a

iris/lct_gan/0/0/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947716205337,3.0545266839624197,1.510022382107757,0.26153080840362136,Iris-setosa
+1,5.108947716207522,3.054037181186401,1.5100223820940735,1.6654274751354858,Iris-setosa
+2,5.108947716198021,3.054554186584012,1.5100223820905259,0.26153080840355153,Iris-setosa
+3,5.1089477161803964,3.054000003386692,4.899491293665144,1.6654274751348752,Iris-versicolor
+4,5.1089477161806185,3.0550727588059994,1.5100223820628247,0.26153080840349396,Iris-setosa
+5,5.1089477162036045,3.0568168225423595,1.5100223821348995,0.2615308084036217,Iris-setosa
+6,6.179366488647691,3.0540000009112656,4.899491293667691,1.6654274751349396,Iris-versicolor
+7,6.17936648862212,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+8,6.179366488622165,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+9,5.108947716253235,3.054029428805262,1.510022382161384,1.665427475138763,Iris-setosa
+10,6.17936648862299,3.0540000000000003,4.899491293664506,1.665427475134869,Iris-versicolor
+11,5.108947716203695,3.056283602540408,1.5100223821321908,0.2615308084036276,Iris-setosa
+12,6.179366488622149,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+13,5.108947716173535,3.054000000177201,4.899491293664509,1.665427475134869,Iris-versicolor
+14,6.179366488622391,3.0540000000000007,4.8994912936645045,1.665427475134869,Iris-versicolor
+15,6.179366488622571,3.0540000000000003,4.899491293664506,1.665427475134869,Iris-versicolor
+16,6.179366488622117,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+17,5.108947716204194,3.0569500541912538,1.5100223821394385,0.26153080840363546,Iris-setosa
+18,5.108947716188926,3.060550494525056,1.5100223820969925,0.26153080840352144,Iris-setosa
+19,5.108947716202832,3.0543929392548477,1.5100223820943157,0.2615308084035695,Iris-setosa
+20,5.108947716213453,3.054196173215043,1.5100223821194292,0.2615308084037891,Iris-setosa
+21,6.179366488622117,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+22,5.108947716193904,3.0580597633845996,1.510022382109191,0.26153080840355264,Iris-setosa
+23,5.1089477162354004,3.054115577950306,1.510022382150781,0.2615308084042433,Iris-setosa
+24,6.179366488699219,3.054000201077792,1.5100223820770222,1.6654274751363012,Iris-setosa
+25,6.179366488623946,3.0540000000000003,4.899491293664509,1.665427475134869,Iris-versicolor
+26,5.108947716202422,3.0578171384491646,1.5100223821449332,0.261530808403641,Iris-setosa
+27,6.179366488622982,3.0540000000000003,4.899491293664506,1.665427475134869,Iris-versicolor
+28,5.108947716187912,3.0608269288098433,1.5100223820942023,0.2615308084035179,Iris-setosa
+29,6.179366488622266,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+30,5.108947716192637,3.054000053285545,1.5100223820571053,1.6654274751349163,Iris-setosa
+31,6.1793664886221045,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+0,6.179366488623313,3.0540000000000003,4.899491293664509,1.665427475134869,Iris-versicolor
+1,5.1089477161732875,3.054000000044068,4.899491293664505,1.665427475134869,Iris-versicolor
+2,5.108947716188971,3.0603918948966253,1.510022382096214,0.26153080840352083,Iris-setosa
+3,5.108947716189227,3.05417137511903,1.510022382067997,0.26153080840350834,Iris-setosa
+4,5.108947716194826,3.0590307509295296,1.510022382113841,0.2615308084035508,Iris-setosa
+5,6.1793664886307385,3.054000000001441,4.899491293664756,1.665427475134874,Iris-versicolor
+6,5.1089477162074015,3.054009166750511,1.5100223820697989,1.6654274751350249,Iris-setosa
+7,6.179366488622098,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+8,6.179366488622149,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+9,6.179366488622095,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+10,6.179366488622156,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+11,5.108947716173496,3.054000000336586,4.899491293664511,1.665427475134869,Iris-versicolor
+12,6.179366488622146,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+13,5.108947716194292,3.058599747027324,1.5100223821094614,0.2615308084035462,Iris-setosa
+14,5.10894771619566,3.058912383794938,1.510022382119159,0.2615308084035626,Iris-setosa
+15,5.108947716190726,3.0596059819750714,1.5100223821017684,0.26153080840353166,Iris-setosa
+16,5.1089477161921435,3.059651567827192,1.5100223821090282,0.2615308084035421,Iris-setosa
+17,5.108947716217123,3.054142760224661,1.5100223821134802,0.2615308084037558,Iris-setosa
+18,5.108947716195217,3.058810265899795,1.5100223821134804,0.2615308084035492,Iris-setosa
+19,6.179366488622142,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+20,5.108947716178064,3.054071053218539,1.5100223820569134,0.2615308084034917,Iris-setosa
+21,5.108947716229269,3.0546646608758286,1.5100223821998067,0.26153080840426884,Iris-setosa
+22,5.108947716178059,3.054000000172456,4.8994912936647115,1.6654274751348705,Iris-versicolor
+23,5.108947716178811,3.0540038813807264,1.5100223820557888,1.6654274751348714,Iris-setosa
+24,6.1793664886221435,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+25,6.179366488622145,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+26,6.179366488628805,3.0540000000009613,4.899491293664563,1.6654274751348694,Iris-versicolor
+27,5.108947716173586,3.0540001747955614,1.5100223820547276,1.665427475134869,Iris-setosa
+28,6.179366488622469,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+29,5.108947716201782,3.0571765105840547,1.5100223821306937,0.2615308084036026,Iris-setosa
+30,6.179366488622992,3.0540000000000003,4.899491293664506,1.665427475134869,Iris-versicolor
+31,5.108947716203947,3.0574639765862934,1.5100223821458294,0.26153080840364773,Iris-setosa
+0,6.1793664886221435,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+1,6.179366488622114,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+2,5.108947716215337,3.055166979280181,1.510022382143887,0.2615308084036997,Iris-setosa
+3,6.179366488622108,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+4,6.1793664886221356,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+5,5.108947716175816,3.054000002039609,4.899491293664583,1.6654274751348692,Iris-versicolor
+6,6.179366488622112,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+7,5.108947716188328,3.0543440168359473,1.51002238207285,0.26153080840351556,Iris-setosa
+8,6.1793664886223025,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+9,5.108947716179408,3.056145334082085,1.5100223820630891,0.2615308084034936,Iris-setosa
+10,6.179366488622315,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+11,5.108947716223107,3.05400828153736,1.510022382084455,1.6654274751354718,Iris-setosa
+12,5.108947716222373,3.0549761951056,1.5100223821802712,0.2615308084039525,Iris-setosa
+13,6.179366488622197,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+14,6.1793664886720965,3.05400000026202,4.899491293679961,1.6654274751357336,Iris-versicolor
+15,6.179366488622149,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+16,6.179366488655725,3.0540000004407424,4.899491293667317,1.665427475134921,Iris-versicolor
+17,6.179366488622128,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+18,6.179366488622121,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+19,5.108947716210642,3.054038366609532,1.510022382084953,1.665427475135189,Iris-setosa
+20,6.179366488622143,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+21,6.1793664886221,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+22,6.17936648862259,3.0540000000000003,4.899491293664505,1.665427475134869,Iris-versicolor
+23,6.179366488622137,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+24,5.1089477161798005,3.0540039154695027,1.5100223820561678,1.665427475134873,Iris-setosa
+25,5.108947716192217,3.0594805308273143,1.5100223821063432,0.26153080840353765,Iris-setosa
+26,5.108947716188386,3.060043414253976,1.5100223820937821,0.2615308084035192,Iris-setosa
+27,6.179366488622913,3.0540000000000003,4.899491293664506,1.665427475134869,Iris-versicolor
+28,5.1089477161946215,3.058821143266979,1.5100223821114063,0.2615308084035469,Iris-setosa
+29,6.179366488622143,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+30,6.179366488622206,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+31,5.108947716185134,3.0593067791141357,1.5100223820821994,0.26153080840350734,Iris-setosa
+0,5.108947716177251,3.0540000001797125,4.899491293664633,1.6654274751348697,Iris-versicolor
+1,6.179366488622122,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+2,6.1793664886221755,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+3,6.179366488622151,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+4,5.108947716181524,3.055666733950748,1.51002238206577,0.26153080840349563,Iris-setosa
+5,5.108947716196715,3.058492684691425,1.5100223821207455,0.2615308084035678,Iris-setosa
+6,6.179366488622133,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+7,5.108947716217127,3.0541571670713044,1.5100223821061682,0.2615308084036837,Iris-setosa
+8,5.108947716236658,3.054021804004894,1.5100223821231296,1.665427475136858,Iris-setosa
+9,6.179366488622099,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+10,6.179366488622106,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+11,5.108947716188486,3.0606737151404024,1.5100223820949261,0.2615308084035184,Iris-setosa
+12,5.10894771618678,3.061160079070044,1.510022382090822,0.26153080840351384,Iris-setosa
+13,6.179366488622123,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+14,6.179366488622123,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+15,5.1089477161959405,3.0554590360457383,1.5100223820971415,0.2615308084035469,Iris-setosa
+16,5.108947716199594,3.0582286958276432,1.5100223821299232,0.2615308084035874,Iris-setosa
+17,5.108947716201705,3.0560395647063756,1.510022382121893,0.26153080840360454,Iris-setosa
+18,6.179366488622128,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+19,6.179366488622145,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+20,6.179366488622168,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+21,6.179366488622135,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+22,5.108947716204737,3.0548712084487475,1.5100223821132837,0.26153080840361187,Iris-setosa
+23,5.108947716173215,3.0540000000059067,4.8994912936645045,1.665427475134869,Iris-versicolor

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
+0,5.108947716213393,3.0561967659254123,1.5100223821626078,0.26153080840373083,Iris-setosa
+1,5.10894771620532,3.054013008798851,1.510022382075174,1.6654274751351401,Iris-setosa
+2,5.108947716186666,3.0611764116224136,1.5100223820903231,0.2615308084035131,Iris-setosa
+3,5.108947716186664,3.061133190327838,1.5100223820908707,0.26153080840351417,Iris-setosa
+4,5.10894771619212,3.0596330164142698,1.5100223821083,0.26153080840354076,Iris-setosa
+5,6.179366488622198,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+6,6.179366488622121,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+7,6.17936648862213,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+8,6.179366488622457,3.0540000000000127,4.8994912936645045,1.665427475134869,Iris-versicolor
+9,5.108947716188707,3.0605417261419627,1.5100223820958876,0.2615308084035205,Iris-setosa
+10,5.108947716192032,3.0559540123982947,1.5100223820949212,0.26153080840354104,Iris-setosa
+11,5.1089477161872745,3.054000184320081,1.5100223820567504,1.6654274751348987,Iris-setosa
+12,5.108947716179844,3.054115256131509,1.5100223820584853,0.26153080840349285,Iris-setosa
+13,5.108947716192072,3.059620621303,1.510022382105377,0.26153080840353393,Iris-setosa
+14,5.108947716188509,3.0603335975856214,1.510022382094959,0.2615308084035197,Iris-setosa
+15,5.1089477161846295,3.054471169484097,1.5100223820649286,0.261530808403497,Iris-setosa
+16,6.179366488622151,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+17,6.179366488622141,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+18,6.179366488622146,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+19,6.179366488622096,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+20,6.179366488622136,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+21,6.179366488622351,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+22,5.108947716178415,3.054000000880709,4.899491293664775,1.6654274751348705,Iris-versicolor
+23,5.108947716192729,3.0593722972807846,1.5100223821063097,0.26153080840353626,Iris-setosa
+24,6.1793664886221285,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+25,6.179366488622138,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+26,6.179366488635716,3.0540000000000376,4.899491293664869,1.6654274751348788,Iris-versicolor
+27,5.108947716207589,3.0568117217389474,1.5100223821531915,0.2615308084036899,Iris-setosa
+28,5.108947716193241,3.0586478982734517,1.5100223821068064,0.2615308084035412,Iris-setosa
+29,6.179366488622114,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+30,5.1089477161882675,3.0607064273350537,1.5100223820954453,0.2615308084035195,Iris-setosa
+31,5.108947716188572,3.0598199042004954,1.5100223820937426,0.2615308084035192,Iris-setosa
+0,5.108947716188087,3.0591928746542774,1.5100223820905008,0.2615308084035165,Iris-setosa
+1,6.179366488622235,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+2,6.179366488622128,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+3,5.108947716189447,3.060093718354284,1.5100223821000325,0.2615308084035293,Iris-setosa
+4,6.179366488664233,3.05400002621985,1.5100223820600727,1.6654274751351175,Iris-setosa
+5,6.17936648862214,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+6,5.108947716176266,3.0540015141190335,1.5100223820550285,1.6654274751348694,Iris-setosa
+7,6.179366488626568,3.054000000000002,4.899491293664527,1.6654274751348692,Iris-versicolor
+8,5.108947716189904,3.0602372632976134,1.5100223820999117,0.26153080840352577,Iris-setosa
+9,6.179366488622257,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+10,5.108947716186491,3.058469194874916,1.5100223820845506,0.26153080840351123,Iris-setosa
+11,6.1793664886221835,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+12,6.179366488622288,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+13,6.179366488622099,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+14,5.108947716212244,3.0543663983541496,1.5100223821188035,0.2615308084036984,Iris-setosa
+15,5.108947716181366,3.054333165076418,1.5100223820621794,0.2615308084034956,Iris-setosa
+16,6.179366488622123,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+17,6.17936648862212,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+18,5.108947716188969,3.060593138263874,1.5100223820974226,0.2615308084035221,Iris-setosa
+19,5.108947716177261,3.0540819923283453,1.510022382056389,0.2615308084034913,Iris-setosa
+20,6.179366488622136,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+21,6.179366488622143,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+22,6.179366488622212,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+23,5.108947716181809,3.0568388946305367,1.5100223820688468,0.2615308084034972,Iris-setosa
+24,5.108947716174231,3.054030468311295,1.5100223820549479,0.26153080840349074,Iris-setosa
+25,5.108947716197482,3.0577781105716206,1.5100223821205185,0.26153080840357473,Iris-setosa
+26,6.179366488622109,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+27,5.108947716193507,3.059236854217179,1.5100223821114347,0.2615308084035472,Iris-setosa
+28,5.108947716218374,3.054099908587152,1.5100223821105516,0.26153080840378673,Iris-setosa
+29,6.179366488622133,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+30,6.179366488710456,3.0540000124526046,1.5100223820749177,1.6654274751364098,Iris-setosa
+31,6.179366488638822,3.054000000000033,4.89949129366481,1.6654274751348752,Iris-versicolor
+0,6.179366488622127,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+1,6.17936648862214,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+2,5.108947716178082,3.0540813916175322,1.5100223820570207,0.26153080840349185,Iris-setosa
+3,5.108947716190418,3.059846750280046,1.510022382100044,0.26153080840352705,Iris-setosa
+4,6.179366488622162,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+5,5.108947716189319,3.0576352703670584,1.510022382090863,0.2615308084035208,Iris-setosa
+6,5.1089477161943595,3.0571373802758903,1.5100223821034269,0.26153080840354487,Iris-setosa
+7,6.179366488622109,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+8,6.179366488633118,3.0540000000012766,4.899491293664714,1.6654274751348719,Iris-versicolor
+9,6.179366488627228,3.0540000000067256,4.8994912936645845,1.6654274751348697,Iris-versicolor
+10,5.108947716213565,3.0540003615570277,1.5100223820700476,1.6654274751355314,Iris-setosa
+11,5.10894771618708,3.06097549385977,1.5100223820915275,0.2615308084035152,Iris-setosa
+12,5.108947716216515,3.0552667319134432,1.510022382161299,0.2615308084037939,Iris-setosa
+13,6.1793664886221755,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+14,6.179366488622238,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+15,5.108947716222108,3.055135562158728,1.5100223821886818,0.2615308084040018,Iris-setosa
+16,5.108947716231203,3.054300826758562,1.510022382160227,0.2615308084040665,Iris-setosa
+17,5.108947716174441,3.054000000002466,4.899491293664514,1.665427475134869,Iris-versicolor
+18,6.179366488627003,3.054000000000001,4.899491293664537,1.6654274751348694,Iris-versicolor
+19,5.108947716219652,3.054193046930378,1.5100223821133114,0.26153080840372445,Iris-setosa
+20,6.179366488622135,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+21,6.179366488622102,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+22,5.1089477162004995,3.0578912760820915,1.5100223821284375,0.261530808403584,Iris-setosa
+23,5.108947716204352,3.0540025800390533,1.510022382065696,1.665427475135052,Iris-setosa
+24,6.179366488623148,3.0540000000000003,4.899491293664507,1.665427475134869,Iris-versicolor
+25,6.1793664886250195,3.0540000000000007,4.899491293664517,1.6654274751348692,Iris-versicolor
+26,6.179366488622721,3.0540000000000007,4.899491293664505,1.665427475134869,Iris-versicolor
+27,5.1089477161889905,3.0604967536661314,1.5100223820977994,0.26153080840352355,Iris-setosa
+28,5.108947716193038,3.059312046744629,1.5100223821123282,0.2615308084035505,Iris-setosa
+29,6.179366488623656,3.0540000000014906,4.899491293664514,1.665427475134869,Iris-versicolor
+30,5.108947716208609,3.055337418902266,1.510022382141128,0.2615308084037047,Iris-setosa
+31,5.108947716209215,3.055786465887831,1.5100223821397125,0.26153080840366966,Iris-setosa
+0,6.179366488622233,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+1,5.108947716181514,3.0543740871154847,1.510022382061796,0.2615308084034947,Iris-setosa
+2,6.17936648862211,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+3,5.108947716175225,3.054000000039777,4.899491293664545,1.6654274751348692,Iris-versicolor
+4,6.179366488622129,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+5,5.108947716197532,3.0548850627435713,1.5100223820925136,0.2615308084035414,Iris-setosa
+6,6.179366488622133,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+7,5.108947716189728,3.059130442688012,1.510022382095677,0.26153080840352355,Iris-setosa
+8,6.179366488622137,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+9,6.179366488622141,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+10,6.1793664886221356,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+11,5.108947716198746,3.0578814962720857,1.510022382124171,0.2615308084035797,Iris-setosa
+12,5.108947716189396,3.0540000525540703,1.5100223820582348,1.6654274751350007,Iris-setosa
+13,6.179366488622118,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+14,6.179366488622181,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+15,6.179366488622132,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+16,5.108947716212265,3.0547597312323638,1.5100223821458778,0.26153080840380716,Iris-setosa
+17,6.17936648862216,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+18,5.108947716191632,3.0595558742839692,1.5100223821063097,0.26153080840353937,Iris-setosa
+19,6.179366488622103,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+20,6.179366488622155,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+21,6.179366488622134,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+22,5.108947716210573,3.0551127325065615,1.5100223821335708,0.2615308084036788,Iris-setosa
+23,5.108947716202615,3.0560675512069992,1.51002238211733,0.26153080840358006,Iris-setosa

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
+0,6.179366488622135,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+1,6.179366488622151,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+2,6.1793664886221356,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+3,6.179366488622221,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+4,5.108947716196934,3.0580604548415975,1.5100223821185212,0.26153080840356624,Iris-setosa
+5,5.1089477161986325,3.0571745756716466,1.5100223821189136,0.261530808403575,Iris-setosa
+6,5.108947716224282,3.0541597004934746,1.5100223821153336,0.2615308084037455,Iris-setosa
+7,5.108947716191785,3.0562653606329757,1.51002238209637,0.2615308084035411,Iris-setosa
+8,5.108947716201285,3.0567347309403297,1.5100223821212027,0.261530808403581,Iris-setosa
+9,5.108947716186983,3.0610252988875066,1.510022382091006,0.26153080840351434,Iris-setosa
+10,6.179366488623139,3.0540000000000003,4.899491293664508,1.665427475134869,Iris-versicolor
+11,5.1089477161889265,3.0554953178167072,1.5100223820830336,0.2615308084035198,Iris-setosa
+12,5.108947716195535,3.058800865223952,1.5100223821166734,0.2615308084035568,Iris-setosa
+13,5.108947716191833,3.0596521160020647,1.5100223821072567,0.2615308084035401,Iris-setosa
+14,6.1793664886221045,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+15,5.1089477162059325,3.05631342896866,1.5100223821348073,0.26153080840362486,Iris-setosa
+16,6.179366488622102,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+17,5.108947716183984,3.054266240325043,1.5100223820633059,0.2615308084034969,Iris-setosa
+18,5.108947716203165,3.0574427406459117,1.5100223821360466,0.2615308084036105,Iris-setosa
+19,5.10894771619543,3.0587957863555846,1.51002238211474,0.2615308084035521,Iris-setosa
+20,5.108947716180396,3.0540001836077733,1.510022382055393,1.6654274751348728,Iris-setosa
+21,6.179366488622282,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+22,6.179366488634183,3.054000000373586,4.899491293665238,1.6654274751348779,Iris-versicolor
+23,5.108947716228905,3.054877249943585,1.5100223822050678,0.2615308084041896,Iris-setosa
+24,5.108947716175099,3.054000000172971,4.8994912936645605,1.6654274751348692,Iris-versicolor
+25,6.179366488622396,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+26,5.108947716181889,3.0540002208447277,1.5100223820555523,1.665427475134874,Iris-setosa
+27,5.108947716173688,3.054000033300307,1.5100223820547214,1.665427475134869,Iris-setosa
+28,5.108947716181993,3.0540002678819715,1.5100223820556993,1.6654274751348754,Iris-setosa
+29,5.108947716202652,3.0562408434916777,1.5100223821289909,0.26153080840362525,Iris-setosa
+30,6.179366488622101,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+31,5.108947716174285,3.0540000004968206,4.899491293664527,1.665427475134869,Iris-versicolor
+0,6.1793664886221356,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+1,5.108947716173066,3.054000000000005,4.8994912936645045,1.665427475134869,Iris-versicolor
+2,5.108947716198453,3.0540084298198016,1.5100223820663667,1.6654274751349762,Iris-setosa
+3,6.17936648862214,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+4,6.1793664886220965,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+5,5.108947716193443,3.059023924099729,1.5100223821078789,0.2615308084035413,Iris-setosa
+6,5.1089477162039705,3.0555997632414305,1.5100223821209235,0.26153080840360277,Iris-setosa
+7,6.179366488622151,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+8,6.179366488622119,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+9,5.108947716177993,3.0540249107442268,1.5100223820562353,0.26153080840349163,Iris-setosa
+10,6.179366488622116,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+11,5.108947716187204,3.0608878679856515,1.5100223820915488,0.2615308084035152,Iris-setosa
+12,5.108947716186333,3.0607351863919683,1.5100223820883996,0.2615308084035122,Iris-setosa
+13,6.1793664886221515,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+14,5.108947716197575,3.057774141737246,1.5100223821183305,0.26153080840356857,Iris-setosa
+15,5.108947716216968,3.054979518868552,1.5100223821482064,0.2615308084037473,Iris-setosa
+16,5.108947716199799,3.0580427707685067,1.510022382127735,0.2615308084035841,Iris-setosa
+17,6.179366488622109,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+18,5.108947716217734,3.0542001111718178,1.5100223821154786,0.2615308084037403,Iris-setosa
+19,5.1089477161850505,3.0540450119941287,1.5100223820617256,0.2615308084035022,Iris-setosa
+20,5.10894771625035,3.0540171276254116,1.510022382133258,1.6654274751376315,Iris-setosa
+21,5.108947716187752,3.060777475547774,1.5100223820945868,0.2615308084035195,Iris-setosa
+22,6.17936648865244,3.0540000045270905,1.5100223820577978,1.6654274751350298,Iris-versicolor
+23,6.17936648862322,3.0540000000000003,4.899491293664507,1.665427475134869,Iris-versicolor
+24,6.179366488622121,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+25,5.10894771620743,3.054000382561956,1.5100223820619463,1.665427475135074,Iris-setosa
+26,6.179366488622091,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+27,6.1793664886221356,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+28,5.1089477161736,3.0540000000117984,4.899491293664507,1.665427475134869,Iris-versicolor
+29,5.108947716191668,3.0597736289037663,1.5100223821056846,0.2615308084035357,Iris-setosa
+30,6.1793664886221356,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+31,5.108947716202767,3.0557048081569556,1.5100223821205492,0.26153080840361204,Iris-setosa
+0,5.108947716173744,3.0540000002227785,4.899491293664514,1.665427475134869,Iris-versicolor
+1,5.1089477161950025,3.0584392529355124,1.5100223821130723,0.2615308084035555,Iris-setosa
+2,6.179366488622124,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+3,6.17936648862213,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+4,6.179366488622113,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+5,6.179366488622115,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+6,5.108947716187356,3.06100031064585,1.5100223820922962,0.2615308084035155,Iris-setosa
+7,6.179366488622135,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+8,5.108947716209909,3.0543743504366376,1.5100223821207737,0.26153080840373055,Iris-setosa
+9,6.179366488627454,3.054000000030866,4.899491293664613,1.6654274751348699,Iris-versicolor
+10,6.1793664886221675,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+11,5.10894771620506,3.0559635340187405,1.5100223821299388,0.26153080840363097,Iris-setosa
+12,5.108947716187974,3.060748681072806,1.5100223820948557,0.2615308084035193,Iris-setosa
+13,5.108947716215025,3.0547522437351238,1.510022382137736,0.26153080840371745,Iris-setosa
+14,5.108947716190611,3.0600524096345936,1.5100223821032464,0.26153080840353193,Iris-setosa
+15,6.179366488622133,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+16,5.108947716199963,3.0574540768378795,1.5100223821252001,0.26153080840358484,Iris-setosa
+17,6.179366488622139,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+18,6.179366488622336,3.0540000000000003,4.899491293664505,1.665427475134869,Iris-versicolor
+19,5.108947716203721,3.0560274817167015,1.5100223821344794,0.26153080840365783,Iris-setosa
+20,6.17936648862214,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+21,5.108947716185445,3.059435650116439,1.5100223820827026,0.26153080840350723,Iris-setosa
+22,6.179366488622113,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+23,5.108947716201284,3.0561468129870546,1.5100223821164482,0.26153080840358317,Iris-setosa
+24,6.17936648862212,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+25,6.179366488622152,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+26,6.1793664886225,3.0540000000000003,4.899491293664505,1.665427475134869,Iris-versicolor
+27,6.179366488622499,3.0540000000000003,4.899491293664505,1.665427475134869,Iris-versicolor
+28,6.179366488622114,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+29,6.179366488622149,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+30,6.179366488622143,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+31,6.179366488624394,3.0540000000000007,4.899491293664512,1.665427475134869,Iris-versicolor
+0,6.179366488622312,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+1,5.108947716189223,3.0602107170640833,1.5100223820976797,0.2615308084035244,Iris-setosa
+2,5.108947716197527,3.0586017070945997,1.5100223821264873,0.26153080840358184,Iris-setosa
+3,6.1793664886222155,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+4,5.108947716173088,3.0540000000000793,4.8994912936645045,1.665427475134869,Iris-versicolor
+5,5.108947716232094,3.054162374116299,1.5100223821441912,0.26153080840406356,Iris-setosa
+6,6.179366488622123,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+7,5.108947716210496,3.054000654324336,1.5100223820691387,1.6654274751354212,Iris-setosa
+8,6.179366488622144,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+9,5.108947716217264,3.054234114917986,1.510022382112821,0.2615308084036953,Iris-setosa
+10,6.179366488622099,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+11,5.108947716183883,3.0580681614880434,1.5100223820765504,0.26153080840350335,Iris-setosa
+12,5.108947716173142,3.0540000000004013,4.8994912936645045,1.665427475134869,Iris-versicolor
+13,5.108947716188919,3.060583348794399,1.5100223820973282,0.26153080840352205,Iris-setosa
+14,5.1089477161787835,3.0540000001882857,4.899491293664815,1.6654274751348719,Iris-versicolor
+15,6.179366488622112,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+16,5.1089477161851,3.0540000082693313,1.510022382055585,1.6654274751348888,Iris-versicolor
+17,6.17936648862209,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+18,5.108947716211203,3.0540605824797873,1.510022382086265,0.2615308084036223,Iris-setosa
+19,6.179366488622145,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+20,6.1793664886220965,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+21,5.1089477161878945,3.060773977210041,1.510022382094447,0.2615308084035184,Iris-setosa
+22,5.108947716204914,3.055980902750412,1.5100223821299534,0.2615308084036219,Iris-setosa
+23,5.108947716181147,3.054219190635718,1.5100223820609895,0.26153080840349474,Iris-setosa

iris/lct_gan/0/10/test.csv

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

iris/lct_gan/0/10/train.csv

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

iris/lct_gan/0/10/val.csv

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

iris/lct_gan/0/11/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.17936648862213,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+1,5.108947716186638,3.061091294795399,1.5100223820910788,0.26153080840351467,Iris-setosa
+2,5.108947716192324,3.0553781165599143,1.5100223820863516,0.261530808403523,Iris-setosa
+3,6.1793664886221356,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+4,5.108947716212771,3.054004899975597,1.5100223820766792,1.665427475135346,Iris-setosa
+5,6.1793664886221205,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+6,6.17936648862221,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+7,5.108947716192098,3.0589785455237166,1.510022382102285,0.2615308084035316,Iris-setosa
+8,5.108947716197076,3.057225991415859,1.5100223821172865,0.26153080840357446,Iris-setosa
+9,6.1793664886466555,3.0540000000006517,4.899491293666125,1.6654274751349325,Iris-versicolor
+10,6.179366488622145,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+11,5.108947716208192,3.054101680326223,1.510022382097132,0.26153080840368603,Iris-setosa
+12,6.179366488622113,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+13,5.108947716173063,3.0540000000000056,4.8994912936645045,1.665427475134869,Iris-versicolor
+14,5.108947716174113,3.0540000000036605,4.899491293664519,1.665427475134869,Iris-versicolor
+15,5.108947716199963,3.057054266178806,1.5100223821262473,0.26153080840360027,Iris-setosa
+16,5.108947716194623,3.0578952231826606,1.5100223821142098,0.2615308084035676,Iris-setosa
+17,6.179366488622134,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+18,5.108947716175252,3.054460403502666,1.510022382056021,0.2615308084034909,Iris-setosa
+19,6.179366488622137,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+20,5.108947716173149,3.0540000000167966,4.8994912936645045,1.665427475134869,Iris-versicolor
+21,5.10894771618743,3.060874184542688,1.510022382093004,0.26153080840351706,Iris-setosa
+22,6.17936648862209,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+23,6.179366488622178,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+24,6.179366488622135,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+25,6.179366488622109,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+26,5.108947716195239,3.058076670272904,1.510022382110706,0.26153080840355175,Iris-setosa
+27,6.179366488626189,3.0540000000000003,4.8994912936645285,1.6654274751348692,Iris-versicolor
+28,6.179366488622133,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+29,6.1793664886220965,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+30,6.179366488622216,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+31,5.108947716197818,3.0582549659613476,1.5100223821209435,0.2615308084035671,Iris-setosa
+0,5.108947716195492,3.058950615973713,1.5100223821173735,0.2615308084035578,Iris-setosa
+1,6.17936648862213,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+2,6.1793664886313255,3.054000000018362,4.899491293664856,1.6654274751348748,Iris-versicolor
+3,5.108947716195852,3.0582028245495176,1.5100223821165621,0.26153080840356574,Iris-setosa
+4,6.1793664886221435,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+5,6.179366488626985,3.0540000000000003,4.899491293664538,1.6654274751348694,Iris-versicolor
+6,6.179366488622106,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+7,6.179366488622116,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+8,6.179366488622111,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+9,6.179366488622135,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+10,5.108947716213253,3.0542724719403687,1.5100223821071783,0.2615308084036544,Iris-setosa
+11,5.108947716224157,3.054000571657482,1.510022382083215,1.665427475136456,Iris-setosa
+12,6.179366488622518,3.0540000000000007,4.899491293664505,1.665427475134869,Iris-versicolor
+13,5.108947716173993,3.054000000015112,4.899491293664519,1.665427475134869,Iris-versicolor
+14,6.1793664886221435,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+15,5.1089477162165355,3.0542086810578515,1.5100223821093897,0.2615308084036815,Iris-setosa
+16,5.108947716190902,3.059835307833918,1.5100223821017198,0.261530808403529,Iris-setosa
+17,6.179366488622108,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+18,5.108947716209182,3.054000426295069,1.5100223820632468,1.6654274751351121,Iris-setosa
+19,6.17936648862235,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+20,5.1089477161996095,3.0580757043259923,1.5100223821284666,0.2615308084035893,Iris-setosa
+21,5.10894771617462,3.054001405805417,1.5100223820548457,1.665427475134869,Iris-setosa
+22,5.108947716173539,3.0540000202463355,1.5100223820547143,1.665427475134869,Iris-setosa
+23,6.179366488622229,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+24,5.10894771618874,3.054455658841868,1.510022382071775,0.26153080840350795,Iris-setosa
+25,6.1793664886221125,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+26,6.1793664886221356,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+27,5.108947716202128,3.054001445798315,1.5100223820654521,1.665427475135114,Iris-setosa
+28,5.108947716196893,3.0587313741981497,1.5100223821229908,0.26153080840357035,Iris-setosa
+29,5.108947716186837,3.061131104687464,1.5100223820909076,0.2615308084035137,Iris-setosa
+30,5.108947716197862,3.058447547602141,1.5100223821228633,0.2615308084035701,Iris-setosa
+31,5.108947716186971,3.0610780049758017,1.5100223820915408,0.2615308084035148,Iris-setosa
+0,5.108947716192835,3.0593111830270985,1.5100223821077163,0.2615308084035403,Iris-setosa
+1,5.108947716173135,3.054000000002594,4.8994912936645045,1.665427475134869,Iris-versicolor
+2,6.179366488622133,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+3,6.179366488622127,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+4,5.108947716202229,3.0550414543783524,1.510022382114577,0.26153080840361886,Iris-setosa
+5,5.108947716187541,3.060905297692722,1.5100223820925998,0.2615308084035157,Iris-setosa
+6,6.1793664886222714,3.0540000000000025,4.8994912936645045,1.665427475134869,Iris-versicolor
+7,6.179366488622186,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+8,5.108947716190056,3.0589309436598953,1.5100223820978012,0.26153080840352827,Iris-setosa
+9,6.179366488622134,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+10,5.108947716208726,3.055216665073846,1.5100223821313732,0.26153080840366666,Iris-setosa
+11,6.179366488622105,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+12,6.179366488622092,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+13,5.108947716195132,3.0590045065544094,1.5100223821174832,0.2615308084035581,Iris-setosa
+14,6.179366488622133,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+15,6.1793664886608095,3.054000000069998,4.899491293669655,1.6654274751350622,Iris-versicolor
+16,6.17936648862209,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+17,5.108947716176121,3.054807365445345,1.5100223820569965,0.26153080840349113,Iris-setosa
+18,5.108947716179958,3.0540039437180257,1.5100223820562162,1.665427475134873,Iris-setosa
+19,6.1793664886221356,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+20,6.179366488622116,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+21,6.179366488622116,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+22,6.1793664886221125,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+23,6.179366488622135,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+24,6.179366488622098,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+25,6.179366488622144,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+26,5.108947716174653,3.0540000538073304,1.510022382054766,1.665427475134869,Iris-setosa
+27,6.179366488622117,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+28,5.108947716188456,3.0603333681732297,1.5100223820954812,0.2615308084035212,Iris-setosa
+29,5.108947716194787,3.0589322239420316,1.510022382116302,0.26153080840355836,Iris-setosa
+30,5.10894771618858,3.0605407907833695,1.5100223820956107,0.26153080840352033,Iris-setosa
+31,6.17936648862217,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+0,5.108947716206389,3.0544674525505657,1.5100223821133467,0.2615308084036506,Iris-setosa
+1,6.179366488622151,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+2,6.179366488622172,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+3,5.108947716191944,3.0596816236678355,1.5100223821067051,0.26153080840353704,Iris-setosa
+4,6.179366488622117,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+5,6.179366488629434,3.054000000000002,4.899491293664556,1.6654274751348697,Iris-versicolor
+6,6.1793664886221435,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+7,5.108947716212285,3.0552235124300178,1.5100223821520582,0.2615308084037608,Iris-setosa
+8,6.179366488624619,3.0540000000000003,4.899491293664516,1.6654274751348692,Iris-versicolor
+9,6.179366488622138,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+10,6.179366488622404,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+11,5.108947716182416,3.054011650649822,1.5100223820576832,1.665427475134878,Iris-setosa
+12,6.179366488622107,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+13,5.108947716189826,3.0581637173838314,1.510022382092813,0.2615308084035218,Iris-setosa
+14,6.1793664886221205,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+15,6.179366488622151,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+16,6.17936648862214,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+17,5.108947716212681,3.054001977732478,1.5100223820736516,1.6654274751354257,Iris-setosa
+18,6.179366488645988,3.054000000771216,4.8994912936659425,1.665427475134886,Iris-versicolor
+19,5.108947716179584,3.0541982844756497,1.5100223820590761,0.2615308084034929,Iris-setosa
+20,5.108947716206887,3.054001588484879,1.5100223820669236,1.6654274751351608,Iris-setosa
+21,5.108947716173639,3.054000000316452,4.899491293664512,1.665427475134869,Iris-versicolor
+22,5.108947716215971,3.0540010378935674,1.5100223820730285,1.6654274751356442,Iris-setosa
+23,6.179366488639976,3.054000001347981,4.899491293665898,1.6654274751348936,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
+0,5.1089477161731365,3.054000000047169,4.8994912936645045,1.665427475134869,Iris-versicolor
+1,5.108947716199346,3.057735740920239,1.51002238212469,0.2615308084035782,Iris-setosa
+2,5.108947716237524,3.0540049566998233,1.510022382106209,1.6654274751372407,Iris-setosa
+3,6.179366488622117,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+4,5.108947716199757,3.056332326110081,1.510022382117953,0.26153080840358484,Iris-setosa
+5,5.108947716214618,3.05435559501774,1.5100223821187972,0.261530808403697,Iris-setosa
+6,6.179366488622136,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+7,5.108947716192058,3.0596540072456224,1.5100223821049699,0.26153080840353377,Iris-setosa
+8,5.108947716199069,3.05618125583659,1.5100223821133132,0.26153080840357484,Iris-setosa
+9,5.10894771623078,3.0541112858507296,1.5100223821349157,0.2615308084040261,Iris-setosa
+10,5.10894771619178,3.0576450465547635,1.5100223821015846,0.2615308084035411,Iris-setosa
+11,6.179366488622245,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+12,5.1089477161894035,3.0603592253646292,1.5100223820986285,0.2615308084035247,Iris-setosa
+13,6.179366488622157,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+14,6.1793664886221125,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+15,6.179366488624431,3.0540000000017273,4.899491293664524,1.665427475134869,Iris-versicolor
+16,5.108947716235303,3.0543056975710208,1.51002238217872,0.26153080840428017,Iris-setosa
+17,5.108947716187039,3.0607620163724034,1.5100223820900978,0.2615308084035132,Iris-setosa
+18,6.179366488622103,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+19,5.108947716192648,3.05802473855205,1.5100223821031318,0.26153080840353915,Iris-setosa
+20,5.108947716187934,3.060604526375488,1.5100223820931222,0.26153080840351683,Iris-setosa
+21,6.1793664886221675,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+22,5.108947716192661,3.0593956486449034,1.510022382106972,0.26153080840353665,Iris-setosa
+23,6.179366488622116,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+24,5.108947716184472,3.058944701963745,1.510022382079613,0.2615308084035053,Iris-setosa
+25,5.108947716186043,3.0612815509190017,1.5100223820888554,0.26153080840351184,Iris-setosa
+26,5.108947716194476,3.054002752819388,1.5100223820597254,1.6654274751349065,Iris-setosa
+27,6.179366488622113,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+28,5.108947716221247,3.0551106257360985,1.510022382171354,0.26153080840387666,Iris-setosa
+29,6.179366488622132,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+30,5.108947716219424,3.054444933108225,1.5100223821260772,0.26153080840370435,Iris-setosa
+31,6.179366488622137,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+0,5.108947716229135,3.0542383444322523,1.5100223821379262,0.2615308084038726,Iris-setosa
+1,6.17936648862211,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+2,6.179366488658209,3.0540000144222037,1.510022382058243,1.6654274751350153,Iris-setosa
+3,6.179366488622116,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+4,6.179366488649219,3.054000000720461,4.899491293667059,1.6654274751349143,Iris-versicolor
+5,5.108947716192595,3.059592643053173,1.5100223821079328,0.2615308084035392,Iris-setosa
+6,6.179366488622131,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+7,6.179366488622151,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+8,5.108947716199555,3.057469731215021,1.51002238212285,0.2615308084035778,Iris-setosa
+9,6.179366488622133,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+10,5.10894771619506,3.054959843737389,1.5100223820904608,0.26153080840353904,Iris-setosa
+11,6.179366488622138,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+12,6.1793664886222555,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+13,5.108947716211771,3.0540943308851847,1.510022382091194,0.2615308084036207,Iris-setosa
+14,6.179366488622134,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+15,6.179366488622121,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+16,6.179366488622875,3.0540000000000003,4.899491293664506,1.665427475134869,Iris-versicolor
+17,5.108947716190781,3.0589573152180254,1.5100223820991345,0.26153080840352844,Iris-setosa
+18,5.108947716197661,3.0579942250940566,1.5100223821239849,0.26153080840358256,Iris-setosa
+19,6.179366488622098,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+20,5.108947716173412,3.054000000000049,4.899491293664505,1.665427475134869,Iris-versicolor
+21,5.108947716215743,3.0556088652786864,1.510022382176744,0.26153080840386816,Iris-setosa
+22,6.179366488670381,3.0540000854554457,1.5100223820638736,1.6654274751353384,Iris-setosa
+23,5.1089477162021835,3.054731817479617,1.510022382107003,0.2615308084036029,Iris-setosa
+24,6.1793664886221045,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+25,6.179366488622139,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+26,6.179366488622128,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+27,6.179366488622662,3.0540000000000003,4.899491293664506,1.665427475134869,Iris-versicolor
+28,5.108947716226856,3.0548147875902396,1.5100223821759224,0.2615308084039582,Iris-setosa
+29,5.108947716211766,3.055533058972469,1.510022382146852,0.2615308084037104,Iris-setosa
+30,6.179366488624775,3.054000000000302,4.899491293664518,1.665427475134869,Iris-versicolor
+31,6.179366488622097,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+0,6.179366488622121,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+1,6.179366488622117,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+2,5.108947716223712,3.0543227512631317,1.5100223821459957,0.2615308084039207,Iris-setosa
+3,5.1089477161876395,3.060838069397561,1.510022382092996,0.26153080840351667,Iris-setosa
+4,5.108947716217347,3.0540241095868517,1.510022382090555,1.6654274751354194,Iris-setosa
+5,5.108947716201218,3.0577650594214063,1.5100223821323606,0.261530808403603,Iris-setosa
+6,6.17936648862212,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+7,6.179366488637035,3.0540000000000735,4.8994912936649815,1.665427475134884,Iris-versicolor
+8,5.108947716173332,3.054000008445725,1.5100223820547096,1.665427475134869,Iris-setosa
+9,5.108947716207171,3.0561667672366277,1.5100223821391292,0.2615308084036488,Iris-setosa
+10,5.1089477161747965,3.054000001166803,4.8994912936645525,1.665427475134869,Iris-versicolor
+11,6.179366488622118,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+12,6.179366488622134,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+13,5.1089477161751224,3.054007264033189,1.510022382055062,1.6654274751348692,Iris-setosa
+14,6.179366488622142,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+15,6.179366488625614,3.0540000000000003,4.899491293664524,1.6654274751348692,Iris-versicolor
+16,5.1089477161895065,3.0603116090116043,1.5100223820995586,0.26153080840352566,Iris-setosa
+17,6.179366488622212,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+18,6.179366488622186,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+19,5.108947716186312,3.0612434314340327,1.510022382089564,0.2615308084035125,Iris-setosa
+20,5.108947716194244,3.058498656255731,1.5100223821097878,0.26153080840354714,Iris-setosa
+21,6.179366488629073,3.054000000000004,4.899491293664566,1.66542747513487,Iris-versicolor
+22,5.108947716236703,3.054389661676232,1.5100223821817864,0.26153080840421306,Iris-setosa
+23,5.108947716207135,3.056741222304817,1.5100223821493381,0.2615308084036702,Iris-setosa
+24,6.179366488622117,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+25,5.108947716187702,3.060870173448136,1.5100223820931717,0.26153080840351667,Iris-setosa
+26,5.108947716182384,3.0540181716027224,1.5100223820576912,1.6654274751348759,Iris-setosa
+27,5.10894771618833,3.054091365245792,1.5100223820662013,0.2615308084035102,Iris-setosa
+28,5.1089477161902215,3.060100749240369,1.5100223821011702,0.2615308084035287,Iris-setosa
+29,5.108947716206463,3.0568457210578592,1.5100223821424938,0.2615308084036397,Iris-setosa
+30,6.179366488622117,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+31,6.179366488624386,3.0540000000000003,4.899491293664511,1.665427475134869,Iris-versicolor
+0,6.1793664886223,3.0540000000000003,4.899491293664505,1.665427475134869,Iris-versicolor
+1,5.10894771618924,3.059790440404813,1.5100223820947998,0.26153080840352,Iris-setosa
+2,5.108947716196386,3.0556089149847043,1.5100223821031928,0.2615308084035626,Iris-setosa
+3,6.179366488622135,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+4,5.108947716199937,3.057353744938329,1.5100223821226484,0.2615308084035785,Iris-setosa
+5,6.179366488643668,3.0540000000004497,4.899491293665346,1.665427475134892,Iris-versicolor
+6,5.108947716186594,3.061222179797014,1.5100223820903087,0.26153080840351334,Iris-setosa
+7,6.179366488622231,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+8,6.1793664886221045,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+9,5.108947716194934,3.0585733364288394,1.51002238211663,0.26153080840356485,Iris-setosa
+10,6.179366488628229,3.0540000000000007,4.8994912936645445,1.6654274751348694,Iris-versicolor
+11,6.179366488625018,3.054000000000006,4.8994912936645205,1.6654274751348692,Iris-versicolor
+12,5.108947716202771,3.056125932032163,1.510022382130592,0.261530808403631,Iris-setosa
+13,6.179366488622133,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+14,5.108947716188258,3.060602628692284,1.5100223820950747,0.26153080840352,Iris-setosa
+15,5.10894771622025,3.055298058980471,1.5100223821843557,0.2615308084039555,Iris-setosa
+16,6.179366488624815,3.0540000000000003,4.899491293664515,1.665427475134869,Iris-versicolor
+17,5.1089477162083865,3.0558825695560135,1.5100223821395107,0.2615308084036572,Iris-setosa
+18,5.108947716186906,3.0575409058057956,1.51002238208401,0.2615308084035127,Iris-setosa
+19,5.108947716187974,3.060743117621071,1.5100223820954974,0.2615308084035207,Iris-setosa
+20,6.179366488623224,3.0540000000000003,4.899491293664507,1.665427475134869,Iris-versicolor
+21,6.179366488642783,3.05400000000024,4.899491293665702,1.6654274751349147,Iris-versicolor
+22,6.179366488622117,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+23,5.1089477161745895,3.054000196062921,1.5100223820547949,1.665427475134869,Iris-setosa

iris/lct_gan/0/12/test.csv

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

iris/lct_gan/0/12/train.csv

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

iris/lct_gan/0/12/val.csv

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

iris/lct_gan/0/13/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488622126,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+1,5.108947716188749,3.0604875163963077,1.5100223820963907,0.26153080840352166,Iris-setosa
+2,5.108947716195902,3.058568160965781,1.5100223821139709,0.2615308084035514,Iris-setosa
+3,6.179366488622136,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+4,6.179366488622129,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+5,6.179366488653181,3.054000000021746,4.899491293667293,1.6654274751349618,Iris-versicolor
+6,6.179366488622136,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+7,5.108947716227525,3.0540045396576683,1.5100223820803982,1.665427475135446,Iris-setosa
+8,6.179366488622472,3.0540000000000007,4.8994912936645045,1.665427475134869,Iris-versicolor
+9,6.1793664886221205,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+10,6.179366488622258,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+11,6.1793664886221515,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+12,6.179366488623501,3.0540000000001455,4.89949129366451,1.665427475134869,Iris-versicolor
+13,6.179366488622118,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+14,5.108947716173195,3.0540000000102108,4.8994912936645045,1.665427475134869,Iris-versicolor
+15,5.108947716179789,3.0544150264107905,1.5100223820607968,0.26153080840349385,Iris-setosa
+16,6.1793664886257575,3.0540000000000007,4.89949129366452,1.6654274751348692,Iris-versicolor
+17,6.17936648862267,3.0540000000000007,4.899491293664505,1.665427475134869,Iris-versicolor
+18,6.179366488622119,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+19,6.179366488625762,3.0540000000000003,4.899491293664526,1.6654274751348692,Iris-versicolor
+20,5.10894771618656,3.0550194982038046,1.5100223820736889,0.2615308084035058,Iris-setosa
+21,6.179366488628129,3.0540000000083287,4.899491293664655,1.6654274751348705,Iris-versicolor
+22,6.1793664886220965,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+23,6.1793664886221356,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+24,5.108947716193861,3.059053573035236,1.5100223821089696,0.2615308084035406,Iris-setosa
+25,5.108947716174015,3.054000000006817,4.899491293664515,1.665427475134869,Iris-versicolor
+26,5.108947716196181,3.0582684304563443,1.510022382116851,0.26153080840356097,Iris-setosa
+27,5.108947716186207,3.0607056976426574,1.5100223820879854,0.26153080840351184,Iris-setosa
+28,5.108947716189187,3.0605321926484197,1.5100223820974532,0.26153080840352183,Iris-setosa
+29,6.179366488622503,3.0540000000000003,4.899491293664505,1.665427475134869,Iris-versicolor
+30,5.108947716173393,3.0540000008753196,4.899491293664509,1.665427475134869,Iris-versicolor
+31,6.179366488622169,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+0,5.108947716186301,3.0612791449062353,1.51002238208931,0.261530808403512,Iris-setosa
+1,6.179366488622125,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+2,5.108947716203918,3.0571362935856143,1.5100223821471535,0.26153080840366466,Iris-setosa
+3,6.1793664886221356,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+4,6.179366488622205,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+5,5.108947716189676,3.0540000174064548,1.510022382056339,1.6654274751349039,Iris-setosa
+6,6.1793664886221205,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+7,5.108947716173879,3.054000475681198,1.5100223820547547,1.665427475134869,Iris-setosa
+8,5.108947716187549,3.0549137870867686,1.5100223820736611,0.26153080840350623,Iris-setosa
+9,6.179366488622168,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+10,5.1089477161823735,3.054000141706126,1.5100223820554401,1.6654274751348739,Iris-setosa
+11,5.108947716188923,3.060423553806665,1.5100223820972711,0.26153080840352194,Iris-setosa
+12,6.17936648862231,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+13,5.108947716192004,3.054030450416751,1.5100223820662568,1.6654274751349327,Iris-setosa
+14,6.179366488622096,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+15,6.17936648862213,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+16,6.179366488624412,3.0540000000000003,4.899491293664512,1.665427475134869,Iris-versicolor
+17,6.179366488622121,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+18,5.108947716225903,3.0540033128846518,1.5100223820856624,1.6654274751360123,Iris-setosa
+19,5.1089477161893875,3.0590529290706283,1.5100223820952605,0.2615308084035235,Iris-setosa
+20,5.108947716186546,3.0611730799105232,1.5100223820902745,0.2615308084035135,Iris-setosa
+21,6.1793664886221,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+22,6.179366488622173,3.054000000000001,4.8994912936645045,1.665427475134869,Iris-versicolor
+23,5.108947716187515,3.0581148992318563,1.5100223820849867,0.26153080840351123,Iris-setosa
+24,5.108947716187305,3.0609971866125454,1.5100223820925631,0.26153080840351606,Iris-setosa
+25,6.179366488622117,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+26,6.1793664886220965,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+27,5.108947716187719,3.0608681119564345,1.5100223820937027,0.26153080840351767,Iris-setosa
+28,5.108947716181499,3.0540108039566345,1.510022382056981,1.6654274751348745,Iris-setosa
+29,6.179366488622149,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+30,5.108947716223735,3.0553284791642152,1.5100223822056311,0.2615308084040893,Iris-setosa
+31,6.179366488622142,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+0,5.108947716200747,3.0568212926629332,1.5100223821203955,0.2615308084035793,Iris-setosa
+1,6.179366488622137,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+2,5.108947716219061,3.054246690339346,1.5100223821244358,0.26153080840376974,Iris-setosa
+3,6.179366488622185,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+4,5.1089477162021035,3.054124804881479,1.5100223820836682,0.26153080840357507,Iris-setosa
+5,5.108947716191269,3.0596491915977886,1.5100223821046557,0.26153080840353576,Iris-setosa
+6,6.179366488622117,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+7,6.179366488622211,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+8,6.179366488622139,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+9,6.17936648862216,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+10,5.108947716186767,3.0611541996731733,1.5100223820911747,0.26153080840351467,Iris-setosa
+11,6.179366488632775,3.054000000000007,4.899491293664666,1.6654274751348719,Iris-versicolor
+12,6.179366488622125,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+13,5.1089477161734935,3.0540000000078735,4.899491293664506,1.665427475134869,Iris-versicolor
+14,6.179366488622101,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+15,6.179366488622116,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+16,6.179366488622113,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+17,6.179366488622123,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+18,6.1793664886221285,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+19,6.179366488622111,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+20,6.179366488627637,3.0540000000003804,4.899491293664553,1.6654274751348694,Iris-versicolor
+21,6.179366488622145,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+22,5.108947716181424,3.0542615814423435,1.5100223820615903,0.26153080840349524,Iris-setosa
+23,5.1089477161998555,3.0581067353705387,1.5100223821314451,0.26153080840359516,Iris-setosa
+24,5.108947716217777,3.054457814362464,1.510022382136278,0.2615308084037981,Iris-setosa
+25,6.179366488622133,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+26,6.179366488628895,3.0540000000000362,4.899491293664573,1.6654274751348697,Iris-versicolor
+27,5.108947716173328,3.0540000000001064,4.899491293664505,1.665427475134869,Iris-versicolor
+28,6.179366488651842,3.054000000045628,4.899491293667231,1.6654274751349576,Iris-versicolor
+29,5.108947716208655,3.0540010690970014,1.5100223820637633,1.665427475135057,Iris-setosa
+30,5.10894771617834,3.054298472162345,1.510022382058434,0.26153080840349213,Iris-setosa
+31,5.108947716197848,3.055495138311573,1.5100223821048098,0.2615308084035663,Iris-setosa
+0,6.179366488629677,3.054000000000101,4.899491293664665,1.6654274751348725,Iris-versicolor
+1,5.108947716181166,3.055505322008131,1.510022382065154,0.2615308084034955,Iris-setosa
+2,5.108947716186301,3.061053111718925,1.5100223820890213,0.26153080840351245,Iris-setosa
+3,5.108947716193086,3.0550235417984455,1.5100223820866823,0.261530808403529,Iris-setosa
+4,6.179366488622323,3.0540000000000003,4.899491293664505,1.665427475134869,Iris-versicolor
+5,5.108947716190014,3.060156595461084,1.510022382099975,0.26153080840352594,Iris-setosa
+6,5.108947716192799,3.0592288115017032,1.510022382110059,0.26153080840354653,Iris-setosa
+7,6.179366488622242,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+8,6.179366488622106,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+9,5.108947716213458,3.0559398882420523,1.5100223821703997,0.26153080840379533,Iris-setosa
+10,6.179366488622218,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+11,6.179366488622432,3.0540000000000003,4.899491293664505,1.665427475134869,Iris-versicolor
+12,6.179366488622123,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+13,6.17936648862213,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+14,5.108947716186448,3.0612492432146197,1.510022382089924,0.26153080840351284,Iris-setosa
+15,6.179366488622128,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+16,5.108947716187288,3.0609933695123317,1.510022382091693,0.26153080840351467,Iris-setosa
+17,5.108947716192119,3.0594183479948565,1.510022382104365,0.261530808403533,Iris-setosa
+18,6.179366488623269,3.0540000000000003,4.899491293664509,1.665427475134869,Iris-versicolor
+19,6.179366488622241,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+20,6.179366488622144,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+21,6.17936648862212,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+22,6.179366488622094,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+23,5.1089477161886645,3.060104008908719,1.5100223820953245,0.26153080840352194,Iris-setosa

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
+0,5.108947716189887,3.059300178879382,1.5100223820994452,0.2615308084035306,Iris-setosa
+1,6.17936648862213,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+2,6.179366488622235,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+3,6.179366488622128,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+4,6.179366488622103,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+5,5.108947716187928,3.060793383083502,1.5100223820941479,0.2615308084035182,Iris-setosa
+6,5.108947716193132,3.0571977676545252,1.5100223821016259,0.2615308084035424,Iris-setosa
+7,5.108947716186229,3.054000005656559,1.510022382055847,1.6654274751349019,Iris-versicolor
+8,6.179366488622159,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+9,5.108947716215756,3.0556895143999943,1.5100223821721739,0.2615308084038228,Iris-setosa
+10,6.179366488622728,3.0540000000000003,4.899491293664506,1.665427475134869,Iris-versicolor
+11,6.179366488622133,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+12,6.179366488622139,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+13,6.179366488622092,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+14,6.179366488622111,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+15,6.17936648862213,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+16,6.179366488622169,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+17,6.179366488623042,3.0540000000000003,4.899491293664506,1.665427475134869,Iris-versicolor
+18,6.179366488622538,3.054000000000001,4.8994912936645045,1.665427475134869,Iris-versicolor
+19,6.179366488622414,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+20,6.17936648872859,3.0540003413119527,1.5100223820867138,1.6654274751367502,Iris-setosa
+21,6.179366488622121,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+22,6.179366488622108,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+23,5.108947716187736,3.060841584639365,1.5100223820936107,0.26153080840351756,Iris-setosa
+24,6.1793664886221285,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+25,6.179366488622106,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+26,6.179366488622116,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+27,6.179366488622096,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+28,6.179366488622113,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+29,5.10894771621484,3.055222616111779,1.510022382144335,0.26153080840370135,Iris-setosa
+30,5.108947716201102,3.054437434140365,1.5100223820910093,0.2615308084035543,Iris-setosa
+31,6.179366488622138,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+0,6.179366488622105,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+1,5.108947716191606,3.0598175014075517,1.510022382105901,0.2615308084035358,Iris-setosa
+2,6.179366488622279,3.0540000000000007,4.8994912936645045,1.665427475134869,Iris-versicolor
+3,5.108947716188298,3.05976140967533,1.51002238209223,0.2615308084035177,Iris-setosa
+4,5.108947716189482,3.0604024410245145,1.510022382099237,0.26153080840352505,Iris-setosa
+5,5.108947716175151,3.0540288840042855,1.510022382055227,0.2615308084034908,Iris-setosa
+6,5.108947716192603,3.058890581970657,1.5100223821047145,0.26153080840353754,Iris-setosa
+7,6.179366488622093,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+8,5.108947716206251,3.0548749743336514,1.5100223821266383,0.2615308084036754,Iris-setosa
+9,5.108947716173242,3.0540000006578665,4.899491293664506,1.665427475134869,Iris-versicolor
+10,5.108947716188463,3.060548783994066,1.5100223820964993,0.2615308084035214,Iris-setosa
+11,5.108947716186184,3.0613235623650703,1.5100223820890053,0.26153080840351167,Iris-setosa
+12,6.179366488622127,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+13,5.10894771618571,3.0540003465525913,1.510022382056508,1.6654274751348868,Iris-setosa
+14,5.108947716173123,3.054000000000006,4.8994912936645045,1.665427475134869,Iris-versicolor
+15,6.179366488622131,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+16,5.10894771620161,3.0563765477634273,1.5100223821244336,0.26153080840360293,Iris-setosa
+17,5.108947716205088,3.055584689740489,1.5100223821195067,0.2615308084036007,Iris-setosa
+18,6.179366488622153,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+19,5.10894771619686,3.054020758368934,1.5100223820677683,1.665427475134964,Iris-setosa
+20,6.179366488622132,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+21,5.108947716202327,3.0572601430726483,1.5100223821305248,0.26153080840359777,Iris-setosa
+22,5.108947716215242,3.055191201606432,1.5100223821487606,0.26153080840372284,Iris-setosa
+23,6.179366488622134,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+24,5.108947716191255,3.059873269547558,1.5100223821043754,0.26153080840353315,Iris-setosa
+25,5.108947716196011,3.0546498039079863,1.510022382091897,0.261530808403554,Iris-setosa
+26,6.1793664886221205,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+27,6.179366488622105,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+28,6.179366488622595,3.0540000000000016,4.899491293664505,1.665427475134869,Iris-versicolor
+29,5.108947716199601,3.054023602992975,1.5100223820772127,1.665427475135135,Iris-setosa
+30,5.108947716200742,3.054013854033842,1.5100223820680845,1.665427475134982,Iris-setosa
+31,5.108947716173208,3.054000001132843,1.5100223820547065,1.665427475134869,Iris-versicolor
+0,6.179366488640341,3.0540000000114547,4.899491293665925,1.6654274751349099,Iris-versicolor
+1,5.1089477161751935,3.0541035907818115,1.5100223820554683,0.26153080840349086,Iris-setosa
+2,5.108947716221284,3.054005326155651,1.5100223820834726,1.6654274751355664,Iris-setosa
+3,5.1089477162170756,3.0548834393490423,1.510022382161896,0.2615308084038693,Iris-setosa
+4,6.179366488622126,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+5,6.179366488650314,3.054000000011328,4.8994912936668245,1.6654274751349303,Iris-versicolor
+6,6.179366488622096,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+7,6.179366488622128,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+8,6.179366488622138,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+9,5.108947716196997,3.05818453434474,1.5100223821164336,0.2615308084035581,Iris-setosa
+10,6.1793664886267745,3.054000000000022,4.89949129366453,1.6654274751348692,Iris-versicolor
+11,6.179366488622144,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+12,5.108947716188797,3.0606375907382843,1.510022382096669,0.2615308084035208,Iris-setosa
+13,6.179366488622179,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+14,5.108947716213059,3.0556986927068084,1.5100223821599683,0.2615308084037588,Iris-setosa
+15,6.179366488622141,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+16,6.179366488622114,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+17,5.108947716194356,3.058077907489907,1.5100223821103922,0.26153080840355186,Iris-setosa
+18,5.108947716191683,3.0540000371807214,1.5100223820573933,1.6654274751349487,Iris-setosa
+19,5.108947716179988,3.0547529067168115,1.5100223820614926,0.2615308084034934,Iris-setosa
+20,5.10894771618582,3.059058991997412,1.5100223820824727,0.2615308084035072,Iris-setosa
+21,6.17936648862227,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+22,5.108947716223281,3.054117970920274,1.5100223821137382,0.26153080840378307,Iris-setosa
+23,6.179366488622169,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+24,6.179366488622121,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+25,5.108947716186852,3.0611110484097486,1.510022382091162,0.26153080840351434,Iris-setosa
+26,5.108947716191652,3.056967010584337,1.5100223820972805,0.2615308084035366,Iris-setosa
+27,5.10894771618949,3.0540885751496423,1.5100223820653977,0.26153080840350595,Iris-setosa
+28,5.10894771621252,3.0559118150074456,1.5100223821659495,0.2615308084037743,Iris-setosa
+29,5.108947716189969,3.0587018930959187,1.5100223820958207,0.26153080840352405,Iris-setosa
+30,6.179366488622153,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+31,6.179366488622376,3.0540000000000003,4.899491293664505,1.665427475134869,Iris-versicolor
+0,5.108947716183836,3.0546675441267412,1.5100223820680205,0.2615308084035011,Iris-setosa
+1,6.179366488623748,3.0540000000000007,4.899491293664508,1.665427475134869,Iris-versicolor
+2,6.1793664886221285,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+3,5.108947716192175,3.059249463849159,1.5100223821063605,0.2615308084035405,Iris-setosa
+4,5.108947716174396,3.054001375764511,1.5100223820548175,1.665427475134869,Iris-setosa
+5,6.179366488622142,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+6,6.179366488622219,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+7,6.179366488622137,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+8,6.1793664886225494,3.0540000000000003,4.899491293664505,1.665427475134869,Iris-versicolor
+9,6.179366488622124,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+10,5.1089477162136125,3.054290664871274,1.5100223821146954,0.26153080840368925,Iris-setosa
+11,6.179366488622135,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+12,6.179366488622096,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+13,5.108947716194674,3.058975691150592,1.5100223821151872,0.26153080840355475,Iris-setosa
+14,5.108947716212089,3.0541896527966834,1.510022382109394,0.2615308084037125,Iris-setosa
+15,5.1089477161954635,3.0569522175098585,1.5100223821045766,0.26153080840354437,Iris-setosa
+16,6.179366488622115,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+17,6.179366488622898,3.0540000000000003,4.899491293664507,1.665427475134869,Iris-versicolor
+18,6.179366488643333,3.05400000000025,4.899491293665834,1.6654274751349238,Iris-versicolor
+19,5.108947716179401,3.0540000980330944,1.5100223820552776,1.665427475134873,Iris-setosa
+20,5.108947716177646,3.054010977736678,1.5100223820556156,1.66542747513487,Iris-setosa
+21,5.108947716201256,3.0578880872498484,1.5100223821346814,0.2615308084036052,Iris-setosa
+22,6.1793664886241375,3.054000000000002,4.8994912936645125,1.665427475134869,Iris-versicolor
+23,5.108947716183744,3.0541865169028592,1.5100223820625078,0.2615308084034972,Iris-setosa

iris/lct_gan/0/14/test.csv

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

iris/lct_gan/0/14/train.csv

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

iris/lct_gan/0/14/val.csv

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

iris/lct_gan/0/15/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947716204649,3.054014130768828,1.5100223820736909,1.6654274751350795,Iris-setosa
+1,6.179366488622103,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+2,5.1089477161846295,3.054353649162965,1.5100223820641787,0.2615308084034969,Iris-setosa
+3,5.10894771619251,3.059528207954499,1.5100223821074767,0.26153080840353904,Iris-setosa
+4,6.179366488622147,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+5,6.179366488622124,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+6,6.179366488622275,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+7,5.108947716217828,3.0543833593757292,1.5100223821257006,0.2615308084037295,Iris-setosa
+8,5.108947716189285,3.054130989042147,1.510022382067037,0.26153080840350723,Iris-setosa
+9,6.1793664886221356,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+10,6.179366488622308,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+11,5.108947716191964,3.058779062997193,1.510022382102575,0.2615308084035348,Iris-setosa
+12,6.179366488622093,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+13,5.108947716187406,3.0608551449240973,1.5100223820932877,0.2615308084035172,Iris-setosa
+14,6.179366488622341,3.0540000000000003,4.899491293664505,1.665427475134869,Iris-versicolor
+15,6.179366488622142,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+16,5.108947716188614,3.060617725235084,1.510022382095748,0.2615308084035201,Iris-setosa
+17,6.179366488622121,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+18,5.108947716187367,3.0609311585064227,1.5100223820924699,0.2615308084035161,Iris-setosa
+19,6.179366488622144,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+20,5.108947716189094,3.0585323875243744,1.5100223820967513,0.2615308084035311,Iris-setosa
+21,5.1089477161835655,3.058451648851738,1.5100223820758807,0.2615308084035019,Iris-setosa
+22,6.179366488622146,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+23,6.179366488622145,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+24,6.179366488622118,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+25,5.108947716187534,3.054007601902364,1.5100223820602836,1.665427475134903,Iris-setosa
+26,5.108947716197577,3.054000037449684,1.5100223820584961,1.6654274751349831,Iris-setosa
+27,5.108947716228201,3.054856659275864,1.51002238220933,0.26153080840425885,Iris-setosa
+28,6.179366488622128,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+29,6.179366488622116,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+30,6.179366488622118,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+31,6.179366488622118,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+0,6.179366488622121,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+1,5.1089477161817936,3.0543868260937934,1.5100223820633643,0.261530808403497,Iris-setosa
+2,5.108947716186196,3.061244573666256,1.5100223820895136,0.2615308084035128,Iris-setosa
+3,5.108947716246097,3.054086134831925,1.5100223821840972,0.26153080840516874,Iris-setosa
+4,5.108947716194596,3.059064603344015,1.5100223821142233,0.261530808403551,Iris-setosa
+5,6.1793664886221285,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+6,5.108947716186554,3.061069271205806,1.5100223820905412,0.2615308084035138,Iris-setosa
+7,6.179366488634339,3.0540000000480476,4.899491293664764,1.665427475134871,Iris-versicolor
+8,5.108947716201887,3.054248818164433,1.5100223820882408,0.2615308084035669,Iris-setosa
+9,6.179366488624343,3.0540000000000003,4.899491293664514,1.665427475134869,Iris-versicolor
+10,5.108947716187999,3.0606146325950543,1.510022382094978,0.2615308084035207,Iris-setosa
+11,5.10894771621144,3.0552533294000397,1.5100223821398515,0.261530808403688,Iris-setosa
+12,5.108947716222301,3.0540316557939806,1.5100223821053094,1.6654274751357672,Iris-setosa
+13,5.1089477161867665,3.061141643973229,1.5100223820906136,0.2615308084035134,Iris-setosa
+14,6.1793664886222395,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+15,5.108947716186205,3.0612625805266065,1.5100223820891712,0.261530808403512,Iris-setosa
+16,6.179366488622786,3.0540000000000003,4.899491293664505,1.665427475134869,Iris-versicolor
+17,6.17936648862218,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+18,6.17936648862214,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+19,6.179366488622139,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+20,6.179366488622107,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+21,6.179366488622136,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+22,5.108947716203148,3.0549796131489955,1.510022382108492,0.2615308084035872,Iris-setosa
+23,6.179366488622108,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+24,6.179366488622101,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+25,6.179366488622126,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+26,5.108947716225495,3.0550847198448756,1.5100223821859846,0.26153080840397946,Iris-setosa
+27,6.1793664886221205,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+28,6.179366488622274,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+29,5.108947716189042,3.0540322021294033,1.5100223820632455,0.26153080840350784,Iris-setosa
+30,6.179366488622131,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+31,6.179366488622159,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+0,5.108947716210573,3.0565154058518447,1.5100223821606662,0.261530808403715,Iris-setosa
+1,6.179366488622126,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+2,5.108947716219016,3.0552648983248414,1.510022382178099,0.26153080840389,Iris-setosa
+3,5.10894771618917,3.060358155980902,1.5100223820973118,0.26153080840352266,Iris-setosa
+4,6.17936648864501,3.054000000008595,4.899491293666822,1.665427475134957,Iris-versicolor
+5,6.179366488622132,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+6,6.179366488622268,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+7,6.179366488623545,3.0540000000000003,4.899491293664508,1.665427475134869,Iris-versicolor
+8,6.1793664886235575,3.0540000000000003,4.899491293664509,1.665427475134869,Iris-versicolor
+9,6.179366488622177,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+10,6.179366488622131,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+11,5.108947716196576,3.0568032642700165,1.5100223821141363,0.26153080840357434,Iris-setosa
+12,5.108947716216554,3.0553845749212156,1.5100223821521999,0.2615308084037239,Iris-setosa
+13,5.108947716187494,3.0544461680109802,1.5100223820697682,0.26153080840350396,Iris-setosa
+14,5.108947716192438,3.0596061892511797,1.5100223821073353,0.2615308084035373,Iris-setosa
+15,5.108947716184836,3.0591522553791957,1.510022382080447,0.26153080840350545,Iris-setosa
+16,6.1793664886555195,3.054000000004331,4.899491293667479,1.6654274751349802,Iris-versicolor
+17,5.108947716204575,3.0569626296126136,1.5100223821389493,0.26153080840363474,Iris-setosa
+18,6.179366488622156,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+19,5.108947716194378,3.058753700853586,1.5100223821124399,0.2615308084035527,Iris-setosa
+20,5.108947716196984,3.0540000127326246,1.5100223820581111,1.6654274751349851,Iris-versicolor
+21,6.17936648862224,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+22,6.179366488622489,3.0540000000000003,4.899491293664505,1.665427475134869,Iris-versicolor
+23,6.179366488622727,3.0540000000000003,4.899491293664506,1.665427475134869,Iris-versicolor
+24,6.179366488622132,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+25,5.108947716184965,3.058701305075736,1.5100223820797962,0.2615308084035053,Iris-setosa
+26,6.179366488622121,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+27,6.179366488622134,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+28,6.179366488622153,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+29,6.179366488622132,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+30,5.1089477161905785,3.059987857012379,1.5100223821013368,0.26153080840352766,Iris-setosa
+31,6.17936648862221,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+0,5.108947716205676,3.0544381324394867,1.510022382105825,0.2615308084036146,Iris-setosa
+1,5.108947716193841,3.059134847003453,1.5100223821130814,0.26153080840355125,Iris-setosa
+2,5.108947716193105,3.0577532543427086,1.510022382103291,0.2615308084035402,Iris-setosa
+3,5.108947716227536,3.054026541460394,1.5100223820986232,1.665427475135556,Iris-setosa
+4,5.108947716228529,3.054027762559416,1.5100223821052579,1.6654274751357827,Iris-setosa
+5,5.108947716188605,3.0584645591346944,1.5100223820900296,0.2615308084035174,Iris-setosa
+6,5.10894771619298,3.059372618860611,1.5100223821078105,0.2615308084035386,Iris-setosa
+7,6.1793664886222475,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+8,5.108947716193078,3.0540000333931667,1.5100223820587768,1.665427475135037,Iris-setosa
+9,5.108947716213285,3.0563202779347436,1.5100223821721999,0.26153080840378634,Iris-setosa
+10,5.108947716189168,3.060469718824455,1.5100223820979608,0.2615308084035235,Iris-setosa
+11,5.108947716186357,3.0612524074957124,1.5100223820894008,0.26153080840351217,Iris-setosa
+12,5.10894771619153,3.058506116585714,1.5100223820987193,0.2615308084035287,Iris-setosa
+13,6.17936648862212,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+14,5.108947716192976,3.0592570807430373,1.5100223821070766,0.26153080840353776,Iris-setosa
+15,6.179366488622125,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+16,6.1793664886221285,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+17,6.179366488622192,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+18,6.179366488622107,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+19,6.179366488622107,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+20,5.108947716191114,3.055706163299978,1.510022382087222,0.26153080840352316,Iris-setosa
+21,6.17936648862214,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+22,5.108947716188462,3.0600789256822827,1.510022382094945,0.26153080840352166,Iris-setosa
+23,5.108947716218952,3.0540655699605215,1.5100223820931487,0.2615308084036549,Iris-setosa

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
+0,6.179366488626628,3.0540000000008485,4.899491293664541,1.6654274751348692,Iris-versicolor
+1,5.108947716192856,3.0595006937616676,1.5100223821090715,0.26153080840354104,Iris-setosa
+2,5.108947716178431,3.054208816403616,1.5100223820582188,0.26153080840349224,Iris-setosa
+3,6.179366488622388,3.0540000000000003,4.899491293664505,1.665427475134869,Iris-versicolor
+4,5.108947716203044,3.0565048736094425,1.510022382126976,0.26153080840360104,Iris-setosa
+5,5.108947716209104,3.056750616138536,1.510022382156241,0.2615308084036878,Iris-setosa
+6,5.108947716206335,3.0543630834457107,1.5100223821008665,0.26153080840360277,Iris-setosa
+7,6.179366488644989,3.054000000101191,4.899491293667315,1.6654274751349676,Iris-versicolor
+8,5.108947716213731,3.05432163245009,1.510022382125841,0.2615308084037667,Iris-setosa
+9,5.10894771618081,3.0540001672651425,1.5100223820553242,1.665427475134872,Iris-setosa
+10,5.108947716187363,3.06012312821793,1.5100223820917282,0.26153080840351794,Iris-setosa
+11,5.1089477162149075,3.0541358902165308,1.5100223821032235,0.26153080840368925,Iris-setosa
+12,6.1793664886221125,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+13,6.179366488622143,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+14,6.179366488624709,3.054000000001191,4.899491293664519,1.665427475134869,Iris-versicolor
+15,5.108947716207871,3.0541404426060987,1.5100223821035392,0.26153080840370707,Iris-setosa
+16,5.108947716202069,3.0575025138433016,1.5100223821378127,0.2615308084036209,Iris-setosa
+17,6.179366488639384,3.054000000373699,4.899491293665908,1.6654274751348979,Iris-versicolor
+18,5.108947716231632,3.0540903177405108,1.510022382123755,0.26153080840390647,Iris-setosa
+19,6.179366488622133,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+20,5.1089477161876165,3.058459740267037,1.5100223820876348,0.261530808403515,Iris-setosa
+21,5.108947716195004,3.054709586312058,1.5100223820875465,0.26153080840353604,Iris-setosa
+22,5.108947716218912,3.0546100191204792,1.5100223821412384,0.26153080840375836,Iris-setosa
+23,6.179366488622603,3.0540000000000003,4.899491293664506,1.665427475134869,Iris-versicolor
+24,5.108947716173086,3.054000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+25,6.179366488622948,3.0540000000000003,4.899491293664506,1.665427475134869,Iris-versicolor
+26,5.108947716210499,3.054747936416852,1.5100223821229466,0.26153080840364934,Iris-setosa
+27,5.1089477161994745,3.0572453616700277,1.5100223821180265,0.2615308084035667,Iris-setosa
+28,5.108947716202834,3.055403954231137,1.510022382112181,0.26153080840358045,Iris-setosa
+29,5.108947716200101,3.054502755445021,1.5100223820988905,0.26153080840358667,Iris-setosa
+30,6.179366488622131,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+31,5.108947716207941,3.0566693910713814,1.5100223821565204,0.26153080840370035,Iris-setosa
+0,6.179366488622241,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+1,5.108947716198583,3.055047836570715,1.510022382107113,0.26153080840359266,Iris-setosa
+2,6.1793664886228745,3.0540000000000003,4.899491293664505,1.665427475134869,Iris-versicolor
+3,6.179366488622126,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+4,5.108947716184373,3.0540020115649886,1.5100223820568244,1.6654274751348799,Iris-setosa
+5,5.108947716187168,3.0609950969473925,1.5100223820923766,0.26153080840351595,Iris-setosa
+6,6.179366488622133,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+7,5.108947716233119,3.054226687138401,1.5100223821582204,0.2615308084041211,Iris-setosa
+8,6.179366488622314,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+9,5.108947716202804,3.0547988442339795,1.510022382106693,0.2615308084035915,Iris-setosa
+10,5.108947716180215,3.0556921103823202,1.5100223820638774,0.2615308084034943,Iris-setosa
+11,6.179366488622345,3.0540000000000003,4.899491293664505,1.665427475134869,Iris-versicolor
+12,5.108947716202088,3.0576497917689682,1.5100223821349454,0.2615308084036051,Iris-setosa
+13,6.179366488622125,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+14,6.17936648862214,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+15,6.179366488622312,3.0540000000000003,4.899491293664505,1.665427475134869,Iris-versicolor
+16,6.179366488622163,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+17,5.108947716191822,3.0554615552554085,1.5100223820888532,0.26153080840353027,Iris-setosa
+18,5.10894771621018,3.0540010627598417,1.5100223820679717,1.6654274751352498,Iris-setosa
+19,6.179366488622137,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+20,6.179366488622165,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+21,5.108947716189014,3.0604691283894048,1.5100223820971395,0.26153080840352216,Iris-setosa
+22,5.108947716190724,3.058936216925079,1.5100223820979077,0.26153080840352666,Iris-setosa
+23,5.108947716194604,3.058470206704306,1.5100223821127958,0.2615308084035554,Iris-setosa
+24,5.108947716191124,3.059503667268245,1.5100223821036813,0.26153080840353526,Iris-setosa
+25,5.108947716189141,3.0605091471674895,1.5100223820983354,0.26153080840352416,Iris-setosa
+26,5.108947716186608,3.0611897481294448,1.5100223820903025,0.2615308084035131,Iris-setosa
+27,5.108947716211129,3.054861235549979,1.5100223821332779,0.26153080840369275,Iris-setosa
+28,5.1089477161916035,3.0596292423791893,1.5100223821039347,0.2615308084035336,Iris-setosa
+29,5.1089477162013415,3.055575040937033,1.5100223821135568,0.2615308084035864,Iris-setosa
+30,5.108947716193883,3.059313508946767,1.510022382114226,0.2615308084035516,Iris-setosa
+31,5.1089477161951375,3.059091871622862,1.510022382116574,0.2615308084035552,Iris-setosa
+0,6.179366488622165,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+1,6.179366488622189,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+2,5.108947716195109,3.0540001721410963,1.510022382058032,1.6654274751349318,Iris-setosa
+3,6.1793664886221205,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+4,6.1793664886221,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+5,5.108947716219179,3.054352237094478,1.5100223821292185,0.2615308084037583,Iris-setosa
+6,5.108947716202568,3.0570843016943168,1.5100223821323406,0.2615308084036107,Iris-setosa
+7,5.108947716205576,3.0572662420212025,1.5100223821516998,0.2615308084036692,Iris-setosa
+8,5.1089477161800785,3.054138208074064,1.5100223820587009,0.26153080840349296,Iris-setosa
+9,5.108947716189026,3.0604615847465,1.5100223820969831,0.2615308084035218,Iris-setosa
+10,6.179366488622096,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+11,6.179366488622217,3.0540000000000007,4.8994912936645045,1.665427475134869,Iris-versicolor
+12,5.108947716175925,3.0540000000854737,4.899491293664599,1.6654274751348694,Iris-versicolor
+13,5.108947716176313,3.054000090380045,1.5100223820548815,1.6654274751348694,Iris-setosa
+14,6.179366488622214,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+15,6.179366488622095,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+16,5.108947716177483,3.0542935487007488,1.510022382057472,0.2615308084034915,Iris-setosa
+17,5.108947716197985,3.054549609001844,1.510022382088232,0.2615308084035422,Iris-setosa
+18,5.108947716214391,3.0540001790848104,1.5100223820637424,1.665427475135146,Iris-setosa
+19,5.108947716229376,3.0540007316680855,1.510022382083331,1.6654274751362366,Iris-setosa
+20,6.179366488622146,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+21,6.179366488622122,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+22,6.179366488622161,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+23,6.179366488622116,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+24,6.179366488622122,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+25,5.1089477162270445,3.0540699204759894,1.5100223821177081,0.2615308084039127,Iris-setosa
+26,5.108947716188205,3.0606381638667854,1.5100223820959793,0.26153080840352105,Iris-setosa
+27,5.108947716215614,3.054011724580764,1.5100223820861203,1.6654274751355045,Iris-setosa
+28,6.179366488622146,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+29,6.179366488622187,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+30,6.179366488622122,3.0540000000000007,4.8994912936645045,1.665427475134869,Iris-versicolor
+31,6.179366488624969,3.0540000000001055,4.89949129366452,1.665427475134869,Iris-versicolor
+0,5.108947716198024,3.0577556784669797,1.5100223821204706,0.2615308084035751,Iris-setosa
+1,6.1793664886221205,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+2,6.179366488622136,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+3,5.108947716194356,3.0587399272555773,1.510022382108354,0.26153080840354076,Iris-setosa
+4,5.108947716187784,3.060846580194811,1.5100223820937027,0.26153080840351745,Iris-setosa
+5,5.108947716187909,3.0540002713368355,1.5100223820567762,1.6654274751348932,Iris-setosa
+6,5.108947716192394,3.0567800479372265,1.510022382096567,0.26153080840353465,Iris-setosa
+7,5.108947716211206,3.056012517387885,1.5100223821611156,0.2615308084037407,Iris-setosa
+8,6.179366488622152,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+9,5.108947716173491,3.05400000872716,1.5100223820547114,1.665427475134869,Iris-setosa
+10,5.108947716174324,3.0540000000162677,4.899491293664521,1.665427475134869,Iris-versicolor
+11,5.108947716189776,3.059658375740532,1.5100223820967988,0.26153080840352294,Iris-setosa
+12,5.108947716188294,3.0606094096396057,1.510022382094859,0.26153080840351944,Iris-setosa
+13,6.179366488622133,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+14,5.1089477162055985,3.056869097576845,1.5100223821448886,0.26153080840365545,Iris-setosa
+15,6.179366488622119,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+16,5.108947716200349,3.0567208714132934,1.5100223821211016,0.2615308084035849,Iris-setosa
+17,5.108947716205858,3.057227813231983,1.5100223821503531,0.26153080840366455,Iris-setosa
+18,6.17936648863136,3.054000000000014,4.899491293664626,1.6654274751348714,Iris-versicolor
+19,5.108947716213177,3.055628824458613,1.510022382159105,0.2615308084037703,Iris-setosa
+20,6.179366488622129,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+21,5.108947716200842,3.0555768623506787,1.51002238210986,0.2615308084035756,Iris-setosa
+22,6.1793664886347885,3.0540000000041383,4.899491293664876,1.6654274751348748,Iris-versicolor
+23,6.179366488622126,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor

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
+0,5.10894771618767,3.0608552455435674,1.5100223820928709,0.2615308084035164,Iris-setosa
+1,5.108947716199202,3.05746580544578,1.5100223821228635,0.2615308084035814,Iris-setosa
+2,5.10894771620571,3.055411392223598,1.5100223821268193,0.2615308084036396,Iris-setosa
+3,5.108947716200103,3.0576467224726556,1.5100223821248098,0.26153080840358084,Iris-setosa
+4,6.179366488623046,3.0540000000000003,4.899491293664506,1.665427475134869,Iris-versicolor
+5,6.179366488622107,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+6,5.108947716196775,3.0581849979992572,1.5100223821228151,0.261530808403582,Iris-setosa
+7,5.108947716188234,3.0607925934219016,1.5100223820946297,0.26153080840351794,Iris-setosa
+8,6.179366488622164,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+9,5.108947716190081,3.0593808595952035,1.510022382096539,0.2615308084035229,Iris-setosa
+10,6.179366488622133,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+11,5.1089477161883,3.060748610236699,1.5100223820953982,0.2615308084035195,Iris-setosa
+12,6.179366488676994,3.0540000230192463,1.5100223820618537,1.665427475135215,Iris-setosa
+13,5.108947716188217,3.0561044111374427,1.5100223820825245,0.26153080840351384,Iris-setosa
+14,5.108947716217956,3.0556266563102734,1.5100223821804997,0.2615308084038873,Iris-setosa
+15,6.1793664886222155,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+16,5.1089477162036205,3.0567917709104364,1.5100223821388143,0.26153080840364096,Iris-setosa
+17,5.108947716204915,3.055559693147416,1.5100223821252967,0.2615308084036225,Iris-setosa
+18,6.179366488622125,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+19,5.108947716189806,3.0596836086887396,1.5100223820988539,0.2615308084035275,Iris-setosa
+20,5.108947716180772,3.0564801210185846,1.5100223820668661,0.26153080840349624,Iris-setosa
+21,6.1793664886223,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+22,5.108947716219915,3.054000771799729,1.510022382074708,1.6654274751357303,Iris-setosa
+23,6.179366488622125,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+24,5.108947716173214,3.05400000024502,4.899491293664505,1.665427475134869,Iris-versicolor
+25,5.108947716188721,3.0602359475974237,1.510022382096736,0.2615308084035242,Iris-setosa
+26,5.108947716187257,3.061004448118456,1.5100223820925334,0.2615308084035162,Iris-setosa
+27,6.17936648862213,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+28,5.108947716194226,3.0590021681579267,1.5100223821120209,0.26153080840354803,Iris-setosa
+29,6.179366488622428,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+30,5.108947716189849,3.054011536888506,1.5100223820614687,1.6654274751349099,Iris-setosa
+31,5.108947716178132,3.054000015399838,1.5100223820549779,1.6654274751348719,Iris-setosa
+0,5.108947716179408,3.0540000014680895,4.899491293665293,1.6654274751348785,Iris-versicolor
+1,5.108947716193836,3.058994534762455,1.5100223821112515,0.26153080840354803,Iris-setosa
+2,5.108947716184456,3.0541267492269624,1.5100223820634042,0.26153080840350024,Iris-setosa
+3,6.179366488622136,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+4,5.108947716208545,3.0540071454295608,1.5100223820707837,1.6654274751350973,Iris-setosa
+5,5.108947716187927,3.0606548844078314,1.510022382093073,0.2615308084035168,Iris-setosa
+6,6.17936648863565,3.054000000002045,4.899491293665121,1.665427475134884,Iris-versicolor
+7,6.179366488622468,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+8,5.108947716209715,3.0552312517777915,1.5100223821323302,0.26153080840365767,Iris-setosa
+9,6.179366488628063,3.054000000000001,4.899491293664545,1.6654274751348697,Iris-versicolor
+10,5.108947716190449,3.0599810776749683,1.510022382102229,0.26153080840353155,Iris-setosa
+11,5.108947716175916,3.0540011578207737,1.5100223820550192,1.6654274751348694,Iris-setosa
+12,5.108947716228885,3.0545422490900918,1.5100223821896568,0.2615308084042004,Iris-setosa
+13,6.179366488623387,3.0540000000000003,4.899491293664508,1.665427475134869,Iris-versicolor
+14,6.179366488622619,3.0540000000000003,4.899491293664505,1.665427475134869,Iris-versicolor
+15,6.179366488622267,3.0540000000000034,4.8994912936645045,1.665427475134869,Iris-versicolor
+16,6.179366488622121,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+17,5.108947716189746,3.0594476077342536,1.510022382098215,0.2615308084035272,Iris-setosa
+18,6.179366488622169,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+19,5.108947716194891,3.0540005726040813,1.510022382060321,1.6654274751349893,Iris-setosa
+20,6.179366488622114,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+21,5.108947716173065,3.054000000000006,4.8994912936645045,1.665427475134869,Iris-versicolor
+22,6.179366488622129,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+23,6.179366488622139,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+24,6.179366488622253,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+25,5.108947716191031,3.0599357135881595,1.5100223821045322,0.26153080840353427,Iris-setosa
+26,6.179366488622192,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+27,6.179366488622106,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+28,5.10894771619549,3.0589781949654835,1.5100223821195067,0.2615308084035631,Iris-setosa
+29,6.179366488622124,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+30,6.1793664886221205,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+31,5.108947716191654,3.054262256271974,1.5100223820763272,0.2615308084035272,Iris-setosa
+0,6.179366488622272,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+1,5.108947716194451,3.0585791079616387,1.5100223821110348,0.2615308084035485,Iris-setosa
+2,6.179366488622127,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+3,6.1793664886221595,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+4,5.10894771617821,3.0540000039642874,1.510022382054865,1.6654274751348708,Iris-versicolor
+5,6.179366488622105,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+6,6.179366488622216,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+7,6.179366488622098,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+8,6.1793664886221675,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+9,6.1793664886221356,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+10,5.108947716191011,3.0597616559917924,1.5100223821031225,0.2615308084035332,Iris-setosa
+11,6.179366488622119,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+12,6.179366488622128,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+13,6.179366488623969,3.0540000000000003,4.899491293664512,1.665427475134869,Iris-versicolor
+14,6.17936648862212,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+15,5.108947716189554,3.060349932955336,1.510022382098624,0.2615308084035238,Iris-setosa
+16,6.179366488622118,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+17,5.108947716193558,3.0593660109787773,1.5100223821108072,0.2615308084035442,Iris-setosa
+18,5.108947716203419,3.0549391931004646,1.5100223821158445,0.2615308084036174,Iris-setosa
+19,5.108947716173397,3.0540000000153755,4.899491293664506,1.665427475134869,Iris-versicolor
+20,6.179366488622238,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+21,5.108947716180627,3.0540005916821813,1.5100223820559562,1.6654274751348768,Iris-setosa
+22,6.179366488622115,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+23,6.179366488622112,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+24,6.179366488622689,3.0540000000000003,4.899491293664506,1.665427475134869,Iris-versicolor
+25,5.108947716173843,3.054000018502942,1.5100223820547223,1.665427475134869,Iris-setosa
+26,5.108947716173425,3.0540000018354743,1.5100223820547096,1.665427475134869,Iris-versicolor
+27,6.1793664886221285,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+28,6.179366488622184,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+29,5.108947716190638,3.0600171642441656,1.5100223821013137,0.2615308084035273,Iris-setosa
+30,6.179366488623869,3.0540000000000003,4.899491293664509,1.665427475134869,Iris-versicolor
+31,5.108947716187634,3.0608108779919894,1.5100223820948178,0.2615308084035202,Iris-setosa
+0,6.179366488622417,3.0540000000000003,4.899491293664505,1.665427475134869,Iris-versicolor
+1,6.1793664886259725,3.054000000000499,4.899491293664531,1.6654274751348692,Iris-versicolor
+2,5.108947716242633,3.054038312501412,1.5100223821285876,1.6654274751365057,Iris-setosa
+3,6.1793664886222635,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+4,5.108947716180998,3.0570212738595504,1.5100223820672776,0.26153080840349574,Iris-setosa
+5,5.108947716200603,3.057768690174362,1.510022382130418,0.2615308084035991,Iris-setosa
+6,6.179366488622202,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+7,6.179366488622127,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+8,5.108947716205835,3.0568175653152867,1.5100223821486378,0.26153080840366566,Iris-setosa
+9,6.179366488622559,3.0540000000000003,4.899491293664505,1.665427475134869,Iris-versicolor
+10,6.179366488622133,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+11,6.179366488622132,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+12,6.179366488622102,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+13,6.179366488625962,3.054000000000003,4.899491293664532,1.6654274751348694,Iris-versicolor
+14,5.108947716173242,3.0540000000000176,4.8994912936645045,1.665427475134869,Iris-versicolor
+15,5.108947716189939,3.0602266688723785,1.5100223820995198,0.2615308084035253,Iris-setosa
+16,6.179366488622416,3.0540000000000003,4.899491293664505,1.665427475134869,Iris-versicolor
+17,6.179366488622096,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+18,6.179366488622112,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+19,5.10894771621102,3.0544165721270886,1.510022382111367,0.2615308084036361,Iris-setosa
+20,5.108947716204362,3.0571380912530652,1.510022382139425,0.2615308084036272,Iris-setosa
+21,5.108947716192734,3.0541327454807705,1.5100223820695962,0.2615308084035133,Iris-setosa
+22,6.179366488646472,3.054000000036414,4.899491293667173,1.6654274751349532,Iris-versicolor
+23,5.10894771622072,3.054012966946654,1.5100223820939664,1.665427475135777,Iris-setosa

iris/lct_gan/0/17/test.csv

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

iris/lct_gan/0/17/train.csv

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

iris/lct_gan/0/17/val.csv

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

iris/lct_gan/0/18/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947716190601,3.0578146112905564,1.5100223820965086,0.2615308084035308,Iris-setosa
+1,6.179366488622139,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+2,5.1089477161940815,3.058624540872165,1.5100223821096033,0.26153080840354687,Iris-setosa
+3,5.108947716203036,3.05497658047817,1.5100223821129832,0.26153080840360843,Iris-setosa
+4,5.108947716188913,3.0605034786690277,1.5100223820969987,0.2615308084035223,Iris-setosa
+5,6.179366488622112,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+6,6.179366488622102,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+7,5.1089477161882035,3.0606494429068944,1.5100223820956116,0.2615308084035209,Iris-setosa
+8,5.108947716189317,3.060383713728759,1.5100223820977638,0.26153080840352316,Iris-setosa
+9,5.108947716214447,3.055847962897981,1.5100223821709355,0.2615308084038073,Iris-setosa
+10,5.108947716177209,3.0540000003786685,4.899491293664781,1.6654274751348712,Iris-versicolor
+11,6.1793664886221285,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+12,5.1089477161933505,3.0591611763014055,1.5100223821123502,0.26153080840355175,Iris-setosa
+13,5.1089477162205235,3.054000240146175,1.510022382072434,1.6654274751357208,Iris-setosa
+14,5.108947716175085,3.0540038119277444,1.5100223820550092,1.6654274751348692,Iris-setosa
+15,5.1089477161974965,3.0583375439578955,1.5100223821192893,0.2615308084035631,Iris-setosa
+16,5.1089477162383075,3.054160594484888,1.510022382173022,0.26153080840451215,Iris-setosa
+17,6.1793664886221356,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+18,5.1089477162348,3.0540708564508763,1.5100223821293919,0.2615308084041017,Iris-setosa
+19,5.108947716235104,3.0540360251001344,1.51002238213445,1.6654274751369458,Iris-setosa
+20,5.108947716177642,3.054645310997102,1.5100223820583591,0.2615308084034917,Iris-setosa
+21,5.108947716233553,3.054002890950464,1.510022382087811,1.6654274751361653,Iris-setosa
+22,5.1089477161800865,3.0540000007852157,4.899491293665193,1.665427475134878,Iris-versicolor
+23,5.108947716205547,3.0565884759121946,1.510022382138855,0.2615308084036333,Iris-setosa
+24,5.108947716214711,3.0552988724888857,1.5100223821515262,0.2615308084037466,Iris-setosa
+25,6.179366488622125,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+26,5.108947716192445,3.058443211305462,1.5100223821033147,0.2615308084035371,Iris-setosa
+27,6.17936648862341,3.0540000000000003,4.899491293664508,1.665427475134869,Iris-versicolor
+28,6.17936648862268,3.0540000000000003,4.899491293664505,1.665427475134869,Iris-versicolor
+29,5.10894771618558,3.059121817587044,1.5100223820828087,0.26153080840350806,Iris-setosa
+30,5.108947716201534,3.0562684424061026,1.510022382124433,0.2615308084036074,Iris-setosa
+31,5.108947716188473,3.0605468372085607,1.5100223820952052,0.26153080840352,Iris-setosa
+0,6.179366488626749,3.0540000000005816,4.899491293664536,1.6654274751348692,Iris-versicolor
+1,6.179366488622113,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+2,5.108947716187937,3.0581617371926617,1.5100223820881828,0.26153080840351617,Iris-setosa
+3,6.179366488622106,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+4,6.1793664886228665,3.054000000000001,4.899491293664505,1.665427475134869,Iris-versicolor
+5,5.108947716210414,3.0554499421586594,1.510022382142875,0.26153080840369847,Iris-setosa
+6,5.1089477161978705,3.0569383936021146,1.51002238212015,0.26153080840359,Iris-setosa
+7,5.108947716193382,3.0593899708894505,1.510022382110881,0.2615308084035436,Iris-setosa
+8,5.108947716187719,3.060781797355249,1.5100223820942327,0.2615308084035187,Iris-setosa
+9,5.108947716202828,3.0576740865412377,1.5100223821378467,0.26153080840361526,Iris-setosa
+10,6.179366488622109,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+11,5.108947716188107,3.0606034690660975,1.5100223820937506,0.26153080840351783,Iris-setosa
+12,5.108947716208358,3.0570520382625017,1.5100223821647991,0.2615308084037244,Iris-setosa
+13,5.108947716234062,3.0540197705687304,1.5100223821187737,1.6654274751366853,Iris-setosa
+14,6.179366488622205,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+15,6.179366488622126,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+16,5.108947716227396,3.0542635372332914,1.51002238215758,0.2615308084041095,Iris-setosa
+17,5.108947716203887,3.0541297195137167,1.5100223820857452,0.26153080840357923,Iris-setosa
+18,5.108947716225447,3.0555506928364444,1.5100223822189272,0.26153080840414583,Iris-setosa
+19,5.108947716223709,3.0540284409264498,1.5100223821038612,1.665427475135728,Iris-setosa
+20,6.179366488622169,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+21,6.179366488622125,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+22,6.179366488622129,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+23,6.179366488622106,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+24,6.179366488622142,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+25,5.108947716189907,3.0587889679778195,1.5100223820965761,0.2615308084035261,Iris-setosa
+26,6.17936648862212,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+27,6.179366488668679,3.054000000114483,4.899491293674276,1.6654274751352995,Iris-versicolor
+28,5.10894771619002,3.0600293979618054,1.5100223821005816,0.26153080840352866,Iris-setosa
+29,6.179366488622144,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+30,6.179366488641609,3.0540000001231937,4.899491293666495,1.665427475134922,Iris-versicolor
+31,5.108947716193266,3.0590764116425357,1.5100223821076693,0.26153080840354,Iris-setosa
+0,5.108947716240723,3.0542716962397196,1.5100223822073193,0.2615308084048018,Iris-setosa
+1,6.1793664886221,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+2,5.10894771619454,3.0583421060446647,1.5100223821091925,0.26153080840354503,Iris-setosa
+3,5.108947716196709,3.056979999954197,1.5100223821102832,0.2615308084035573,Iris-setosa
+4,6.1793664886399275,3.0540000000000376,4.89949129366488,1.6654274751348774,Iris-versicolor
+5,6.179366488622108,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+6,5.108947716180733,3.0540000262526266,1.5100223820550425,1.6654274751348712,Iris-setosa
+7,5.10894771618589,3.061352627707651,1.5100223820882936,0.2615308084035111,Iris-setosa
+8,5.108947716189855,3.060331720026311,1.5100223820993963,0.2615308084035252,Iris-setosa
+9,5.108947716195021,3.0541633562629458,1.5100223820737688,0.26153080840352116,Iris-setosa
+10,6.179366488622183,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+11,6.179366488622129,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+12,5.1089477161915005,3.059673188536427,1.5100223821041803,0.2615308084035339,Iris-setosa
+13,5.108947716180474,3.0569778658152384,1.5100223820659995,0.2615308084034949,Iris-setosa
+14,5.1089477162236,3.0540550095383785,1.5100223821087393,0.26153080840384707,Iris-setosa
+15,5.1089477161927555,3.0575063776309497,1.5100223820991212,0.2615308084035336,Iris-setosa
+16,5.108947716203131,3.05732973854146,1.510022382135706,0.2615308084036163,Iris-setosa
+17,5.108947716227262,3.054046709642682,1.5100223821008354,1.6654274751354572,Iris-setosa
+18,5.108947716187821,3.054432725551647,1.5100223820733383,0.26153080840351384,Iris-setosa
+19,6.1793664886222635,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+20,6.179366488622132,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+21,5.10894771622439,3.054050302591016,1.5100223821117145,0.2615308084039303,Iris-setosa
+22,6.179366488622095,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+23,5.108947716209954,3.05633956326608,1.5100223821508967,0.26153080840368337,Iris-setosa
+24,5.108947716215284,3.054132665362517,1.5100223821152,0.26153080840382725,Iris-setosa
+25,5.108947716188409,3.0606751709028943,1.5100223820958218,0.2615308084035199,Iris-setosa
+26,5.108947716176004,3.0540112637828956,1.510022382055358,1.6654274751348697,Iris-setosa
+27,6.179366488622144,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+28,5.108947716213368,3.055836466117339,1.5100223821570926,0.2615308084037252,Iris-setosa
+29,6.179366488622132,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+30,5.108947716212669,3.0560008885944985,1.51002238216537,0.2615308084037612,Iris-setosa
+31,5.108947716189436,3.060333645078011,1.510022382099112,0.26153080840352555,Iris-setosa
+0,6.17936648862219,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+1,5.108947716196896,3.0557331192559896,1.5100223821019567,0.2615308084035542,Iris-setosa
+2,5.108947716187711,3.0607668678407687,1.5100223820939223,0.26153080840351783,Iris-setosa
+3,5.108947716240545,3.0541974068474773,1.51002238217233,0.2615308084043671,Iris-setosa
+4,5.108947716187901,3.0607870979889285,1.5100223820934213,0.261530808403517,Iris-setosa
+5,5.108947716197585,3.0540053910666076,1.5100223820642964,1.6654274751349634,Iris-setosa
+6,5.108947716209936,3.054734474588271,1.5100223821282976,0.2615308084036862,Iris-setosa
+7,5.1089477161871,3.0610046074996964,1.5100223820923324,0.2615308084035163,Iris-setosa
+8,6.179366488624612,3.0540000000000003,4.899491293664517,1.6654274751348692,Iris-versicolor
+9,5.108947716203282,3.057145550375615,1.5100223821328864,0.2615308084036048,Iris-setosa
+10,6.179366488623126,3.0540000000000003,4.899491293664508,1.665427475134869,Iris-versicolor
+11,6.179366488622121,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+12,5.108947716187769,3.0608096230659596,1.5100223820946774,0.26153080840351955,Iris-setosa
+13,5.108947716194171,3.059103400601734,1.5100223821128194,0.26153080840354964,Iris-setosa
+14,6.179366488622133,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+15,5.108947716179333,3.054002634933263,1.5100223820559495,1.6654274751348728,Iris-setosa
+16,6.179366488622179,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+17,5.108947716188658,3.0606627786089695,1.510022382096568,0.2615308084035211,Iris-setosa
+18,6.179366488622104,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+19,5.108947716188735,3.056115888800385,1.510022382082674,0.26153080840351406,Iris-setosa
+20,6.179366488622137,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+21,6.179366488628613,3.054000000000097,4.899491293664621,1.665427475134871,Iris-versicolor
+22,6.179366488622853,3.0540000000000003,4.899491293664506,1.665427475134869,Iris-versicolor
+23,5.108947716223691,3.0540131740081597,1.5100223820926286,1.6654274751356382,Iris-setosa

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
+0,5.108947716206926,3.0554310463252916,1.5100223821237984,0.26153080840362153,Iris-setosa
+1,5.108947716206139,3.0571907267064926,1.5100223821507939,0.26153080840366066,Iris-setosa
+2,5.108947716173064,3.054000000000001,4.8994912936645045,1.665427475134869,Iris-versicolor
+3,5.108947716214026,3.0550919422098124,1.5100223821490577,0.2615308084037476,Iris-setosa
+4,5.1089477162103725,3.0541079772058524,1.5100223820886551,0.2615308084035986,Iris-setosa
+5,6.179366488622133,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+6,5.108947716186544,3.0611609025397866,1.5100223820898555,0.2615308084035128,Iris-setosa
+7,5.108947716190773,3.0597962682845155,1.5100223821033523,0.2615308084035337,Iris-setosa
+8,5.108947716193426,3.0540551957724404,1.5100223820695036,0.26153080840352816,Iris-setosa
+9,6.179366488622119,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+10,6.179366488622279,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+11,6.1793664886221356,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+12,5.108947716195807,3.0576700710194293,1.510022382112367,0.2615308084035586,Iris-setosa
+13,5.108947716234619,3.0541696373578957,1.5100223821723093,0.2615308084044827,Iris-setosa
+14,5.108947716182584,3.055201936597067,1.5100223820685705,0.26153080840350035,Iris-setosa
+15,5.108947716190075,3.060039432942787,1.5100223821014636,0.26153080840353066,Iris-setosa
+16,5.108947716234704,3.054009565002373,1.5100223821024243,1.665427475136303,Iris-setosa
+17,6.179366488622118,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+18,5.108947716174508,3.0540000000164667,4.899491293664527,1.665427475134869,Iris-versicolor
+19,5.108947716217064,3.0540045910852225,1.5100223820803615,1.665427475135512,Iris-setosa
+20,6.179366488622189,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+21,5.108947716197055,3.0586608999188867,1.5100223821236192,0.2615308084035727,Iris-setosa
+22,6.179366488622139,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+23,6.179366488622134,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+24,5.108947716201843,3.0544692878496984,1.5100223820969587,0.26153080840357895,Iris-setosa
+25,5.108947716201494,3.057067929095398,1.5100223821257805,0.26153080840359044,Iris-setosa
+26,5.108947716216488,3.0557021061217085,1.5100223821670022,0.2615308084037884,Iris-setosa
+27,6.179366488622136,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+28,5.108947716196854,3.0540023610384184,1.5100223820626482,1.6654274751349705,Iris-setosa
+29,5.108947716190383,3.0601206678706494,1.510022382101386,0.2615308084035277,Iris-setosa
+30,5.108947716209545,3.0546096368671125,1.510022382122968,0.26153080840368426,Iris-setosa
+31,5.108947716189777,3.0550631209700656,1.510022382079628,0.2615308084035155,Iris-setosa
+0,6.179366488622744,3.0540000000000003,4.899491293664506,1.665427475134869,Iris-versicolor
+1,5.108947716186984,3.055897826486249,1.510022382078529,0.2615308084035094,Iris-setosa
+2,5.108947716187108,3.054927689578318,1.510022382072915,0.26153080840350484,Iris-setosa
+3,5.108947716199782,3.0550957757109996,1.5100223821048366,0.261530808403575,Iris-setosa
+4,6.1793664886222865,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+5,6.179366488688407,3.0540000053112317,1.510022382072034,1.6654274751364626,Iris-versicolor
+6,5.108947716190533,3.0599862527355493,1.510022382103302,0.2615308084035325,Iris-setosa
+7,5.1089477162226595,3.0554452089181714,1.5100223821891423,0.26153080840394166,Iris-setosa
+8,5.108947716181351,3.054000034881253,1.5100223820551486,1.6654274751348732,Iris-setosa
+9,6.179366488623496,3.0540000000000003,4.899491293664508,1.665427475134869,Iris-versicolor
+10,5.108947716211983,3.056122597704167,1.5100223821611856,0.2615308084037371,Iris-setosa
+11,5.108947716186109,3.0613378398653848,1.510022382088814,0.2615308084035115,Iris-setosa
+12,6.179366488622136,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+13,6.179366488622412,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+14,5.108947716182561,3.0540607456216806,1.510022382060072,0.2615308084034964,Iris-setosa
+15,5.108947716240074,3.0540566886006295,1.5100223821360719,0.2615308084042061,Iris-setosa
+16,6.179366488622193,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+17,6.17936648863429,3.0540000000042373,4.899491293665001,1.6654274751348794,Iris-versicolor
+18,5.108947716190949,3.0596324646170965,1.5100223821013956,0.26153080840352966,Iris-setosa
+19,5.10894771618935,3.06022098266489,1.5100223820990315,0.26153080840352666,Iris-setosa
+20,6.179366488622153,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+21,5.108947716192826,3.0575898310168865,1.5100223821023875,0.2615308084035401,Iris-setosa
+22,6.179366488622122,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+23,5.108947716204503,3.0573647746433905,1.5100223821450116,0.2615308084036454,Iris-setosa
+24,5.10894771619605,3.0540000427343093,1.5100223820582659,1.6654274751349754,Iris-setosa
+25,6.179366488622136,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+26,5.108947716196566,3.055948028960892,1.5100223821079597,0.2615308084035695,Iris-setosa
+27,6.179366488622122,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+28,6.179366488626562,3.054000000000809,4.899491293664534,1.6654274751348692,Iris-versicolor
+29,6.17936648862213,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+30,6.1793664886223025,3.0540000000000003,4.899491293664505,1.665427475134869,Iris-versicolor
+31,5.108947716216161,3.0547020077038876,1.510022382134933,0.26153080840371035,Iris-setosa
+0,5.108947716196273,3.058198946272666,1.51002238211475,0.2615308084035571,Iris-setosa
+1,5.10894771618867,3.06056388939138,1.5100223820955156,0.2615308084035199,Iris-setosa
+2,6.179366488622161,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+3,5.108947716202189,3.055927721738218,1.5100223821183665,0.2615308084035896,Iris-setosa
+4,6.179366488622112,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+5,6.179366488622148,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+6,6.179366488622266,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+7,5.10894771621105,3.0544496539725183,1.5100223821122347,0.26153080840363624,Iris-setosa
+8,6.179366488628518,3.054000000020528,4.899491293664693,1.665427475134871,Iris-versicolor
+9,6.179366488622168,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+10,5.108947716173189,3.054000000009069,4.8994912936645045,1.665427475134869,Iris-versicolor
+11,6.179366488622104,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+12,5.108947716201516,3.0540721394874706,1.5100223820775842,0.2615308084035582,Iris-setosa
+13,6.17936648862211,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+14,6.179366488623962,3.0540000000000003,4.899491293664512,1.665427475134869,Iris-versicolor
+15,6.179366488622097,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+16,6.179366488622116,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+17,5.1089477162097445,3.054421201327045,1.5100223821070298,0.26153080840361626,Iris-setosa
+18,5.108947716188623,3.0600089037881566,1.5100223820947172,0.26153080840352094,Iris-setosa
+19,6.179366488623281,3.0540000000000003,4.899491293664508,1.665427475134869,Iris-versicolor
+20,6.179366488622124,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+21,5.108947716186757,3.061166031717889,1.510022382090616,0.26153080840351345,Iris-setosa
+22,6.179366488622137,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+23,5.108947716191263,3.0596265646938536,1.5100223821014496,0.26153080840352905,Iris-setosa
+24,5.108947716175091,3.05405378994236,1.5100223820553247,0.2615308084034908,Iris-setosa
+25,6.179366488622303,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+26,5.108947716207128,3.0540852673914745,1.5100223820906966,0.26153080840363513,Iris-setosa
+27,5.108947716190367,3.0601219557998656,1.5100223821021046,0.2615308084035296,Iris-setosa
+28,5.108947716187985,3.0603013083952217,1.5100223820941923,0.2615308084035203,Iris-setosa
+29,5.108947716233225,3.0540127133800867,1.5100223821055119,1.6654274751363058,Iris-setosa
+30,5.108947716173305,3.0540000000158996,4.899491293664505,1.665427475134869,Iris-versicolor
+31,6.1793664886221205,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+0,6.179366488622116,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+1,5.108947716181542,3.05400003375517,1.5100223820553786,1.6654274751348788,Iris-setosa
+2,6.1793664886221205,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+3,6.1793664886221356,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+4,6.179366488636747,3.0540000000000043,4.899491293664663,1.6654274751348712,Iris-versicolor
+5,5.10894771622373,3.05443522720322,1.5100223821552723,0.261530808403938,Iris-setosa
+6,6.179366488622107,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+7,6.1793664886221356,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+8,6.179366488622141,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+9,5.108947716188386,3.0606836012045684,1.5100223820954999,0.26153080840351967,Iris-setosa
+10,6.179366488622136,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+11,6.179366488660647,3.054000000091188,4.899491293671224,1.6654274751351363,Iris-versicolor
+12,5.108947716250085,3.0540135968976423,1.5100223821174452,1.665427475136766,Iris-setosa
+13,6.179366488636126,3.054000000002251,4.899491293664759,1.6654274751348717,Iris-versicolor
+14,5.1089477161905865,3.0597942719942304,1.510022382101475,0.2615308084035307,Iris-setosa
+15,5.108947716192185,3.0584269817874294,1.510022382100289,0.26153080840353005,Iris-setosa
+16,5.108947716179182,3.054000151277566,1.5100223820552645,1.665427475134872,Iris-setosa
+17,6.179366488622156,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+18,5.108947716192005,3.057583018273812,1.5100223820996124,0.2615308084035357,Iris-setosa
+19,6.179366488622142,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+20,6.179366488622218,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+21,6.17936648862236,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+22,5.108947716196083,3.05828258439595,1.5100223821137124,0.2615308084035525,Iris-setosa
+23,5.108947716187499,3.060904021032887,1.5100223820930436,0.2615308084035165,Iris-setosa

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
+0,6.1793664886221356,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+1,6.179366488622128,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+2,6.179366488659847,3.0540000000006815,4.8994912936669825,1.6654274751349591,Iris-versicolor
+3,5.1089477162122545,3.0547526475713664,1.5100223821263812,0.26153080840367005,Iris-setosa
+4,5.1089477161980055,3.0582681966166962,1.5100223821236172,0.2615308084035746,Iris-setosa
+5,5.108947716220218,3.0540002689509307,1.5100223820709104,1.6654274751355296,Iris-setosa
+6,5.1089477161885455,3.0606476116325405,1.5100223820965755,0.2615308084035218,Iris-setosa
+7,6.179366488622141,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+8,5.108947716189479,3.060400853651756,1.5100223820980914,0.2615308084035231,Iris-setosa
+9,6.179366488622149,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+10,6.179366488622129,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+11,5.108947716194638,3.0589028841095365,1.510022382113268,0.26153080840355064,Iris-setosa
+12,5.108947716176668,3.0540000001174783,4.899491293664603,1.6654274751348697,Iris-versicolor
+13,5.10894771620751,3.054000947313837,1.5100223820653595,1.6654274751351366,Iris-setosa
+14,6.179366488622136,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+15,5.108947716201857,3.0578297162853922,1.5100223821369818,0.2615308084036118,Iris-setosa
+16,6.179366488622268,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+17,5.1089477161877745,3.060840772439003,1.5100223820940541,0.26153080840351817,Iris-setosa
+18,5.1089477162060195,3.0567703423843895,1.5100223821510625,0.2615308084036838,Iris-setosa
+19,5.108947716194673,3.055309966087311,1.5100223820924534,0.261530808403538,Iris-setosa
+20,5.108947716192306,3.05761641266847,1.5100223821025627,0.2615308084035415,Iris-setosa
+21,6.179366488622127,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+22,6.179366488622197,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+23,6.179366488622114,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+24,5.108947716184704,3.05591006946088,1.5100223820725047,0.26153080840350146,Iris-setosa
+25,5.108947716187414,3.058924486304789,1.5100223820878504,0.2615308084035143,Iris-setosa
+26,6.179366488622687,3.0540000000000003,4.899491293664506,1.665427475134869,Iris-versicolor
+27,6.179366488622144,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+28,5.108947716174748,3.0540033274721163,1.5100223820548921,1.665427475134869,Iris-setosa
+29,5.108947716200615,3.054018756973783,1.5100223820686451,1.6654274751349725,Iris-setosa
+30,6.179366488622103,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+31,5.108947716200075,3.0540000700461363,1.5100223820600196,1.6654274751350537,Iris-setosa
+0,6.179366488622121,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+1,6.17936648862223,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+2,6.179366488622087,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+3,5.108947716224031,3.054007239592091,1.5100223820954213,1.6654274751361824,Iris-setosa
+4,6.179366488622139,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+5,6.1793664886221595,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+6,5.108947716173389,3.0540000059981414,1.5100223820547098,1.665427475134869,Iris-versicolor
+7,5.108947716187434,3.058433016138284,1.5100223820889649,0.2615308084035178,Iris-setosa
+8,6.1793664886221435,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+9,5.108947716213862,3.05522752533572,1.5100223821435907,0.2615308084037055,Iris-setosa
+10,6.1793664886257345,3.0540000000000003,4.899491293664523,1.6654274751348692,Iris-versicolor
+11,6.179366488625057,3.0540000000000447,4.899491293664523,1.6654274751348692,Iris-versicolor
+12,6.179366488622106,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+13,5.108947716220043,3.054238074118046,1.5100223821279644,0.26153080840382475,Iris-setosa
+14,5.108947716189507,3.060376596309929,1.510022382098866,0.2615308084035248,Iris-setosa
+15,6.17936648862214,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+16,6.1793664886222155,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+17,5.1089477162239225,3.0547184243741343,1.5100223821735386,0.2615308084039645,Iris-setosa
+18,6.179366488622132,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+19,5.108947716186891,3.061048755298352,1.5100223820912162,0.2615308084035142,Iris-setosa
+20,5.108947716191027,3.0591175899593925,1.5100223821003707,0.2615308084035298,Iris-setosa
+21,6.179366488622114,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+22,5.108947716195358,3.0586068048794273,1.510022382113962,0.26153080840355347,Iris-setosa
+23,5.108947716215597,3.054000553899325,1.510022382066389,1.6654274751352487,Iris-setosa
+24,5.108947716187177,3.0605743675005073,1.510022382090399,0.26153080840351417,Iris-setosa
+25,6.179366488622104,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+26,6.1793664886231845,3.0540000000000003,4.899491293664506,1.665427475134869,Iris-versicolor
+27,6.1793664886221675,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+28,5.108947716191686,3.059307381623522,1.5100223821043264,0.2615308084035365,Iris-setosa
+29,5.108947716192353,3.059367028845336,1.510022382107518,0.26153080840354154,Iris-setosa
+30,6.179366488627906,3.054000000000003,4.899491293664545,1.6654274751348697,Iris-versicolor
+31,5.108947716197736,3.0572944688011203,1.5100223821209198,0.2615308084035846,Iris-setosa
+0,5.108947716206986,3.0540056649056395,1.510022382070017,1.6654274751350877,Iris-setosa
+1,6.1793664886221205,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+2,6.179366488622142,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+3,6.179366488622136,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+4,5.10894771620397,3.0574758094359646,1.5100223821467016,0.2615308084036495,Iris-setosa
+5,6.179366488622097,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+6,5.10894771620085,3.0576323898328717,1.5100223821294,0.26153080840359466,Iris-setosa
+7,6.179366488622103,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+8,5.108947716203289,3.0569166940072154,1.510022382141056,0.2615308084036478,Iris-setosa
+9,5.108947716220161,3.0551747422735303,1.5100223821875816,0.2615308084040108,Iris-setosa
+10,5.108947716191963,3.059721722941496,1.5100223821064953,0.26153080840353704,Iris-setosa
+11,6.179366488622276,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+12,6.179366488623979,3.0540000000000003,4.899491293664514,1.665427475134869,Iris-versicolor
+13,5.1089477161950185,3.059020168578631,1.5100223821142713,0.2615308084035501,Iris-setosa
+14,6.179366488622111,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+15,5.10894771619207,3.054973109106455,1.5100223820831313,0.2615308084035213,Iris-setosa
+16,6.179366488622136,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+17,6.179366488622566,3.0540000000000003,4.899491293664505,1.665427475134869,Iris-versicolor
+18,5.1089477161982035,3.0580703062926657,1.510022382119473,0.261530808403566,Iris-setosa
+19,6.179366488622107,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+20,5.108947716185664,3.0586530866158026,1.5100223820822987,0.2615308084035079,Iris-setosa
+21,6.179366488622132,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+22,6.179366488622138,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+23,5.108947716221837,3.054039301531059,1.510022382093985,1.665427475135351,Iris-setosa
+24,5.108947716173488,3.0540000274241303,1.5100223820547143,1.665427475134869,Iris-setosa
+25,5.108947716193532,3.0589788574440737,1.510022382111006,0.2615308084035479,Iris-setosa
+26,5.108947716189726,3.054528061644203,1.5100223820748562,0.2615308084035123,Iris-setosa
+27,5.108947716212332,3.0545647730099987,1.510022382130234,0.2615308084037282,Iris-setosa
+28,5.108947716173164,3.054000000000021,4.8994912936645045,1.665427475134869,Iris-versicolor
+29,6.179366488622125,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+30,5.108947716186448,3.061147747147801,1.5100223820901124,0.2615308084035132,Iris-setosa
+31,5.10894771618602,3.0613052319125043,1.510022382088587,0.26153080840351123,Iris-setosa
+0,5.10894771618637,3.0604352156032375,1.510022382087932,0.26153080840351217,Iris-setosa
+1,5.108947716187189,3.0554047184360114,1.510022382077736,0.26153080840351134,Iris-setosa
+2,5.108947716196616,3.0582729885183353,1.5100223821169307,0.2615308084035621,Iris-setosa
+3,5.108947716196264,3.0585650530315918,1.5100223821163872,0.2615308084035579,Iris-setosa
+4,6.17936648862213,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+5,5.108947716194209,3.056062010897742,1.5100223820965757,0.2615308084035366,Iris-setosa
+6,6.1793664886242015,3.0540000000000003,4.8994912936645125,1.665427475134869,Iris-versicolor
+7,5.108947716211772,3.0540020808094606,1.510022382075592,1.6654274751355698,Iris-setosa
+8,5.108947716218507,3.054118468999228,1.5100223821080812,0.2615308084037336,Iris-setosa
+9,6.179366488622135,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+10,6.179366488622127,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+11,6.179366488622126,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+12,6.179366488623676,3.0540000000000003,4.899491293664511,1.665427475134869,Iris-versicolor
+13,6.179366488622128,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+14,6.179366488622132,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+15,6.1793664886221285,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+16,5.108947716189923,3.0601323844042136,1.5100223820988719,0.2615308084035247,Iris-setosa
+17,5.108947716189089,3.060486093234524,1.5100223820981842,0.2615308084035238,Iris-setosa
+18,6.179366488642843,3.0540000000002165,4.899491293665364,1.665427475134899,Iris-versicolor
+19,6.179366488622132,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+20,6.17936648865548,3.054000018022752,1.5100223820581131,1.6654274751350044,Iris-setosa
+21,6.179366488622992,3.0540000000000003,4.899491293664506,1.665427475134869,Iris-versicolor
+22,6.179366488622329,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+23,5.10894771619033,3.0599740701326,1.5100223821027488,0.2615308084035329,Iris-setosa

iris/lct_gan/0/2/test.csv

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