102,Iris-virginica
+0,6.179366497727203,3.054000000044176,4.899564219716524,1.6654274876550115,Iris-versicolor
+1,6.180616842053024,3.0540000000558924,4.956721994476796,1.6661438461485694,Iris-virginica
+2,5.108947716173056,3.054000000028191,4.8994913097963355,1.6654274751358331,Iris-versicolor
+3,6.185446650860359,3.0540000000079646,4.99982758560025,1.6671255857580398,Iris-virginica
+4,6.179366488623484,3.054000000025445,4.899491440348358,1.6654274751443015,Iris-versicolor
+5,6.179366488863712,3.0540000002598364,4.899496211109149,1.665427475613731,Iris-versicolor
+6,6.179367057704134,3.054000000565779,4.900657175121745,1.6654296675145754,Iris-versicolor
+7,6.182353858861672,3.054000000044753,4.996154500901843,1.6664097778066609,Iris-virginica
+8,5.108947716173055,3.054000000025496,4.899491310704349,1.665427475135463,Iris-versicolor
+9,6.191189994998453,3.054000000024503,5.022918776007199,1.670722602726078,Iris-virginica
+10,6.179368546456152,3.0540000003786765,4.902612205542921,1.6654339187151561,Iris-versicolor
+11,6.187771578797973,3.054000000074284,5.015451352767332,1.6694829051754783,Iris-virginica
+12,6.179366488624172,3.054000000033034,4.899491485490006,1.665427475144191,Iris-versicolor
+13,5.1089477161732635,3.0540000000291334,4.899491361804188,1.6654274751373264,Iris-versicolor
+14,6.179366489539205,3.0540000000524565,4.899505326537789,1.6654274765772783,Iris-versicolor
+15,6.190440624294929,3.0540000000369876,5.012476274977726,1.6714691643308968,Iris-virginica
+16,5.108947716173285,3.0540000000298315,4.899491364249865,1.6654274751376439,Iris-versicolor
+17,5.108947716173206,3.0540000000449954,4.89949134467882,1.6654274751379021,Iris-versicolor
+18,5.108947716173211,3.054000000034473,4.899491348730045,1.6654274751375087,Iris-versicolor
+19,6.188036359532728,3.0540000001541956,4.994939704986142,1.6750530473923566,Iris-virginica
+20,6.179366488641318,3.0540000002053227,4.89949213598481,1.6654274752050577,Iris-versicolor
+21,5.10894771617339,3.054000000031315,4.899491382325124,1.6654274751391576,Iris-versicolor
+22,6.179366488626118,3.0540000000236787,4.8994915960280405,1.665427475144348,Iris-versicolor
+23,5.108947716173837,3.0540000000351633,4.899491440759652,1.6654274751398337,Iris-versicolor
+24,6.187653234137745,3.05400000012153,4.9934205925661415,1.6726007902127527,Iris-virginica
+25,6.192426905433084,3.054000000017524,5.039270985485565,1.6697837746849424,Iris-virginica
+26,6.189988743851008,3.0540000000405656,5.032751518412201,1.6695880461672874,Iris-virginica
+27,6.192724508635609,3.054000000013231,5.033744211556178,1.669522333506217,Iris-virginica
+28,6.179366488634739,3.0540000000303738,4.899491977168934,1.6654274751550335,Iris-versicolor
+29,6.185686056388348,3.0540000000743666,5.0146667734911645,1.6681013550716595,Iris-virginica
+30,6.1793664886344315,3.054000000039263,4.8994919945652216,1.665427475184308,Iris-versicolor
+31,6.1866257875049975,3.0540000000729797,5.003506498487503,1.668768416456943,Iris-virginica
+0,6.179366501759569,3.0540000000249434,4.899593438559822,1.6654275119169164,Iris-versicolor
+1,6.193658542409354,3.0540000000106438,5.027026410966245,1.6697092100418423,Iris-virginica
+2,5.108947716173043,3.0540000000280503,4.899491305138298,1.6654274751355371,Iris-versicolor
+3,6.179366638504567,3.0540000000081813,4.900185839744194,1.6654276719853662,Iris-versicolor
+4,6.181372446752623,3.0540000000847733,4.961612989294815,1.6669367931282164,Iris-virginica
+5,6.17936648884472,3.0540000000202623,4.899497152282674,1.6654274753149032,Iris-versicolor
+6,6.179366931500012,3.0540000000218144,4.900804792217363,1.6654287872461946,Iris-versicolor
+7,6.1794461683604585,3.0540000000054826,4.918360885195478,1.6654730962558277,Iris-virginica
+8,6.187996678919811,3.0540000000702476,5.028674887916996,1.668945884524499,Iris-virginica
+9,6.179391253206668,3.0540000001199643,4.9097960036777435,1.6654851851802945,Iris-versicolor
+10,6.184062003416073,3.054000000331061,4.973921911521459,1.6714406026696436,Iris-virginica
+11,6.189620081424522,3.054000000033491,5.0268277647785995,1.6689535260627295,Iris-virginica
+12,6.193700375909557,3.054000000009084,5.026685361864003,1.6693052109653725,Iris-virginica
+13,6.182327386644497,3.054000000793289,4.966052699696237,1.670071429231324,Iris-virginica
+14,6.190330902338696,3.054000000021169,5.030871889988803,1.6687226012814873,Iris-virginica
+15,6.179366671942435,3.0540000000518814,4.9001539893096755,1.6654279910270404,Iris-versicolor
+16,5.108947716173076,3.054000000028939,4.899491317515904,1.665427475135808,Iris-versicolor
+17,6.179366488739503,3.054000000014549,4.899494628943508,1.665427475349927,Iris-versicolor
+18,6.179366489015883,3.0540000000239784,4.899499202715999,1.6654274759402734,Iris-versicolor
+19,5.108947716173039,3.0540000000285974,4.899491304226054,1.6654274751354237,Iris-versicolor
+20,5.108947716173094,3.054000000036142,4.899491321236836,1.6654274751363616,Iris-versicolor
+21,5.108947716173043,3.0540000000304417,4.899491304392598,1.6654274751355413,Iris-versicolor
+22,5.108947716173507,3.054000000046914,4.899491396719195,1.6654274751400924,Iris-versicolor
+23,6.179366488624629,3.0540000000447227,4.899491517405311,1.6654274751451281,Iris-versicolor
+24,6.179366488713404,3.054000000018881,4.899493972185585,1.665427475340149,Iris-versicolor
+25,6.179370000924764,3.0540000001795273,4.903950696481097,1.6654437328584444,Iris-versicolor
+26,6.180954039941214,3.0540000000702183,4.970492053652634,1.6661858015050468,Iris-virginica
+27,6.179672347616612,3.054000000704526,4.929179196534004,1.6660161543705885,Iris-virginica
+28,5.108947716173062,3.0540000000353738,4.899491311989926,1.6654274751359295,Iris-versicolor
+29,6.1793664886676805,3.054000000092491,4.89949288446381,1.6654274752286677,Iris-versicolor
+30,6.183483187678142,3.0540000000292316,4.985133201937789,1.6671716306445703,Iris-virginica
+31,6.17936648862711,3.0540000000468877,4.899491679659705,1.665427475155392,Iris-versicolor
+0,6.179366497128518,3.0540000000127976,4.899564002153638,1.665427489405803,Iris-versicolor
+1,6.179366489333479,3.054000000016389,4.899505922967026,1.6654274757987186,Iris-versicolor
+2,6.181145826084422,3.0540000008023167,4.952456097926207,1.6689376650890773,Iris-virginica
+3,6.190586605111879,3.054000000025597,5.042160353879972,1.6689343910180459,Iris-virginica
+4,5.108947716173043,3.054000000027613,4.899491305901986,1.6654274751355012,Iris-versicolor
+5,6.179366488641891,3.0540000000370067,4.8994922250912945,1.6654274751926088,Iris-versicolor
+6,6.179368672362576,3.0540000011368713,4.9026266800641,1.66544765633418,Iris-versicolor
+7,5.108947716174127,3.054000000056286,4.8994914768943065,1.665427475143238,Iris-versicolor
+8,6.19566271593717,3.054000000006053,5.084317207159235,1.6680798711216314,Iris-virginica
+9,5.108947716173207,3.0540000000463583,4.8994913486008,1.6654274751373541,Iris-versicolor
+10,6.17936672147545,3.0540000000652694,4.900310500627163,1.6654281400540956,Iris-versicolor
+11,6.179366488638159,3.054000000015262,4.899492057599102,1.6654274751867717,Iris-versicolor
+12,5.108947716173096,3.0540000000316536,4.899491321262196,1.665427475136445,Iris-versicolor
+13,6.17936649659782,3.0540000000802974,4.8995546735815685,1.6654274993385132,Iris-versicolor
+14,6.185451889459794,3.0540000001942347,5.002593667789613,1.6694216342069343,Iris-virginica
+15,6.179367841701001,3.0540000000979055,4.902005572456688,1.6654297927771833,Iris-versicolor
+16,6.18709949172828,3.05400000008366,4.990206827930971,1.6715560450765228,Iris-virginica
+17,6.179366488707866,3.054000000086726,4.899493805275261,1.6654274752773954,Iris-versicolor
+18,6.18187761690856,3.0540000006668206,4.963515186316438,1.66914569910564,Iris-virginica
+19,5.108947716173061,3.0540000000346295,4.899491311642337,1.6654274751358804,Iris-versicolor
+20,6.179518449324424,3.0540000001733354,4.9217272192452635,1.665724218027106,Iris-virginica
+21,6.179366488657738,3.0540000000207574,4.899492711427928,1.6654274751980733,Iris-versicolor
+22,6.185886664628609,3.0540000000097853,5.004174557760698,1.6672374538279686,Iris-virginica
+23,6.185810727943688,3.0540000001751846,4.992190757171712,1.6701461496660452,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
+0,6.17936648875471,3.0540000000353693,4.899495107790176,1.6654274754276313,Iris-versicolor
+1,5.108947716173366,3.054000000061322,4.899491373124822,1.6654274751399292,Iris-versicolor
+2,5.108947716173058,3.0540000000258556,4.899491312391358,1.6654274751355356,Iris-versicolor
+3,6.192295318563956,3.054000000010777,5.020253580267035,1.6707738838627941,Iris-virginica
+4,6.184987628519631,3.0540000000159493,4.998605979708525,1.6671716390051154,Iris-virginica
+5,6.180200601288144,3.0540000000328553,4.948575293325546,1.665894058295254,Iris-virginica
+6,6.1898579385190065,3.0540000000033336,5.018838831198593,1.667499147046542,Iris-virginica
+7,6.179366488629328,3.0540000000574734,4.899491748360032,1.665427475165217,Iris-versicolor
+8,6.193332311662244,3.054000000009988,5.052640725630102,1.6686638812987806,Iris-virginica
+9,6.179366489049795,3.0540000000188217,4.899499996108165,1.665427476006179,Iris-versicolor
+10,6.179366488639039,3.0540000000173726,4.8994921012229575,1.6654274751867733,Iris-versicolor
+11,6.192778446549359,3.054000000023409,5.0107463534652465,1.672143229813825,Iris-virginica
+12,6.193312520158282,3.0540000000097183,5.052322939255873,1.6686685707489244,Iris-virginica
+13,6.189399406991959,3.054000000082673,4.996054952684846,1.6748421838410636,Iris-virginica
+14,6.190881427966447,3.054000000027448,5.031815393719192,1.6701524527013953,Iris-virginica
+15,6.1871297269665435,3.054000000286923,4.992930274292488,1.6754495990583747,Iris-virginica
+16,6.179405519145978,3.0540000000898115,4.914686795259564,1.6654651407925103,Iris-versicolor
+17,6.182725945829072,3.0540000000124308,4.981670351017084,1.6666349051616167,Iris-virginica
+18,6.189883723666746,3.0540000000492697,5.01301860921149,1.671300625529434,Iris-virginica
+19,6.18315059203969,3.0540000000236,4.9764117925896265,1.6672160859059932,Iris-virginica
+20,6.179370350537667,3.054000000085182,4.904521016339467,1.665442997915869,Iris-versicolor
+21,6.179366595742958,3.0540000000207637,4.899989802992093,1.6654278906335644,Iris-versicolor
+22,6.190033529205085,3.054000000048206,5.01762012689445,1.6710153164218295,Iris-virginica
+23,6.192994068529152,3.054000000008548,5.037501792486011,1.6684738487593342,Iris-virginica
+24,5.1089477161731764,3.0540000000311793,4.899491342277847,1.6654274751369527,Iris-versicolor
+25,6.179368209455439,3.054000000030902,4.9027603133367075,1.6654370508871226,Iris-versicolor
+26,5.108947716173049,3.05400000003033,4.899491306578992,1.665427475135704,Iris-versicolor
+27,6.179545292386108,3.0540000001556313,4.925247090426641,1.665631632840768,Iris-virginica
+28,6.1793665097899515,3.0540000000411753,4.899627886918458,1.6654275013818323,Iris-versicolor
+29,6.179872063533722,3.0540000000070573,4.942423511803341,1.665606979543183,Iris-virginica
+30,6.1847700966192685,3.054000000401241,4.996101240510853,1.6703553676173617,Iris-virginica
+31,6.179369624274407,3.054000000020859,4.904455197123894,1.6654302937160985,Iris-versicolor
+0,5.108947716173492,3.0540000000250727,4.899491393199176,1.6654274751375047,Iris-versicolor
+1,6.1874210409215955,3.0540000000511265,5.0279813834716816,1.6684525534313603,Iris-virginica
+2,5.108947716173065,3.054000000030464,4.899491312704595,1.6654274751359426,Iris-versicolor
+3,6.183934009456473,3.0540000000054985,4.984560744972619,1.6668419978011915,Iris-virginica
+4,6.179366488622901,3.0540000000255616,4.8994913972356775,1.6654274751404998,Iris-versicolor
+5,6.189855102396768,3.054000000032584,5.024656964542913,1.6694897351290858,Iris-virginica
+6,6.18035536062849,3.0540000001176426,4.948672809180553,1.6662429842689896,Iris-virginica
+7,6.180419927115998,3.05400000228185,4.940717972381323,1.6691001667613077,Iris-virginica
+8,6.1868116657573875,3.0540000000354914,5.025827329898795,1.667815826550725,Iris-virginica
+9,6.184057722042752,3.054000000034351,4.987576807686793,1.6676098639101922,Iris-virginica
+10,6.179366635873563,3.0540000005543533,4.899919046846803,1.6654277508476358,Iris-versicolor
+11,5.108947716173076,3.054000000023802,4.8994913165161424,1.6654274751354399,Iris-versicolor
+12,6.183916578947585,3.0540000001332626,4.978898803337322,1.6692328889875192,Iris-virginica
+13,6.188414260969026,3.0540000000199212,5.028425939206734,1.6680740935771288,Iris-virginica
+14,6.190132920369937,3.0540000000466354,5.017010793502642,1.671279434606316,Iris-virginica
+15,6.180364286953733,3.0540000000374046,4.947897291112152,1.6661458122021227,Iris-virginica
+16,6.1801968941284855,3.0540000000250407,4.95212932538527,1.6657837858149678,Iris-virginica
+17,6.188240467609185,3.0540000000585263,5.000563519510501,1.6708767503785018,Iris-virginica
+18,5.108947716173054,3.0540000000274388,4.899491309976532,1.6654274751356537,Iris-versicolor
+19,6.179366766049897,3.0540000010405053,4.900194398479771,1.6654303003927458,Iris-versicolor
+20,6.179366488631267,3.0540000000473104,4.899491880319764,1.665427475157098,Iris-versicolor
+21,6.1917742738273045,3.054000000022845,5.027913396273038,1.6702712356558354,Iris-virginica
+22,6.192158200280413,3.0540000000191556,5.041402314124689,1.6697812183972962,Iris-virginica
+23,6.179452891922917,3.054000000014142,4.920612820448529,1.6654752254961336,Iris-virginica
+24,6.1793664886301425,3.05400000010073,4.899491765473067,1.6654274751736062,Iris-versicolor
+25,6.186143915138119,3.05400000011374,5.020960191883832,1.6684086201942172,Iris-virginica
+26,6.1864461622467966,3.0540000000445375,5.022448756339762,1.667843202238067,Iris-virginica
+27,6.1801355534860125,3.0540000000839305,4.946937281475691,1.6659821967931299,Iris-virginica
+28,6.191250809881171,3.054000000012983,5.069082984378193,1.6676485616108547,Iris-virginica
+29,6.179366517763929,3.0540000000114644,4.899697559524121,1.665427562410822,Iris-versicolor
+30,5.1089477161730406,3.0540000000288443,4.899491303781926,1.6654274751354843,Iris-versicolor
+31,6.193984120597365,3.0540000000089558,5.035233226258457,1.6694538847038227,Iris-virginica
+0,6.179366488637837,3.0540000000658574,4.899492163860703,1.665427475192921,Iris-versicolor
+1,6.192593842042134,3.05400000001085,5.036390434415485,1.669890106952472,Iris-virginica
+2,5.108947716173095,3.0540000000265115,4.899491322372731,1.6654274751364204,Iris-versicolor
+3,6.189377212313622,3.0540000000697947,5.0180823422918435,1.6712610830058838,Iris-virginica
+4,6.179652009655407,3.0540000005136045,4.928433088306958,1.665940462787182,Iris-virginica
+5,5.108947716173047,3.0540000000330347,4.899491305930214,1.6654274751356495,Iris-versicolor
+6,6.179366525834128,3.054000000069505,4.899693597224345,1.665427577590285,Iris-versicolor
+7,5.108947716173053,3.054000000026861,4.899491308149856,1.6654274751357805,Iris-versicolor
+8,6.179366488624754,3.054000000017308,4.899491510311099,1.6654274751472464,Iris-versicolor
+9,6.1939566852280565,3.054000000010353,5.0251753981996705,1.6702034459090944,Iris-virginica
+10,6.179369893983093,3.054000002655863,4.903263157409063,1.6654631362052559,Iris-versicolor
+11,5.108947716173264,3.054000000021893,4.899491355457911,1.6654274751385176,Iris-versicolor
+12,6.193052857411077,3.054000000011742,5.031751821436135,1.6690189087881417,Iris-virginica
+13,6.186322066560917,3.054000000008786,5.026943940843388,1.6668852736140067,Iris-virginica
+14,6.181317635448476,3.0540000001169294,4.9622433529431555,1.6668555214926961,Iris-virginica
+15,6.1906070589354405,3.054000000034483,5.050640931458993,1.6687440097826938,Iris-virginica
+16,6.179775846056235,3.0540000016065942,4.930763547773894,1.6666390889007392,Iris-virginica
+17,6.194413524005646,3.054000000007356,5.051933976438032,1.6688939186387468,Iris-virginica
+18,6.191827119959484,3.0540000000208276,5.013675431086234,1.6711687515926776,Iris-virginica
+19,6.191322716874219,3.0540000000258924,5.031552712495298,1.6699748755389212,Iris-virginica
+20,6.179367266344041,3.0540000002106877,4.901136567300087,1.6654310617422097,Iris-versicolor
+21,6.181823122297758,3.054000000002551,4.967421192205779,1.6663323732291278,Iris-virginica
+22,6.192090996453693,3.054000000017284,5.035803988546399,1.6698564645267808,Iris-virginica
+23,5.108947716173054,3.0540000000297054,4.8994913085629666,1.6654274751358027,Iris-versicolor
+24,6.179965882324921,3.054000001396446,4.934973241698672,1.6671088756792694,Iris-virginica
+25,6.19306115522988,3.0540000000053333,5.035943052133909,1.6679228615118753,Iris-virginica
+26,6.183367260833038,3.054000000163116,4.972180708836578,1.669416484518978,Iris-virginica
+27,6.188898020598171,3.054000000081944,5.00688467808098,1.672422726099505,Iris-virginica
+28,6.179366488963233,3.054000000076715,4.899498082945152,1.665427475594414,Iris-versicolor
+29,6.179917265974851,3.0540000000074814,4.94606278737836,1.6656048299527242,Iris-virginica
+30,6.188760195375603,3.054000000090304,5.017717280051008,1.6709657506242712,Iris-virginica
+31,6.184223417674027,3.0540000003170804,4.980466548616395,1.6708672903197521,Iris-virginica
+0,5.108947716173081,3.0540000000259107,4.899491318870443,1.6654274751360112,Iris-versicolor
+1,6.179369136540327,3.0540000002556575,4.903451510074066,1.665432967288946,Iris-versicolor
+2,6.179500328292888,3.054000000037798,4.925042947481489,1.6655065979509867,Iris-virginica
+3,6.179386226187298,3.0540000001150243,4.908146568390147,1.6654994997844645,Iris-versicolor
+4,6.179417891349609,3.054000000126073,4.914306090084825,1.6655140823785162,Iris-virginica
+5,5.108947716173058,3.0540000000249314,4.89949131167824,1.6654274751353668,Iris-versicolor
+6,6.179366953908574,3.054000000103875,4.900748788333106,1.6654297731232113,Iris-versicolor
+7,6.191825516448877,3.054000000020393,5.041793027900551,1.6696544068725618,Iris-virginica
+8,6.180704528897655,3.0540000001143413,4.952952475765303,1.6665300391501752,Iris-virginica
+9,6.18230822120685,3.054000000016675,4.968631341829299,1.6668447298642008,Iris-virginica
+10,6.179366488953191,3.054000000018334,4.899498381320076,1.6654274759302299,Iris-versicolor
+11,6.183262576688825,3.054000000014516,4.999917428507065,1.6664951026752335,Iris-virginica
+12,6.189151958812509,3.054000000057368,5.021083897068117,1.6701155688311902,Iris-virginica
+13,6.191161458087076,3.0540000000132173,5.029335724488349,1.6687986665404768,Iris-virginica
+14,5.10894771617313,3.054000000048269,4.899491331469987,1.665427475136807,Iris-versicolor
+15,6.191693633976055,3.054000000021516,5.034627644919555,1.6700356607801858,Iris-virginica
+16,6.184049913991863,3.0540000000881795,5.002555077925483,1.6674864078188671,Iris-virginica
+17,5.10894771617309,3.054000000027492,4.899491321537756,1.6654274751357845,Iris-versicolor
+18,6.179367161394248,3.0540000000156993,4.901183032957769,1.665430062590159,Iris-versicolor
+19,6.179366934493574,3.054000000007793,4.900926749081788,1.665428984038121,Iris-versicolor
+20,6.1911568079063155,3.05400000002867,5.026654494975436,1.670561915496052,Iris-virginica
+21,6.187597392926623,3.054000000122759,5.00101510409133,1.6718287077381118,Iris-virginica
+22,6.191424189814147,3.054000000023896,5.0186129576136995,1.6711182861188991,Iris-virginica
+23,6.1793671654524704,3.05400000007304,4.901241624976853,1.6654284493592166,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
+0,6.188033881063073,3.054000000116562,5.008482527331196,1.6713852497435433,Iris-virginica
+1,6.190507449553709,3.0540000000361043,5.01175855728433,1.671326864998304,Iris-virginica
+2,6.179366488622965,3.054000000020754,4.899491400183941,1.6654274751407507,Iris-versicolor
+3,6.191689793916741,3.0540000000268557,5.010400389173699,1.6721016864690892,Iris-virginica
+4,6.192950041705311,3.054000000016685,5.022661435205273,1.6697418761189973,Iris-virginica
+5,6.179420547970165,3.054000000119137,4.915505746467054,1.6654951378739693,Iris-virginica
+6,6.1798797315388745,3.0540000035382455,4.931991294525539,1.667521922394916,Iris-virginica
+7,6.179366488844564,3.0540000000244283,4.899496766375116,1.6654274753770515,Iris-versicolor
+8,6.1868734462323625,3.0540000000090872,5.016349519191783,1.6673969165440095,Iris-virginica
+9,6.179366488625922,3.054000000043374,4.899491592321894,1.6654274751493146,Iris-versicolor
+10,6.192814331722388,3.054000000005618,5.051511445253532,1.6679967750520357,Iris-virginica
+11,6.179366488800517,3.0540000000381218,4.899495727233484,1.6654274753585239,Iris-versicolor
+12,6.179366488675285,3.054000000013464,4.89949316124651,1.6654274752517588,Iris-versicolor
+13,6.188140054380614,3.0540000001164835,5.026051077320377,1.6697545772144295,Iris-virginica
+14,6.1892459621817215,3.0540000000654692,5.026511116527085,1.670075569536395,Iris-virginica
+15,6.19247020719126,3.054000000015662,5.045174365471892,1.6692058513924648,Iris-virginica
+16,6.187356629992046,3.0540000001322687,5.025802241171703,1.6693858486268747,Iris-virginica
+17,6.179416377726012,3.0540000000263596,4.915071271247473,1.6654738430876466,Iris-virginica
+18,6.190126957402014,3.054000000044859,5.0209074880473565,1.6708654628269404,Iris-virginica
+19,6.1947304613630205,3.0540000000067717,5.059254569340875,1.668612664191605,Iris-virginica
+20,6.180897396451903,3.0540000002290397,4.951816816898795,1.6673737796530383,Iris-virginica
+21,6.18171867920302,3.0540000001244327,4.963127123991294,1.6674956500956128,Iris-virginica
+22,6.190055391329265,3.05400000004673,5.040788028023046,1.66934704346262,Iris-virginica
+23,5.108947716173278,3.0540000000617216,4.899491360422035,1.6654274751379385,Iris-versicolor
+24,6.188603989738407,3.054000000088386,5.008880682678655,1.671528016043168,Iris-virginica
+25,6.190977824052357,3.054000000025511,5.026359571110244,1.6704568124325694,Iris-virginica
+26,6.19083964884617,3.0540000000356007,5.007203389961592,1.6725333430444456,Iris-virginica
+27,6.191451374199186,3.054000000014376,5.014486962609104,1.6715534390334374,Iris-virginica
+28,6.190023675980993,3.0540000000309777,5.034507541706059,1.6690714460457816,Iris-virginica
+29,6.179369454423948,3.054000000103366,4.903742192946959,1.6654344661380969,Iris-versicolor
+30,5.108947716173083,3.0540000000324197,4.899491319380727,1.6654274751362805,Iris-versicolor
+31,6.179366488634107,3.0540000000430934,4.899491965475733,1.6654274751624052,Iris-versicolor
+0,6.179366490451542,3.054000000427586,4.8995112804057515,1.6654274807592488,Iris-versicolor
+1,5.108947716173044,3.0540000000306526,4.899491305070917,1.6654274751355675,Iris-versicolor
+2,6.189716219554378,3.0540000000557104,5.010806111161183,1.6712112733251072,Iris-virginica
+3,6.1814367789009985,3.054000000361514,4.973749217033075,1.667030320405247,Iris-virginica
+4,6.181268458392577,3.0540000000069196,4.96835728563168,1.666019834488826,Iris-virginica
+5,6.181390237528513,3.054000000062478,4.979115065413357,1.66624270220255,Iris-virginica
+6,6.18002744305794,3.0540000000680165,4.946292891402905,1.665842655114971,Iris-virginica
+7,6.191474204007159,3.054000000015947,5.029031032778759,1.6703026688584601,Iris-virginica
+8,6.179366490351443,3.0540000000271714,4.899515154595796,1.6654274796553317,Iris-versicolor
+9,6.183996562753842,3.0540000004768917,4.985888921673694,1.6702642315581904,Iris-virginica
+10,5.108947716173034,3.0540000000273344,4.8994913015715715,1.6654274751353448,Iris-versicolor
+11,6.179366488624416,3.0540000000280068,4.899491507862678,1.6654274751412492,Iris-versicolor
+12,6.18975891337288,3.0540000000237324,5.019913356616433,1.6688965263131583,Iris-virginica
+13,6.179366488904666,3.0540000003852996,4.899496467341034,1.6654274758114687,Iris-versicolor
+14,6.179417795803471,3.0540000005078194,4.913472419886459,1.6656094829401857,Iris-versicolor
+15,6.179366488661058,3.054000000047367,4.899492781960789,1.6654274752268556,Iris-versicolor
+16,5.108947716173095,3.054000000029242,4.899491323182961,1.6654274751358722,Iris-versicolor
+17,6.1794324925391955,3.0540000000061416,4.918666768181865,1.6654587154427678,Iris-virginica
+18,6.179366488624003,3.054000000025938,4.899491487131772,1.6654274751409,Iris-versicolor
+19,6.179366488623579,3.0540000000467367,4.899491453647828,1.6654274751454292,Iris-versicolor
+20,6.18593526145768,3.0540000000077647,5.008821100078521,1.6670668660812067,Iris-virginica
+21,5.108947716173373,3.054000000024039,4.899491375305733,1.6654274751371045,Iris-versicolor
+22,5.10894771617305,3.0540000000291654,4.899491308023895,1.6654274751357034,Iris-versicolor
+23,6.191880746931612,3.054000000005218,5.0266954048589465,1.6680303057319044,Iris-virginica
+24,5.108947716173208,3.054000000038389,4.89949134990583,1.6654274751372244,Iris-versicolor
+25,6.188500339509947,3.054000000055722,5.007834885479227,1.6701137074883665,Iris-virginica
+26,6.179882316110387,3.054000000010652,4.936021699728952,1.6657693597453593,Iris-virginica
+27,6.190558762590314,3.0540000000305705,5.025355634314394,1.6697098617565294,Iris-virginica
+28,6.190108282778049,3.054000000040231,5.016820551913504,1.6714061466201722,Iris-virginica
+29,6.189435709774925,3.0540000000371075,4.99932211528628,1.6708564505671433,Iris-virginica
+30,5.108947716173168,3.054000000039915,4.899491338070869,1.6654274751372058,Iris-versicolor
+31,6.188574216032327,3.054000000106492,5.028878736951336,1.6699882520032658,Iris-virginica
+0,5.1089477161730406,3.0540000000281027,4.8994913037441155,1.665427475135502,Iris-versicolor
+1,6.185839057793043,3.054000000121205,5.0233067883049705,1.6681343249832588,Iris-virginica
+2,6.179366488646177,3.0540000000262033,4.899492474723957,1.6654274752015512,Iris-versicolor
+3,6.1793664887311195,3.0540000000196086,4.89949441471363,1.6654274754022391,Iris-versicolor
+4,6.187119433125625,3.0540000000272585,5.013526149407978,1.6681244546460514,Iris-virginica
+5,6.181987056681785,3.054000000024162,4.964997040851089,1.6669415105148158,Iris-virginica
+6,6.190839834992836,3.054000000034561,5.044168102403241,1.6693622939125636,Iris-virginica
+7,6.180050226677835,3.054000001667121,4.938050963148922,1.6672513186704971,Iris-virginica
+8,6.187758998908671,3.0540000000771204,5.009952068878897,1.6696245071162594,Iris-virginica
+9,5.108947716173057,3.0540000000269956,4.899491312003281,1.665427475135625,Iris-versicolor
+10,6.180696543414832,3.0540000001198893,4.949143601145546,1.6668284978658696,Iris-virginica
+11,6.1793664889806825,3.0540000000223486,4.89949877439632,1.665427475476523,Iris-versicolor
+12,5.108947716173061,3.054000000029645,4.89949131187668,1.665427475135837,Iris-versicolor
+13,6.179366489493994,3.054000000015665,4.899506000855406,1.6654274767924233,Iris-versicolor
+14,5.108947716173071,3.0540000000313574,4.899491314020676,1.6654274751360798,Iris-versicolor
+15,6.192740828190518,3.054000000013699,5.027099088231019,1.6703611938977247,Iris-virginica
+16,6.192556425865065,3.054000000013051,5.03467757223688,1.6697954141950615,Iris-virginica
+17,6.179366491256004,3.054000000123833,4.899521247397806,1.6654274811987146,Iris-versicolor
+18,5.108947716173039,3.0540000000267042,4.899491304036799,1.6654274751354456,Iris-versicolor
+19,6.1830559465690555,3.054000000296819,4.974708923378594,1.6690564655802704,Iris-virginica
+20,6.190989792516093,3.0540000000161163,5.073094641823924,1.6675758515813588,Iris-virginica
+21,6.1949108716442405,3.0540000000082936,5.092034729738921,1.6679118641324038,Iris-virginica
+22,6.179366488695164,3.0540000000172745,4.899493942633932,1.6654274751986142,Iris-versicolor
+23,6.179513090407226,3.054000000005598,4.925966360531926,1.6654883493343726,Iris-virginica
+24,6.192640018964545,3.0540000000143035,5.023946876023758,1.6702941406946166,Iris-virginica
+25,5.1089477161734385,3.0540000000526017,4.899491392353979,1.6654274751396194,Iris-versicolor
+26,6.183690320115039,3.0540000005337027,4.979667367601005,1.670891804661509,Iris-virginica
+27,6.1793665009665055,3.054000000359974,4.899571600628709,1.6654275174366835,Iris-versicolor
+28,6.179367492706725,3.0540000000229037,4.901641603392101,1.6654300232748471,Iris-versicolor
+29,6.179366616012635,3.054000000123259,4.899989100947819,1.6654279290225684,Iris-versicolor
+30,5.108947716173062,3.054000000027052,4.899491311520064,1.6654274751359655,Iris-versicolor
+31,6.179366488624689,3.054000000034578,4.899491522408615,1.665427475146882,Iris-versicolor
+0,6.185614645089231,3.054000000253677,4.994658244737457,1.670402603473739,Iris-virginica
+1,6.1793678556297635,3.0540000022647362,4.901395866986301,1.6654346505822681,Iris-versicolor
+2,6.192416373854289,3.0540000000157246,5.0205872128113676,1.670444839316309,Iris-virginica
+3,6.17937004063943,3.054000003259274,4.9031538468194125,1.665464427189398,Iris-versicolor
+4,6.18515878549888,3.054000000345997,4.99730797576623,1.6705235536446041,Iris-virginica
+5,6.17936648930894,3.054000000038716,4.899503225544651,1.6654274766791932,Iris-versicolor
+6,6.180099663607029,3.0540000005162513,4.937920748152846,1.6669190079037364,Iris-virginica
+7,6.192138785252854,3.054000000013572,5.023401677722943,1.6707006516051022,Iris-virginica
+8,6.17936648969897,3.05400000002085,4.899509242680414,1.6654274760061774,Iris-versicolor
+9,6.179880935871203,3.0540000000211673,4.935507921744509,1.6658531891214254,Iris-virginica
+10,6.179366488622907,3.05400000002999,4.899491404750689,1.665427475139365,Iris-versicolor
+11,6.192285574796894,3.054000000014345,5.031292770270025,1.670280017083021,Iris-virginica
+12,6.182805123348366,3.0540000004425605,4.971309644740945,1.6695638658395033,Iris-virginica
+13,5.1089477161730406,3.054000000030156,4.899491303473919,1.6654274751355012,Iris-versicolor
+14,6.179366914716409,3.054000000119944,4.900644510086705,1.665428889402103,Iris-versicolor
+15,6.190627823700623,3.05400000001008,5.04676422284942,1.6678603334028288,Iris-virginica
+16,6.192018683702744,3.054000000015009,5.027921238063611,1.670352483841046,Iris-virginica
+17,6.179366488657529,3.0540000000211744,4.899492692584362,1.6654274752027596,Iris-versicolor
+18,6.179366488634058,3.0540000000149155,4.89949194849662,1.6654274751755918,Iris-versicolor
+19,6.187720362669184,3.0540000000550482,5.003924433407193,1.6695341985471384,Iris-virginica
+20,6.179410046111327,3.0540000000233394,4.915010544271201,1.6654614427902257,Iris-virginica
+21,6.179366488640871,3.0540000000251557,4.899492208292667,1.6654274751593647,Iris-versicolor
+22,6.179366491153187,3.054000000025314,4.899522357132796,1.66542748114579,Iris-versicolor
+23,6.180689495637125,3.0540000001262144,4.957508412258886,1.6663558680941706,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
+0,6.179366495406125,3.0540000000321372,4.89955527638331,1.6654274963321687,Iris-versicolor
+1,6.193139621278489,3.0540000000087146,5.045049222000659,1.6693834371193996,Iris-virginica
+2,6.189265277512751,3.054000000008854,5.057448206003873,1.667147883433806,Iris-virginica
+3,5.108947716173102,3.054000000037592,4.899491322816034,1.6654274751364517,Iris-versicolor
+4,6.179400509210205,3.0540000000325183,4.911808201510416,1.6654892391525415,Iris-virginica
+5,6.191565064495582,3.054000000012394,5.0351682156884525,1.6682387516582504,Iris-virginica
+6,6.1811018464944265,3.0540000002362104,4.952516656060098,1.667749632852437,Iris-virginica
+7,6.179376948498377,3.054000001757992,4.906039462379238,1.6655068849623829,Iris-versicolor
+8,6.1810864911374175,3.0540000004875747,4.957605934367314,1.667705549941145,Iris-virginica
+9,6.19264632145841,3.0540000000133776,5.040196679471498,1.669796923171496,Iris-virginica
+10,6.181142892008601,3.0540000000173007,4.970514028175815,1.666074609670672,Iris-virginica
+11,5.108947716173276,3.054000000051922,4.899491363157393,1.6654274751394047,Iris-versicolor
+12,6.1906479561248835,3.0540000000388425,5.0375699047530835,1.6697282647437266,Iris-virginica
+13,5.108947716173039,3.054000000026572,4.899491304132018,1.6654274751353983,Iris-versicolor
+14,6.179366489380064,3.0540000000164387,4.899504733337554,1.6654274757614191,Iris-versicolor
+15,6.188083813686197,3.05400000001533,5.008462816546602,1.6684722237548468,Iris-virginica
+16,6.17950114918792,3.054000000012267,4.924999528412599,1.6654925426830243,Iris-virginica
+17,6.184536609091188,3.054000000111092,4.984820174417329,1.6690627257933162,Iris-virginica
+18,5.108947716173119,3.0540000000445295,4.899491329535454,1.6654274751365161,Iris-versicolor
+19,6.179480341273923,3.054000000002446,4.919596220474125,1.665554655492188,Iris-virginica
+20,6.187014349498117,3.054000000316337,4.986690816674019,1.6779631843029281,Iris-virginica
+21,6.187344567409211,3.0540000001939505,5.011850645169467,1.6709867816774533,Iris-virginica
+22,6.194991044385878,3.0540000000100123,5.028059126007878,1.6698409681544615,Iris-virginica
+23,6.17997029864586,3.054000000003251,4.939434789048003,1.6657070287208702,Iris-virginica
+24,6.180311654942507,3.0540000001195438,4.9440690433925605,1.6664397896146592,Iris-virginica
+25,5.108947716173165,3.0540000000308107,4.899491336000356,1.665427475137499,Iris-versicolor
+26,6.179366701981876,3.0540000013043844,4.900009610362737,1.6654281544370748,Iris-versicolor
+27,5.108947716173143,3.0540000000272443,4.899491332513844,1.6654274751371227,Iris-versicolor
+28,6.179381929639451,3.054000000035444,4.90829552958055,1.665454315033619,Iris-versicolor
+29,6.185568275745546,3.054000000016728,5.0232094725594525,1.6670395135383005,Iris-virginica
+30,6.18068310617024,3.0540000000619796,4.957017143465163,1.666329813372956,Iris-virginica
+31,6.1895200446723555,3.054000000060459,5.015600384308727,1.671493108932092,Iris-virginica
+0,6.188398707613316,3.054000000020244,5.0057188777228,1.6686750779039246,Iris-virginica
+1,6.188418098936804,3.0540000001062997,5.010837740967174,1.671633197818124,Iris-virginica
+2,5.108947716173179,3.0540000000296867,4.899491342312634,1.6654274751363454,Iris-versicolor
+3,5.108947716173834,3.0540000000322824,4.89949144078631,1.6654274751407503,Iris-versicolor
+4,5.108947716173035,3.0540000000277385,4.899491301640901,1.6654274751353562,Iris-versicolor
+5,6.19423749758299,3.0540000000069925,5.045129515932832,1.6687950825175293,Iris-virginica
+6,5.108947716173034,3.0540000000270506,4.899491301590249,1.6654274751353397,Iris-versicolor
+7,6.184375593967939,3.0540000001873646,4.993179054160368,1.6691448051390603,Iris-virginica
+8,5.108947716173089,3.054000000033463,4.899491321698881,1.6654274751361304,Iris-versicolor
+9,6.191747058766411,3.05400000001951,5.038858935035514,1.6694714773298915,Iris-virginica
+10,6.1796628749212745,3.0540000000222314,4.932243879600407,1.6655951636969326,Iris-virginica
+11,6.188851307545474,3.054000000033172,5.0214326628925,1.6690316804384182,Iris-virginica
+12,5.108947716173297,3.0540000000228376,4.899491359970282,1.6654274751386695,Iris-versicolor
+13,5.108947716173086,3.054000000027319,4.899491320435102,1.6654274751357072,Iris-versicolor
+14,6.179369553086283,3.0540000006541157,4.903370282037056,1.6654506434272702,Iris-versicolor
+15,5.108947716173081,3.054000000025343,4.899491318209652,1.6654274751355396,Iris-versicolor
+16,6.180847420778004,3.054000000199359,4.955876488114869,1.6668018778902394,Iris-virginica
+17,6.186134190194876,3.05400000005934,5.020939355483365,1.6680495029708873,Iris-virginica
+18,6.189933530100558,3.0540000000074388,5.016895955670056,1.6682040982183481,Iris-virginica
+19,6.183401159047271,3.054000000146895,4.987080298525846,1.6678222655978698,Iris-virginica
+20,6.18987465755721,3.0540000000492524,5.02679580979469,1.6702403073485688,Iris-virginica
+21,6.179366985894873,3.054000000006531,4.900758197778282,1.6654280415575686,Iris-versicolor
+22,5.108947716173056,3.054000000033754,4.899491309945264,1.665427475135837,Iris-versicolor
+23,6.191615347799505,3.0540000000200203,5.033100509359759,1.6700512142489108,Iris-virginica
+24,6.1887203160668065,3.054000000061792,5.024717247526257,1.6695454473547102,Iris-virginica
+25,6.1858275369179205,3.0540000000293523,5.013740354108338,1.6676173382375206,Iris-virginica
+26,6.179366488657675,3.054000000023095,4.8994927939956865,1.6654274751714044,Iris-versicolor
+27,6.179424958310619,3.054000001150121,4.9127260240020245,1.6657567473277821,Iris-virginica
+28,6.179384492396901,3.054000000034197,4.909368279808359,1.6654650873825187,Iris-versicolor
+29,6.179998596337855,3.0540000000329828,4.943018459198967,1.6657972894462623,Iris-virginica
+30,6.179376245035714,3.054000000019176,4.907170270935688,1.6654509660490446,Iris-versicolor
+31,6.189374463338699,3.05400000000456,5.0161044601097,1.6676198111236316,Iris-virginica
+0,5.108947716173124,3.05400000002678,4.899491331707898,1.665427475136414,Iris-versicolor
+1,6.192638865831266,3.0540000000155376,5.04794705752779,1.6691306203527445,Iris-virginica
+2,5.108947716173046,3.0540000000277834,4.899491306347334,1.6654274751356515,Iris-versicolor
+3,5.108947716173069,3.054000000031976,4.899491315358348,1.665427475135793,Iris-versicolor
+4,6.179366829639332,3.0540000000291485,4.900488823634599,1.6654279815251944,Iris-versicolor
+5,6.192508697023257,3.054000000015888,5.035993992505519,1.6695779111474567,Iris-virginica
+6,6.182561522548605,3.054000000102712,4.969913430813855,1.6678548311445678,Iris-virginica
+7,6.179691986612771,3.054000000245112,4.9298259410199865,1.6659347166966818,Iris-virginica
+8,6.179845680424676,3.054000000021462,4.932664012597758,1.6658812646730572,Iris-virginica
+9,6.184007196120703,3.0540000000456677,4.990599536548295,1.6674552723332146,Iris-virginica
+10,6.186279682289681,3.054000000009688,5.000694165992661,1.6675197300968554,Iris-virginica
+11,6.18237776894777,3.054000000428296,4.963475514610387,1.669986369453206,Iris-virginica
+12,6.17936657717807,3.0540000000337213,4.899893423476598,1.6654275617969092,Iris-versicolor
+13,6.190200897367641,3.0540000000374135,5.031176093931515,1.669508576535112,Iris-virginica
+14,6.179367961591963,3.054000000012628,4.9025152972468975,1.665429065767607,Iris-versicolor
+15,6.182161179981363,3.0540000011260635,4.969957892640782,1.669444844303654,Iris-virginica
+16,6.179368086879847,3.0540000000718344,4.902156473575695,1.6654325952120304,Iris-versicolor
+17,6.179372044815267,3.0540000000112193,4.9067495016526985,1.6654314338497924,Iris-versicolor
+18,6.17936648964052,3.0540000000584135,4.8995058140924534,1.665427476397935,Iris-versicolor
+19,6.184389140146676,3.054000000208029,4.993675738417118,1.669058801231092,Iris-virginica
+20,6.186249661085225,3.0540000001071363,5.013376905250252,1.6689835599955851,Iris-virginica
+21,6.17938527208487,3.0540000000356984,4.9097906226085355,1.6654538016630127,Iris-versicolor
+22,6.182435348573544,3.0540000000053,4.968234749837217,1.666675820343933,Iris-virginica
+23,5.108947716173058,3.0540000000285366,4.899491311096861,1.6654274751357898,Iris-versicolor
+24,6.179366488631512,3.054000000039986,4.899491870412152,1.6654274751655247,Iris-versicolor
+25,6.179367412648725,3.054000000141465,4.901555984085256,1.6654291863783872,Iris-versicolor
+26,6.182037041941888,3.054000000461772,4.956755594110562,1.6706433292608391,Iris-virginica
+27,6.179366495228868,3.054000000055089,4.899544264834749,1.6654274838075505,Iris-versicolor
+28,6.179366488702442,3.054000000057371,4.899494108370403,1.6654274752712908,Iris-versicolor
+29,6.193613497704867,3.054000000009111,5.045613518250762,1.6694326897023901,Iris-virginica
+30,5.108947716173078,3.0540000000246716,4.899491317944798,1.6654274751355616,Iris-versicolor
+31,6.179366489043863,3.0540000000496437,4.899499406551433,1.665427475664027,Iris-versicolor
+0,6.179366488624174,3.0540000000281737,4.899491486993807,1.6654274751463563,Iris-versicolor
+1,6.179366488625401,3.054000000042937,4.899491574546813,1.6654274751519453,Iris-versicolor
+2,6.1793664886297215,3.054000000101153,4.89949173288144,1.6654274751631075,Iris-versicolor
+3,5.108947716173289,3.0540000000315177,4.8994913690018524,1.6654274751382567,Iris-versicolor
+4,5.108947716173084,3.0540000000285406,4.8994913196930945,1.6654274751362035,Iris-versicolor
+5,6.179366488844373,3.05400000004191,4.899496987118147,1.6654274754373204,Iris-versicolor
+6,5.108947716173049,3.0540000000269925,4.89949130869311,1.6654274751355,Iris-versicolor
+7,6.179390961633537,3.054000000018695,4.910172547982146,1.6654848512619072,Iris-virginica
+8,6.186785893856039,3.054000000005418,5.013507664293999,1.667180019126136,Iris-virginica
+9,5.1089477161731605,3.054000000035399,4.899491338032013,1.6654274751369837,Iris-versicolor
+10,6.1793664886789195,3.054000000048783,4.899493284856165,1.665427475210621,Iris-versicolor
+11,6.179463631048492,3.0540000000029743,4.92126252123953,1.6654702614256607,Iris-virginica
+12,5.108947716173059,3.0540000000319867,4.899491312615178,1.6654274751356775,Iris-versicolor
+13,6.188210420609122,3.054000000103473,5.01768818913415,1.670296647634655,Iris-virginica
+14,6.179366488630125,3.0540000000168988,4.899491819036596,1.6654274751482867,Iris-versicolor
+15,6.1914935451337945,3.0540000000198537,5.02926758720759,1.6703801617315064,Iris-virginica
+16,6.181578087053182,3.054000000031572,4.9702614712413435,1.6664230535366327,Iris-virginica
+17,6.179366488822879,3.054000000019416,4.89949607431021,1.6654274753360878,Iris-versicolor
+18,6.188703745527628,3.0540000000565577,5.025571740054891,1.6693696295771927,Iris-virginica
+19,6.187772050090656,3.0540000000303302,5.010607527507753,1.6683496687671522,Iris-virginica
+20,6.179366508456242,3.0540000004499688,4.899599825874168,1.6654275346615421,Iris-versicolor
+21,6.18964853746319,3.0540000000156082,5.018911083230705,1.6688129859111773,Iris-virginica
+22,6.179366726262446,3.054000000085499,4.90035013837909,1.6654283752613366,Iris-versicolor
+23,5.1089477161733585,3.054000000038785,4.899491381729854,1.6654274751385911,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
+0,6.1898386587440815,3.0540000000497023,5.026067511312101,1.6703937902356987,Iris-virginica
+1,6.179366521772103,3.0540000000166736,4.899699171050385,1.665427502246215,Iris-versicolor
+2,6.179595819288565,3.054000000598289,4.924733604789652,1.665996942347715,Iris-virginica
+3,6.179460152432669,3.0540000000070586,4.917899632824996,1.6655005320951253,Iris-virginica
+4,6.185254260960548,3.0540000000177656,5.010587816723158,1.6672364307827292,Iris-virginica
+5,5.108947716173075,3.054000000029658,4.899491315195274,1.6654274751361353,Iris-versicolor
+6,6.179367026118168,3.054000000560535,4.900665209302738,1.665432306034826,Iris-versicolor
+7,6.179366488636665,3.0540000000318157,4.899492033006455,1.6654274751685412,Iris-versicolor
+8,6.179366488770234,3.054000000019816,4.899495208358659,1.6654274754358542,Iris-versicolor
+9,6.179367154626885,3.054000001500842,4.900691943168236,1.6654322387466165,Iris-versicolor
+10,6.17936648917548,3.054000001187472,4.899499518042794,1.6654274777271751,Iris-versicolor
+11,6.194744906902054,3.0540000000073424,5.074983250160609,1.6683630438040866,Iris-virginica
+12,6.187329920385583,3.0540000000250123,5.006410155950057,1.66820356701786,Iris-virginica
+13,6.179366488879443,3.05400000002496,4.899497202896685,1.6654274753578586,Iris-versicolor
+14,5.108947716173548,3.054000000024916,4.899491409212452,1.6654274751385352,Iris-versicolor
+15,6.1794129974886145,3.0540000000104626,4.913806629308925,1.6654892069402278,Iris-virginica
+16,5.10894771617305,3.0540000000290153,4.899491308093687,1.6654274751357003,Iris-versicolor
+17,6.179366490143195,3.0540000000235437,4.899511781887103,1.665427477243911,Iris-versicolor
+18,6.179366488841541,3.0540000000409537,4.899496332458885,1.665427475528214,Iris-versicolor
+19,6.191810964938708,3.0540000000280294,5.004159618336714,1.6732813190087983,Iris-virginica
+20,6.181772576157531,3.0540000004855794,4.971417597556449,1.6677367792280355,Iris-virginica
+21,6.179366488644755,3.054000000041285,4.89949243516517,1.6654274751988576,Iris-versicolor
+22,5.108947716173082,3.0540000000284224,4.899491318985609,1.6654274751361435,Iris-versicolor
+23,6.179366488624634,3.05400000001835,4.899491520214179,1.6654274751474811,Iris-versicolor
+24,6.1899568681516755,3.054000000058135,5.00978160060857,1.6721529410967597,Iris-virginica
+25,6.179366490748373,3.054000000362716,4.899513248938873,1.665427478716351,Iris-versicolor
+26,5.10894771617308,3.0540000000304515,4.899491318347582,1.6654274751362397,Iris-versicolor
+27,6.179571382179076,3.0540000000049714,4.927708798267556,1.6655253349521568,Iris-virginica
+28,6.179376693235039,3.0540000000096996,4.907862543456965,1.6654369669311913,Iris-versicolor
+29,6.179366489249306,3.0540000000421474,4.899502743978523,1.6654274768542565,Iris-versicolor
+30,6.191697397345732,3.054000000015264,5.02202712564796,1.6706196742199868,Iris-virginica
+31,5.1089477161730406,3.0540000000277754,4.899491303963051,1.6654274751354792,Iris-versicolor
+0,6.179366488693308,3.054000000071869,4.899493462755777,1.665427475246666,Iris-versicolor
+1,6.185923000178965,3.054000000210414,4.985473988396327,1.67185265315497,Iris-virginica
+2,6.192136232185097,3.054000000011901,5.044952969336798,1.6686094684242156,Iris-virginica
+3,6.192848911777217,3.054000000014535,5.049279373993904,1.6692771623561071,Iris-virginica
+4,6.1872363318375925,3.0540000000258782,5.048459400351998,1.6672243703905345,Iris-virginica
+5,5.108947716173259,3.05400000004395,4.89949135676231,1.6654274751378153,Iris-versicolor
+6,6.183503619540579,3.054000000036812,4.98610750376911,1.6673744517592988,Iris-virginica
+7,5.108947716173047,3.0540000000289984,4.899491306529749,1.665427475135658,Iris-versicolor
+8,6.179366488623398,3.054000000024182,4.899491428754752,1.6654274751430285,Iris-versicolor
+9,6.1793680065512975,3.054000000145075,4.902373895270581,1.6654333145582383,Iris-versicolor
+10,6.190335534392815,3.0540000000425103,5.030225836505897,1.6701515717854227,Iris-virginica
+11,6.179366488637637,3.0540000000391543,4.899492069521213,1.665427475169668,Iris-versicolor
+12,5.108947716173036,3.054000000027979,4.899491302154558,1.6654274751353848,Iris-versicolor
+13,6.19347984021552,3.054000000011138,5.027201856960093,1.6699366780435552,Iris-virginica
+14,6.17936648895648,3.054000000056336,4.899498281345484,1.6654274754899467,Iris-versicolor
+15,6.179366546173188,3.054000000011139,4.89981582977672,1.6654276370661782,Iris-versicolor
+16,6.179366495105989,3.0540000000544802,4.899545715891135,1.6654274834822758,Iris-versicolor
+17,6.192049557556536,3.054000000019326,5.041035175747913,1.669582733754575,Iris-virginica
+18,6.179366722725938,3.0540000000605283,4.900281903632894,1.665428536829807,Iris-versicolor
+19,6.1795127887359,3.054000000236122,4.921785055577442,1.6656694613251235,Iris-virginica
+20,6.179825521464058,3.054000000009058,4.9356239758675775,1.6656893448170207,Iris-virginica
+21,5.108947716173059,3.0540000000331884,4.899491311988667,1.6654274751358695,Iris-versicolor
+22,5.108947716173209,3.054000000046304,4.8994913518113306,1.665427475137786,Iris-versicolor
+23,6.179366488689984,3.0540000003078105,4.89949338425175,1.6654274753833282,Iris-versicolor
+24,6.182133918035213,3.0540000001066883,4.975758003624314,1.6670754757093862,Iris-virginica
+25,6.179366488919928,3.05400000007029,4.899497419353849,1.6654274758741807,Iris-versicolor
+26,5.108947716173569,3.0540000000527545,4.899491412590522,1.6654274751408122,Iris-versicolor
+27,6.179366491411795,3.0540000000488874,4.899520676644849,1.6654274784881997,Iris-versicolor
+28,6.179366490451653,3.0540000000197747,4.899518274744732,1.6654274768301847,Iris-versicolor
+29,5.108947716173091,3.05400000003569,4.899491320804913,1.6654274751362474,Iris-versicolor
+30,5.108947716173077,3.0540000000292546,4.899491316596045,1.665427475136095,Iris-versicolor
+31,5.108947716173046,3.054000000030596,4.899491305770079,1.6654274751356053,Iris-versicolor
+0,6.188239632389312,3.054000000027706,5.024928563145879,1.668390620960174,Iris-virginica
+1,5.10894771617317,3.0540000000228193,4.899491336573157,1.665427475137327,Iris-versicolor
+2,6.1864808524558335,3.0540000001626586,4.9860444317597725,1.6728018853847055,Iris-virginica
+3,6.179366494517767,3.0540000001081657,4.899540754289716,1.6654274834938747,Iris-versicolor
+4,6.189713224475435,3.054000000055583,4.997515357983723,1.6753722366913986,Iris-virginica
+5,6.179734208332477,3.0540000001209426,4.934087666538429,1.6657659346492373,Iris-virginica
+6,6.179366488780484,3.0540000000165803,4.89949601451492,1.6654274753066929,Iris-versicolor
+7,5.108947716173113,3.05400000002878,4.899491327845045,1.665427475136151,Iris-versicolor
+8,6.189745611903805,3.054000000022103,5.065573914419117,1.6675609031306178,Iris-virginica
+9,5.108947716173039,3.0540000000295486,4.899491303553232,1.6654274751354645,Iris-versicolor
+10,6.179366488628282,3.054000000052985,4.8994917180839535,1.6654274751663232,Iris-versicolor
+11,6.187640240821579,3.0540000000992418,5.003240609258374,1.6701353323441672,Iris-virginica
+12,6.179416195223193,3.054000000040166,4.9143552107107755,1.6655087840041278,Iris-virginica
+13,6.1826872695018205,3.0540000000177927,4.99257008972043,1.6664126376228778,Iris-virginica
+14,6.179366489408224,3.0540000000132563,4.899504928300488,1.6654274768140938,Iris-versicolor
+15,6.191485622397038,3.05400000001629,5.028391532881594,1.6704106601844046,Iris-virginica
+16,6.192379044127357,3.054000000018515,5.05683114338308,1.6688171113303998,Iris-virginica
+17,6.186813634589541,3.0540000000937306,5.0243979728377095,1.6686401695693542,Iris-virginica
+18,6.17936648863549,3.0540000000422642,4.899492103244804,1.6654274751791107,Iris-versicolor
+19,6.17936648862261,3.0540000000241774,4.899491372156855,1.6654274751393636,Iris-versicolor
+20,6.179366493540553,3.0540000000131964,4.899542649705439,1.6654274851191013,Iris-versicolor
+21,6.181546557677281,3.054000000328082,4.967502098973259,1.6674158988558083,Iris-virginica
+22,6.179366491903843,3.054000000077695,4.899526412635423,1.665427478816483,Iris-versicolor
+23,6.190164955025973,3.054000000034912,5.026532453201273,1.669706762645198,Iris-virginica
+24,6.183131772402591,3.0540000000226755,4.991105744766003,1.6668161691205685,Iris-virginica
+25,6.179366488624948,3.054000000036766,4.89949153697285,1.6654274751457057,Iris-versicolor
+26,5.108947716173039,3.054000000029395,4.899491303437466,1.665427475135454,Iris-versicolor
+27,6.179366488675364,3.0540000000138012,4.8994933586823395,1.6654274751850917,Iris-versicolor
+28,6.180165744627734,3.0540000000254337,4.943881146836489,1.6659425774953056,Iris-virginica
+29,6.179366488624631,3.0540000000472536,4.899491524579842,1.6654274751474354,Iris-versicolor
+30,6.184335428118768,3.0540000004540824,4.983233306175282,1.6711956456310548,Iris-virginica
+31,6.179691626127901,3.054000000133092,4.931833064201104,1.665780871349334,Iris-virginica
+0,6.1794962087957055,3.054000001959375,4.918620513186321,1.6659373985964203,Iris-virginica
+1,6.190822501043174,3.05400000004057,5.014771555821965,1.6712541086799362,Iris-virginica
+2,6.191768177698283,3.054000000021285,5.016763220545113,1.6709450030139599,Iris-virginica
+3,6.180158270002475,3.0540000000152148,4.949959066070544,1.6657671988248326,Iris-virginica
+4,6.179366488625641,3.0540000000797916,4.899491584556715,1.6654274751545444,Iris-versicolor
+5,6.1890082731072615,3.054000000024245,5.038909200037601,1.6681781128284832,Iris-virginica
+6,6.179489091463547,3.054000000842047,4.920006144760863,1.6657176993763563,Iris-virginica
+7,5.108947716173036,3.0540000000268077,4.899491302186275,1.6654274751353741,Iris-versicolor
+8,6.18972834070021,3.0540000000123975,5.051162129128056,1.6676199385709656,Iris-virginica
+9,6.196979140976913,3.0540000000043066,5.103799579280622,1.6677427506964013,Iris-virginica
+10,6.179370296855261,3.054000000052942,4.904836774650932,1.6654323201898438,Iris-versicolor
+11,6.184303282611347,3.054000000091972,4.992806293957656,1.668047430167447,Iris-virginica
+12,6.179366488628007,3.0540000000693395,4.899491721740816,1.6654274751581575,Iris-versicolor
+13,6.185091562499751,3.0540000000086303,4.995433756552437,1.6671277614369677,Iris-virginica
+14,5.1089477161734065,3.0540000000278127,4.899491384741191,1.6654274751378089,Iris-versicolor
+15,6.180180177356113,3.054000000215679,4.943439958568918,1.666390058645356,Iris-virginica
+16,6.179366488634958,3.0540000000572833,4.899492055779068,1.6654274751903706,Iris-versicolor
+17,5.108947716173117,3.054000000031666,4.899491325866331,1.6654274751367661,Iris-versicolor
+18,5.108947716173049,3.0540000000300904,4.899491306693373,1.6654274751356861,Iris-versicolor
+19,6.181520394484487,3.0540000000428207,4.970859198282831,1.6664678319025368,Iris-virginica
+20,6.183011185616228,3.0540000000272225,4.996312149658078,1.6666562728796763,Iris-virginica
+21,5.108947716173091,3.054000000040237,4.899491321828634,1.6654274751364526,Iris-versicolor
+22,6.183945096337963,3.054000000285495,4.987623689587844,1.669579242309371,Iris-virginica
+23,6.1871689258291,3.0540000001436196,4.991815664442777,1.6725761792149376,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
+0,6.1795391399272415,3.054000000011646,4.927335368948743,1.6655080224425836,Iris-virginica
+1,6.186491107254755,3.0540000000021443,5.03501749572325,1.6664205734115132,Iris-virginica
+2,6.179366488636754,3.0540000001225183,4.8994920209057655,1.6654274751853217,Iris-versicolor
+3,5.108947716173293,3.0540000000279366,4.899491367766974,1.665427475137524,Iris-versicolor
+4,6.179366492135518,3.054000000049808,4.899530174709681,1.6654274806878413,Iris-versicolor
+5,6.191932181974458,3.0540000000225893,5.008122317745452,1.6723783711646232,Iris-virginica
+6,6.179371620913702,3.054000002508413,4.904152080885685,1.665475760160003,Iris-versicolor
+7,6.179366488638995,3.0540000000426772,4.899492115735139,1.6654274751672165,Iris-versicolor
+8,6.1822475023604735,3.0540000000045113,4.967109984430977,1.6665631339601616,Iris-virginica
+9,6.179366790459486,3.0540000001320875,4.900414143516167,1.665428048876381,Iris-versicolor
+10,6.191802842808894,3.05400000001679,5.029328520546771,1.6703011945477004,Iris-virginica
+11,6.1793664887825654,3.0540000001105536,4.899495345602635,1.6654274754418397,Iris-versicolor
+12,5.108947716173072,3.054000000030736,4.899491315083618,1.6654274751360858,Iris-versicolor
+13,6.179366488841679,3.0540000000621097,4.899496490285259,1.6654274758472958,Iris-versicolor
+14,6.179366488630352,3.0540000000223904,4.899491811246776,1.6654274751486196,Iris-versicolor
+15,6.1793665269890825,3.0540000000935152,4.899684689200979,1.6654275675030275,Iris-versicolor
+16,6.179366488623593,3.0540000000303813,4.899491458328781,1.665427475141038,Iris-versicolor
+17,6.17936704535381,3.054000000142937,4.900872783422104,1.6654293633173045,Iris-versicolor
+18,6.192422472772024,3.05400000000634,5.028280284512954,1.6682280464900265,Iris-virginica
+19,6.179366488625104,3.054000000121195,4.899491542271932,1.66542747515135,Iris-versicolor
+20,6.1793664987735575,3.0540000018334834,4.899557904157746,1.665427527585782,Iris-versicolor
+21,6.1794745391472645,3.0540000002780054,4.9185616309693945,1.6656464866236294,Iris-virginica
+22,6.191077212428496,3.054000000024417,5.02393979715061,1.670123624726193,Iris-virginica
+23,6.189500141619829,3.0540000000633087,5.006256709493077,1.6725258177381837,Iris-virginica
+24,6.180762851802884,3.054000000101683,4.96371829744704,1.6662616167123672,Iris-virginica
+25,6.1866131225599155,3.0540000000290823,5.035702182844237,1.6672566223148328,Iris-virginica
+26,6.179367207858916,3.054000001647585,4.900800034536111,1.6654345667617498,Iris-versicolor
+27,6.1921123900739055,3.054000000013476,5.013426707499147,1.6715430034418142,Iris-virginica
+28,5.108947716173141,3.054000000033281,4.899491330686543,1.6654274751370133,Iris-versicolor
+29,6.190524546462673,3.054000000035576,5.025764332930517,1.670183406294213,Iris-virginica
+30,6.179366530310792,3.054000003222052,4.899642636700107,1.665427645919026,Iris-versicolor
+31,6.191959550414627,3.05400000001715,5.043953760127609,1.6691006683940144,Iris-virginica
+0,6.18014535067438,3.0540000000394,4.939876289986649,1.6661592291437404,Iris-virginica
+1,6.179367196111475,3.05400000041671,4.900954224173154,1.665431961971631,Iris-versicolor
+2,6.179366488623237,3.0540000000263037,4.899491420939955,1.6654274751429867,Iris-versicolor
+3,6.191875876442438,3.05400000000984,5.064240997624538,1.6679508448681057,Iris-virginica
+4,6.180239732350089,3.0540000000508876,4.954062364281775,1.6658537211375763,Iris-virginica
+5,6.179366621831707,3.0540000000195855,4.900092204870056,1.6654276164579318,Iris-versicolor
+6,6.18570226997212,3.0540000000096277,4.994814054987768,1.667500455777725,Iris-virginica
+7,6.179366490266202,3.054000000017964,4.899516208744647,1.6654274768553787,Iris-versicolor
+8,6.179366493471434,3.054000000028568,4.899539825128379,1.6654274793221413,Iris-versicolor
+9,6.179366488649227,3.054000000053863,4.899492427570149,1.6654274751866718,Iris-versicolor
+10,6.179366489580271,3.0540000006844865,4.8995040463749255,1.6654274794165125,Iris-versicolor
+11,6.188193328580409,3.0540000000679317,5.038975411264535,1.6685930601407322,Iris-virginica
+12,5.108947716173045,3.054000000028367,4.899491305514127,1.6654274751355955,Iris-versicolor
+13,6.17936660516557,3.05400000010981,4.899909970347467,1.6654277053552602,Iris-versicolor
+14,6.1881193063477165,3.0540000000686285,5.02347834467064,1.6693389847127968,Iris-virginica
+15,6.186093408737068,3.0540000000436898,5.026272110757023,1.6675445990480746,Iris-virginica
+16,6.1882958647175865,3.0540000000980276,4.993624035128084,1.673231443667155,Iris-virginica
+17,6.186636845453579,3.0540000002408494,4.994899420444783,1.6727127897063725,Iris-virginica
+18,6.1793691861017885,3.0540000000212073,4.903476282612534,1.6654309471993165,Iris-versicolor
+19,5.108947716173104,3.0540000000299545,4.899491323146952,1.6654274751365492,Iris-versicolor
+20,6.187689360534543,3.0540000000442746,5.025203275952756,1.6684062865825529,Iris-virginica
+21,6.188748887139931,3.0540000000978926,5.016516948299257,1.6710601713580922,Iris-virginica
+22,6.179366488998361,3.0540000000122522,4.89949902675684,1.6654274758758283,Iris-versicolor
+23,6.181414587708554,3.05400000001211,4.957826517557613,1.6665659726711002,Iris-virginica
+24,6.1793688170887355,3.054000000172186,4.90291691757613,1.6654357849447885,Iris-versicolor
+25,5.108947716173389,3.054000000033739,4.899491374686168,1.6654274751395526,Iris-versicolor
+26,6.18145195560601,3.0540000005188177,4.95771654488696,1.668561370004282,Iris-virginica
+27,6.179503236823653,3.0540000005981813,4.920580509019594,1.6657507501150548,Iris-virginica
+28,6.179366488622968,3.0540000000296854,4.899491406644757,1.665427475139489,Iris-versicolor
+29,6.17936648864469,3.0540000000974383,4.899492249719867,1.6654274752075315,Iris-versicolor
+30,6.190209764084119,3.0540000000513663,5.002546642059868,1.6727710419063844,Iris-virginica
+31,6.185310378254366,3.0540000002275556,4.988934144092363,1.6706800181876023,Iris-virginica
+0,6.179366488808182,3.0540000000767615,4.899496033380528,1.665427475649059,Iris-versicolor
+1,6.179366488622757,3.054000000036515,4.899491388873685,1.6654274751405054,Iris-versicolor
+2,6.18970663892709,3.0540000000327963,5.039069787901944,1.6687670940634054,Iris-virginica
+3,6.191891162778773,3.054000000023578,5.0245574851135535,1.6701199187616362,Iris-virginica
+4,6.179564987265484,3.054000000104144,4.926384201650294,1.6656383578924752,Iris-virginica
+5,6.19195927014886,3.0540000000190983,5.052304654251381,1.66881502751551,Iris-virginica
+6,6.189481420284903,3.054000000014747,5.029833746977301,1.6682860028083077,Iris-virginica
+7,6.1912751065527605,3.054000000019531,5.021599766822056,1.6709125331037413,Iris-virginica
+8,6.179366488624662,3.0540000000233034,4.899491523907396,1.6654274751475084,Iris-versicolor
+9,6.179366488643517,3.0540000000166114,4.8994922910068,1.66542747518232,Iris-versicolor
+10,6.185415986160124,3.0540000001001415,5.013640824651605,1.6681199962324347,Iris-virginica
+11,6.193927485997081,3.054000000007804,5.033252555050321,1.668680492274504,Iris-virginica
+12,6.189756177644348,3.054000000078552,4.994784876523008,1.6755873245610453,Iris-virginica
+13,6.179366494309422,3.0540000000387373,4.899544402367274,1.66542748627642,Iris-versicolor
+14,6.191151086859341,3.0540000000305287,5.010609578630008,1.6714688401048792,Iris-virginica
+15,5.108947716173132,3.054000000026044,4.899491330583801,1.6654274751358749,Iris-versicolor
+16,6.179366494131738,3.0540000001502654,4.899537493609787,1.6654274834374032,Iris-versicolor
+17,5.108947716173256,3.054000000032739,4.8994913540566385,1.6654274751383087,Iris-versicolor
+18,6.179366488878632,3.0540000000184078,4.899497027976456,1.6654274756390521,Iris-versicolor
+19,6.181171424736907,3.054000000326141,4.961861131313701,1.667125432005576,Iris-virginica
+20,6.179366488625974,3.054000000037037,4.899491601168225,1.6654274751490732,Iris-versicolor
+21,6.179619079233901,3.0540000000521736,4.926581825403523,1.66574954805729,Iris-virginica
+22,6.186853907804204,3.0540000001001344,5.009761201947609,1.6697214290804783,Iris-virginica
+23,6.182561610741688,3.054000000059294,4.977332221194649,1.6672945636920367,Iris-virginica
+24,6.179366490330028,3.0540000000248475,4.899513323499016,1.665427478026878,Iris-versicolor
+25,6.179366488634217,3.054000000113603,4.899492003543829,1.6654274751875708,Iris-versicolor
+26,6.189022462084599,3.054000000100034,5.002476553711598,1.671977445098271,Iris-virginica
+27,6.190261731074179,3.0540000000240526,5.02207939174493,1.6691721428980757,Iris-virginica
+28,6.187203035288427,3.0540000000517686,5.022179446489068,1.668554601633226,Iris-virginica
+29,5.108947716173042,3.054000000028251,4.8994913052782865,1.6654274751355365,Iris-versicolor
+30,6.17936656639151,3.0540000001046765,4.899822648717609,1.6654277755065046,Iris-versicolor
+31,5.10894771617313,3.0540000000419254,4.8994913314494415,1.6654274751368014,Iris-versicolor
+0,6.179366488723477,3.054000000053067,4.899494418335187,1.6654274753126883,Iris-versicolor
+1,6.1793664886361,3.0540000000701553,4.89949206663873,1.665427475187553,Iris-versicolor
+2,6.179366488690706,3.0540000000248395,4.8994937106468415,1.6654274752060225,Iris-versicolor
+3,6.180617274216562,3.0540000002086236,4.9523399906490555,1.6666812128955288,Iris-virginica
+4,6.186681007530054,3.0540000001726284,5.017935424406918,1.669315038480276,Iris-virginica
+5,6.179366580003612,3.0540000000233936,4.899927056698078,1.665427548137791,Iris-versicolor
+6,6.179366495616016,3.0540000000830183,4.899545882535047,1.6654274867487244,Iris-versicolor
+7,6.195112151267421,3.0540000000070644,5.088337069093985,1.6679828021341678,Iris-virginica
+8,5.108947716173053,3.0540000000276506,4.8994913086569785,1.665427475135734,Iris-versicolor
+9,6.179472780285674,3.05400000018199,4.918791666206303,1.66563962209356,Iris-virginica
+10,6.179366488668587,3.054000000013114,4.899492974880312,1.6654274752446683,Iris-versicolor
+11,6.179611793151859,3.0540000000135343,4.92809661358255,1.6655906156496059,Iris-virginica
+12,6.189136988995225,3.0540000000645624,5.020778830153237,1.6701018330673216,Iris-virginica
+13,6.179366489190795,3.054000000042002,4.899500759049253,1.6654274761494556,Iris-versicolor
+14,6.1793866464416105,3.0540000023150053,4.908160583871103,1.6655820058175106,Iris-versicolor
+15,6.17936652654412,3.0540000000186684,4.8997305225791195,1.6654275402550178,Iris-versicolor
+16,6.179366488633613,3.054000000020823,4.899491934768739,1.6654274751713964,Iris-versicolor
+17,6.18339441558799,3.0540000002543084,4.979373200399815,1.668790876347676,Iris-virginica
+18,6.18652035877412,3.0540000000761722,5.0003250265210015,1.6690660728661806,Iris-virginica
+19,6.179366504001237,3.0540000000199,4.899604302188093,1.6654274949069492,Iris-versicolor
+20,6.183729850834573,3.054000000039253,4.996188175576667,1.6671672260647075,Iris-virginica
+21,6.179366545647943,3.054000000062588,4.8997712574401096,1.665427537180693,Iris-versicolor
+22,6.179366488631362,3.054000000018732,4.899491820673568,1.6654274751649514,Iris-versicolor
+23,6.179680374320115,3.0540000000281533,4.930134838155541,1.6656872289363818,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
+0,6.1793770220636475,3.0540000000273033,4.907376207049458,1.6654420420305953,Iris-versicolor
+1,6.179419671061195,3.0540000000043954,4.915498741071609,1.6654595638724148,Iris-virginica
+2,5.108947716173062,3.054000000034747,4.8994913126723025,1.6654274751358558,Iris-versicolor
+3,6.179393573231611,3.0540000003007925,4.911401582156945,1.6654807280379649,Iris-versicolor
+4,6.179373172373873,3.054000000022576,4.9068050304723405,1.665434031788024,Iris-versicolor
+5,6.190766802753649,3.054000000030312,5.036147376428285,1.6700283597812318,Iris-virginica
+6,6.19166658902672,3.054000000014309,5.018087482604323,1.671089635958217,Iris-virginica
+7,5.108947716173079,3.0540000000372087,4.899491318213677,1.6654274751360967,Iris-versicolor
+8,6.183697432381759,3.0540000001111025,4.9890229864517375,1.6679962781093909,Iris-virginica
+9,5.108947716173077,3.0540000000298777,4.899491316653502,1.6654274751362401,Iris-versicolor
+10,6.17953576634572,3.054000000256053,4.9221693080055315,1.6657477916291117,Iris-virginica
+11,6.189133061788594,3.0540000000275658,5.023621447968445,1.6687874801311198,Iris-virginica
+12,6.179366488626971,3.0540000000908263,4.899491644652553,1.6654274751570626,Iris-versicolor
+13,6.179366489206506,3.0540000000441676,4.899501881478109,1.6654274759794778,Iris-versicolor
+14,6.189631587658895,3.054000000059891,5.013170329724134,1.6713271227477922,Iris-virginica
+15,5.108947716173134,3.0540000000243706,4.899491331717478,1.6654274751358253,Iris-versicolor
+16,5.1089477161730485,3.0540000000273775,4.899491307722061,1.665427475135604,Iris-versicolor
+17,6.187479861873733,3.054000000012023,5.006074234653453,1.6678606368294415,Iris-virginica
+18,5.108947716173132,3.05400000003671,4.899491331774277,1.6654274751367384,Iris-versicolor
+19,5.108947716173037,3.054000000028855,4.899491302289475,1.6654274751353992,Iris-versicolor
+20,6.179366488764166,3.054000000119068,4.899495354964828,1.6654274755361969,Iris-versicolor
+21,5.108947716173056,3.054000000030606,4.899491309024875,1.6654274751357931,Iris-versicolor
+22,6.1812283202562535,3.0540000000784877,4.962823864315229,1.666715680670155,Iris-virginica
+23,6.179366488624116,3.0540000000299203,4.899491491618511,1.6654274751456135,Iris-versicolor
+24,5.108947716173082,3.054000000034407,4.899491319206994,1.6654274751359799,Iris-versicolor
+25,6.191947938209118,3.0540000000204413,5.033141319188525,1.6699698196522028,Iris-virginica
+26,6.1793668373443165,3.054000001254407,4.900284463920453,1.665429194939861,Iris-versicolor
+27,5.108947716173075,3.0540000000246326,4.899491317629723,1.665427475135849,Iris-versicolor
+28,6.1894321785656965,3.054000000060876,5.005294495525534,1.6710162434227582,Iris-virginica
+29,6.182997869854994,3.0540000009426413,4.974969741082878,1.6706103495612845,Iris-virginica
+30,6.179366488751593,3.0540000001306757,4.899495010861378,1.6654274756197132,Iris-versicolor
+31,6.1929999624764,3.054000000014728,5.079330466204496,1.6681272915217482,Iris-virginica
+0,6.179366488740916,3.054000000311376,4.899494201365621,1.665427475440514,Iris-versicolor
+1,6.191357701292594,3.0540000000264285,5.045794904995042,1.669179277093959,Iris-virginica
+2,6.179366488625275,3.054000000080015,4.899491578412859,1.6654274751568356,Iris-versicolor
+3,6.179371680896928,3.0540000005387253,4.904978008175706,1.6654530135525958,Iris-versicolor
+4,6.187809070270323,3.0540000000755962,5.026694416818348,1.669021334569718,Iris-virginica
+5,5.108947716173097,3.054000000036082,4.899491321392414,1.6654274751364615,Iris-versicolor
+6,6.184888901068733,3.0540000002648497,4.9876016775441325,1.6708573669644537,Iris-virginica
+7,5.108947716173035,3.054000000027971,4.899491301742656,1.665427475135357,Iris-versicolor
+8,5.108947716173131,3.054000000033941,4.899491332489175,1.6654274751362288,Iris-versicolor
+9,6.17936648862544,3.0540000000644336,4.899491554156638,1.6654274751490656,Iris-versicolor
+10,6.180771088618565,3.054000000144101,4.949625208403038,1.6670528815401422,Iris-virginica
+11,6.183046360015751,3.0540000003314165,4.982702622065789,1.6684455532081144,Iris-virginica
+12,5.108947716173036,3.0540000000283776,4.899491301914028,1.6654274751353675,Iris-versicolor
+13,5.108947716173036,3.054000000028928,4.89949130188809,1.6654274751353875,Iris-versicolor
+14,6.184252771330046,3.0540000000415586,4.985598162587226,1.6678693731912502,Iris-virginica
+15,6.1793665059638,3.054000000078606,4.899600465946058,1.6654275099509759,Iris-versicolor
+16,6.17937204642613,3.0540000000765626,4.905189767006578,1.6654477275565296,Iris-versicolor
+17,6.180749526629739,3.054000000200245,4.956541908444188,1.6666385260933123,Iris-virginica
+18,5.108947716173118,3.0540000000282386,4.899491327227307,1.6654274751366562,Iris-versicolor
+19,6.17936648888337,3.05400000002294,4.8994974951330725,1.6654274756961547,Iris-versicolor
+20,6.185565339926779,3.0540000000068743,4.994082586020474,1.667257214893957,Iris-virginica
+21,6.188927928859706,3.054000000050585,5.0268410845664135,1.6692403323196559,Iris-virginica
+22,6.179870901162826,3.0540000000271257,4.935425917501554,1.6658243338724936,Iris-virginica
+23,6.188642990602263,3.0540000000693723,5.011612952617922,1.6702913968044946,Iris-virginica
+24,6.179792766448311,3.0540000000352934,4.933687904061642,1.6658096690685391,Iris-virginica
+25,6.179394073440862,3.0540000005966057,4.9105224628727315,1.665537285924443,Iris-versicolor
+26,6.186502843558041,3.054000000046422,4.995501599922385,1.6688874426828542,Iris-virginica
+27,6.186079591355885,3.0540000000312033,4.992641929026721,1.668860001742477,Iris-virginica
+28,5.108947716173375,3.0540000000423304,4.899491382344411,1.665427475138643,Iris-versicolor
+29,6.194231190906055,3.0540000000081666,5.038089601600985,1.6692815220745085,Iris-virginica
+30,5.108947716173043,3.054000000028662,4.899491304750069,1.665427475135562,Iris-versicolor
+31,5.108947716173048,3.0540000000303804,4.899491307402809,1.6654274751356535,Iris-versicolor
+0,6.179366489723365,3.0540000000446432,4.899508119550033,1.6654274772081266,Iris-versicolor
+1,6.179440869367933,3.0540000000146947,4.916666520637697,1.665538372043368,Iris-virginica
+2,6.179366488705277,3.0540000000503262,4.899494128634291,1.6654274754142384,Iris-versicolor
+3,6.17936648862756,3.054000000041244,4.899491708914651,1.6654274751568992,Iris-versicolor
+4,6.17936648862925,3.0540000000298915,4.899491756348803,1.665427475163317,Iris-versicolor
+5,6.179366604140036,3.054000000268001,4.8999227019228195,1.6654281505637711,Iris-versicolor
+6,6.182416584710727,3.054000000928112,4.968387333322029,1.6705269875855713,Iris-virginica
+7,5.108947716173035,3.0540000000267837,4.899491302527485,1.6654274751353606,Iris-versicolor
+8,6.179370682154649,3.0540000010407535,4.903972687028671,1.6654458257587361,Iris-versicolor
+9,6.180911988747017,3.054000000237683,4.955436853822543,1.6670697584219833,Iris-virginica
+10,6.179366488650499,3.0540000000237377,4.899492604272435,1.6654274752199416,Iris-versicolor
+11,6.1793665410415555,3.05400000019424,4.899713196033612,1.6654275579161066,Iris-versicolor
+12,6.182756674669732,3.054000000209668,4.971570099746782,1.668742544036395,Iris-virginica
+13,6.182387803786867,3.0540000000440206,5.000542952007159,1.66631513144008,Iris-virginica
+14,5.10894771617304,3.0540000000276835,4.899491303980175,1.6654274751354574,Iris-versicolor
+15,6.179366489457415,3.0540000000240433,4.899506820529958,1.6654274760228793,Iris-versicolor
+16,5.108947716173052,3.054000000030067,4.8994913094976,1.6654274751355767,Iris-versicolor
+17,6.179366489369796,3.0540000000784264,4.8995036013445965,1.6654274760678491,Iris-versicolor
+18,6.179477896018288,3.054000001146262,4.915547964879014,1.6660999136761103,Iris-virginica
+19,6.194464581177732,3.0540000000076537,5.058426503771536,1.6688039603968574,Iris-virginica
+20,6.179367044607739,3.0540000000087146,4.9010670892466734,1.665428852102749,Iris-versicolor
+21,5.108947716173054,3.054000000030414,4.899491308952505,1.6654274751357476,Iris-versicolor
+22,6.184156873378193,3.0540000000602165,4.991100948391705,1.6676475866897287,Iris-virginica
+23,5.10894771617349,3.0540000000438505,4.899491395585037,1.6654274751392975,Iris-versicolor
+24,5.108947716173139,3.0540000000304603,4.899491332166771,1.6654274751368114,Iris-versicolor
+25,5.108947716173036,3.0540000000268974,4.899491302451253,1.6654274751353784,Iris-versicolor
+26,6.191804980358251,3.0540000000130587,5.055878734780463,1.6680965867061266,Iris-virginica
+27,5.108947716173075,3.0540000000285112,4.899491316219522,1.6654274751361593,Iris-versicolor
+28,5.108947716173053,3.0540000000281218,4.899491309536605,1.6654274751356621,Iris-versicolor
+29,6.179413692101741,3.0540000000055683,4.914531272666642,1.6654890229572565,Iris-virginica
+30,6.179366488667394,3.054000000017022,4.899492984053956,1.6654274752577136,Iris-versicolor
+31,5.108947716173052,3.0540000000320524,4.899491309182004,1.6654274751356684,Iris-versicolor
+0,6.179583876642222,3.054000000017111,4.92489437712993,1.6656675372272327,Iris-virginica
+1,6.1796938754872635,3.0540000015246043,4.926910508364731,1.6665338081246939,Iris-virginica
+2,5.108947716173037,3.054000000027187,4.899491302855479,1.6654274751353961,Iris-versicolor
+3,6.179366488685688,3.0540000000498853,4.899493524995146,1.6654274752341076,Iris-versicolor
+4,6.179416929177885,3.05400000000918,4.916246914491108,1.6654565435681425,Iris-virginica
+5,6.179505390059526,3.0540000000276826,4.9236581585554955,1.6655294070537872,Iris-virginica
+6,6.179366488623527,3.0540000000258867,4.899491436236451,1.665427475142907,Iris-versicolor
+7,5.108947716173299,3.0540000000630614,4.899491366474795,1.6654274751390907,Iris-versicolor
+8,6.17936648862971,3.0540000000310905,4.899491771546146,1.6654274751580662,Iris-versicolor
+9,5.108947716173172,3.054000000024845,4.899491340574311,1.6654274751362454,Iris-versicolor
+10,5.108947716173049,3.0540000000281666,4.899491306985641,1.6654274751357172,Iris-versicolor
+11,6.179368970973363,3.0540000001881493,4.9030159580934685,1.6654340665903065,Iris-versicolor
+12,6.179366499178832,3.054000000119374,4.899571196446383,1.665427509590738,Iris-versicolor
+13,5.108947716173301,3.0540000000356344,4.899491364863473,1.6654274751390514,Iris-versicolor
+14,6.184340426540202,3.054000000032909,4.996733342610374,1.667453519269646,Iris-virginica
+15,6.179366489528776,3.054000000153214,4.899504476797653,1.6654274775336593,Iris-versicolor
+16,6.186348675773674,3.054000000147174,5.002168491407815,1.6704784185281225,Iris-virginica
+17,6.179366488623912,3.054000000042666,4.899491463399667,1.6654274751450344,Iris-versicolor
+18,6.192790987396663,3.054000000013408,5.016391429622734,1.671201490263834,Iris-virginica
+19,6.185321329534633,3.0540000001923087,5.010515964910023,1.6687314536713487,Iris-virginica
+20,6.1828145899869655,3.0540000002860563,4.96541522590764,1.6704771407921308,Iris-virginica
+21,6.179366592679547,3.0540000000090854,4.900001691625768,1.6654278247967609,Iris-versicolor
+22,6.17936648862847,3.054000000044268,4.899491736308532,1.6654274751593918,Iris-versicolor
+23,6.179661934688887,3.054000000012145,4.931143827715969,1.665593274430398,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
+0,6.179367578065478,3.0540000000313094,4.901979816372268,1.665428442183434,Iris-versicolor
+1,5.1089477161730406,3.0540000000291743,4.899491303777816,1.6654274751354987,Iris-versicolor
+2,6.188420646427134,3.054000000066189,5.036354614817083,1.6687420087575922,Iris-virginica
+3,5.108947716173055,3.0540000000297334,4.899491308867595,1.6654274751358036,Iris-versicolor
+4,6.179366948972751,3.054000000185172,4.900653496839672,1.6654284647368327,Iris-versicolor
+5,6.179366488624226,3.0540000000251633,4.899491506959627,1.6654274751425342,Iris-versicolor
+6,6.179366488632804,3.054000000054817,4.89949193183158,1.6654274751603,Iris-versicolor
+7,5.108947716173099,3.0540000000371132,4.899491324867195,1.665427475136371,Iris-versicolor
+8,6.17943124643607,3.0540000009093107,4.913919842815274,1.6657082495388826,Iris-virginica
+9,6.193338862351664,3.0540000000101717,5.051382899920999,1.669248221411588,Iris-virginica
+10,6.179366489446471,3.0540000000179126,4.899505114541304,1.6654274765818742,Iris-versicolor
+11,6.179366492753955,3.0540000000086254,4.8995355532323295,1.6654274820852457,Iris-versicolor
+12,6.185578563311858,3.054000000005474,5.023980594472532,1.666571195666763,Iris-virginica
+13,5.108947716173328,3.0540000000226297,4.8994913636677095,1.665427475138823,Iris-versicolor
+14,6.179572699018589,3.054000004998813,4.919304845425637,1.6671640614964254,Iris-virginica
+15,6.1794073848202205,3.0540000020236753,4.910718806237906,1.6657087930252936,Iris-versicolor
+16,6.179368278005484,3.054000000079348,4.902439368007519,1.665429834900917,Iris-versicolor
+17,6.19182981106859,3.054000000020598,5.032205532180277,1.6698869299453303,Iris-virginica
+18,6.184352417662239,3.0540000001408423,4.986304148861872,1.6688231433617389,Iris-virginica
+19,6.179371539471132,3.054000000022118,4.905409436806496,1.6654402091029514,Iris-versicolor
+20,6.179366756220931,3.0540000000105887,4.900424802473129,1.6654281998562181,Iris-versicolor
+21,5.108947716173314,3.0540000000230316,4.899491364901915,1.6654274751367673,Iris-versicolor
+22,5.108947716174624,3.0540000000686747,4.899491520206855,1.665427475147106,Iris-versicolor
+23,6.193081242337536,3.0540000000123295,5.022108620237061,1.6700718839634117,Iris-virginica
+24,6.190413320692362,3.0540000000198755,5.050681616219328,1.668227069529743,Iris-virginica
+25,6.179366488624849,3.0540000000252596,4.899491542447909,1.6654274751429574,Iris-versicolor
+26,6.179367855260919,3.0540000000163308,4.902427648509354,1.6654286581221316,Iris-versicolor
+27,6.191380867140616,3.054000000011371,5.019770278332314,1.6688161643457293,Iris-virginica
+28,5.108947716173282,3.0540000000278327,4.899491363374444,1.6654274751379032,Iris-versicolor
+29,6.179366488623922,3.0540000000276564,4.8994914764112565,1.6654274751407097,Iris-versicolor
+30,6.180592590872334,3.054000000005622,4.959111026616292,1.6658002511948569,Iris-virginica
+31,6.179368406032039,3.054000000040819,4.9031424222091555,1.6654316043603858,Iris-versicolor
+0,5.108947716173082,3.054000000027678,4.899491317908239,1.6654274751362008,Iris-versicolor
+1,6.179366488631965,3.054000000117061,4.899491859435936,1.6654274751826779,Iris-versicolor
+2,6.192015284260257,3.0540000000129273,5.055337738778902,1.668247302252825,Iris-virginica
+3,6.194680369086013,3.0540000000035876,5.081865002955657,1.6674879783778536,Iris-virginica
+4,6.187221150775215,3.0540000000751566,4.9954236197561706,1.6707214322497626,Iris-virginica
+5,6.179366575475681,3.0540000000108765,4.899903251827734,1.6654277055878515,Iris-versicolor
+6,5.108947716173063,3.0540000000305723,4.899491312928668,1.6654274751358298,Iris-versicolor
+7,5.108947716173115,3.0540000000326146,4.899491328144024,1.665427475136348,Iris-versicolor
+8,6.184023248307647,3.0540000000100473,5.0160105712391685,1.6664364648705678,Iris-virginica
+9,6.17936648866358,3.054000000042787,4.8994930485624035,1.6654274752692866,Iris-versicolor
+10,6.179401930740878,3.0540000001047063,4.911576085447501,1.665497470886631,Iris-versicolor
+11,6.180905382631905,3.0540000000212424,4.97136935240951,1.665926481763664,Iris-virginica
+12,6.182113966354485,3.054000000005522,4.977449891827178,1.6661780261471155,Iris-virginica
+13,6.188453811209559,3.0540000000201912,5.039975458432206,1.6678180418912634,Iris-virginica
+14,6.1862672878498675,3.0540000003449066,4.984620540189085,1.6755625683752273,Iris-virginica
+15,5.108947716173107,3.054000000027496,4.899491324118234,1.6654274751367926,Iris-versicolor
+16,5.1089477161731445,3.054000000024607,4.899491331896736,1.6654274751372533,Iris-versicolor
+17,5.108947716173064,3.0540000000278384,4.899491311379895,1.6654274751360085,Iris-versicolor
+18,6.1793664889616275,3.054000000025474,4.899499096570429,1.6654274755272256,Iris-versicolor
+19,6.179366488635482,3.054000000167625,4.899492007134851,1.665427475199702,Iris-versicolor
+20,6.1932784866914155,3.054000000010203,5.032396536686839,1.6700205436911326,Iris-virginica
+21,6.1815450592663375,3.054000000555947,4.961035279455577,1.6683213532321903,Iris-virginica
+22,6.192848437695821,3.054000000010368,5.0647369064570205,1.6682498297883528,Iris-virginica
+23,6.179366523176313,3.05400000001569,4.899706818887181,1.665427502815288,Iris-versicolor
+24,6.185401812520715,3.054000000074573,5.009787091112655,1.6681160688153902,Iris-virginica
+25,5.108947716173103,3.054000000025377,4.899491322338145,1.6654274751366744,Iris-versicolor
+26,6.179707388266792,3.0540000001397187,4.9291892051351285,1.6659690174643214,Iris-virginica
+27,6.189185482641874,3.0540000000370284,5.015156553970569,1.6691314678265368,Iris-virginica
+28,6.189529405688408,3.054000000011581,5.050606049873817,1.6675390264388852,Iris-virginica
+29,6.191337563988084,3.054000000025928,5.0168478668586545,1.6706354475098735,Iris-virginica
+30,6.179366488677646,3.054000000013877,4.89949323156296,1.6654274752264533,Iris-versicolor
+31,5.1089477161730805,3.05400000002685,4.899491319301731,1.6654274751357647,Iris-versicolor
+0,6.179381764600137,3.0540000004887005,4.907576192250983,1.6654990721158183,Iris-versicolor
+1,6.179498563494386,3.054000000013923,4.925442842843482,1.665488368209323,Iris-virginica
+2,6.18927561388156,3.0540000000590095,5.014093047081428,1.6708259859642567,Iris-virginica
+3,6.179423497492849,3.054000000004771,4.915632482997415,1.6654647072708453,Iris-virginica
+4,6.190841670663892,3.054000000034051,5.031601476676223,1.669933080562169,Iris-virginica
+5,6.179366511117287,3.0540000000237617,4.899631217928005,1.6654275019211093,Iris-versicolor
+6,6.190244668326963,3.0540000000272256,5.0529420905194495,1.668391675816268,Iris-virginica
+7,6.179654932598159,3.054000000555448,4.926292388915703,1.6661322641426874,Iris-virginica
+8,6.18900265942578,3.0540000000523926,5.012207878126573,1.6700767192133055,Iris-virginica
+9,6.179366605047157,3.0540000000348857,4.899957576668315,1.665427706372947,Iris-versicolor
+10,6.181401971740264,3.0540000007164703,4.95592639667193,1.6690213313070663,Iris-virginica
+11,6.18992689365818,3.054000000048887,5.019868694680018,1.670121355959732,Iris-virginica
+12,6.179366488631082,3.054000000111083,4.8994918264608165,1.66542747517376,Iris-versicolor
+13,6.180856682969002,3.0540000000062233,4.956099772783259,1.6661305858142357,Iris-virginica
+14,6.179366488626135,3.0540000000329366,4.899491612467771,1.6654274751499283,Iris-versicolor
+15,6.191535145776369,3.054000000021004,5.027566619036695,1.6687931630587214,Iris-virginica
+16,6.181151422859324,3.054000000072371,4.95958838780058,1.6667549442369805,Iris-virginica
+17,6.179366565296285,3.0540000000298724,4.899877347835239,1.6654276087846067,Iris-versicolor
+18,6.1793664887402295,3.0540000001405225,4.899494784715688,1.6654274754522584,Iris-versicolor
+19,6.18065201505819,3.054000000013652,4.956093087875666,1.6659445678148312,Iris-virginica
+20,6.181458450869737,3.0540000000332004,4.970170946711583,1.666285172140383,Iris-virginica
+21,6.179366491016542,3.0540000000629934,4.899520680006675,1.6654274784003518,Iris-versicolor
+22,6.179477588333797,3.0540000000179615,4.919745022202279,1.6655301718971003,Iris-virginica
+23,6.179366671492975,3.0540000000254306,4.900227172564188,1.6654276561074945,Iris-versicolor
+24,6.192840159398017,3.0540000000114254,5.04798440296104,1.6692804294940036,Iris-virginica
+25,6.192385204396802,3.054000000015843,5.027507824367671,1.6701838177961648,Iris-virginica
+26,6.179366488623217,3.054000000029218,4.899491424927279,1.665427475139995,Iris-versicolor
+27,5.108947716173041,3.054000000029962,4.899491304405661,1.6654274751355111,Iris-versicolor
+28,6.185231058859243,3.0540000007046526,4.978659447375655,1.6763792247902485,Iris-virginica
+29,5.108947716173085,3.054000000029643,4.899491318498128,1.6654274751362612,Iris-versicolor
+30,6.1793664899781495,3.0540000000647973,4.899510697208547,1.665427476581102,Iris-versicolor
+31,6.189816657881375,3.0540000000513827,5.009620787621053,1.6722568455435556,Iris-virginica
+0,6.179668306464866,3.0540000013149333,4.926384583109006,1.666415868769647,Iris-virginica
+1,6.1797919351936415,3.054000000077895,4.936584348202487,1.6657653039888496,Iris-virginica
+2,6.185420731854343,3.0540000000774024,5.000604948427996,1.6685001063767047,Iris-virginica
+3,6.179861088985121,3.054000000002489,4.935221990299445,1.6657711547645904,Iris-virginica
+4,6.179431376999089,3.054000000206626,4.914119992950792,1.6656148784740492,Iris-virginica
+5,5.10894771617304,3.0540000000290566,4.899491303415048,1.6654274751354692,Iris-versicolor
+6,6.1896218989689356,3.0540000000469765,5.024307398280578,1.669696541980759,Iris-virginica
+7,6.179366489231906,3.0540000000189753,4.899501714118168,1.665427475965613,Iris-versicolor
+8,6.179367527946325,3.0540000000079717,4.9019241069850805,1.6654302332672306,Iris-versicolor
+9,5.1089477161731764,3.0540000000338297,4.899491343851048,1.665427475137008,Iris-versicolor
+10,6.194646746954477,3.05400000000758,5.042959391066668,1.6689722296217193,Iris-virginica
+11,6.179366488622557,3.054000000023328,4.899491365181417,1.6654274751390268,Iris-versicolor
+12,6.179366491941514,3.054000000253284,4.8995223283206455,1.6654274805395333,Iris-versicolor
+13,6.179366554501507,3.054000000585734,4.89973330564482,1.665427834244392,Iris-versicolor
+14,6.179366488639622,3.0540000000798333,4.89949216131004,1.6654274751752849,Iris-versicolor
+15,6.179366644517732,3.054000000117159,4.900050775073174,1.6654277456007387,Iris-versicolor
+16,6.183593859540115,3.054000000103567,4.97701878720179,1.6686552177348892,Iris-virginica
+17,6.180540789723615,3.054000000063363,4.955004335923894,1.6661173191075351,Iris-virginica
+18,6.180003464909789,3.054000001126439,4.935290086932964,1.6671689740303826,Iris-virginica
+19,6.179366489483889,3.054000000025691,4.899504652398798,1.6654274766477093,Iris-versicolor
+20,6.18221679896683,3.054000000033082,4.963192797423979,1.667503510639342,Iris-virginica
+21,6.179366488632058,3.054000000036228,4.899491913741686,1.6654274751787428,Iris-versicolor
+22,6.1793664886237085,3.0540000000352383,4.899491471056521,1.6654274751445959,Iris-versicolor
+23,5.108947716173041,3.0540000000284846,4.899491304700912,1.6654274751355176,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
+0,6.179416898589177,3.0540000000252725,4.913969462151591,1.6654892858811066,Iris-virginica
+1,6.179394555223903,3.0540000000487573,4.911329296512693,1.6654649521449665,Iris-versicolor
+2,6.1833380926265065,3.0540000000783576,4.971292547886541,1.6687990613213386,Iris-virginica
+3,6.186304881110281,3.0540000001104906,5.014263853036517,1.6688998525866177,Iris-virginica
+4,5.108947716173074,3.054000000029483,4.89949131673186,1.665427475136003,Iris-versicolor
+5,6.179366488633461,3.0540000000473664,4.899491949388985,1.6654274751772957,Iris-versicolor
+6,6.181871833986991,3.054000000653457,4.963779574724404,1.6691758366276883,Iris-virginica
+7,6.1937909393999275,3.0540000000077554,5.030605544259905,1.670020930315365,Iris-virginica
+8,6.179609904277367,3.054000000008532,4.930711516180231,1.665536536215501,Iris-virginica
+9,6.191810143662406,3.0540000000216603,5.027142286866801,1.6703752779496677,Iris-virginica
+10,6.182798814231306,3.054000000050031,4.971519159375172,1.6676260448276319,Iris-virginica
+11,6.179366488631446,3.054000000036429,4.899491907800621,1.6654274751790106,Iris-versicolor
+12,5.108947716173113,3.0540000000365604,4.899491327866434,1.6654274751366256,Iris-versicolor
+13,5.108947716173038,3.054000000028805,4.899491302604497,1.6654274751354292,Iris-versicolor
+14,6.179366827093933,3.054000000107622,4.900404719414534,1.6654280916972415,Iris-versicolor
+15,5.108947716173068,3.054000000030592,4.89949131396221,1.665427475135984,Iris-versicolor
+16,6.1801553163185075,3.0540000003068,4.943667483057091,1.6664140159912844,Iris-virginica
+17,5.108947716173967,3.054000000092656,4.89949145373726,1.6654274751452132,Iris-versicolor
+18,6.183023598879862,3.054000000063904,4.971700295982593,1.6679097546241315,Iris-virginica
+19,6.1848800632851635,3.0540000004509973,4.990742277147652,1.6713443205929992,Iris-virginica
+20,6.181411689363132,3.0540000002179126,4.955497824682253,1.6680044908155935,Iris-virginica
+21,6.17937033484298,3.054000000219487,4.90404994805141,1.6654376894858858,Iris-versicolor
+22,5.1089477161736845,3.0540000000476057,4.899491418392561,1.665427475141943,Iris-versicolor
+23,6.187787724755429,3.0540000001268424,5.006813814308444,1.6712366649123536,Iris-virginica
+24,6.179368143970019,3.05400000017264,4.902515181949438,1.6654330445598664,Iris-versicolor
+25,6.182654037093078,3.0540000003253076,4.985788429190049,1.6677673735213292,Iris-virginica
+26,5.108947716173112,3.054000000026944,4.8994913242951545,1.665427475136599,Iris-versicolor
+27,6.1793664886252895,3.05400000004021,4.899491573402136,1.6654274751501408,Iris-versicolor
+28,6.195703634739147,3.0540000000047196,5.1023138663849,1.6674427794357471,Iris-virginica
+29,6.179366688672358,3.054000000016109,4.900296015748754,1.6654277937677657,Iris-versicolor
+30,6.191293864838149,3.0540000000192866,5.01439331136859,1.671739343298841,Iris-virginica
+31,5.108947716173222,3.0540000000286422,4.899491347227073,1.6654274751378,Iris-versicolor
+0,6.191114928392331,3.054000000028475,5.034478313213928,1.6697313793526538,Iris-virginica
+1,6.179366488634324,3.0540000000218654,4.8994919481507235,1.6654274751564253,Iris-versicolor
+2,6.190436899270071,3.0540000000464693,5.045751668838731,1.6692940942951966,Iris-virginica
+3,5.1089477161730565,3.0540000000272083,4.899491309944395,1.6654274751357991,Iris-versicolor
+4,6.1941649491857,3.054000000008918,5.034338886927969,1.669395621492361,Iris-virginica
+5,6.179366491560087,3.0540000000172585,4.899525517617523,1.6654274800184985,Iris-versicolor
+6,6.1881780826804285,3.05400000018238,4.986302372890163,1.6796343871234094,Iris-virginica
+7,6.179373914611645,3.054000001003096,4.905299260117968,1.6654840354460327,Iris-versicolor
+8,6.194577047228638,3.054000000007349,5.043212579596712,1.6691351146555304,Iris-virginica
+9,6.179366488651832,3.05400000003394,4.899492586282207,1.665427475182711,Iris-versicolor
+10,6.185176481981375,3.054000000054119,4.9972503067130765,1.668254775968406,Iris-virginica
+11,6.179366490913311,3.054000000046399,4.8995192822478835,1.665427479089798,Iris-versicolor
+12,6.191413285942019,3.0540000000240224,5.026370114378907,1.6691624006199495,Iris-virginica
+13,6.179366490485747,3.0540000000368908,4.899515791756241,1.6654274774273583,Iris-versicolor
+14,6.184147653192202,3.0540000000208996,4.999494490850167,1.6670037242877576,Iris-virginica
+15,6.1793685882723945,3.0540000000188456,4.903063826862601,1.6654295157130516,Iris-versicolor
+16,6.1924322820738675,3.054000000016566,5.049455745494136,1.6690746153041256,Iris-virginica
+17,5.108947716173108,3.054000000025821,4.899491326812825,1.6654274751364868,Iris-versicolor
+18,6.18536992845524,3.0540000000887346,5.015568104146899,1.6679588991317826,Iris-virginica
+19,5.108947716173044,3.054000000028272,4.8994913063919,1.6654274751354863,Iris-versicolor
+20,5.1089477161730725,3.0540000000333496,4.8994913164137275,1.665427475135823,Iris-versicolor
+21,6.190673804715869,3.0540000000364493,5.014968726202134,1.6701869042647206,Iris-virginica
+22,6.180860361457193,3.054000000019977,4.9621389583244895,1.666071797366821,Iris-virginica
+23,6.179366488623867,3.054000000044108,4.899491471039954,1.6654274751437073,Iris-versicolor
+24,6.179387462369247,3.05400000017604,4.91061994433392,1.665460396230953,Iris-versicolor
+25,6.179422646112595,3.054000000082641,4.916331937573295,1.6654905661596726,Iris-virginica
+26,6.1907628399909145,3.0540000000336045,5.0514082262781095,1.6689492368991725,Iris-virginica
+27,6.179366488633435,3.0540000000662655,4.899491919977264,1.6654274751602227,Iris-versicolor
+28,6.18007360316092,3.0540000001070218,4.945307552282623,1.6659630558348897,Iris-virginica
+29,6.18119988774736,3.054000000076045,4.964443844424165,1.6665341971959151,Iris-virginica
+30,6.179366488634768,3.054000000028346,4.899491990923722,1.66542747515553,Iris-versicolor
+31,5.10894771617305,3.0540000000328535,4.899491307040507,1.6654274751357057,Iris-versicolor
+0,5.108947716173051,3.0540000000279424,4.899491309164551,1.6654274751356297,Iris-versicolor
+1,6.18636514313043,3.0540000000720497,5.002668852676412,1.6689244117898363,Iris-virginica
+2,6.1793664982693395,3.054000000014706,4.899568429905837,1.665427487863144,Iris-versicolor
+3,6.17936648864055,3.0540000000338754,4.899492215283396,1.66542747517784,Iris-versicolor
+4,6.179366488624993,3.0540000000340446,4.89949153398464,1.6654274751486644,Iris-versicolor
+5,6.192510580799631,3.054000000009851,5.036759598900829,1.669757299081652,Iris-virginica
+6,6.179366492924422,3.054000000172737,4.899529016956475,1.6654274804341485,Iris-versicolor
+7,6.188890652118342,3.0540000000863645,5.015361003333374,1.6712848714076265,Iris-virginica
+8,6.179420975645616,3.0540000000452467,4.9137637433442185,1.6655329993608117,Iris-virginica
+9,5.108947716173047,3.0540000000299323,4.899491306248876,1.6654274751356164,Iris-versicolor
+10,5.108947716173294,3.0540000000403564,4.899491361158865,1.6654274751385314,Iris-versicolor
+11,6.179366489118418,3.0540000000268,4.8995010255960025,1.6654274758070218,Iris-versicolor
+12,6.179366865610259,3.0540000000095024,4.900622174135303,1.6654283203167,Iris-versicolor
+13,6.179366488624232,3.0540000000250886,4.899491489834641,1.6654274751465372,Iris-versicolor
+14,6.19175185117159,3.0540000000152605,5.014939059970496,1.671476282621353,Iris-virginica
+15,6.179374975093031,3.054000000228906,4.906731782582854,1.6654503692099933,Iris-versicolor
+16,6.180930800192268,3.0540000000060896,4.956068705785204,1.6660082622708994,Iris-virginica
+17,5.1089477161733265,3.05400000002609,4.899491368469769,1.6654274751391245,Iris-versicolor
+18,6.179367178538483,3.054000000011477,4.901446411242742,1.6654281442888819,Iris-versicolor
+19,6.189079893559936,3.054000000070836,5.027206309396207,1.6700339274964435,Iris-virginica
+20,6.183164526546865,3.054000000553299,4.97562547486228,1.670197911636063,Iris-virginica
+21,6.1918945650099735,3.054000000007143,5.028485959546375,1.6684986793743952,Iris-virginica
+22,6.190478730678738,3.0540000000307876,5.0248739457624225,1.6698004553998471,Iris-virginica
+23,6.184843034042176,3.05400000024638,4.9953589906448785,1.6697962910327193,Iris-virginica
+24,6.193009886115522,3.0540000000162246,5.068405726321958,1.6686298006581761,Iris-virginica
+25,5.108947716173285,3.0540000000331045,4.8994913673953375,1.6654274751386267,Iris-versicolor
+26,6.191731889556068,3.054000000015353,5.05354111827261,1.6684648744278636,Iris-virginica
+27,6.179366488661951,3.0540000000462952,4.899493053793499,1.665427475270689,Iris-versicolor
+28,6.181501162117701,3.0540000000548897,4.975576535585553,1.666354265520414,Iris-virginica
+29,6.1914750671141725,3.0540000000263445,5.030825364532778,1.6702457706589247,Iris-virginica
+30,5.108947716173057,3.0540000000262846,4.899491311666906,1.6654274751354232,Iris-versicolor
+31,5.108947716173051,3.054000000024699,4.899491309088639,1.6654274751352873,Iris-versicolor
+0,6.183422775067433,3.054000000092226,5.006711720948893,1.666949018590198,Iris-virginica
+1,6.182329424148735,3.054000000037105,4.984545092658583,1.6666056888288983,Iris-virginica
+2,6.179366488655688,3.0540000000724907,4.899492638246121,1.6654274752041012,Iris-versicolor
+3,6.179366488974261,3.0540000000337546,4.899499201508368,1.665427475556493,Iris-versicolor
+4,6.179366488737433,3.0540000000747325,4.899494541617743,1.665427475371729,Iris-versicolor
+5,6.189568615008643,3.0540000000447076,5.022253987273452,1.6697219625240396,Iris-virginica
+6,6.189932575663158,3.0540000000450194,5.020155914329912,1.6705910913514972,Iris-virginica
+7,5.108947716173057,3.0540000000268743,4.899491310104281,1.6654274751358302,Iris-versicolor
+8,6.179366488629853,3.054000000039485,4.899491770894907,1.665427475164082,Iris-versicolor
+9,6.190120917047276,3.054000000019048,5.020118418814546,1.6690909497701132,Iris-virginica
+10,6.19165587060408,3.0540000000064063,5.030338348065682,1.6680919814731812,Iris-virginica
+11,6.180394214910561,3.0540000000423864,4.947924187078061,1.6661609528434433,Iris-virginica
+12,5.1089477161733186,3.0540000000225276,4.899491361820308,1.665427475138693,Iris-versicolor
+13,6.183412545366938,3.0540000000594745,4.990532818794219,1.667485565646884,Iris-virginica
+14,6.179479424603991,3.0540000000093666,4.92057135557386,1.6655546620302362,Iris-virginica
+15,6.188749007751816,3.0540000000423926,5.008183038468302,1.6695739229635236,Iris-virginica
+16,6.179366495680139,3.05400000028221,4.899543619309436,1.6654274862990337,Iris-versicolor
+17,5.108947716173043,3.05400000003125,4.899491304351549,1.6654274751355582,Iris-versicolor
+18,5.108947716173046,3.054000000028358,4.8994913057712095,1.6654274751355953,Iris-versicolor
+19,6.193743641414448,3.0540000000130414,5.020762045969907,1.6703044404783605,Iris-virginica
+20,5.108947716173072,3.0540000000277807,4.899491314648272,1.6654274751361127,Iris-versicolor
+21,6.179366488626574,3.054000000040803,4.899491620548145,1.6654274751459892,Iris-versicolor
+22,6.179366508828888,3.0540000000485454,4.899620729388993,1.6654274965561988,Iris-versicolor
+23,6.184661109489201,3.054000000160906,4.988051311057451,1.6695976921971871,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