a

iris/lct_gan/3/0/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.1793664886221435,3.0665127450897542,1.510022382060419,0.2615308084039685,Iris-setosa
+1,6.179366488622146,3.058050405371412,1.510022382059798,0.2615308084041508,Iris-setosa
+2,6.179366488622078,3.054000000404456,4.899491293664505,1.6654274751348697,Iris-versicolor
+3,6.179366488622078,3.0540000000009644,4.8994912936645045,1.665427475134869,Iris-versicolor
+4,6.179366488622078,3.0540000000001273,4.8994912936645045,1.665427475134869,Iris-versicolor
+5,6.1793664886220805,3.0540003978432435,4.899491293664707,1.6654274751350606,Iris-versicolor
+6,6.179366488622078,3.054000000000029,4.8994912936645045,1.665427475134869,Iris-virginica
+7,6.179366488622198,3.0620702715262467,1.5100223820631462,0.261530808404354,Iris-setosa
+8,6.179366488622167,3.054794049414376,1.5100223820607115,0.261530808404734,Iris-setosa
+9,6.179366488622156,3.0663692802395226,1.5100223820611052,0.2615308084040162,Iris-setosa
+10,6.179366488622078,3.0540000000000034,4.8994912936645045,1.665427475134869,Iris-virginica
+11,5.108947716173118,3.054127069335229,4.8994912936785555,1.6654274751413538,Iris-versicolor
+12,6.179366488622127,3.068645643611542,1.5100223820595822,0.26153080840384424,Iris-setosa
+13,6.179366488622137,3.067391138573615,1.5100223820601466,0.2615308084039158,Iris-setosa
+14,6.179366488622126,3.059722789507878,1.510022382058754,0.26153080840392484,Iris-setosa
+15,6.179366488622136,3.0686411793268973,1.5100223820601022,0.2615308084039012,Iris-setosa
+16,6.17936648862213,3.068135296829988,1.5100223820597736,0.2615308084038651,Iris-setosa
+17,6.179366488622084,3.0541645298507114,4.899491293665604,1.6654274751351827,Iris-versicolor
+18,6.179366488622078,3.0540000000075573,4.8994912936645045,1.665427475134869,Iris-versicolor
+19,6.179366488622078,3.0540000000000007,4.8994912936645045,1.665427475134869,Iris-virginica
+20,6.179366488622078,3.0540000018529883,4.899491293664505,1.6654274751348697,Iris-versicolor
+21,6.1793664886221595,3.0641690841963785,1.5100223820613519,0.261530808404063,Iris-setosa
+22,6.179366488622251,3.0649443523829625,1.5100223820657923,0.26153080840459536,Iris-setosa
+23,6.179366488622078,3.0540000000808196,4.8994912936645045,1.6654274751348694,Iris-versicolor
+24,6.179366488622187,3.0651074275654184,1.5100223820629046,0.2615308084042308,Iris-setosa
+25,6.17936648862225,3.0623265782947335,1.5100223820656942,0.2615308084046818,Iris-setosa
+26,6.179366488622137,3.068265202200443,1.5100223820601977,0.26153080840391196,Iris-setosa
+27,6.1793664886221,3.056535200720177,1.5100223820567327,0.2615308084037625,Iris-setosa
+28,6.179366488622078,3.0540000000013316,4.8994912936645045,1.665427475134869,Iris-versicolor
+29,6.179366488622081,3.054208848853395,4.89949129366524,1.6654274751350449,Iris-versicolor
+30,6.179366488622078,3.054000011693388,4.899491293664513,1.6654274751348783,Iris-versicolor
+31,6.179366488622078,3.0540000000002006,4.8994912936645045,1.665427475134869,Iris-virginica
+0,6.179366488622126,3.069255801687509,1.5100223820595333,0.2615308084038366,Iris-setosa
+1,6.179366488622165,3.065639442951075,1.5100223820614695,0.261530808404086,Iris-setosa
+2,6.179366488622078,3.054000000000004,4.8994912936645045,1.665427475134869,Iris-virginica
+3,6.1793664886223265,3.060447339444416,1.5100223820690613,0.2615308084052866,Iris-setosa
+4,6.179366488622078,3.0540000000000616,4.8994912936645045,1.665427475134869,Iris-virginica
+5,6.179366488622079,3.054000013683791,4.899491293664551,1.665427475134927,Iris-versicolor
+6,6.179366488622078,3.054000000000024,4.8994912936645045,1.665427475134869,Iris-virginica
+7,6.179366488622134,3.064926554006154,1.5100223820599732,0.2615308084039055,Iris-setosa
+8,6.17936648862208,3.054008976711776,4.899491293664754,1.66542747513499,Iris-versicolor
+9,6.179366488622142,3.0598694914876985,1.5100223820597658,0.2615308084040387,Iris-setosa
+10,6.179366488622213,3.05464616580981,1.5100223820628633,0.26153080840541254,Iris-setosa
+11,6.1793664886220805,3.0540015709415207,4.899491293664791,1.6654274751350873,Iris-versicolor
+12,6.179366488622133,3.0679662448510143,1.5100223820600005,0.2615308084038926,Iris-setosa
+13,6.179366488622078,3.054000000003005,4.8994912936645045,1.665427475134869,Iris-versicolor
+14,6.179366488622079,3.0540001400474406,4.899491293664613,1.6654274751349782,Iris-versicolor
+15,6.179366488622078,3.0540000000139003,4.8994912936645045,1.6654274751348692,Iris-versicolor
+16,6.179366488622182,3.061865718583391,1.510022382062102,0.26153080840429,Iris-setosa
+17,6.179366488622078,3.0540000000000083,4.8994912936645045,1.665427475134869,Iris-virginica
+18,6.179366488622078,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+19,6.179366488622079,3.054000562008478,4.899491293664592,1.6654274751349367,Iris-versicolor
+20,6.179366488622078,3.0540000000000007,4.8994912936645045,1.665427475134869,Iris-virginica
+21,6.179366488622135,3.067700659357482,1.5100223820600043,0.26153080840389814,Iris-setosa
+22,6.179366488622087,3.0540006445560426,4.899491293665131,1.6654274751354605,Iris-versicolor
+23,6.179366488622131,3.0672313942980938,1.5100223820596734,0.26153080840385895,Iris-setosa
+24,5.108947716173156,3.054186512991277,1.5100223820649015,0.2615308084073815,Iris-setosa
+25,6.179366488622128,3.0690365124195553,1.5100223820596301,0.2615308084038475,Iris-setosa
+26,6.17936648862208,3.0540847400888533,4.899491293664889,1.665427475134971,Iris-versicolor
+27,6.179366488622219,3.0624453760806567,1.5100223820636982,0.26153080840445975,Iris-setosa
+28,6.179366488622121,3.058604874997993,1.510022382058452,0.26153080840393045,Iris-setosa
+29,6.179366488622078,3.054000000000004,4.8994912936645045,1.665427475134869,Iris-virginica
+30,6.179366488622099,3.0548938306235676,1.5100223820565297,0.26153080840385234,Iris-setosa
+31,6.179366488622161,3.066195458092715,1.5100223820613998,0.2615308084040447,Iris-setosa
+0,6.179366488622133,3.068944768391769,1.5100223820598866,0.26153080840387666,Iris-setosa
+1,6.179366488622133,3.062679595668046,1.5100223820594738,0.26153080840394316,Iris-setosa
+2,6.179366488622078,3.054000000000001,4.8994912936645045,1.665427475134869,Iris-virginica
+3,6.179366488622136,3.0684913078337717,1.5100223820599978,0.261530808403891,Iris-setosa
+4,6.179366488622154,3.060543059148701,1.5100223820605634,0.2615308084041147,Iris-setosa
+5,6.179366488622129,3.0679034921098784,1.5100223820597014,0.2615308084038581,Iris-setosa
+6,6.179366488622127,3.069252226074023,1.5100223820595642,0.26153080840384113,Iris-setosa
+7,6.179366488622149,3.067757635736084,1.5100223820604781,0.2615308084039437,Iris-setosa
+8,5.108947716173229,3.054284588134468,1.5100223820703187,0.26153080840883003,Iris-setosa
+9,6.1793664886221356,3.063029198419025,1.5100223820595,0.26153080840394094,Iris-setosa
+10,6.179366488622127,3.060917547509477,1.5100223820588554,0.2615308084039132,Iris-setosa
+11,5.108947716173038,3.0540568348636064,4.899491293667417,1.6654274751362084,Iris-versicolor
+12,6.179366488622078,3.0540000000000145,4.8994912936645045,1.665427475134869,Iris-virginica
+13,6.1793664886221356,3.0588914255642936,1.5100223820591687,0.26153080840401677,Iris-setosa
+14,6.17936648862216,3.0673693725698654,1.5100223820613932,0.2615308084040519,Iris-setosa
+15,6.179366488622129,3.068534704608703,1.510022382059713,0.2615308084038575,Iris-setosa
+16,6.1793664886221356,3.068572634124113,1.5100223820598901,0.261530808403879,Iris-setosa
+17,6.1793664886221915,3.060712661314937,1.5100223820626733,0.2615308084043561,Iris-setosa
+18,6.179366488622079,3.054007138121286,4.8994912936646475,1.6654274751349263,Iris-versicolor
+19,6.17936648862208,3.0540014778151554,4.899491293664725,1.6654274751350315,Iris-versicolor
+20,6.179366488622132,3.0624923194906666,1.5100223820593826,0.2615308084039376,Iris-setosa
+21,6.179366488622081,3.0540396373925613,4.899491293665091,1.6654274751350977,Iris-versicolor
+22,6.179366488622134,3.0676041290627465,1.5100223820599357,0.2615308084038876,Iris-setosa
+23,6.179366488622096,3.054158037983127,4.899491293667209,1.6654274751357885,Iris-versicolor
+24,6.179366488622136,3.062068639880921,1.5100223820597232,0.26153080840397624,Iris-setosa
+25,6.179366488622078,3.054000661386663,4.899491293664539,1.6654274751348885,Iris-versicolor
+26,6.179366488622078,3.0540001798152225,4.899491293664514,1.6654274751348763,Iris-versicolor
+27,6.17936648862214,3.0661957245330718,1.5100223820602334,0.2615308084039484,Iris-setosa
+28,6.17936648862208,3.0540002892196862,4.899491293664655,1.6654274751350129,Iris-versicolor
+29,6.179366488622112,3.058397482573694,1.5100223820577308,0.26153080840384096,Iris-setosa
+30,6.179366488622079,3.054000086858812,4.899491293664547,1.6654274751349105,Iris-versicolor
+31,6.179366488622078,3.0540000001378727,4.8994912936645045,1.6654274751348692,Iris-versicolor
+0,6.179366488622172,3.066772734530843,1.5100223820618766,0.26153080840409726,Iris-setosa
+1,6.179366488622129,3.068589401352593,1.5100223820596628,0.26153080840385345,Iris-setosa
+2,6.17936648862208,3.0540002209565977,4.899491293664633,1.66542747513498,Iris-versicolor
+3,6.179366488622128,3.0689844816891427,1.5100223820596683,0.2615308084038508,Iris-setosa
+4,6.179366488622078,3.054000000011835,4.8994912936645045,1.665427475134869,Iris-versicolor
+5,6.17936648862209,3.054010439906745,4.899491293665792,1.6654274751356972,Iris-versicolor
+6,6.179366488622214,3.055357319018564,1.5100223820633294,0.26153080840508225,Iris-setosa
+7,6.179366488622078,3.0540000000000025,4.8994912936645045,1.665427475134869,Iris-virginica
+8,6.179366488622137,3.058822636057436,1.5100223820594187,0.261530808404062,Iris-setosa
+9,6.179366488622078,3.0540000000234175,4.8994912936645045,1.665427475134869,Iris-versicolor
+10,6.179366488622131,3.067391689163355,1.5100223820596588,0.2615308084038578,Iris-setosa
+11,6.179366488622078,3.0540000000000007,4.8994912936645045,1.665427475134869,Iris-virginica
+12,6.179366488622078,3.0540000000000043,4.8994912936645045,1.665427475134869,Iris-virginica
+13,6.179366488622096,3.054427385424826,1.5100223820561745,0.2615308084038488,Iris-setosa
+14,6.1793664886220885,3.054563353319587,1.5100223820557295,0.26153080840369486,Iris-setosa
+15,6.179366488622093,3.0540013257160523,4.899491293665613,1.6654274751358908,Iris-versicolor
+16,6.179366488622078,3.054000000000023,4.8994912936645045,1.665427475134869,Iris-virginica
+17,6.179366488622212,3.0540061127986675,4.899491293672872,1.665427475142266,Iris-versicolor
+18,6.179366488622131,3.068408701663772,1.51002238205976,0.2615308084038641,Iris-setosa
+19,6.179366488622079,3.0540000493853277,4.899491293664569,1.6654274751349443,Iris-versicolor
+20,6.179366488622126,3.0690407561463218,1.5100223820595207,0.2615308084038356,Iris-setosa
+21,6.179366488622138,3.065501134647442,1.5100223820600678,0.2615308084039476,Iris-setosa
+22,6.179366488622131,3.0654991520414048,1.5100223820594425,0.2615308084038966,Iris-setosa
+23,6.179366488622078,3.0540012078243266,4.899491293664564,1.6654274751349052,Iris-versicolor

iris/lct_gan/3/0/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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

iris/lct_gan/3/0/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
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/lct_gan/3/0/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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

iris/lct_gan/3/1/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488622078,3.054000000022267,4.8994912936645045,1.6654274751348692,Iris-versicolor
+1,6.179366488622143,3.0620417599932286,1.5100223820600045,0.26153080840402315,Iris-setosa
+2,6.179366488622078,3.0540000000000127,4.8994912936645045,1.665427475134869,Iris-virginica
+3,6.179366488622079,3.054000101798789,4.899491293664583,1.6654274751349485,Iris-versicolor
+4,6.179366488622135,3.063268961736733,1.5100223820595156,0.26153080840394866,Iris-setosa
+5,6.179366488622352,3.0570359482030547,1.510022382068973,0.26153080840587967,Iris-setosa
+6,6.179366488622078,3.0540000000025613,4.8994912936645045,1.665427475134869,Iris-versicolor
+7,6.179366488622135,3.0670425548966285,1.5100223820599898,0.2615308084038926,Iris-setosa
+8,6.179366488622078,3.054000000031897,4.8994912936645045,1.6654274751348694,Iris-versicolor
+9,6.179366488622078,3.0540000000000935,4.8994912936645045,1.665427475134869,Iris-virginica
+10,6.179366488622129,3.069428477577314,1.510022382059657,0.2615308084038514,Iris-setosa
+11,6.179366488622078,3.0540000000000433,4.8994912936645045,1.665427475134869,Iris-versicolor
+12,6.179366488622078,3.0540000000487804,4.8994912936645045,1.6654274751348692,Iris-versicolor
+13,6.179366488622078,3.0540000000000007,4.8994912936645045,1.665427475134869,Iris-virginica
+14,6.179366488622078,3.0540000000000016,4.8994912936645045,1.665427475134869,Iris-virginica
+15,6.179366488622078,3.0540000000000282,4.8994912936645045,1.665427475134869,Iris-versicolor
+16,5.108947716173035,3.0540072469074406,4.899491293666312,1.6654274751360991,Iris-versicolor
+17,6.179366488622155,3.0650990206074615,1.5100223820610266,0.26153080840405596,Iris-setosa
+18,6.179366488622083,3.0545724362894533,1.5100223820552698,0.2615308084035878,Iris-setosa
+19,6.1793664886221356,3.064235179113829,1.5100223820596745,0.26153080840393106,Iris-setosa
+20,6.179366488622145,3.0662616826080433,1.510022382060749,0.2615308084039788,Iris-setosa
+21,6.179366488622078,3.054000021743196,4.899491293664511,1.665427475134875,Iris-versicolor
+22,6.179366488622078,3.0540000000000065,4.8994912936645045,1.665427475134869,Iris-virginica
+23,6.179366488622078,3.0540000000000456,4.8994912936645045,1.665427475134869,Iris-virginica
+24,6.179366488622128,3.069598849683734,1.5100223820595455,0.2615308084038394,Iris-setosa
+25,6.179366488622132,3.0695064616913394,1.5100223820597778,0.2615308084038643,Iris-setosa
+26,6.179366488622191,3.0619761118262243,1.510022382062585,0.2615308084043553,Iris-setosa
+27,6.1793664886221356,3.066656038484409,1.5100223820600498,0.26153080840389625,Iris-setosa
+28,6.179366488622078,3.0540000000051726,4.8994912936645045,1.665427475134869,Iris-versicolor
+29,6.1793664886221285,3.06903671848823,1.5100223820596752,0.2615308084038534,Iris-setosa
+30,6.179366488622078,3.0540000000024543,4.8994912936645045,1.665427475134869,Iris-versicolor
+31,6.179366488622078,3.054000001376554,4.899491293664505,1.6654274751348694,Iris-versicolor
+0,6.179366488622078,3.0540000000057512,4.8994912936645045,1.665427475134869,Iris-versicolor
+1,6.179366488622147,3.066100822663839,1.5100223820606173,0.2615308084039865,Iris-setosa
+2,6.179366488622127,3.06935276182862,1.5100223820595315,0.2615308084038374,Iris-setosa
+3,6.179366488622139,3.069219475643973,1.5100223820601615,0.2615308084039082,Iris-setosa
+4,6.179366488622078,3.0540000002111367,4.899491293664505,1.6654274751348705,Iris-versicolor
+5,6.179366488622133,3.0645597799389037,1.5100223820597092,0.26153080840390985,Iris-setosa
+6,6.17936648862208,3.054001899739025,4.899491293664716,1.665427475135007,Iris-versicolor
+7,6.179366488622078,3.0540000008934287,4.8994912936645045,1.6654274751348692,Iris-versicolor
+8,6.179366488622078,3.054000000005276,4.8994912936645045,1.665427475134869,Iris-versicolor
+9,6.17936648862208,3.054000030717496,4.899491293664617,1.665427475134998,Iris-versicolor
+10,6.17936648862213,3.0554138386853915,1.5100223820584016,0.2615308084041373,Iris-setosa
+11,5.1089477161730406,3.054078909008194,4.899491293667882,1.6654274751362999,Iris-versicolor
+12,6.179366488622115,3.058905475262128,1.5100223820580647,0.261530808403866,Iris-setosa
+13,6.179366488622102,3.0545638771948576,1.5100223820566745,0.26153080840390636,Iris-setosa
+14,6.179366488622139,3.0599543901717023,1.5100223820597456,0.2615308084040474,Iris-setosa
+15,6.179366488622286,3.0621410247226803,1.510022382066926,0.2615308084048933,Iris-setosa
+16,6.179366488622127,3.0689496029560632,1.5100223820595653,0.2615308084038403,Iris-setosa
+17,6.179366488622132,3.0634367571797654,1.510022382059461,0.2615308084039218,Iris-setosa
+18,6.179366488622078,3.054000000000036,4.8994912936645045,1.665427475134869,Iris-versicolor
+19,6.179366488622078,3.054000000000002,4.8994912936645045,1.665427475134869,Iris-virginica
+20,6.179366488622136,3.067845490217638,1.5100223820600462,0.2615308084038945,Iris-setosa
+21,6.179366488622078,3.0540000000086596,4.8994912936645045,1.665427475134869,Iris-versicolor
+22,6.179366488622085,3.054000879144441,4.899491293665086,1.665427475135384,Iris-versicolor
+23,6.179366488622082,3.054680255887483,1.5100223820552434,0.2615308084035811,Iris-setosa
+24,6.179366488622078,3.0540000000001672,4.8994912936645045,1.665427475134869,Iris-versicolor
+25,6.179366488622134,3.055350441979648,1.5100223820586656,0.2615308084042388,Iris-setosa
+26,6.179366488622136,3.066935864450291,1.510022382059973,0.2615308084038913,Iris-setosa
+27,6.179366488622145,3.0636498265545615,1.510022382060263,0.26153080840401166,Iris-setosa
+28,6.179366488622084,3.054000173679265,4.899491293664907,1.665427475135309,Iris-versicolor
+29,6.179366488622133,3.0670506310177683,1.51002238205989,0.2615308084039003,Iris-setosa
+30,6.17936648862214,3.067862547230192,1.5100223820600422,0.26153080840389764,Iris-setosa
+31,6.179366488622171,3.0590026221529754,1.5100223820615122,0.2615308084042907,Iris-setosa
+0,6.17936648862213,3.067205041656424,1.5100223820598333,0.2615308084038814,Iris-setosa
+1,6.17936648862216,3.0658235435779817,1.5100223820613945,0.26153080840407184,Iris-setosa
+2,6.179366488622135,3.0586474189222965,1.5100223820592897,0.2615308084040146,Iris-setosa
+3,6.179366488622078,3.0540000000000824,4.8994912936645045,1.665427475134869,Iris-versicolor
+4,6.1793664886220805,3.054026381994256,4.899491293664921,1.6654274751350264,Iris-versicolor
+5,6.179366488622078,3.0540000000030485,4.8994912936645045,1.665427475134869,Iris-versicolor
+6,6.179366488622138,3.064650683592877,1.5100223820600536,0.26153080840394505,Iris-setosa
+7,6.179366488622078,3.054000601352361,4.8994912936645205,1.6654274751348765,Iris-versicolor
+8,6.179366488622078,3.05400000168352,4.899491293664512,1.6654274751348763,Iris-versicolor
+9,6.1793664886221285,3.0692669825230148,1.5100223820596237,0.2615308084038476,Iris-setosa
+10,6.179366488622091,3.0540408854890444,4.899491293666278,1.6654274751357185,Iris-versicolor
+11,6.179366488622099,3.054032118033537,4.899491293666721,1.6654274751360587,Iris-versicolor
+12,6.179366488622078,3.0540005636530756,4.899491293664536,1.6654274751348863,Iris-versicolor
+13,6.179366488622138,3.0653843363716264,1.5100223820600795,0.2615308084039451,Iris-setosa
+14,6.179366488622127,3.0624737032788056,1.5100223820589627,0.26153080840389364,Iris-setosa
+15,6.179366488622133,3.055317787641192,1.510022382058744,0.2615308084042351,Iris-setosa
+16,6.179366488622078,3.0540000000077128,4.8994912936645045,1.665427475134869,Iris-versicolor
+17,6.179366488622078,3.0540000000048213,4.8994912936645045,1.665427475134869,Iris-versicolor
+18,6.179366488622131,3.0673738263900856,1.5100223820597987,0.26153080840388565,Iris-setosa
+19,6.179366488622093,3.0540023337473525,4.899491293665739,1.6654274751358895,Iris-versicolor
+20,6.179366488622139,3.067236841433721,1.5100223820602445,0.26153080840391807,Iris-setosa
+21,6.179366488622141,3.0678605477200844,1.510022382060282,0.2615308084039304,Iris-setosa
+22,6.179366488622078,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+23,6.179366488622341,3.061926961227521,1.5100223820696084,0.26153080840527176,Iris-setosa
+24,6.1793664886221356,3.06762173666504,1.5100223820600855,0.2615308084039022,Iris-setosa
+25,5.108947716173073,3.054072393161732,4.899491293673011,1.6654274751390687,Iris-versicolor
+26,5.108947716173162,3.0540575513622747,4.899491293683293,1.6654274751454465,Iris-versicolor
+27,6.179366488622078,3.0540000000180196,4.8994912936645045,1.6654274751348692,Iris-versicolor
+28,6.179366488622137,3.0648064650711917,1.5100223820598095,0.2615308084039486,Iris-setosa
+29,6.179366488622263,3.0641134826822145,1.5100223820663234,0.2615308084046919,Iris-setosa
+30,6.179366488622145,3.055451425490886,1.5100223820591785,0.26153080840431303,Iris-setosa
+31,6.179366488622402,3.0547965114218774,1.5100223820707144,0.26153080840755855,Iris-setosa
+0,5.108947716173042,3.0540638009067322,4.89949129366792,1.665427475136504,Iris-versicolor
+1,6.1793664886221285,3.064767949547989,1.5100223820592569,0.2615308084038892,Iris-setosa
+2,6.179366488622135,3.068133746485194,1.5100223820599172,0.26153080840388265,Iris-setosa
+3,6.179366488622096,3.054514973767882,1.5100223820561567,0.2615308084038223,Iris-setosa
+4,6.179366488622135,3.065614016813485,1.5100223820596959,0.26153080840391757,Iris-setosa
+5,6.179366488622078,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+6,5.108947716173036,3.0540574545223236,4.89949129366715,1.665427475136062,Iris-versicolor
+7,6.179366488622078,3.054000003259423,4.899491293664506,1.665427475134871,Iris-versicolor
+8,6.1793664886221435,3.064402551150132,1.5100223820604042,0.26153080840398973,Iris-setosa
+9,6.179366488622078,3.0540000000000025,4.8994912936645045,1.665427475134869,Iris-virginica
+10,6.179366488622128,3.068790133170456,1.510022382059673,0.2615308084038524,Iris-setosa
+11,6.179366488622078,3.0540000000025365,4.8994912936645045,1.665427475134869,Iris-versicolor
+12,6.179366488622171,3.06644799686329,1.5100223820617904,0.2615308084041236,Iris-setosa
+13,6.17936648862213,3.066695885404439,1.5100223820598202,0.26153080840387144,Iris-setosa
+14,6.179366488622079,3.0540000377999634,4.899491293664542,1.6654274751349076,Iris-versicolor
+15,6.17936648862208,3.0540002913974735,4.89949129366468,1.6654274751350382,Iris-versicolor
+16,6.179366488622127,3.0693716879484483,1.5100223820595675,0.2615308084038414,Iris-setosa
+17,6.179366488622148,3.0655889875190847,1.5100223820607277,0.26153080840397436,Iris-setosa
+18,6.17936648862221,3.059050236896089,1.510022382063085,0.26153080840457016,Iris-setosa
+19,6.179366488622078,3.0540000000116536,4.8994912936645045,1.665427475134869,Iris-versicolor
+20,6.179366488622136,3.0645832661331123,1.5100223820598366,0.26153080840394394,Iris-setosa
+21,6.179366488622148,3.065772571364393,1.5100223820608774,0.2615308084039988,Iris-setosa
+22,6.179366488622225,3.061205080121805,1.5100223820645307,0.2615308084045835,Iris-setosa
+23,6.179366488622078,3.0540000000000194,4.8994912936645045,1.665427475134869,Iris-virginica

iris/lct_gan/3/1/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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

iris/lct_gan/3/1/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
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/lct_gan/3/1/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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

iris/lct_gan/3/10/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488622129,3.0680939301534833,1.5100223820597356,0.2615308084038689,Iris-setosa
+1,6.179366488622129,3.0674480022584105,1.5100223820596885,0.2615308084038577,Iris-setosa
+2,6.1793664886221285,3.068954782041423,1.5100223820597047,0.2615308084038553,Iris-setosa
+3,5.108947716173038,3.054104665479504,1.5100223820561622,0.26153080840401843,Iris-versicolor
+4,6.179366488622113,3.0573285914795023,1.510022382057721,0.2615308084038887,Iris-setosa
+5,6.17936648862208,3.054037689660604,4.899491293664824,1.6654274751349687,Iris-versicolor
+6,6.17936648862208,3.0540943221627344,4.8994912936649095,1.6654274751349745,Iris-versicolor
+7,6.179366488622137,3.068094084704989,1.5100223820600527,0.26153080840390847,Iris-setosa
+8,6.179366488622078,3.0540000000024254,4.8994912936645045,1.665427475134869,Iris-versicolor
+9,6.179366488622078,3.0540000000006198,4.8994912936645045,1.665427475134869,Iris-versicolor
+10,6.179366488622186,3.0626855032383684,1.510022382062601,0.261530808404275,Iris-setosa
+11,6.1793664886221515,3.0660568511504946,1.5100223820608032,0.2615308084039997,Iris-setosa
+12,6.179366488622078,3.0540000692810563,4.899491293664511,1.665427475134873,Iris-versicolor
+13,6.179366488622172,3.0645337677935203,1.5100223820617957,0.2615308084041577,Iris-setosa
+14,5.108947716173036,3.0540427317305445,4.899491293666921,1.6654274751360647,Iris-versicolor
+15,6.179366488622078,3.0540000000000083,4.8994912936645045,1.665427475134869,Iris-virginica
+16,6.179366488622131,3.066443625953513,1.5100223820596554,0.261530808403886,Iris-setosa
+17,6.179366488622078,3.05400000000831,4.8994912936645045,1.665427475134869,Iris-versicolor
+18,6.179366488622078,3.054000000000004,4.8994912936645045,1.665427475134869,Iris-virginica
+19,6.179366488622078,3.0540000000000043,4.8994912936645045,1.665427475134869,Iris-virginica
+20,6.179366488622078,3.0540000000000007,4.8994912936645045,1.665427475134869,Iris-virginica
+21,6.1793664886222075,3.0547799086056115,1.5100223820620526,0.26153080840520854,Iris-setosa
+22,6.179366488622078,3.054000000736809,4.899491293664505,1.6654274751348703,Iris-versicolor
+23,6.179366488622142,3.0679828945559535,1.510022382060419,0.2615308084039412,Iris-setosa
+24,6.179366488622078,3.0540000005464485,4.899491293664505,1.66542747513487,Iris-versicolor
+25,6.179366488622163,3.0565366087890404,1.5100223820604297,0.2615308084043813,Iris-setosa
+26,6.179366488622078,3.0540000000000007,4.8994912936645045,1.665427475134869,Iris-virginica
+27,6.17936648862208,3.0540008216094616,4.899491293664713,1.6654274751350284,Iris-versicolor
+28,6.179366488622079,3.054091043175446,4.899491293664764,1.6654274751349287,Iris-versicolor
+29,6.179366488622134,3.0681624656967985,1.5100223820599714,0.261530808403893,Iris-setosa
+30,6.179366488622174,3.0651136547031776,1.5100223820619822,0.26153080840412657,Iris-setosa
+31,6.179366488622079,3.0540005551908207,4.899491293664628,1.6654274751349665,Iris-versicolor
+0,6.179366488622127,3.0689553905879774,1.5100223820595846,0.2615308084038426,Iris-setosa
+1,6.179366488622078,3.0540000000000207,4.8994912936645045,1.665427475134869,Iris-versicolor
+2,6.179366488622078,3.054000000000002,4.8994912936645045,1.665427475134869,Iris-virginica
+3,6.179366488622171,3.065024192724971,1.510022382061899,0.2615308084041188,Iris-setosa
+4,6.179366488622085,3.054599958380913,1.510022382055412,0.26153080840362697,Iris-setosa
+5,6.179366488622078,3.054000000000006,4.8994912936645045,1.665427475134869,Iris-virginica
+6,6.179366488622078,3.0540000046120497,4.899491293664505,1.6654274751348694,Iris-versicolor
+7,6.17936648862214,3.0668230901483193,1.5100223820603287,0.26153080840393705,Iris-setosa
+8,6.179366488622132,3.0674557523724677,1.510022382059856,0.2615308084038913,Iris-setosa
+9,6.1793664886221356,3.0661788574900775,1.5100223820600676,0.2615308084039073,Iris-setosa
+10,6.179366488622131,3.06718078189973,1.510022382059736,0.26153080840388615,Iris-setosa
+11,6.179366488622078,3.0540000386894945,4.89949129366451,1.6654274751348734,Iris-versicolor
+12,6.179366488622145,3.054066278164372,4.899491293671159,1.6654274751379678,Iris-versicolor
+13,6.179366488622146,3.064896200734357,1.5100223820606449,0.26153080840396775,Iris-setosa
+14,6.179366488622078,3.054000000242702,4.899491293664505,1.6654274751348697,Iris-versicolor
+15,6.179366488622078,3.0540000000017504,4.8994912936645045,1.665427475134869,Iris-versicolor
+16,6.179366488622078,3.0540000000000163,4.8994912936645045,1.665427475134869,Iris-virginica
+17,6.179366488622078,3.0540000000002854,4.8994912936645045,1.665427475134869,Iris-versicolor
+18,6.179366488622078,3.054000000021229,4.8994912936645045,1.6654274751348692,Iris-versicolor
+19,6.17936648862213,3.068969309882979,1.5100223820596568,0.26153080840385357,Iris-setosa
+20,6.179366488622174,3.0653810086845144,1.510022382062225,0.26153080840414517,Iris-setosa
+21,6.1793664886221356,3.0584650714890356,1.5100223820591325,0.26153080840403437,Iris-setosa
+22,6.179366488622128,3.0567396502262176,1.510022382058555,0.26153080840404125,Iris-setosa
+23,6.179366488622078,3.0540000000008294,4.8994912936645045,1.665427475134869,Iris-versicolor
+24,6.179366488622166,3.065874787061661,1.510022382061597,0.26153080840407145,Iris-setosa
+25,6.17936648862214,3.0662296429539295,1.5100223820603234,0.2615308084039261,Iris-setosa
+26,6.179366488622134,3.067349511091444,1.510022382059848,0.2615308084038974,Iris-setosa
+27,6.179366488622096,3.055171784664829,1.510022382056291,0.26153080840375015,Iris-setosa
+28,6.179366488622078,3.054000000000001,4.8994912936645045,1.665427475134869,Iris-virginica
+29,6.1793664886222315,3.0585985178598785,1.5100223820642789,0.2615308084047948,Iris-setosa
+30,6.179366488622139,3.066171917161515,1.5100223820602954,0.26153080840392784,Iris-setosa
+31,6.179366488622165,3.065832797349398,1.5100223820616272,0.26153080840407594,Iris-setosa
+0,6.1793664886222475,3.064804643456307,1.5100223820656467,0.2615308084045787,Iris-setosa
+1,5.1089477161730725,3.0541455824875974,1.5100223820591825,0.2615308084051596,Iris-setosa
+2,6.179366488622078,3.0540000000102676,4.8994912936645045,1.665427475134869,Iris-versicolor
+3,6.179366488622125,3.0564582362838606,1.5100223820584509,0.261530808404043,Iris-setosa
+4,6.179366488622129,3.0662521599814028,1.5100223820596592,0.2615308084038569,Iris-setosa
+5,6.179366488622149,3.0590821807604676,1.510022382060223,0.2615308084041123,Iris-setosa
+6,6.179366488622079,3.054000009203278,4.899491293664532,1.6654274751348952,Iris-versicolor
+7,6.179366488622078,3.054000011549047,4.899491293664508,1.6654274751348723,Iris-versicolor
+8,6.17936648862214,3.0684136891696614,1.5100223820602754,0.26153080840392523,Iris-setosa
+9,6.179366488622078,3.054000000085146,4.899491293664505,1.6654274751348697,Iris-versicolor
+10,6.179366488622085,3.0541530791412095,4.899491293665735,1.6654274751352458,Iris-versicolor
+11,5.108947716173098,3.0540116145832448,4.899491293673966,1.6654274751420437,Iris-versicolor
+12,6.179366488622078,3.054000050269451,4.899491293664509,1.6654274751348719,Iris-versicolor
+13,6.179366488622078,3.0540000000000007,4.8994912936645045,1.665427475134869,Iris-virginica
+14,6.179366488622201,3.0566260864638846,1.5100223820623364,0.261530808404735,Iris-setosa
+15,6.179366488622125,3.0636178271482355,1.5100223820589422,0.2615308084038698,Iris-setosa
+16,6.179366488622078,3.0540003125094084,4.899491293664536,1.66542747513489,Iris-versicolor
+17,6.179366488622078,3.054000000139575,4.8994912936645045,1.6654274751348692,Iris-versicolor
+18,6.1793664886220885,3.0540193958130866,4.899491293665843,1.6654274751356084,Iris-versicolor
+19,6.179366488622146,3.0683920310299837,1.5100223820605667,0.2615308084039541,Iris-setosa
+20,6.179366488622086,3.054174467105033,4.899491293665932,1.6654274751352898,Iris-versicolor
+21,6.179366488622078,3.0540000000000296,4.8994912936645045,1.665427475134869,Iris-virginica
+22,6.179366488622142,3.06653125021772,1.5100223820603162,0.2615308084039408,Iris-setosa
+23,6.179366488622142,3.0628729420168113,1.5100223820602052,0.26153080840400617,Iris-setosa
+24,6.179366488622078,3.0540000001605283,4.8994912936645045,1.6654274751348692,Iris-versicolor
+25,6.1793664886220885,3.0540349653318555,4.899491293665923,1.665427475135547,Iris-versicolor
+26,6.179366488622078,3.054000000000621,4.8994912936645045,1.665427475134869,Iris-versicolor
+27,6.1793664886220805,3.0540000199004576,4.899491293664617,1.6654274751349951,Iris-versicolor
+28,6.179366488622305,3.055415672173374,1.5100223820675924,0.2615308084059808,Iris-setosa
+29,6.179366488622136,3.065919791333245,1.5100223820599032,0.261530808403929,Iris-setosa
+30,6.1793664886221285,3.0689887608339625,1.5100223820596808,0.26153080840385173,Iris-setosa
+31,6.179366488622084,3.054055590747881,4.899491293665488,1.6654274751352467,Iris-versicolor
+0,6.179366488622304,3.0567410862672935,1.5100223820677674,0.26153080840557713,Iris-setosa
+1,6.179366488622262,3.0573844368952616,1.5100223820653815,0.26153080840509735,Iris-setosa
+2,6.17936648862219,3.06542167665942,1.5100223820629197,0.26153080840423104,Iris-setosa
+3,6.179366488622079,3.054014550710475,4.8994912936646475,1.6654274751349192,Iris-versicolor
+4,6.179366488622147,3.065935590199946,1.5100223820604615,0.26153080840397414,Iris-setosa
+5,6.179366488622111,3.0567845073921367,1.5100223820575627,0.2615308084038947,Iris-setosa
+6,6.179366488622138,3.0665989558516467,1.5100223820600356,0.2615308084039303,Iris-setosa
+7,6.179366488622078,3.05400000012107,4.8994912936645045,1.665427475134869,Iris-versicolor
+8,6.179366488622132,3.0686917080098617,1.5100223820598782,0.26153080840387544,Iris-setosa
+9,6.179366488622078,3.0540000001006304,4.899491293664505,1.6654274751348697,Iris-versicolor
+10,6.1793664886221356,3.0676466275070498,1.5100223820600542,0.26153080840390697,Iris-setosa
+11,6.179366488622143,3.067379378169962,1.5100223820602925,0.26153080840392945,Iris-setosa
+12,6.179366488622081,3.054183904670489,4.899491293665141,1.6654274751350355,Iris-versicolor
+13,6.179366488622078,3.054000000000035,4.8994912936645045,1.665427475134869,Iris-virginica
+14,6.179366488622149,3.0655638036731783,1.5100223820605,0.26153080840400283,Iris-setosa
+15,6.179366488622135,3.0666713962353533,1.5100223820600187,0.26153080840390375,Iris-setosa
+16,6.179366488622136,3.0672806318320194,1.510022382060108,0.26153080840390247,Iris-setosa
+17,6.17936648862213,3.0672203857231204,1.5100223820597396,0.2615308084038667,Iris-setosa
+18,6.179366488622137,3.068412673315492,1.5100223820601253,0.26153080840390514,Iris-setosa
+19,6.179366488622087,3.054138526195096,4.899491293665969,1.6654274751353237,Iris-versicolor
+20,6.179366488622125,3.056192877385375,1.5100223820583951,0.26153080840402404,Iris-setosa
+21,6.179366488622078,3.0540000000000083,4.8994912936645045,1.665427475134869,Iris-virginica
+22,6.179366488622078,3.054000000000074,4.8994912936645045,1.665427475134869,Iris-virginica
+23,6.179366488622078,3.054000000598912,4.8994912936645045,1.6654274751348692,Iris-versicolor

iris/lct_gan/3/10/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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

iris/lct_gan/3/10/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
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/lct_gan/3/10/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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

iris/lct_gan/3/11/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488622102,3.056197580943119,1.5100223820568972,0.2615308084038109,Iris-setosa
+1,6.179366488622083,3.0540551153460402,4.899491293665462,1.6654274751352065,Iris-versicolor
+2,6.179366488622078,3.0540000000001037,4.8994912936645045,1.665427475134869,Iris-versicolor
+3,6.179366488622126,3.0688881397540553,1.510022382059553,0.2615308084038384,Iris-setosa
+4,6.179366488622078,3.0540000154328295,4.899491293664506,1.6654274751348705,Iris-versicolor
+5,6.179366488622132,3.0565814850726585,1.5100223820590697,0.2615308084040923,Iris-setosa
+6,6.179366488622213,3.064765541925311,1.51002238206392,0.26153080840437054,Iris-setosa
+7,6.179366488622078,3.0540000000000185,4.8994912936645045,1.665427475134869,Iris-virginica
+8,6.179366488622127,3.0584537497862714,1.5100223820585992,0.26153080840395543,Iris-setosa
+9,6.179366488622131,3.068241887461811,1.5100223820598626,0.26153080840388027,Iris-setosa
+10,6.179366488622135,3.0672796336868773,1.5100223820600063,0.26153080840389187,Iris-setosa
+11,6.179366488622164,3.067079746267606,1.510022382061497,0.26153080840407045,Iris-setosa
+12,6.179366488622243,3.0621419399573795,1.5100223820652872,0.26153080840464066,Iris-setosa
+13,6.179366488622129,3.056638893108787,1.510022382058803,0.2615308084040463,Iris-setosa
+14,6.179366488622086,3.0540021147125227,4.899491293665231,1.6654274751354956,Iris-versicolor
+15,6.1793664886222235,3.0604562857227324,1.5100223820639749,0.2615308084046002,Iris-setosa
+16,6.179366488622237,3.0647309883943583,1.5100223820650234,0.26153080840451887,Iris-setosa
+17,6.179366488622078,3.0540000158553493,4.899491293664509,1.6654274751348725,Iris-versicolor
+18,6.179366488622132,3.0684366835359005,1.5100223820597938,0.2615308084038697,Iris-setosa
+19,6.179366488622121,3.060360044407115,1.5100223820586545,0.26153080840390236,Iris-setosa
+20,6.179366488622142,3.067105136182187,1.5100223820600878,0.26153080840390586,Iris-setosa
+21,6.179366488622078,3.0540000034617187,4.899491293664512,1.6654274751348777,Iris-versicolor
+22,6.179366488622119,3.0590058150099972,1.5100223820581604,0.2615308084038773,Iris-setosa
+23,6.179366488622078,3.05400010198379,4.899491293664514,1.6654274751348752,Iris-versicolor
+24,6.179366488622134,3.068184793559668,1.5100223820600158,0.261530808403894,Iris-setosa
+25,6.17936648862218,3.0546385920816834,1.510022382061032,0.26153080840495574,Iris-setosa
+26,6.179366488622078,3.0540000000051193,4.8994912936645045,1.665427475134869,Iris-versicolor
+27,6.179366488622078,3.054000853918236,4.899491293664563,1.6654274751349047,Iris-versicolor
+28,6.179366488622084,3.0540403557935667,4.899491293665429,1.6654274751352462,Iris-versicolor
+29,6.179366488622078,3.05400000000018,4.8994912936645045,1.665427475134869,Iris-versicolor
+30,6.1793664886221356,3.0673880652525236,1.5100223820600167,0.26153080840391,Iris-setosa
+31,6.179366488622078,3.054000000017272,4.8994912936645045,1.665427475134869,Iris-versicolor
+0,6.179366488622078,3.0540000000004546,4.8994912936645045,1.665427475134869,Iris-versicolor
+1,6.179366488622078,3.0540001029337427,4.899491293664524,1.6654274751348843,Iris-versicolor
+2,6.179366488622078,3.0540000000000163,4.8994912936645045,1.665427475134869,Iris-versicolor
+3,6.179366488622153,3.0666662871811448,1.5100223820609924,0.2615308084040171,Iris-setosa
+4,6.179366488622129,3.067995525921739,1.5100223820598189,0.2615308084038662,Iris-setosa
+5,6.179366488622139,3.065460425619793,1.5100223820602297,0.2615308084039544,Iris-setosa
+6,6.179366488622132,3.0687037147299776,1.510022382059832,0.2615308084038716,Iris-setosa
+7,6.17936648862212,3.0599542287780723,1.5100223820584568,0.26153080840388426,Iris-setosa
+8,6.179366488622082,3.054805829187277,1.5100223820552194,0.2615308084035701,Iris-setosa
+9,6.179366488622159,3.06390240637788,1.5100223820612344,0.26153080840409165,Iris-setosa
+10,6.17936648862213,3.059019793871725,1.5100223820591245,0.261530808403993,Iris-setosa
+11,6.179366488622143,3.063070395249864,1.5100223820601193,0.2615308084040135,Iris-setosa
+12,6.179366488622079,3.0540002626170133,4.899491293664554,1.6654274751349134,Iris-versicolor
+13,6.179366488622172,3.067131960527932,1.5100223820617877,0.2615308084041005,Iris-setosa
+14,6.179366488622128,3.068752895917,1.510022382059609,0.2615308084038451,Iris-setosa
+15,6.179366488622078,3.0540000734515624,4.899491293664527,1.6654274751348892,Iris-versicolor
+16,6.179366488622078,3.0540000000000007,4.8994912936645045,1.665427475134869,Iris-virginica
+17,6.179366488622089,3.0540292887869804,4.899491293666035,1.665427475135632,Iris-versicolor
+18,6.179366488622386,3.0548914690846067,1.510022382069938,0.26153080840724113,Iris-setosa
+19,6.179366488622136,3.0639063925188035,1.5100223820597658,0.26153080840393916,Iris-setosa
+20,5.10894771617307,3.0541514249193904,1.51002238205905,0.2615308084050703,Iris-setosa
+21,6.179366488622079,3.0541364048725423,4.899491293664773,1.6654274751349267,Iris-versicolor
+22,5.10894771617304,3.0540345620993294,4.899491293667571,1.6654274751364309,Iris-versicolor
+23,5.108947716173056,3.054016909400647,4.8994912936692225,1.665427475138236,Iris-versicolor
+24,6.179366488622101,3.0540205093703334,4.899491293667185,1.6654274751363922,Iris-versicolor
+25,6.1793664886221285,3.06901406220341,1.510022382059612,0.2615308084038472,Iris-setosa
+26,6.179366488622136,3.068298844521475,1.5100223820600833,0.2615308084038973,Iris-setosa
+27,6.179366488622141,3.066064989253228,1.5100223820603171,0.2615308084039311,Iris-setosa
+28,6.179366488622078,3.05400000331706,4.899491293664511,1.6654274751348759,Iris-versicolor
+29,6.179366488622078,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+30,6.179366488622078,3.054000000017561,4.8994912936645045,1.6654274751348692,Iris-versicolor
+31,6.179366488622078,3.0540000003159262,4.899491293664506,1.6654274751348705,Iris-versicolor
+0,6.179366488622078,3.054000000787626,4.899491293664506,1.6654274751348708,Iris-versicolor
+1,6.179366488622078,3.0540000000137195,4.8994912936645045,1.665427475134869,Iris-versicolor
+2,6.179366488622133,3.068596591217441,1.510022382059889,0.26153080840387666,Iris-setosa
+3,6.179366488622078,3.054000000005047,4.8994912936645045,1.665427475134869,Iris-versicolor
+4,6.1793664886222635,3.064087551032407,1.5100223820663548,0.2615308084046994,Iris-setosa
+5,6.179366488622078,3.054000000000004,4.8994912936645045,1.665427475134869,Iris-virginica
+6,6.179366488622151,3.067039099221551,1.5100223820606706,0.26153080840397297,Iris-setosa
+7,6.179366488622135,3.0575614422396216,1.510022382059176,0.2615308084040807,Iris-setosa
+8,6.17936648862208,3.054000051777002,4.899491293664618,1.665427475135004,Iris-versicolor
+9,6.17936648862213,3.0690740813147848,1.5100223820597132,0.261530808403858,Iris-setosa
+10,6.1793664886221435,3.0660517372665517,1.5100223820605276,0.2615308084039528,Iris-setosa
+11,6.179366488622128,3.06663476028385,1.5100223820594993,0.26153080840386156,Iris-setosa
+12,6.179366488622078,3.0540000000549736,4.8994912936645045,1.665427475134869,Iris-versicolor
+13,6.179366488622078,3.054000000247687,4.8994912936645045,1.6654274751348692,Iris-versicolor
+14,6.1793664886221435,3.065404398284032,1.5100223820605534,0.26153080840398085,Iris-setosa
+15,6.1793664886221285,3.069124445786774,1.510022382059681,0.2615308084038532,Iris-setosa
+16,6.179366488622134,3.0671898545561005,1.5100223820598466,0.26153080840387777,Iris-setosa
+17,6.179366488622106,3.0546380769099972,1.5100223820569032,0.26153080840396686,Iris-setosa
+18,6.179366488622136,3.0665993856980225,1.5100223820600072,0.26153080840391707,Iris-setosa
+19,6.1793664886221285,3.054469054815006,1.5100223820579741,0.26153080840434284,Iris-setosa
+20,6.17936648862213,3.066141835159809,1.5100223820597334,0.2615308084038649,Iris-setosa
+21,6.17936648862215,3.0665744868064553,1.510022382060683,0.2615308084039665,Iris-setosa
+22,6.179366488622113,3.057794038231243,1.5100223820578682,0.26153080840387816,Iris-setosa
+23,6.1793664886220885,3.0554615760836388,1.5100223820558152,0.26153080840365395,Iris-setosa
+24,6.179366488622127,3.0691022515465605,1.5100223820595324,0.26153080840383847,Iris-setosa
+25,6.179366488622079,3.0540051250707845,4.8994912936646005,1.6654274751349099,Iris-versicolor
+26,6.179366488622125,3.0611335364588146,1.5100223820588037,0.2615308084038959,Iris-setosa
+27,6.1793664886221285,3.0684599998844435,1.5100223820596272,0.2615308084038489,Iris-setosa
+28,6.179366488622078,3.0540010661169354,4.899491293664563,1.665427475134905,Iris-versicolor
+29,6.179366488622161,3.064785409843378,1.510022382061237,0.2615308084040871,Iris-setosa
+30,6.179366488622078,3.0540000000031715,4.8994912936645045,1.665427475134869,Iris-versicolor
+31,6.179366488622127,3.069171902758559,1.5100223820596037,0.26153080840384435,Iris-setosa
+0,6.179366488622079,3.054022820223808,4.8994912936646084,1.6654274751348943,Iris-versicolor
+1,6.17936648862213,3.065210145555081,1.510022382059536,0.26153080840389564,Iris-setosa
+2,6.179366488622146,3.0646498963461433,1.5100223820603438,0.26153080840400617,Iris-setosa
+3,6.179366488622084,3.054162095802845,4.8994912936656,1.665427475135166,Iris-versicolor
+4,6.1793664886221285,3.068973023948855,1.5100223820596714,0.26153080840385334,Iris-setosa
+5,6.179366488622242,3.065857664847691,1.51002238206538,0.26153080840452,Iris-setosa
+6,6.179366488622135,3.055489183148241,1.51002238205903,0.26153080840421067,Iris-setosa
+7,6.179366488622118,3.0542522411633377,1.5100223820572953,0.2615308084043224,Iris-setosa
+8,6.179366488622138,3.0665723963363467,1.5100223820601943,0.26153080840392806,Iris-setosa
+9,6.179366488622078,3.054000199961385,4.899491293664509,1.665427475134871,Iris-versicolor
+10,6.179366488622128,3.069098389368824,1.5100223820595913,0.261530808403844,Iris-setosa
+11,6.179366488622111,3.0555029986039495,1.5100223820573007,0.2615308084039254,Iris-setosa
+12,6.179366488622225,3.065941690959651,1.5100223820645966,0.2615308084044213,Iris-setosa
+13,6.179366488622078,3.054000000000996,4.8994912936645045,1.665427475134869,Iris-versicolor
+14,6.179366488622078,3.0540000000008525,4.8994912936645045,1.665427475134869,Iris-versicolor
+15,6.1793664886221285,3.068988879967415,1.5100223820596643,0.2615308084038514,Iris-setosa
+16,6.179366488622095,3.054106993122281,4.8994912936670705,1.6654274751358367,Iris-versicolor
+17,6.179366488622078,3.0540000002154604,4.8994912936645045,1.6654274751348692,Iris-versicolor
+18,6.179366488622135,3.066329522669582,1.5100223820598782,0.261530808403915,Iris-setosa
+19,6.179366488622078,3.054000000000795,4.8994912936645045,1.665427475134869,Iris-versicolor
+20,6.179366488622296,3.060787217122381,1.5100223820675498,0.2615308084050707,Iris-setosa
+21,5.10894771617311,3.0540514246364583,4.899491293676756,1.6654274751416056,Iris-versicolor
+22,6.17936648862215,3.066358976805795,1.5100223820607817,0.2615308084040105,Iris-setosa
+23,6.179366488622153,3.060070956217781,1.5100223820604517,0.2615308084041306,Iris-setosa

iris/lct_gan/3/11/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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

iris/lct_gan/3/11/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
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/lct_gan/3/11/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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

iris/lct_gan/3/12/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488622614,3.055552149403892,1.5100223820800154,0.2615308084088472,Iris-setosa
+1,6.179366488622078,3.054000000005811,4.8994912936645045,1.665427475134869,Iris-versicolor
+2,6.179366488622099,3.0540539198735397,4.8994912936671815,1.6654274751361264,Iris-versicolor
+3,6.179366488622243,3.054611784941868,1.5100223820636298,0.2615308084057931,Iris-setosa
+4,6.179366488622078,3.05400000007603,4.8994912936645045,1.6654274751348694,Iris-versicolor
+5,6.179366488622078,3.054000000000895,4.8994912936645045,1.665427475134869,Iris-versicolor
+6,6.179366488622078,3.054000000000004,4.8994912936645045,1.665427475134869,Iris-virginica
+7,6.179366488622078,3.0540000000157774,4.8994912936645045,1.665427475134869,Iris-versicolor
+8,6.179366488622078,3.05400000000056,4.8994912936645045,1.665427475134869,Iris-versicolor
+9,6.1793664886221285,3.0551451144681123,1.5100223820583045,0.2615308084041867,Iris-setosa
+10,6.1793664886222315,3.061310575208839,1.5100223820642382,0.26153080840458304,Iris-setosa
+11,6.1793664886220885,3.0540023943548613,4.89949129366549,1.665427475135662,Iris-versicolor
+12,6.179366488622078,3.0540000000030734,4.8994912936645045,1.665427475134869,Iris-versicolor
+13,6.179366488622129,3.0679823198175407,1.5100223820597807,0.2615308084038639,Iris-setosa
+14,6.179366488622079,3.0540000438015795,4.89949129366455,1.6654274751349205,Iris-versicolor
+15,6.17936648862213,3.067841698876009,1.510022382059725,0.261530808403861,Iris-setosa
+16,6.179366488622278,3.055323581913991,1.510022382066113,0.2615308084057782,Iris-setosa
+17,6.179366488622078,3.054000000000001,4.8994912936645045,1.665427475134869,Iris-virginica
+18,6.179366488622126,3.058801143738645,1.5100223820587322,0.26153080840394927,Iris-setosa
+19,6.17936648862226,3.0555451523259487,1.5100223820649994,0.2615308084054731,Iris-setosa
+20,6.179366488622078,3.0540000000000007,4.8994912936645045,1.665427475134869,Iris-virginica
+21,6.179366488622133,3.066248916814646,1.5100223820599379,0.26153080840388865,Iris-setosa
+22,6.179366488622078,3.0540000000000784,4.8994912936645045,1.665427475134869,Iris-versicolor
+23,5.10894771617315,3.054136879167569,1.5100223820646297,0.26153080840736487,Iris-setosa
+24,6.179366488622203,3.0556859446224376,1.5100223820620595,0.2615308084048404,Iris-setosa
+25,6.179366488622078,3.054000000000004,4.8994912936645045,1.665427475134869,Iris-virginica
+26,6.179366488622079,3.0540015403673517,4.89949129366459,1.665427475134921,Iris-versicolor
+27,5.1089477161730485,3.0542987810892726,1.5100223820573722,0.2615308084042682,Iris-setosa
+28,6.179366488622253,3.0545841884926195,1.5100223820644403,0.2615308084060112,Iris-setosa
+29,6.179366488622126,3.0693452950589903,1.5100223820595036,0.26153080840383386,Iris-setosa
+30,6.179366488622078,3.0540000132418545,4.899491293664508,1.6654274751348725,Iris-versicolor
+31,6.179366488622142,3.064936923446254,1.510022382060299,0.26153080840397147,Iris-setosa
+0,6.179366488622078,3.0540000000000327,4.8994912936645045,1.665427475134869,Iris-virginica
+1,6.1793664886220805,3.054086738617921,4.899491293665015,1.6654274751350133,Iris-versicolor
+2,6.179366488622106,3.059161871783182,1.510022382057377,0.2615308084037813,Iris-setosa
+3,6.179366488622078,3.0540000470951507,4.899491293664538,1.6654274751349052,Iris-versicolor
+4,6.17936648862209,3.055639271778183,1.5100223820559762,0.2615308084036799,Iris-setosa
+5,6.179366488622078,3.054000000007843,4.8994912936645045,1.665427475134869,Iris-versicolor
+6,6.179366488622151,3.0674428481266798,1.5100223820608059,0.2615308084039889,Iris-setosa
+7,6.179366488622078,3.054000004798069,4.899491293664507,1.665427475134871,Iris-versicolor
+8,6.179366488622078,3.0540000000921212,4.8994912936645045,1.665427475134869,Iris-versicolor
+9,5.1089477161731205,3.0541959982000524,1.510022382063659,0.2615308084064869,Iris-setosa
+10,6.179366488622128,3.057124312624083,1.5100223820586913,0.2615308084040365,Iris-setosa
+11,6.1793664886220885,3.054288269373242,1.5100223820556824,0.2615308084037324,Iris-setosa
+12,6.179366488622135,3.0692689305159537,1.5100223820599674,0.2615308084038841,Iris-setosa
+13,6.179366488622079,3.0540820442605696,4.899491293664744,1.665427475134922,Iris-versicolor
+14,6.179366488622078,3.054000000000096,4.8994912936645045,1.665427475134869,Iris-versicolor
+15,6.179366488622197,3.0624696591810676,1.5100223820632235,0.26153080840433734,Iris-setosa
+16,6.179366488622078,3.0540000000069334,4.8994912936645045,1.665427475134869,Iris-versicolor
+17,6.179366488622078,3.0540000000000065,4.8994912936645045,1.665427475134869,Iris-virginica
+18,6.179366488622147,3.0670213773155393,1.5100223820606047,0.26153080840398496,Iris-setosa
+19,6.179366488622126,3.0690975828031526,1.5100223820594878,0.2615308084038339,Iris-setosa
+20,6.179366488622199,3.060756680320671,1.5100223820628424,0.26153080840441645,Iris-setosa
+21,6.179366488622129,3.0689829667624022,1.5100223820597296,0.26153080840385934,Iris-setosa
+22,5.108947716173053,3.0541973511420233,1.510022382057703,0.2615308084045076,Iris-setosa
+23,6.179366488622152,3.063300212534202,1.5100223820605128,0.261530808404056,Iris-setosa
+24,6.179366488622148,3.066773044438811,1.510022382060599,0.26153080840397447,Iris-setosa
+25,6.179366488622127,3.0681369147910655,1.5100223820595888,0.26153080840384335,Iris-setosa
+26,6.179366488622243,3.0616850776563407,1.510022382065394,0.26153080840466225,Iris-setosa
+27,6.179366488622177,3.0638393075057677,1.5100223820623206,0.2615308084041833,Iris-setosa
+28,6.179366488622152,3.0652894465767297,1.5100223820611436,0.2615308084040295,Iris-setosa
+29,6.17936648862233,3.056730825093743,1.5100223820689378,0.261530808405819,Iris-setosa
+30,6.17936648862208,3.0541259161732155,4.899491293664841,1.6654274751349425,Iris-versicolor
+31,6.179366488622191,3.0559934900448695,1.5100223820617493,0.2615308084046773,Iris-setosa
+0,6.179366488622127,3.0693929580994497,1.510022382059536,0.2615308084038382,Iris-setosa
+1,6.17936648862213,3.068086453724385,1.5100223820597778,0.26153080840386683,Iris-setosa
+2,6.1793664886221125,3.0580747955309393,1.5100223820577436,0.2615308084038548,Iris-setosa
+3,6.179366488622078,3.0540000003756242,4.8994912936645045,1.6654274751348692,Iris-versicolor
+4,6.179366488622156,3.062045276039988,1.5100223820608623,0.26153080840410553,Iris-setosa
+5,6.179366488622197,3.0560027536769945,1.5100223820624359,0.26153080840478576,Iris-setosa
+6,6.1793664886221356,3.0682189252938024,1.5100223820600425,0.2615308084039005,Iris-setosa
+7,6.1793664886221515,3.061136647612827,1.5100223820606422,0.26153080840410303,Iris-setosa
+8,6.179366488622346,3.0567863322268445,1.5100223820688534,0.2615308084058636,Iris-setosa
+9,6.179366488622078,3.0540000000207694,4.8994912936645045,1.665427475134869,Iris-versicolor
+10,6.17936648862214,3.0668563863383747,1.5100223820602243,0.26153080840393034,Iris-setosa
+11,6.179366488622078,3.054000000000001,4.8994912936645045,1.665427475134869,Iris-virginica
+12,5.10894771617303,3.0540276868589866,4.899491293665684,1.665427475135425,Iris-versicolor
+13,6.179366488622417,3.055972116658292,1.5100223820714498,0.26153080840675597,Iris-setosa
+14,6.179366488622132,3.067442142985434,1.5100223820599474,0.2615308084038886,Iris-setosa
+15,6.179366488622162,3.0657395206858444,1.5100223820614904,0.2615308084040781,Iris-setosa
+16,6.179366488622079,3.054000213369531,4.899491293664558,1.6654274751349123,Iris-versicolor
+17,6.179366488622106,3.054271095843342,1.5100223820567649,0.26153080840409654,Iris-setosa
+18,6.17936648862213,3.0694259403567585,1.5100223820596637,0.2615308084038519,Iris-setosa
+19,6.179366488622078,3.0540000000000016,4.8994912936645045,1.665427475134869,Iris-virginica
+20,6.179366488622078,3.0540001495493603,4.899491293664534,1.6654274751348956,Iris-versicolor
+21,6.179366488622147,3.06695852475989,1.510022382060674,0.26153080840398724,Iris-setosa
+22,6.1793664886221515,3.066099905819228,1.510022382061001,0.26153080840400805,Iris-setosa
+23,6.179366488622141,3.0549497502964953,1.510022382058987,0.2615308084044192,Iris-setosa
+24,6.179366488622128,3.069555568822432,1.5100223820595537,0.26153080840384013,Iris-setosa
+25,6.179366488622078,3.0540000000000096,4.8994912936645045,1.665427475134869,Iris-virginica
+26,6.179366488622078,3.054000000000322,4.8994912936645045,1.665427475134869,Iris-virginica
+27,6.179366488622138,3.0678170044432047,1.510022382060076,0.2615308084039007,Iris-setosa
+28,6.179366488622078,3.0540000000000056,4.8994912936645045,1.665427475134869,Iris-virginica
+29,6.179366488622078,3.0540000000241423,4.8994912936645045,1.6654274751348692,Iris-versicolor
+30,6.179366488622078,3.0540000138520647,4.899491293664529,1.665427475134901,Iris-versicolor
+31,6.179366488622128,3.064716606249795,1.510022382059246,0.2615308084038852,Iris-setosa
+0,6.179366488622078,3.05400000000013,4.8994912936645045,1.665427475134869,Iris-versicolor
+1,6.179366488622078,3.0540000000000007,4.8994912936645045,1.665427475134869,Iris-virginica
+2,6.179366488622121,3.0540027845705295,4.899491293667402,1.6654274751375304,Iris-versicolor
+3,6.179366488622078,3.0540000000051393,4.8994912936645045,1.665427475134869,Iris-versicolor
+4,6.179366488622078,3.0540000000000047,4.8994912936645045,1.665427475134869,Iris-virginica
+5,6.179366488622134,3.0692211612213343,1.5100223820599052,0.26153080840387805,Iris-setosa
+6,6.179366488622078,3.05400000000001,4.8994912936645045,1.665427475134869,Iris-virginica
+7,6.179366488622122,3.054519147161639,1.5100223820577994,0.2615308084042574,Iris-setosa
+8,6.179366488622078,3.054000042242079,4.899491293664509,1.6654274751348728,Iris-versicolor
+9,6.179366488622138,3.0684515317498486,1.5100223820601786,0.2615308084039133,Iris-setosa
+10,6.17936648862253,3.0569976457918893,1.5100223820763183,0.2615308084073407,Iris-setosa
+11,6.179366488622083,3.054264108550642,1.5100223820552314,0.26153080840360127,Iris-setosa
+12,6.179366488622091,3.054261702462411,1.5100223820557643,0.2615308084037613,Iris-setosa
+13,6.1793664886221285,3.068820306132163,1.5100223820596648,0.26153080840385307,Iris-setosa
+14,6.1793664886221,3.0540006626342366,4.899491293665786,1.6654274751361107,Iris-versicolor
+15,6.1793664886221356,3.067069734227864,1.510022382059963,0.2615308084038882,Iris-setosa
+16,6.179366488622138,3.063300565104825,1.5100223820598375,0.26153080840396536,Iris-setosa
+17,6.179366488622078,3.0540000000000385,4.8994912936645045,1.665427475134869,Iris-virginica
+18,6.179366488622085,3.054023593111829,4.8994912936655455,1.6654274751353764,Iris-versicolor
+19,5.108947716173033,3.0540855411267427,4.899491293666265,1.6654274751355485,Iris-versicolor
+20,6.179366488622078,3.054000000470769,4.899491293664507,1.665427475134872,Iris-versicolor
+21,6.179366488622188,3.0575235489472212,1.5100223820622518,0.26153080840453713,Iris-setosa
+22,6.1793664886220885,3.054001479490214,4.899491293665387,1.665427475135687,Iris-versicolor
+23,6.179366488622092,3.054140838908459,4.899491293666597,1.6654274751356242,Iris-versicolor

iris/lct_gan/3/12/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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

iris/lct_gan/3/12/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
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/lct_gan/3/12/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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

iris/lct_gan/3/13/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.17936648862212,3.060495892363468,1.5100223820583563,0.2615308084038606,Iris-setosa
+1,6.179366488622097,3.0541851873674926,1.5100223820560668,0.26153080840390497,Iris-setosa
+2,6.179366488622078,3.0540000000000016,4.8994912936645045,1.665427475134869,Iris-virginica
+3,6.179366488622162,3.0638146404414592,1.5100223820614507,0.2615308084040803,Iris-setosa
+4,6.179366488622163,3.0657615869380925,1.5100223820615117,0.26153080840406967,Iris-setosa
+5,6.17936648862214,3.0665380681930072,1.5100223820603242,0.2615308084039263,Iris-setosa
+6,6.179366488622133,3.067508173506424,1.5100223820599465,0.2615308084038842,Iris-setosa
+7,6.179366488622078,3.0540000000116168,4.8994912936645045,1.6654274751348692,Iris-versicolor
+8,6.179366488622078,3.0540000000000056,4.8994912936645045,1.665427475134869,Iris-virginica
+9,6.179366488622148,3.060779107998055,1.510022382060209,0.26153080840408066,Iris-setosa
+10,6.179366488622079,3.0540000732125234,4.899491293664561,1.6654274751349307,Iris-versicolor
+11,6.179366488622133,3.067124362550514,1.510022382059762,0.261530808403869,Iris-setosa
+12,6.179366488622078,3.054000000425345,4.899491293664505,1.6654274751348697,Iris-versicolor
+13,6.179366488622142,3.066078679135838,1.5100223820603291,0.26153080840393034,Iris-setosa
+14,5.108947716173059,3.054125989436767,1.5100223820584175,0.2615308084047784,Iris-setosa
+15,6.179366488622289,3.064901003905377,1.5100223820674639,0.2615308084048175,Iris-setosa
+16,6.179366488622167,3.0650945579327282,1.5100223820618184,0.26153080840409926,Iris-setosa
+17,6.179366488622444,3.0579643974583712,1.5100223820729668,0.2615308084063909,Iris-setosa
+18,6.179366488622086,3.0540012481939587,4.89949129366519,1.6654274751354359,Iris-versicolor
+19,6.179366488622117,3.0544649071295233,1.510022382057552,0.261530808404236,Iris-setosa
+20,6.179366488622078,3.054000000000001,4.8994912936645045,1.665427475134869,Iris-virginica
+21,6.179366488622128,3.0696687504320184,1.5100223820595648,0.26153080840384135,Iris-setosa
+22,6.179366488622079,3.05400004417274,4.899491293664539,1.665427475134903,Iris-versicolor
+23,6.179366488622178,3.063407191154702,1.5100223820623675,0.26153080840420684,Iris-setosa
+24,6.179366488622078,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+25,6.17936648862213,3.0684814229770394,1.5100223820597634,0.26153080840387044,Iris-setosa
+26,6.179366488622086,3.0543556601436923,1.5100223820554792,0.2615308084036563,Iris-setosa
+27,6.179366488622078,3.054000000027999,4.8994912936645045,1.665427475134869,Iris-versicolor
+28,6.179366488622078,3.054000000000007,4.8994912936645045,1.665427475134869,Iris-virginica
+29,6.1793664886221435,3.0651961489843265,1.5100223820605503,0.2615308084039752,Iris-setosa
+30,6.179366488622134,3.0675082894200534,1.5100223820597392,0.26153080840386733,Iris-setosa
+31,6.179366488622115,3.0571790105754064,1.5100223820580259,0.26153080840393716,Iris-setosa
+0,6.179366488622078,3.054000000074265,4.8994912936645045,1.665427475134869,Iris-versicolor
+1,5.108947716173095,3.054022560690035,4.899491293674493,1.6654274751414153,Iris-versicolor
+2,6.179366488622129,3.069567004023958,1.5100223820596956,0.2615308084038551,Iris-setosa
+3,6.179366488622143,3.064053144808359,1.510022382060199,0.2615308084039909,Iris-setosa
+4,6.179366488622135,3.067071714419033,1.5100223820600303,0.2615308084039106,Iris-setosa
+5,6.179366488622087,3.054023252384432,4.8994912936657045,1.6654274751355003,Iris-versicolor
+6,6.179366488622142,3.065813290856467,1.5100223820604246,0.2615308084039605,Iris-setosa
+7,6.179366488622129,3.069942406412,1.5100223820595868,0.2615308084038443,Iris-setosa
+8,6.179366488622078,3.0540000000001872,4.8994912936645045,1.665427475134869,Iris-versicolor
+9,6.179366488622132,3.066442866075276,1.5100223820598875,0.2615308084038786,Iris-setosa
+10,6.179366488622376,3.0580843241947475,1.5100223820708212,0.26153080840591014,Iris-setosa
+11,6.179366488622078,3.05400000000002,4.8994912936645045,1.665427475134869,Iris-virginica
+12,6.179366488622078,3.0540008160011545,4.899491293664551,1.6654274751348954,Iris-versicolor
+13,6.179366488622078,3.054000000000374,4.8994912936645045,1.665427475134869,Iris-versicolor
+14,6.179366488622129,3.067512895376912,1.5100223820596823,0.2615308084038575,Iris-setosa
+15,6.179366488622139,3.0657249695005717,1.5100223820601844,0.26153080840394666,Iris-setosa
+16,6.179366488622133,3.0667015941506888,1.5100223820598164,0.2615308084038739,Iris-setosa
+17,6.179366488622128,3.0687641379291435,1.5100223820596232,0.2615308084038471,Iris-setosa
+18,6.179366488622144,3.0656968435413625,1.5100223820603207,0.2615308084039809,Iris-setosa
+19,6.179366488622078,3.054000000007676,4.8994912936645045,1.665427475134869,Iris-versicolor
+20,6.179366488622078,3.0540000000000536,4.8994912936645045,1.665427475134869,Iris-virginica
+21,6.179366488622134,3.064715794049433,1.5100223820596839,0.26153080840391346,Iris-setosa
+22,6.179366488622251,3.055343475490023,1.5100223820646839,0.2615308084054165,Iris-setosa
+23,6.179366488622078,3.0540000000050944,4.8994912936645045,1.665427475134869,Iris-versicolor
+24,6.179366488622078,3.0540000008493977,4.899491293664507,1.6654274751348719,Iris-versicolor
+25,6.179366488622079,3.0540001738539244,4.899491293664566,1.6654274751349218,Iris-versicolor
+26,6.179366488622119,3.059156342944545,1.5100223820582974,0.26153080840388365,Iris-setosa
+27,6.179366488622078,3.054000000119259,4.899491293664505,1.6654274751348703,Iris-versicolor
+28,6.179366488622081,3.054005302488065,4.899491293664961,1.6654274751351483,Iris-versicolor
+29,6.179366488622079,3.054000194588905,4.899491293664599,1.665427475134962,Iris-versicolor
+30,6.179366488622157,3.0650976489628463,1.5100223820609202,0.2615308084040709,Iris-setosa
+31,6.179366488622153,3.0657637361699717,1.5100223820609893,0.26153080840399906,Iris-setosa
+0,6.179366488622078,3.05400000005255,4.8994912936645045,1.665427475134869,Iris-versicolor
+1,6.179366488622133,3.0650661003317463,1.5100223820598373,0.26153080840387904,Iris-setosa
+2,6.179366488622078,3.0540000000000713,4.8994912936645045,1.665427475134869,Iris-versicolor
+3,6.1793664886222235,3.064483987719412,1.5100223820644016,0.2615308084044379,Iris-setosa
+4,6.179366488622153,3.066425546647144,1.5100223820609693,0.26153080840400433,Iris-setosa
+5,6.179366488622159,3.0632332192861234,1.5100223820608043,0.2615308084040992,Iris-setosa
+6,6.179366488622137,3.066609760772813,1.5100223820600278,0.2615308084039272,Iris-setosa
+7,6.179366488622136,3.0668293840974066,1.510022382060004,0.2615308084039226,Iris-setosa
+8,6.179366488622135,3.068796601794943,1.5100223820600505,0.2615308084038937,Iris-setosa
+9,6.1793664886221356,3.0663634885828297,1.5100223820599061,0.26153080840388565,Iris-setosa
+10,6.179366488622114,3.0540039023363033,4.899491293667006,1.665427475136978,Iris-versicolor
+11,6.179366488622078,3.054000000000023,4.8994912936645045,1.665427475134869,Iris-virginica
+12,6.17936648862225,3.0614403453467265,1.5100223820655558,0.2615308084047197,Iris-setosa
+13,6.1793664886220805,3.054354488102951,1.5100223820550576,0.26153080840355536,Iris-setosa
+14,6.17936648862212,3.061285144241514,1.5100223820584822,0.2615308084038638,Iris-setosa
+15,6.179366488622078,3.05400000000024,4.8994912936645045,1.665427475134869,Iris-versicolor
+16,6.179366488622116,3.0552713219724255,1.5100223820575798,0.26153080840400483,Iris-setosa
+17,6.179366488622078,3.054000000819681,4.899491293664506,1.6654274751348712,Iris-versicolor
+18,6.179366488622135,3.066104943232374,1.5100223820599712,0.26153080840388987,Iris-setosa
+19,6.179366488622126,3.06851826258235,1.5100223820595258,0.26153080840383736,Iris-setosa
+20,6.179366488622117,3.057660635730489,1.5100223820580856,0.2615308084039258,Iris-setosa
+21,6.179366488622138,3.0673233049517226,1.5100223820602454,0.2615308084039182,Iris-setosa
+22,5.108947716173047,3.054102928083116,1.5100223820571244,0.2615308084043803,Iris-setosa
+23,6.1793664886221356,3.057532700891734,1.510022382059154,0.2615308084040936,Iris-setosa
+24,6.179366488622216,3.0634007869266755,1.510022382063997,0.26153080840443266,Iris-setosa
+25,6.179366488622195,3.0617880250583944,1.5100223820628242,0.26153080840435483,Iris-setosa
+26,6.179366488622127,3.0690052704765995,1.5100223820595187,0.26153080840383736,Iris-setosa
+27,6.179366488622224,3.058617805002365,1.5100223820642285,0.2615308084046967,Iris-setosa
+28,6.17936648862214,3.068229835664173,1.5100223820602852,0.26153080840392284,Iris-setosa
+29,5.108947716173086,3.0544819775747767,1.5100223820608587,0.26153080840509707,Iris-setosa
+30,6.17936648862246,3.0549095222299134,1.5100223820733603,0.261530808408017,Iris-setosa
+31,6.179366488622078,3.0540000009190367,4.899491293664508,1.6654274751348725,Iris-versicolor
+0,6.179366488622078,3.0540000003526417,4.8994912936645045,1.6654274751348694,Iris-versicolor
+1,6.17936648862215,3.0585838797393836,1.5100223820599474,0.26153080840413495,Iris-setosa
+2,6.179366488622078,3.0540000005142054,4.899491293664505,1.6654274751348694,Iris-versicolor
+3,6.179366488622078,3.054000005102017,4.899491293664505,1.6654274751348697,Iris-versicolor
+4,6.179366488622177,3.065588235690405,1.5100223820623362,0.2615308084041577,Iris-setosa
+5,6.179366488622078,3.0540000000000798,4.8994912936645045,1.665427475134869,Iris-versicolor
+6,5.108947716173043,3.0540729820812014,4.89949129366802,1.6654274751364895,Iris-versicolor
+7,5.108947716173083,3.0541886267547933,1.5100223820605552,0.2615308084054545,Iris-setosa
+8,6.179366488622123,3.0615762774209565,1.5100223820587169,0.2615308084038814,Iris-setosa
+9,6.179366488622181,3.0563965953878682,1.5100223820616494,0.2615308084045746,Iris-setosa
+10,6.179366488622106,3.0576760763918767,1.5100223820572698,0.26153080840380033,Iris-setosa
+11,6.179366488622127,3.054968359364374,1.5100223820584178,0.26153080840421505,Iris-setosa
+12,6.179366488622135,3.065598333055458,1.5100223820601155,0.261530808403909,Iris-setosa
+13,6.179366488622131,3.067973334901348,1.5100223820598455,0.26153080840387266,Iris-setosa
+14,6.179366488622078,3.0540000000000105,4.8994912936645045,1.665427475134869,Iris-virginica
+15,5.1089477161730805,3.05417468737363,1.5100223820604515,0.2615308084053914,Iris-setosa
+16,6.179366488622078,3.0540000000000025,4.8994912936645045,1.665427475134869,Iris-virginica
+17,6.179366488622078,3.054000000000001,4.8994912936645045,1.665427475134869,Iris-virginica
+18,6.179366488622127,3.069235078906424,1.5100223820595353,0.26153080840383763,Iris-setosa
+19,6.179366488622089,3.0540130190997687,4.89949129366575,1.665427475135568,Iris-versicolor
+20,6.1793664886221915,3.0663495910216336,1.5100223820629897,0.2615308084042186,Iris-setosa
+21,6.179366488622128,3.068238250671688,1.510022382059597,0.26153080840384507,Iris-setosa
+22,6.179366488622079,3.054000254549523,4.899491293664602,1.665427475134955,Iris-versicolor
+23,6.179366488622187,3.057255347548708,1.5100223820617582,0.26153080840450893,Iris-setosa

iris/lct_gan/3/13/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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

iris/lct_gan/3/13/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
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/lct_gan/3/13/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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

iris/lct_gan/3/14/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488622159,3.0665370306050326,1.5100223820611032,0.2615308084040166,Iris-setosa
+1,6.179366488622166,3.062553979906836,1.5100223820615997,0.2615308084041394,Iris-setosa
+2,6.179366488622118,3.0564856182627085,1.5100223820579135,0.2615308084039629,Iris-setosa
+3,6.1793664886221595,3.0655755970800174,1.5100223820612677,0.2615308084040388,Iris-setosa
+4,6.179366488622143,3.064107327990474,1.5100223820600966,0.2615308084039773,Iris-setosa
+5,6.179366488622104,3.0540562684891874,4.8994912936674595,1.6654274751362816,Iris-versicolor
+6,6.179366488622634,3.0543612522216663,1.510022382078187,0.2615308084112297,Iris-setosa
+7,6.179366488622078,3.054000000067671,4.8994912936645045,1.6654274751348692,Iris-versicolor
+8,6.179366488622078,3.054000000001765,4.8994912936645045,1.665427475134869,Iris-versicolor
+9,6.179366488622152,3.064678747570492,1.5100223820608054,0.26153080840404724,Iris-setosa
+10,6.179366488622133,3.066243751413534,1.5100223820598866,0.26153080840390347,Iris-setosa
+11,6.1793664886221356,3.0678489740661674,1.510022382060102,0.2615308084039088,Iris-setosa
+12,6.1793664886221285,3.068853236872303,1.5100223820596899,0.2615308084038546,Iris-setosa
+13,6.1793664886221356,3.0657332790588816,1.5100223820599539,0.26153080840391146,Iris-setosa
+14,6.179366488622135,3.0666488341303575,1.5100223820599652,0.26153080840389026,Iris-setosa
+15,6.179366488622127,3.0682501607971124,1.5100223820595662,0.26153080840384085,Iris-setosa
+16,6.179366488622458,3.0570351299655245,1.5100223820742287,0.2615308084067738,Iris-setosa
+17,6.179366488622115,3.0551838892876892,1.510022382057551,0.2615308084040142,Iris-setosa
+18,6.179366488622181,3.0553939755970583,1.5100223820615726,0.26153080840471765,Iris-setosa
+19,6.179366488622089,3.054252143285748,1.510022382055722,0.2615308084037496,Iris-setosa
+20,6.179366488622416,3.058837371577578,1.5100223820724088,0.26153080840607235,Iris-setosa
+21,6.179366488622078,3.0540005877100707,4.899491293664539,1.6654274751348896,Iris-versicolor
+22,6.179366488622086,3.054016416970533,4.8994912936655775,1.6654274751354452,Iris-versicolor
+23,6.179366488622078,3.0540000048740827,4.899491293664512,1.6654274751348772,Iris-versicolor
+24,6.179366488622078,3.0540000000824348,4.899491293664505,1.6654274751348694,Iris-versicolor
+25,5.108947716173095,3.054319714693302,1.510022382062038,0.2615308084055218,Iris-setosa
+26,6.179366488622138,3.0660730887180847,1.51002238206016,0.26153080840392057,Iris-setosa
+27,6.179366488622145,3.066008818635342,1.5100223820604242,0.26153080840394294,Iris-setosa
+28,6.179366488622078,3.054000000000419,4.8994912936645045,1.665427475134869,Iris-versicolor
+29,6.179366488622078,3.054000000000001,4.8994912936645045,1.665427475134869,Iris-virginica
+30,6.179366488622078,3.0540177069215715,4.899491293664574,1.6654274751348863,Iris-versicolor
+31,6.179366488622145,3.059420751995234,1.5100223820600338,0.2615308084040993,Iris-setosa
+0,6.179366488622132,3.0686592006764513,1.5100223820598595,0.2615308084038783,Iris-setosa
+1,6.179366488622078,3.054000000039671,4.8994912936645045,1.6654274751348692,Iris-versicolor
+2,6.179366488622081,3.054004546533201,4.8994912936648936,1.6654274751351215,Iris-versicolor
+3,6.179366488622078,3.0540000004452166,4.899491293664508,1.6654274751348723,Iris-versicolor
+4,6.179366488622079,3.0540000422985147,4.899491293664572,1.6654274751349418,Iris-versicolor
+5,6.179366488622147,3.0589545417429544,1.5100223820599397,0.2615308084040994,Iris-setosa
+6,6.179366488622078,3.054000000023481,4.8994912936645045,1.6654274751348692,Iris-versicolor
+7,6.179366488622188,3.064872568843156,1.510022382062725,0.2615308084042157,Iris-setosa
+8,6.179366488622078,3.05400027064348,4.899491293664545,1.6654274751348976,Iris-versicolor
+9,6.179366488622079,3.0540001097441283,4.899491293664552,1.6654274751349152,Iris-versicolor
+10,6.179366488622078,3.0540000009593653,4.8994912936645045,1.6654274751348692,Iris-versicolor
+11,6.179366488622078,3.054000000000001,4.8994912936645045,1.665427475134869,Iris-virginica
+12,6.179366488622078,3.0540000131941305,4.899491293664523,1.6654274751348912,Iris-versicolor
+13,6.179366488622137,3.0680857340939354,1.5100223820601388,0.26153080840390686,Iris-setosa
+14,6.179366488622188,3.061593294185722,1.5100223820620473,0.26153080840429893,Iris-setosa
+15,6.179366488622136,3.068003325943053,1.510022382060124,0.2615308084039067,Iris-setosa
+16,6.179366488622088,3.0544605532244375,1.510022382055589,0.261530808403669,Iris-setosa
+17,6.179366488622078,3.05400000000058,4.8994912936645045,1.665427475134869,Iris-versicolor
+18,6.179366488622078,3.0540000000744407,4.8994912936645045,1.665427475134869,Iris-versicolor
+19,6.1793664886221285,3.069047419570103,1.510022382059681,0.2615308084038546,Iris-setosa
+20,6.179366488622078,3.0540000000000025,4.8994912936645045,1.665427475134869,Iris-virginica
+21,6.179366488622078,3.054000000000004,4.8994912936645045,1.665427475134869,Iris-virginica
+22,6.179366488622078,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+23,6.179366488622175,3.061629602520231,1.5100223820619993,0.26153080840423787,Iris-setosa
+24,6.179366488622078,3.0540000000067193,4.8994912936645045,1.665427475134869,Iris-versicolor
+25,6.17936648862209,3.054081207244931,4.899491293666355,1.6654274751355997,Iris-versicolor
+26,6.1793664886220885,3.054650043382325,1.5100223820557634,0.26153080840368825,Iris-setosa
+27,6.17936648862213,3.068647541697224,1.510022382059753,0.2615308084038633,Iris-setosa
+28,6.179366488622214,3.0655499994868505,1.5100223820640686,0.2615308084043618,Iris-setosa
+29,6.17936648862214,3.061976184272243,1.5100223820598198,0.2615308084039965,Iris-setosa
+30,6.179366488622078,3.0540000000277807,4.8994912936645045,1.6654274751348692,Iris-versicolor
+31,6.179366488622171,3.065574297076465,1.5100223820617813,0.2615308084041029,Iris-setosa
+0,6.17936648862208,3.0541122157507163,4.899491293664856,1.6654274751349498,Iris-versicolor
+1,6.179366488622078,3.054000000154476,4.8994912936645045,1.6654274751348692,Iris-versicolor
+2,6.179366488622078,3.054000000000004,4.8994912936645045,1.665427475134869,Iris-virginica
+3,6.179366488622185,3.065684910877177,1.5100223820625402,0.2615308084042171,Iris-setosa
+4,6.179366488622139,3.0660368745633995,1.510022382060349,0.2615308084039345,Iris-setosa
+5,6.179366488622166,3.0570821663479246,1.5100223820608816,0.2615308084043666,Iris-setosa
+6,6.1793664886220805,3.0540002933190453,4.899491293664729,1.6654274751350673,Iris-versicolor
+7,6.179366488622213,3.0563544597773737,1.5100223820631586,0.2615308084048515,Iris-setosa
+8,6.179366488622189,3.0614761868068947,1.510022382062793,0.26153080840432513,Iris-setosa
+9,6.179366488622078,3.054000000000019,4.8994912936645045,1.665427475134869,Iris-versicolor
+10,6.179366488622128,3.0686926111702246,1.5100223820596608,0.261530808403853,Iris-setosa
+11,6.179366488622133,3.066981830644008,1.5100223820599539,0.26153080840390036,Iris-setosa
+12,6.179366488622078,3.054000000000001,4.8994912936645045,1.665427475134869,Iris-virginica
+13,6.179366488622078,3.054000000755695,4.899491293664505,1.6654274751348703,Iris-versicolor
+14,6.179366488622118,3.0546877426803873,1.5100223820575238,0.2615308084041299,Iris-setosa
+15,6.179366488622155,3.060984779829417,1.510022382060952,0.2615308084041099,Iris-setosa
+16,5.108947716173044,3.0543095603273187,1.5100223820571177,0.2615308084041367,Iris-setosa
+17,6.179366488622078,3.0540000000251184,4.8994912936645045,1.6654274751348692,Iris-versicolor
+18,6.179366488622078,3.0540000000072425,4.8994912936645045,1.665427475134869,Iris-versicolor
+19,6.179366488622078,3.0540000000000007,4.8994912936645045,1.665427475134869,Iris-virginica
+20,6.179366488622078,3.0540000000000025,4.8994912936645045,1.665427475134869,Iris-virginica
+21,6.179366488622078,3.0540000315204003,4.899491293664519,1.6654274751348823,Iris-versicolor
+22,6.179366488622078,3.0540000000018726,4.8994912936645045,1.665427475134869,Iris-versicolor
+23,6.179366488622144,3.062490732117908,1.5100223820600875,0.26153080840401155,Iris-setosa
+24,6.17936648862213,3.06697207216533,1.5100223820597576,0.2615308084038658,Iris-setosa
+25,6.179366488622078,3.0540000000000043,4.8994912936645045,1.665427475134869,Iris-virginica
+26,6.179366488622297,3.0590042944485667,1.510022382067293,0.2615308084051916,Iris-setosa
+27,6.1793664886221356,3.0631833651560854,1.510022382059589,0.2615308084039465,Iris-setosa
+28,6.179366488622212,3.0571919011369464,1.510022382063104,0.2615308084047529,Iris-setosa
+29,6.179366488622078,3.054000000000002,4.8994912936645045,1.665427475134869,Iris-virginica
+30,6.179366488622122,3.0635434564806165,1.5100223820587557,0.2615308084038544,Iris-setosa
+31,6.179366488622088,3.054155004607965,4.8994912936661095,1.665427475135377,Iris-versicolor
+0,6.179366488622713,3.0576846785516056,1.5100223820835017,0.2615308084084661,Iris-setosa
+1,6.179366488622202,3.064034683148004,1.510022382063455,0.26153080840433424,Iris-setosa
+2,6.17936648862213,3.066551811202697,1.510022382059725,0.26153080840386306,Iris-setosa
+3,6.179366488622083,3.0540003122900896,4.899491293664848,1.665427475135227,Iris-versicolor
+4,6.179366488622132,3.0673616385549236,1.5100223820598193,0.26153080840387377,Iris-setosa
+5,6.179366488622093,3.0541632975389077,4.899491293666731,1.665427475135624,Iris-versicolor
+6,6.179366488622168,3.054773728457145,1.5100223820603837,0.26153080840478615,Iris-setosa
+7,6.179366488622133,3.066003344936174,1.510022382059859,0.2615308084038811,Iris-setosa
+8,6.179366488622158,3.062823673894567,1.5100223820609717,0.2615308084041033,Iris-setosa
+9,6.179366488622143,3.0685223726864606,1.5100223820603527,0.2615308084039293,Iris-setosa
+10,6.179366488622079,3.054122830035719,4.899491293664778,1.665427475134924,Iris-versicolor
+11,6.179366488622234,3.0562778406670783,1.510022382064595,0.261530808405042,Iris-setosa
+12,6.179366488622131,3.066823193182657,1.510022382059698,0.2615308084038846,Iris-setosa
+13,6.179366488622137,3.065029323512985,1.510022382059781,0.2615308084039454,Iris-setosa
+14,6.179366488622209,3.063595209501292,1.5100223820635525,0.26153080840438947,Iris-setosa
+15,6.179366488622078,3.054000000000004,4.8994912936645045,1.665427475134869,Iris-virginica
+16,6.179366488622154,3.063474784094822,1.5100223820611482,0.26153080840404347,Iris-setosa
+17,6.17936648862214,3.068475139492377,1.510022382060296,0.26153080840391985,Iris-setosa
+18,6.179366488622132,3.059838373105452,1.510022382059099,0.26153080840398174,Iris-setosa
+19,6.179366488622078,3.054000000116254,4.8994912936645045,1.6654274751348694,Iris-versicolor
+20,6.179366488622078,3.0540000000000016,4.8994912936645045,1.665427475134869,Iris-virginica
+21,6.1793664886221205,3.0540255339151923,4.899491293668742,1.6654274751372768,Iris-versicolor
+22,6.179366488622147,3.0655618709743986,1.5100223820604126,0.26153080840399306,Iris-setosa
+23,6.179366488622142,3.061997746622185,1.5100223820598635,0.2615308084039983,Iris-setosa

iris/lct_gan/3/14/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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

iris/lct_gan/3/14/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
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/lct_gan/3/14/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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

iris/lct_gan/3/15/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488622078,3.0540000001036547,4.8994912936645045,1.6654274751348692,Iris-versicolor
+1,6.17936648862219,3.0557472645423207,1.510022382062207,0.26153080840471576,Iris-setosa
+2,6.179366488622078,3.0540000000000007,4.8994912936645045,1.665427475134869,Iris-virginica
+3,6.179366488622079,3.054000059387885,4.89949129366459,1.6654274751349698,Iris-versicolor
+4,6.179366488622153,3.0626523197421194,1.510022382060705,0.2615308084040828,Iris-setosa
+5,6.179366488622078,3.054000001997902,4.899491293664507,1.665427475134872,Iris-versicolor
+6,6.179366488622127,3.069280668380846,1.5100223820595373,0.26153080840383863,Iris-setosa
+7,6.179366488622098,3.054032530265217,4.899491293666925,1.6654274751361982,Iris-versicolor
+8,6.179366488622078,3.054000000000651,4.8994912936645045,1.665427475134869,Iris-versicolor
+9,6.179366488622126,3.068440792030099,1.5100223820595196,0.2615308084038371,Iris-setosa
+10,6.179366488622078,3.0540000000001086,4.8994912936645045,1.665427475134869,Iris-versicolor
+11,6.179366488622079,3.0540103093679183,4.899491293664596,1.6654274751348994,Iris-versicolor
+12,6.179366488622127,3.0686376407413762,1.5100223820595193,0.2615308084038384,Iris-setosa
+13,6.179366488622097,3.0543817831968862,1.5100223820562855,0.2615308084038709,Iris-setosa
+14,6.179366488622078,3.0540000000013086,4.8994912936645045,1.665427475134869,Iris-versicolor
+15,6.179366488622207,3.0604164448398707,1.5100223820634981,0.26153080840448134,Iris-setosa
+16,6.179366488622078,3.0540000000000638,4.8994912936645045,1.665427475134869,Iris-virginica
+17,6.179366488622139,3.066903575259891,1.5100223820601992,0.26153080840391474,Iris-setosa
+18,6.179366488622078,3.054000000000164,4.8994912936645045,1.665427475134869,Iris-versicolor
+19,6.179366488622126,3.069346550789976,1.510022382059525,0.2615308084038362,Iris-setosa
+20,6.179366488622149,3.0678189057487097,1.5100223820604586,0.2615308084039426,Iris-setosa
+21,6.17936648862215,3.0542832764087473,1.510022382059015,0.26153080840479903,Iris-setosa
+22,6.179366488622132,3.0681519545844846,1.5100223820597474,0.26153080840386433,Iris-setosa
+23,6.179366488622132,3.0682057723166847,1.5100223820599277,0.26153080840387977,Iris-setosa
+24,6.179366488622126,3.0691814511437836,1.5100223820595435,0.26153080840383786,Iris-setosa
+25,6.17936648862214,3.0672968162725294,1.5100223820602385,0.2615308084039368,Iris-setosa
+26,6.17936648862233,3.0602162909802435,1.510022382068974,0.26153080840533016,Iris-setosa
+27,6.17936648862213,3.069018611813365,1.5100223820597944,0.2615308084038657,Iris-setosa
+28,6.179366488622126,3.0691203002646104,1.5100223820595575,0.26153080840383847,Iris-setosa
+29,6.179366488622152,3.0651785896793786,1.5100223820609933,0.26153080840401927,Iris-setosa
+30,6.179366488622078,3.0540000000000034,4.8994912936645045,1.665427475134869,Iris-virginica
+31,6.179366488622144,3.066742308008072,1.510022382060321,0.2615308084039277,Iris-setosa
+0,6.1793664886221285,3.068790978374004,1.510022382059618,0.2615308084038473,Iris-setosa
+1,6.1793664886221595,3.0671122012788925,1.5100223820611247,0.26153080840401427,Iris-setosa
+2,6.17936648862209,3.054266957943103,1.5100223820557617,0.2615308084037536,Iris-setosa
+3,6.1793664886221356,3.067530021615661,1.5100223820600576,0.2615308084038945,Iris-setosa
+4,6.179366488622079,3.054009733192534,4.899491293664642,1.6654274751349183,Iris-versicolor
+5,6.179366488622078,3.0540000000002134,4.8994912936645045,1.665427475134869,Iris-versicolor
+6,6.179366488622078,3.054000000000297,4.8994912936645045,1.665427475134869,Iris-versicolor
+7,6.179366488622078,3.0540000027952905,4.89949129366451,1.6654274751348745,Iris-versicolor
+8,6.179366488622078,3.054000000037484,4.8994912936645045,1.665427475134869,Iris-versicolor
+9,6.179366488622191,3.0618872455152797,1.5100223820628378,0.26153080840431536,Iris-setosa
+10,6.179366488622162,3.0596167699921666,1.510022382060745,0.26153080840419335,Iris-setosa
+11,6.179366488622078,3.0540000009519175,4.899491293664506,1.665427475134871,Iris-versicolor
+12,6.179366488622078,3.054000000002546,4.8994912936645045,1.665427475134869,Iris-versicolor
+13,6.179366488622078,3.054000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+14,6.179366488622133,3.0690649128686784,1.5100223820598424,0.26153080840387244,Iris-setosa
+15,6.179366488622078,3.054000000041843,4.8994912936645045,1.665427475134869,Iris-versicolor
+16,6.17936648862225,3.0640453544465136,1.5100223820656025,0.26153080840461584,Iris-setosa
+17,6.179366488622118,3.0540021316726027,4.899491293667238,1.6654274751374467,Iris-versicolor
+18,6.179366488622182,3.0610247378333417,1.5100223820624366,0.2615308084042973,Iris-setosa
+19,6.17936648862208,3.054000006940588,4.899491293664569,1.6654274751349425,Iris-versicolor
+20,6.179366488622797,3.055139027895753,1.5100223820863465,0.26153080841117954,Iris-setosa
+21,6.179366488622078,3.054000000007425,4.8994912936645045,1.665427475134869,Iris-versicolor
+22,6.179366488622078,3.054000000030076,4.8994912936645045,1.665427475134869,Iris-versicolor
+23,6.179366488622078,3.054000044473109,4.899491293664539,1.6654274751349005,Iris-versicolor
+24,6.17936648862214,3.0578708116918056,1.5100223820594652,0.26153080840407766,Iris-setosa
+25,6.179366488622127,3.068403277871862,1.510022382059633,0.2615308084038464,Iris-setosa
+26,6.179366488622168,3.0647407517027707,1.5100223820619598,0.2615308084041282,Iris-setosa
+27,6.179366488622096,3.0557571437643625,1.510022382056365,0.2615308084037329,Iris-setosa
+28,6.179366488622078,3.054000000000081,4.8994912936645045,1.665427475134869,Iris-versicolor
+29,6.179366488622134,3.0670579271367764,1.5100223820599243,0.2615308084039018,Iris-setosa
+30,6.1793664886221435,3.0667684135283237,1.5100223820605465,0.2615308084039589,Iris-setosa
+31,6.179366488622128,3.0689981578875045,1.510022382059585,0.2615308084038429,Iris-setosa
+0,6.179366488622078,3.054000000000054,4.8994912936645045,1.665427475134869,Iris-versicolor
+1,6.179366488622078,3.054000000005254,4.8994912936645045,1.665427475134869,Iris-versicolor
+2,6.179366488622078,3.0540000000000185,4.8994912936645045,1.665427475134869,Iris-versicolor
+3,6.179366488622078,3.054000000011139,4.8994912936645045,1.665427475134869,Iris-versicolor
+4,6.179366488622334,3.0561436682261394,1.5100223820687273,0.2615308084060214,Iris-setosa
+5,6.17936648862217,3.0594970815226947,1.510022382061827,0.2615308084042687,Iris-setosa
+6,6.17936648862208,3.0540854517640756,4.899491293664944,1.6654274751349856,Iris-versicolor
+7,6.179366488622163,3.0638697742763266,1.5100223820613599,0.26153080840410986,Iris-setosa
+8,6.179366488622134,3.0680072670064535,1.5100223820599636,0.26153080840389314,Iris-setosa
+9,6.179366488622078,3.054000000000006,4.8994912936645045,1.665427475134869,Iris-virginica
+10,5.108947716173058,3.0542199795929825,1.5100223820582728,0.26153080840466164,Iris-setosa
+11,5.108947716173108,3.0542228001831204,1.510022382061999,0.26153080840604115,Iris-setosa
+12,6.179366488622078,3.054000000000056,4.8994912936645045,1.665427475134869,Iris-virginica
+13,6.179366488622078,3.0540000000000487,4.8994912936645045,1.665427475134869,Iris-virginica
+14,6.179366488622078,3.0540000000001757,4.8994912936645045,1.665427475134869,Iris-virginica
+15,6.179366488622078,3.0540000101721496,4.8994912936645125,1.665427475134877,Iris-versicolor
+16,6.179366488622149,3.0641850907416655,1.5100223820606247,0.26153080840402054,Iris-setosa
+17,6.179366488622213,3.0594728117040537,1.5100223820638266,0.26153080840458576,Iris-setosa
+18,6.179366488622376,3.0564071024754034,1.5100223820703915,0.2615308084062863,Iris-setosa
+19,5.108947716173103,3.0540454481575203,4.899491293676224,1.6654274751416114,Iris-versicolor
+20,6.179366488622325,3.0596611468007358,1.5100223820690803,0.2615308084053506,Iris-setosa
+21,6.179366488622078,3.054000000000018,4.8994912936645045,1.665427475134869,Iris-virginica
+22,6.179366488622082,3.0540668815982,4.8994912936652755,1.6654274751351128,Iris-versicolor
+23,6.17936648862213,3.0693456009421793,1.5100223820597416,0.2615308084038591,Iris-setosa
+24,6.179366488622135,3.060068833146964,1.5100223820593761,0.26153080840399684,Iris-setosa
+25,6.179366488622113,3.056007561275271,1.5100223820575054,0.2615308084039244,Iris-setosa
+26,6.179366488622126,3.0691088183756503,1.5100223820594845,0.261530808403833,Iris-setosa
+27,6.179366488622099,3.0563335671506238,1.5100223820566743,0.261530808403762,Iris-setosa
+28,6.179366488622078,3.0540000000000025,4.8994912936645045,1.665427475134869,Iris-virginica
+29,6.179366488622129,3.0660389263956316,1.5100223820597491,0.2615308084038637,Iris-setosa
+30,6.179366488622078,3.054000000000111,4.8994912936645045,1.665427475134869,Iris-versicolor
+31,6.179366488622126,3.069154034350599,1.5100223820595098,0.26153080840383486,Iris-setosa
+0,6.179366488622078,3.0540000000000616,4.8994912936645045,1.665427475134869,Iris-versicolor
+1,6.179366488622079,3.054000221431666,4.89949129366457,1.6654274751349225,Iris-versicolor
+2,6.1793664886221285,3.0541013626705564,4.899491293669856,1.6654274751372269,Iris-versicolor
+3,6.179366488622078,3.054000007771282,4.899491293664506,1.66542747513487,Iris-versicolor
+4,6.179366488622078,3.054000004339227,4.899491293664506,1.6654274751348703,Iris-versicolor
+5,6.179366488622078,3.0540000581964617,4.899491293664511,1.6654274751348734,Iris-versicolor
+6,6.179366488622078,3.0540000000000154,4.8994912936645045,1.665427475134869,Iris-versicolor
+7,6.179366488622078,3.054000000000165,4.8994912936645045,1.665427475134869,Iris-versicolor
+8,5.108947716173051,3.054259608244227,1.5100223820576746,0.2615308084044131,Iris-setosa
+9,6.1793664886221435,3.0668686039568995,1.510022382060522,0.26153080840394805,Iris-setosa
+10,6.179366488622166,3.0542301006287658,1.5100223820596732,0.26153080840517184,Iris-setosa
+11,6.179366488622078,3.0540000000002774,4.8994912936645045,1.665427475134869,Iris-versicolor
+12,6.179366488622078,3.054000000000002,4.8994912936645045,1.665427475134869,Iris-virginica
+13,6.179366488622145,3.065458969454823,1.5100223820604888,0.26153080840396276,Iris-setosa
+14,6.179366488622078,3.0540000000000678,4.8994912936645045,1.665427475134869,Iris-versicolor
+15,6.179366488622179,3.062709221259836,1.510022382062423,0.261530808404213,Iris-setosa
+16,6.179366488622079,3.054000049993405,4.899491293664554,1.665427475134918,Iris-versicolor
+17,6.1793664886221995,3.0551678838492164,1.5100223820622174,0.2615308084050312,Iris-setosa
+18,6.179366488622135,3.0664983589204122,1.510022382059972,0.26153080840390663,Iris-setosa
+19,5.1089477161730406,3.0540290522463285,4.899491293667357,1.6654274751364955,Iris-versicolor
+20,6.179366488622078,3.054000000000009,4.8994912936645045,1.665427475134869,Iris-virginica
+21,6.179366488622142,3.058037085768452,1.510022382059894,0.261530808404131,Iris-setosa
+22,6.179366488622091,3.0553537565862285,1.5100223820560073,0.26153080840369175,Iris-setosa
+23,6.179366488622078,3.0540000004162193,4.8994912936645045,1.6654274751348694,Iris-versicolor

iris/lct_gan/3/15/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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

iris/lct_gan/3/15/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
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/lct_gan/3/15/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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

iris/lct_gan/3/16/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488622284,3.054857367435694,1.5100223820664072,0.2615308084061223,Iris-setosa
+1,6.179366488622078,3.0540000000936165,4.899491293664505,1.6654274751348697,Iris-versicolor
+2,6.1793664886221356,3.0555739053456947,1.5100223820587293,0.2615308084041956,Iris-setosa
+3,6.1793664886221125,3.059751252341073,1.5100223820578598,0.26153080840382525,Iris-setosa
+4,6.179366488622078,3.0540000000004968,4.8994912936645045,1.665427475134869,Iris-versicolor
+5,6.179366488622078,3.054000000001704,4.8994912936645045,1.665427475134869,Iris-versicolor
+6,6.179366488622083,3.0540638094908306,4.899491293665464,1.6654274751352145,Iris-versicolor
+7,6.179366488622133,3.0688085602177133,1.510022382059931,0.2615308084038823,Iris-setosa
+8,6.179366488622078,3.0540000000391894,4.8994912936645045,1.6654274751348692,Iris-versicolor
+9,6.179366488622137,3.0671864278594305,1.510022382060143,0.261530808403915,Iris-setosa
+10,6.1793664886221995,3.0637558722313356,1.5100223820627658,0.26153080840431575,Iris-setosa
+11,6.179366488622102,3.0540028002449597,4.899491293666452,1.6654274751364828,Iris-versicolor
+12,6.179366488622148,3.0683164762724413,1.5100223820605592,0.2615308084039565,Iris-setosa
+13,6.179366488622167,3.061088765624401,1.5100223820615812,0.2615308084042166,Iris-setosa
+14,6.179366488622078,3.0540000000000007,4.8994912936645045,1.665427475134869,Iris-virginica
+15,6.179366488622239,3.0582525764501742,1.5100223820644307,0.2615308084048519,Iris-setosa
+16,6.179366488622115,3.0576104209802706,1.5100223820578145,0.2615308084038848,Iris-setosa
+17,6.179366488622079,3.0540000335581565,4.89949129366458,1.6654274751349627,Iris-versicolor
+18,6.179366488622078,3.05400000000023,4.8994912936645045,1.665427475134869,Iris-virginica
+19,6.179366488622132,3.067569060360108,1.5100223820597274,0.2615308084038647,Iris-setosa
+20,6.1793664886220805,3.054000392772376,4.899491293664692,1.6654274751350477,Iris-versicolor
+21,6.179366488622078,3.0540001914853248,4.89949129366451,1.6654274751348714,Iris-versicolor
+22,6.179366488622078,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+23,6.179366488622078,3.054000000000028,4.8994912936645045,1.665427475134869,Iris-versicolor
+24,6.179366488622098,3.0549551405821225,1.5100223820564938,0.26153080840380766,Iris-setosa
+25,6.1793664886220885,3.054002123774957,4.899491293665388,1.6654274751356901,Iris-versicolor
+26,6.179366488622078,3.054003759130036,4.8994912936645285,1.6654274751348765,Iris-versicolor
+27,6.179366488622078,3.0540000000000007,4.8994912936645045,1.665427475134869,Iris-virginica
+28,6.179366488622078,3.0540000000002627,4.8994912936645045,1.665427475134869,Iris-versicolor
+29,6.179366488622103,3.05550238724005,1.5100223820568273,0.26153080840383086,Iris-setosa
+30,5.1089477161731,3.0547009908938336,1.5100223820628935,0.2615308084052422,Iris-setosa
+31,6.179366488622086,3.0542698465771574,1.5100223820554344,0.2615308084036543,Iris-setosa
+0,6.179366488622131,3.068647002376865,1.5100223820597654,0.26153080840386417,Iris-setosa
+1,6.179366488622196,3.063948114985754,1.510022382062984,0.26153080840428594,Iris-setosa
+2,6.179366488622078,3.054000000000004,4.8994912936645045,1.665427475134869,Iris-virginica
+3,5.108947716173033,3.0540111846904896,4.899491293666032,1.6654274751357823,Iris-versicolor
+4,6.1793664886221595,3.0658656017114843,1.5100223820613066,0.2615308084040348,Iris-setosa
+5,6.1793664886221285,3.054150883536332,4.8994912936701205,1.6654274751371807,Iris-versicolor
+6,6.179366488622126,3.0686204195178477,1.5100223820595762,0.2615308084038398,Iris-setosa
+7,6.179366488622104,3.0583455110075297,1.5100223820570953,0.26153080840376874,Iris-setosa
+8,6.179366488622129,3.0693569556481295,1.5100223820596748,0.2615308084038533,Iris-setosa
+9,6.179366488622078,3.054000000649352,4.899491293664512,1.6654274751348768,Iris-versicolor
+10,6.179366488622096,3.0540539030197786,4.8994912936668635,1.6654274751359288,Iris-versicolor
+11,6.179366488622136,3.068455186248999,1.5100223820600989,0.2615308084038987,Iris-setosa
+12,6.179366488622078,3.0540000000002197,4.8994912936645045,1.665427475134869,Iris-versicolor
+13,6.179366488622142,3.0661904303390384,1.510022382060363,0.26153080840393983,Iris-setosa
+14,6.179366488622119,3.0558074979731664,1.510022382058031,0.2615308084040263,Iris-setosa
+15,6.179366488622078,3.0540001590284587,4.899491293664545,1.665427475134904,Iris-versicolor
+16,6.179366488622153,3.0670832059674624,1.510022382060972,0.2615308084040011,Iris-setosa
+17,6.1793664886221,3.0540107429796635,4.89949129366681,1.6654274751364344,Iris-versicolor
+18,6.179366488622093,3.054562176675505,1.510022382056006,0.26153080840375786,Iris-setosa
+19,6.179366488622091,3.054601129189066,1.5100223820559524,0.26153080840375564,Iris-setosa
+20,6.179366488622118,3.0545670113907284,1.5100223820574796,0.26153080840415455,Iris-setosa
+21,6.179366488622078,3.0540000000005176,4.8994912936645045,1.665427475134869,Iris-versicolor
+22,6.179366488622078,3.054000000076252,4.8994912936645045,1.665427475134869,Iris-versicolor
+23,6.179366488622078,3.0540000008394714,4.899491293664508,1.6654274751348739,Iris-versicolor
+24,6.179366488622151,3.066310095062315,1.5100223820607839,0.26153080840398685,Iris-setosa
+25,6.179366488622087,3.0540004039530757,4.8994912936650445,1.6654274751354456,Iris-versicolor
+26,6.179366488622078,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+27,6.179366488622078,3.0540000000005154,4.8994912936645045,1.665427475134869,Iris-versicolor
+28,6.179366488622134,3.0574015997594977,1.5100223820591137,0.2615308084040867,Iris-setosa
+29,6.17936648862209,3.0540520838166167,4.899491293666087,1.6654274751355533,Iris-versicolor
+30,6.179366488622078,3.0540000039745765,4.899491293664514,1.6654274751348805,Iris-versicolor
+31,6.179366488622078,3.054000003629449,4.899491293664515,1.6654274751348825,Iris-versicolor
+0,6.179366488622079,3.054000424447267,4.899491293664592,1.6654274751349418,Iris-versicolor
+1,6.179366488622157,3.0642915187724253,1.5100223820609657,0.2615308084040814,Iris-setosa
+2,6.179366488622079,3.054000330837702,4.8994912936646315,1.6654274751349847,Iris-versicolor
+3,6.179366488622078,3.0540000000000624,4.8994912936645045,1.665427475134869,Iris-virginica
+4,6.179366488622131,3.066453808643877,1.5100223820596794,0.2615308084038624,Iris-setosa
+5,6.179366488622078,3.054000001171495,4.899491293664511,1.6654274751348748,Iris-versicolor
+6,6.179366488622101,3.0553595164471687,1.5100223820566925,0.2615308084038297,Iris-setosa
+7,6.179366488622141,3.0550681895752474,1.5100223820590215,0.2615308084043728,Iris-setosa
+8,6.179366488622143,3.064665679113729,1.5100223820604177,0.2615308084039633,Iris-setosa
+9,6.179366488622078,3.0540000000000007,4.8994912936645045,1.665427475134869,Iris-virginica
+10,6.179366488622094,3.056056381439635,1.510022382056211,0.26153080840369974,Iris-setosa
+11,6.179366488622078,3.054000000008717,4.8994912936645045,1.665427475134869,Iris-versicolor
+12,6.179366488622078,3.0540000000334926,4.8994912936645045,1.665427475134869,Iris-versicolor
+13,6.179366488622131,3.0683337715519,1.5100223820598053,0.2615308084038702,Iris-setosa
+14,6.17936648862212,3.055816872286708,1.510022382058026,0.2615308084040424,Iris-setosa
+15,6.179366488622153,3.0672778547346478,1.5100223820607834,0.26153080840397525,Iris-setosa
+16,6.179366488622078,3.054000000000927,4.8994912936645045,1.665427475134869,Iris-versicolor
+17,6.179366488622078,3.054000000000883,4.8994912936645045,1.665427475134869,Iris-virginica
+18,6.179366488622125,3.0636497533035874,1.5100223820590013,0.2615308084038779,Iris-setosa
+19,6.179366488622099,3.0555245875174317,1.5100223820566447,0.26153080840380616,Iris-setosa
+20,6.179366488622129,3.0686285849890766,1.510022382059767,0.26153080840386383,Iris-setosa
+21,6.179366488622334,3.0544676496137977,1.5100223820670295,0.2615308084071411,Iris-setosa
+22,6.179366488622096,3.055133273367644,1.5100223820562602,0.26153080840376447,Iris-setosa
+23,6.179366488622144,3.065380463729465,1.5100223820605496,0.26153080840396575,Iris-setosa
+24,6.179366488622137,3.065313806147938,1.510022382060034,0.26153080840393933,Iris-setosa
+25,6.17936648862213,3.056402434134473,1.5100223820587007,0.26153080840409876,Iris-setosa
+26,6.179366488622111,3.0547025563315477,1.5100223820571812,0.26153080840404097,Iris-setosa
+27,6.179366488622078,3.0540000024327263,4.899491293664508,1.665427475134873,Iris-versicolor
+28,6.179366488622125,3.0692016474838013,1.5100223820595045,0.26153080840383275,Iris-setosa
+29,6.179366488622138,3.0647103420840707,1.5100223820598322,0.26153080840394877,Iris-setosa
+30,6.1793664886221205,3.0577776251832973,1.5100223820581826,0.26153080840391496,Iris-setosa
+31,6.179366488622078,3.054000000000014,4.8994912936645045,1.665427475134869,Iris-virginica
+0,6.179366488622183,3.0542187678075505,1.5100223820605083,0.2615308084055071,Iris-setosa
+1,6.179366488622127,3.0692323001991406,1.510022382059536,0.26153080840383897,Iris-setosa
+2,6.179366488622137,3.065913606858141,1.5100223820601053,0.2615308084039047,Iris-setosa
+3,6.179366488622078,3.054000000000001,4.8994912936645045,1.665427475134869,Iris-virginica
+4,6.179366488622078,3.0540000001548107,4.8994912936645045,1.6654274751348692,Iris-versicolor
+5,6.179366488622144,3.0639591493193117,1.5100223820605294,0.2615308084039948,Iris-setosa
+6,6.179366488622083,3.054000443125837,4.899491293664887,1.6654274751352651,Iris-versicolor
+7,6.179366488622078,3.054000000000001,4.8994912936645045,1.665427475134869,Iris-virginica
+8,6.17936648862213,3.068304686890381,1.510022382059762,0.2615308084038658,Iris-setosa
+9,6.179366488622096,3.054365642123368,1.5100223820561918,0.2615308084038512,Iris-setosa
+10,6.179366488622078,3.0540000201976207,4.899491293664524,1.6654274751348919,Iris-versicolor
+11,6.179366488622078,3.054000000000004,4.8994912936645045,1.665427475134869,Iris-virginica
+12,6.179366488622078,3.0540000000013814,4.8994912936645045,1.665427475134869,Iris-versicolor
+13,6.179366488622149,3.0669130383198056,1.5100223820606524,0.2615308084039621,Iris-setosa
+14,6.179366488622118,3.057193204561561,1.510022382058075,0.26153080840394427,Iris-setosa
+15,6.179366488622078,3.0540000000001135,4.8994912936645045,1.665427475134869,Iris-versicolor
+16,6.179366488622078,3.0540000058844274,4.899491293664505,1.6654274751348699,Iris-versicolor
+17,6.179366488622263,3.058975842884753,1.5100223820658312,0.26153080840499526,Iris-setosa
+18,6.179366488622144,3.0617373877064025,1.5100223820599845,0.2615308084040327,Iris-setosa
+19,6.179366488622198,3.060271456610863,1.510022382062924,0.2615308084044212,Iris-setosa
+20,6.179366488622177,3.062080585424399,1.5100223820620837,0.2615308084042319,Iris-setosa
+21,6.179366488622078,3.054000000002932,4.8994912936645045,1.665427475134869,Iris-versicolor
+22,6.179366488622538,3.0575065993962616,1.5100223820773988,0.26153080840727083,Iris-setosa
+23,6.179366488622128,3.0693973612074568,1.510022382059532,0.2615308084038383,Iris-setosa

iris/lct_gan/3/16/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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

iris/lct_gan/3/16/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
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/lct_gan/3/16/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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

iris/lct_gan/3/17/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488622078,3.0540000000000203,4.8994912936645045,1.665427475134869,Iris-virginica
+1,6.179366488622124,3.058767235782212,1.5100223820586718,0.26153080840395154,Iris-setosa
+2,6.179366488622145,3.065946056234737,1.5100223820604917,0.2615308084039817,Iris-setosa
+3,6.179366488622078,3.0540000002851055,4.8994912936645045,1.6654274751348692,Iris-versicolor
+4,6.17936648862213,3.0646042980172084,1.510022382059447,0.2615308084039029,Iris-setosa
+5,6.179366488622155,3.0622461640192684,1.5100223820606606,0.2615308084040671,Iris-setosa
+6,6.17936648862215,3.067203954966148,1.5100223820606995,0.2615308084039686,Iris-setosa
+7,6.179366488622078,3.0540000000000025,4.8994912936645045,1.665427475134869,Iris-virginica
+8,6.179366488622082,3.054191173823479,1.5100223820551708,0.26153080840358967,Iris-setosa
+9,6.179366488622078,3.0540000000000007,4.8994912936645045,1.665427475134869,Iris-virginica
+10,6.179366488622223,3.057247443084384,1.5100223820642673,0.26153080840481624,Iris-setosa
+11,6.179366488622078,3.054000000000018,4.8994912936645045,1.665427475134869,Iris-virginica
+12,6.179366488622141,3.0628773290257034,1.5100223820598162,0.26153080840398646,Iris-setosa
+13,6.179366488622078,3.0540000014176982,4.899491293664505,1.6654274751348694,Iris-versicolor
+14,6.179366488622132,3.068208742603439,1.5100223820599228,0.26153080840388016,Iris-setosa
+15,6.179366488622129,3.069085078620377,1.510022382059688,0.26153080840385484,Iris-setosa
+16,6.179366488622132,3.0679818046458545,1.510022382059817,0.26153080840388354,Iris-setosa
+17,6.179366488622078,3.0540000006226786,4.899491293664507,1.6654274751348719,Iris-versicolor
+18,6.1793664886221356,3.067494095635138,1.5100223820600829,0.2615308084039019,Iris-setosa
+19,6.179366488622149,3.0637739611971733,1.5100223820603147,0.26153080840402515,Iris-setosa
+20,6.179366488622156,3.067900360831972,1.5100223820609624,0.2615308084040099,Iris-setosa
+21,6.179366488622131,3.067235263720432,1.5100223820597856,0.2615308084038825,Iris-setosa
+22,6.179366488622246,3.060054921096565,1.5100223820654068,0.2615308084047626,Iris-setosa
+23,6.17936648862213,3.0671584347179217,1.5100223820597862,0.2615308084038687,Iris-setosa
+24,6.179366488622078,3.0540000000003826,4.8994912936645045,1.665427475134869,Iris-versicolor
+25,6.179366488622202,3.0630053137717153,1.5100223820631997,0.2615308084043515,Iris-setosa
+26,6.179366488622078,3.0540000000000145,4.8994912936645045,1.665427475134869,Iris-virginica
+27,6.179366488622143,3.0663725829730057,1.510022382060217,0.26153080840391973,Iris-setosa
+28,6.17936648862208,3.054000206253946,4.89949129366463,1.6654274751350036,Iris-versicolor
+29,6.179366488622131,3.067317588155915,1.5100223820597356,0.2615308084038641,Iris-setosa
+30,6.179366488622143,3.067988187945031,1.510022382060286,0.26153080840392307,Iris-setosa
+31,6.1793664886221,3.0540068616740084,4.899491293666585,1.6654274751364253,Iris-versicolor
+0,6.179366488622158,3.0571571858098863,1.5100223820602796,0.26153080840427884,Iris-setosa
+1,6.179366488622078,3.0540000004316963,4.899491293664506,1.6654274751348708,Iris-versicolor
+2,6.179366488622078,3.054006221448829,4.89949129366455,1.6654274751348828,Iris-versicolor
+3,6.1793664886222315,3.0548319865265556,1.5100223820636902,0.26153080840548454,Iris-setosa
+4,6.179366488622177,3.0650259064757837,1.5100223820623606,0.2615308084041637,Iris-setosa
+5,6.179366488622078,3.0540000000001495,4.8994912936645045,1.665427475134869,Iris-versicolor
+6,6.179366488622089,3.0541203568594564,4.899491293666362,1.6654274751355087,Iris-versicolor
+7,6.179366488622078,3.054000000000001,4.8994912936645045,1.665427475134869,Iris-virginica
+8,6.179366488622078,3.0540000000000327,4.8994912936645045,1.665427475134869,Iris-virginica
+9,5.1089477161730565,3.054090233981091,4.899491293670456,1.6654274751375857,Iris-versicolor
+10,6.179366488622082,3.0540002839428877,4.899491293664836,1.6654274751352214,Iris-versicolor
+11,6.179366488622151,3.066302258817992,1.5100223820607508,0.2615308084039766,Iris-setosa
+12,6.179366488622078,3.054000000001333,4.8994912936645045,1.665427475134869,Iris-versicolor
+13,6.179366488622137,3.066780015355692,1.5100223820602026,0.26153080840392773,Iris-setosa
+14,5.108947716173051,3.054237792559614,1.510022382057765,0.2615308084044158,Iris-setosa
+15,6.179366488622133,3.067510530416889,1.5100223820599252,0.26153080840388704,Iris-setosa
+16,6.1793664886221356,3.067689378707462,1.5100223820598961,0.26153080840388115,Iris-setosa
+17,6.17936648862229,3.0554728431500306,1.5100223820664276,0.26153080840581117,Iris-setosa
+18,6.179366488622078,3.0540000000000194,4.8994912936645045,1.665427475134869,Iris-virginica
+19,6.179366488622136,3.06814714094904,1.510022382060084,0.2615308084039083,Iris-setosa
+20,6.179366488622078,3.0540000160185503,4.899491293664508,1.6654274751348719,Iris-versicolor
+21,6.179366488622135,3.0652516289501706,1.5100223820599004,0.2615308084039134,Iris-setosa
+22,6.179366488622135,3.0680596631867814,1.5100223820600607,0.2615308084039013,Iris-setosa
+23,6.179366488622131,3.068270310449696,1.5100223820597956,0.2615308084038664,Iris-setosa
+24,6.179366488622127,3.0691114908287735,1.5100223820595629,0.26153080840383985,Iris-setosa
+25,6.179366488622079,3.054000014933409,4.8994912936645445,1.6654274751349216,Iris-versicolor
+26,6.179366488622127,3.069121673519137,1.5100223820595535,0.26153080840383963,Iris-setosa
+27,6.179366488622129,3.062475050774748,1.5100223820592238,0.2615308084039192,Iris-setosa
+28,6.1793664886221435,3.0576880392419032,1.5100223820596683,0.2615308084041604,Iris-setosa
+29,6.179366488622154,3.0557073886438832,1.51002238205968,0.26153080840435755,Iris-setosa
+30,6.179366488622127,3.0686981202874457,1.5100223820595389,0.2615308084038397,Iris-setosa
+31,6.179366488622327,3.0583124220935822,1.510022382068526,0.2615308084054816,Iris-setosa
+0,6.179366488622078,3.0540009786374447,4.899491293664529,1.6654274751348805,Iris-versicolor
+1,6.179366488622079,3.0540156524826663,4.8994912936646084,1.6654274751348983,Iris-versicolor
+2,6.179366488622127,3.068276878888697,1.5100223820596048,0.26153080840384535,Iris-setosa
+3,6.179366488622154,3.064610033326998,1.510022382061139,0.2615308084040303,Iris-setosa
+4,6.1793664886221435,3.0560922220948474,1.510022382059522,0.261530808404252,Iris-setosa
+5,6.17936648862213,3.0663402857330486,1.510022382059667,0.26153080840388454,Iris-setosa
+6,6.179366488622078,3.0540000000039527,4.8994912936645045,1.665427475134869,Iris-versicolor
+7,6.179366488622134,3.065399601552658,1.5100223820598933,0.2615308084038864,Iris-setosa
+8,6.179366488622131,3.0679462030625024,1.5100223820597887,0.2615308084038804,Iris-setosa
+9,6.179366488622102,3.0546294310814184,1.5100223820567038,0.2615308084039208,Iris-setosa
+10,6.1793664886223425,3.054275041811942,1.5100223820674048,0.2615308084077838,Iris-setosa
+11,6.179366488622078,3.0540000040824657,4.899491293664508,1.6654274751348728,Iris-versicolor
+12,6.1793664886221285,3.068489540150923,1.5100223820596161,0.2615308084038492,Iris-setosa
+13,6.179366488622174,3.0603271040075057,1.5100223820615055,0.2615308084042767,Iris-setosa
+14,6.179366488622131,3.0676023662096323,1.5100223820597463,0.2615308084038646,Iris-setosa
+15,6.179366488622078,3.0540000000931635,4.8994912936645045,1.6654274751348692,Iris-versicolor
+16,6.179366488622139,3.06811029168426,1.5100223820602399,0.2615308084039179,Iris-setosa
+17,6.179366488622078,3.0540000000000234,4.8994912936645045,1.665427475134869,Iris-virginica
+18,6.179366488622078,3.0540000000000096,4.8994912936645045,1.665427475134869,Iris-virginica
+19,6.17936648862208,3.054000123638827,4.899491293664637,1.6654274751350082,Iris-versicolor
+20,6.179366488622145,3.0665223852399355,1.5100223820604948,0.26153080840397724,Iris-setosa
+21,6.17936648862216,3.0669174510872814,1.510022382061219,0.2615308084040432,Iris-setosa
+22,6.17936648862213,3.0676729012630553,1.5100223820597878,0.2615308084038675,Iris-setosa
+23,6.179366488622136,3.065723637298789,1.5100223820598953,0.2615308084039251,Iris-setosa
+24,6.179366488622133,3.0681369550388533,1.5100223820599405,0.261530808403882,Iris-setosa
+25,6.17936648862209,3.0551254789810205,1.5100223820558942,0.261530808403678,Iris-setosa
+26,6.179366488622113,3.0540591616951387,4.899491293668413,1.6654274751367302,Iris-versicolor
+27,5.108947716173065,3.0540493881424062,4.899491293671578,1.665427475138655,Iris-versicolor
+28,6.179366488622139,3.065810342303518,1.5100223820602208,0.26153080840391624,Iris-setosa
+29,6.179366488622078,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+30,6.1793664886221285,3.0694627622530426,1.5100223820595822,0.2615308084038434,Iris-setosa
+31,6.179366488622158,3.0652241372961004,1.5100223820608356,0.26153080840406123,Iris-setosa
+0,6.179366488622078,3.0540000028517063,4.899491293664506,1.6654274751348708,Iris-versicolor
+1,6.179366488622127,3.0619233872239464,1.5100223820589112,0.26153080840390003,Iris-setosa
+2,6.17936648862213,3.067758936544592,1.5100223820598784,0.2615308084038739,Iris-setosa
+3,6.1793664886221356,3.064098554777646,1.510022382059642,0.26153080840393506,Iris-setosa
+4,6.179366488622078,3.0540000027006986,4.899491293664507,1.6654274751348717,Iris-versicolor
+5,6.1793664886221915,3.064043183480829,1.510022382063103,0.26153080840427945,Iris-setosa
+6,6.179366488622078,3.0540000000042133,4.8994912936645045,1.665427475134869,Iris-versicolor
+7,6.179366488622078,3.054000000016956,4.8994912936645045,1.665427475134869,Iris-versicolor
+8,6.179366488622096,3.055516066658235,1.5100223820563519,0.26153080840373727,Iris-setosa
+9,6.179366488622078,3.054000000282877,4.899491293664507,1.6654274751348723,Iris-versicolor
+10,6.179366488622132,3.06237467279148,1.5100223820593615,0.2615308084039383,Iris-setosa
+11,6.179366488622078,3.0540000000144496,4.8994912936645045,1.665427475134869,Iris-versicolor
+12,6.179366488622131,3.0654949912250817,1.5100223820595897,0.26153080840389265,Iris-setosa
+13,6.17936648862214,3.0675829329676754,1.510022382060319,0.26153080840393395,Iris-setosa
+14,6.179366488622134,3.056337994004826,1.5100223820588377,0.26153080840411336,Iris-setosa
+15,6.179366488622078,3.054000000000111,4.8994912936645045,1.665427475134869,Iris-versicolor
+16,6.179366488622095,3.0544544262533604,1.5100223820561434,0.26153080840381804,Iris-setosa
+17,6.179366488622148,3.067803861125556,1.5100223820604721,0.2615308084039469,Iris-setosa
+18,6.179366488622078,3.054000000000507,4.8994912936645045,1.665427475134869,Iris-versicolor
+19,6.179366488622078,3.0540000000000393,4.8994912936645045,1.665427475134869,Iris-versicolor
+20,5.108947716173134,3.0542988261164856,1.5100223820643572,0.26153080840659537,Iris-setosa
+21,6.179366488622078,3.0540000002699905,4.899491293664505,1.6654274751348694,Iris-versicolor
+22,6.179366488622106,3.0540050084500674,4.89949129366668,1.6654274751365945,Iris-versicolor
+23,6.17936648862228,3.054855464218419,1.510022382065492,0.26153080840609544,Iris-setosa

iris/lct_gan/3/17/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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

iris/lct_gan/3/17/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
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/lct_gan/3/17/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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

iris/lct_gan/3/18/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488622133,3.0672376689282426,1.5100223820597753,0.2615308084038909,Iris-setosa
+1,6.1793664886220805,3.054020144687642,4.899491293664968,1.6654274751350528,Iris-versicolor
+2,6.179366488622078,3.0540000000003285,4.8994912936645045,1.665427475134869,Iris-versicolor
+3,6.179366488622351,3.054600409810165,1.5100223820679308,0.261530808407184,Iris-setosa
+4,6.179366488622078,3.0540000019057647,4.899491293664511,1.665427475134876,Iris-versicolor
+5,6.179366488622285,3.0624241155891245,1.5100223820673229,0.26153080840489423,Iris-setosa
+6,5.108947716173073,3.0543530847883575,1.5100223820599135,0.26153080840485615,Iris-setosa
+7,6.179366488622113,3.0574447172147803,1.510022382057677,0.26153080840387016,Iris-setosa
+8,6.179366488622078,3.054000000000025,4.8994912936645045,1.665427475134869,Iris-virginica
+9,6.179366488622136,3.0671624570818543,1.5100223820600538,0.2615308084039183,Iris-setosa
+10,6.179366488622143,3.0677445600347193,1.510022382060253,0.26153080840392084,Iris-setosa
+11,6.179366488622158,3.062122303061615,1.5100223820612573,0.2615308084041137,Iris-setosa
+12,6.179366488622159,3.065376701366243,1.5100223820610763,0.2615308084040677,Iris-setosa
+13,6.179366488622134,3.0680805984761865,1.5100223820600018,0.26153080840389653,Iris-setosa
+14,6.179366488622131,3.0676907004448197,1.5100223820597427,0.26153080840386483,Iris-setosa
+15,6.179366488622078,3.0540000000000007,4.8994912936645045,1.665427475134869,Iris-virginica
+16,6.179366488622149,3.0652789475387525,1.5100223820606222,0.2615308084040177,Iris-setosa
+17,6.179366488622096,3.0542090377287177,1.5100223820561116,0.26153080840389664,Iris-setosa
+18,6.179366488622133,3.0692845257288477,1.510022382059861,0.26153080840387294,Iris-setosa
+19,6.179366488622129,3.0556902758881432,1.510022382058464,0.2615308084041367,Iris-setosa
+20,6.179366488622078,3.0540000029589436,4.8994912936645045,1.6654274751348692,Iris-versicolor
+21,6.179366488622139,3.068859972742102,1.5100223820602527,0.26153080840391896,Iris-setosa
+22,6.17936648862208,3.0540000150061317,4.899491293664596,1.6654274751349782,Iris-versicolor
+23,6.179366488622078,3.0540000000000007,4.8994912936645045,1.665427475134869,Iris-virginica
+24,6.179366488622178,3.0615692775256678,1.510022382062062,0.26153080840428033,Iris-setosa
+25,6.1793664886221435,3.064911292044945,1.5100223820604421,0.2615308084039601,Iris-setosa
+26,6.179366488622078,3.0540000000003715,4.8994912936645045,1.665427475134869,Iris-virginica
+27,6.179366488622078,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+28,6.179366488622083,3.054001897540922,4.899491293664997,1.6654274751352802,Iris-versicolor
+29,6.179366488622093,3.0540981170134676,4.8994912936665544,1.6654274751356697,Iris-versicolor
+30,6.179366488622111,3.057561025272538,1.5100223820575969,0.26153080840385445,Iris-setosa
+31,6.179366488622206,3.054010021577368,4.899491293673601,1.6654274751418674,Iris-versicolor
+0,6.1793664886221356,3.068726889406307,1.5100223820599359,0.26153080840388293,Iris-setosa
+1,6.179366488622135,3.0664582020924147,1.510022382059987,0.2615308084038998,Iris-setosa
+2,6.179366488622113,3.0594390876800124,1.5100223820578438,0.26153080840383686,Iris-setosa
+3,6.179366488622131,3.068293388531334,1.5100223820598129,0.26153080840387344,Iris-setosa
+4,6.179366488622145,3.065818864370149,1.5100223820605108,0.2615308084039509,Iris-setosa
+5,6.179366488622192,3.058052546553734,1.510022382062222,0.2615308084045263,Iris-setosa
+6,6.179366488622162,3.066492869122129,1.5100223820613679,0.26153080840404386,Iris-setosa
+7,6.179366488622078,3.0540000000000016,4.8994912936645045,1.665427475134869,Iris-virginica
+8,6.17936648862208,3.054000509798813,4.89949129366465,1.6654274751349942,Iris-versicolor
+9,6.179366488622086,3.054000256362049,4.899491293665015,1.6654274751353715,Iris-versicolor
+10,6.179366488622126,3.069288679300569,1.510022382059527,0.2615308084038368,Iris-setosa
+11,6.179366488622078,3.054000000001664,4.8994912936645045,1.665427475134869,Iris-versicolor
+12,6.17936648862215,3.0666575059187595,1.5100223820607879,0.26153080840400905,Iris-setosa
+13,6.179366488622136,3.0662073658032725,1.5100223820599212,0.26153080840392817,Iris-setosa
+14,6.179366488622078,3.0540000000101446,4.8994912936645045,1.665427475134869,Iris-versicolor
+15,6.1793664886221285,3.0690227283571216,1.5100223820596559,0.26153080840385085,Iris-setosa
+16,6.179366488622159,3.066755323337755,1.5100223820612109,0.26153080840402937,Iris-setosa
+17,6.179366488622084,3.054000675774363,4.8994912936649895,1.6654274751353206,Iris-versicolor
+18,6.179366488622158,3.0664187962881413,1.5100223820612928,0.2615308084040424,Iris-setosa
+19,6.179366488622078,3.0540000000000047,4.8994912936645045,1.665427475134869,Iris-virginica
+20,6.179366488622126,3.0692831830626397,1.5100223820594982,0.26153080840383286,Iris-setosa
+21,6.1793664886220965,3.0546253946307598,1.510022382056314,0.26153080840382564,Iris-setosa
+22,6.179366488622137,3.0666718711592518,1.5100223820601333,0.2615308084039282,Iris-setosa
+23,6.179366488622083,3.0540003646715883,4.899491293664906,1.6654274751352844,Iris-versicolor
+24,6.179366488622138,3.0680723026021246,1.5100223820600007,0.261530808403893,Iris-setosa
+25,6.179366488622078,3.0540000001299283,4.899491293664505,1.6654274751348705,Iris-versicolor
+26,6.179366488622136,3.067415502169602,1.5100223820600929,0.2615308084039036,Iris-setosa
+27,5.108947716173045,3.0541251458682854,1.510022382056983,0.2615308084043181,Iris-setosa
+28,6.179366488622094,3.0553457863167712,1.5100223820561887,0.2615308084037296,Iris-setosa
+29,6.179366488622168,3.054813290724694,1.5100223820607168,0.26153080840475285,Iris-setosa
+30,6.179366488622082,3.0540587396216172,4.899491293665225,1.6654274751350966,Iris-versicolor
+31,6.179366488622078,3.054000000000435,4.8994912936645045,1.665427475134869,Iris-versicolor
+0,6.179366488622151,3.0613972423806475,1.5100223820604928,0.2615308084040828,Iris-setosa
+1,6.179366488622135,3.0676122478465415,1.5100223820599423,0.26153080840389936,Iris-setosa
+2,6.179366488622078,3.054000000000325,4.8994912936645045,1.665427475134869,Iris-versicolor
+3,6.179366488622115,3.061664387878442,1.5100223820581151,0.26153080840383025,Iris-setosa
+4,6.179366488622126,3.069360577949049,1.5100223820595173,0.2615308084038356,Iris-setosa
+5,6.179366488622078,3.054000002603794,4.899491293664505,1.6654274751348697,Iris-versicolor
+6,6.1793664886220965,3.0540011736112502,4.8994912936658,1.665427475136081,Iris-versicolor
+7,6.179366488622078,3.0540000000000034,4.8994912936645045,1.665427475134869,Iris-virginica
+8,6.179366488622078,3.054000000000007,4.8994912936645045,1.665427475134869,Iris-virginica
+9,6.179366488622078,3.0540000000000007,4.8994912936645045,1.665427475134869,Iris-virginica
+10,6.17936648862213,3.068065542583652,1.510022382059707,0.26153080840387133,Iris-setosa
+11,6.179366488622151,3.057123108611505,1.5100223820601861,0.26153080840423987,Iris-setosa
+12,6.179366488622078,3.054000000000081,4.8994912936645045,1.665427475134869,Iris-virginica
+13,6.179366488622119,3.054801810697194,1.5100223820575818,0.26153080840410486,Iris-setosa
+14,6.179366488622083,3.054009228457759,4.899491293665094,1.6654274751351623,Iris-versicolor
+15,6.179366488622078,3.0540000000905354,4.8994912936645045,1.6654274751348692,Iris-versicolor
+16,6.179366488622083,3.054002359717002,4.899491293665026,1.665427475135255,Iris-versicolor
+17,6.179366488622104,3.054308409240582,1.5100223820566434,0.2615308084040254,Iris-setosa
+18,6.179366488622142,3.0679118459407557,1.510022382060247,0.26153080840393383,Iris-setosa
+19,5.108947716173033,3.054043877918371,4.899491293666265,1.6654274751356624,Iris-versicolor
+20,6.179366488622149,3.0565682350983714,1.5100223820599996,0.26153080840428555,Iris-setosa
+21,6.1793664886221515,3.065519845844082,1.5100223820606744,0.2615308084040266,Iris-setosa
+22,6.179366488622078,3.054000046275333,4.899491293664536,1.665427475134904,Iris-versicolor
+23,6.179366488622078,3.054000000088683,4.899491293664505,1.6654274751348697,Iris-versicolor
+24,6.179366488622131,3.0690848725517026,1.5100223820597936,0.2615308084038665,Iris-setosa
+25,6.179366488622078,3.0540000000001393,4.8994912936645045,1.665427475134869,Iris-versicolor
+26,6.1793664886221285,3.0686159826016985,1.510022382059646,0.2615308084038537,Iris-setosa
+27,6.179366488622078,3.054001931518663,4.899491293664569,1.6654274751349012,Iris-versicolor
+28,6.179366488622078,3.054000000000002,4.8994912936645045,1.665427475134869,Iris-virginica
+29,6.1793664886222075,3.0567213547892274,1.510022382063233,0.26153080840479276,Iris-setosa
+30,6.179366488622103,3.054214929904261,1.5100223820564953,0.2615308084040221,Iris-setosa
+31,6.179366488622103,3.054523698733674,1.5100223820565952,0.2615308084039334,Iris-setosa
+0,6.179366488622132,3.068466996559909,1.51002238205979,0.2615308084038672,Iris-setosa
+1,6.179366488622079,3.054000071846736,4.899491293664554,1.6654274751349227,Iris-versicolor
+2,6.179366488622078,3.054000000002221,4.8994912936645045,1.665427475134869,Iris-versicolor
+3,6.179366488622145,3.064868742083473,1.5100223820605567,0.2615308084039959,Iris-setosa
+4,6.179366488622078,3.054000000000001,4.8994912936645045,1.665427475134869,Iris-virginica
+5,6.179366488622078,3.0540000000000065,4.8994912936645045,1.665427475134869,Iris-virginica
+6,6.179366488622078,3.0540000000004897,4.8994912936645045,1.665427475134869,Iris-versicolor
+7,6.179366488622078,3.0540000000006304,4.8994912936645045,1.665427475134869,Iris-versicolor
+8,6.1793664886221835,3.0629465600507952,1.5100223820624425,0.26153080840426496,Iris-setosa
+9,6.179366488622078,3.054000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+10,6.17936648862213,3.0681505942092504,1.5100223820598195,0.2615308084038763,Iris-setosa
+11,6.179366488622137,3.065682941955388,1.510022382060106,0.26153080840394166,Iris-setosa
+12,6.179366488622113,3.054677489908563,1.5100223820572911,0.2615308084040654,Iris-setosa
+13,6.179366488622078,3.054000000007061,4.8994912936645045,1.665427475134869,Iris-versicolor
+14,6.179366488622173,3.057144701751005,1.510022382061729,0.26153080840443993,Iris-setosa
+15,6.179366488622093,3.0543620432667846,1.5100223820559229,0.2615308084037825,Iris-setosa
+16,6.1793664886222635,3.05736026025025,1.5100223820657608,0.2615308084051224,Iris-setosa
+17,6.179366488622078,3.0540000000044287,4.8994912936645045,1.665427475134869,Iris-versicolor
+18,5.108947716173046,3.0543119723520986,1.5100223820571415,0.26153080840412296,Iris-setosa
+19,6.179366488622101,3.054003526442795,4.899491293666273,1.6654274751363085,Iris-versicolor
+20,6.179366488622126,3.0692678921230234,1.5100223820595091,0.26153080840383447,Iris-setosa
+21,6.179366488622078,3.0540000000001233,4.8994912936645045,1.665427475134869,Iris-versicolor
+22,6.179366488622086,3.0543454700326427,1.5100223820554581,0.2615308084036529,Iris-setosa
+23,6.179366488622078,3.0540000000027816,4.8994912936645045,1.665427475134869,Iris-versicolor

iris/lct_gan/3/18/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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

iris/lct_gan/3/18/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
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/lct_gan/3/18/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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

iris/lct_gan/3/19/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488622098,3.054015349094526,4.899491293666717,1.6654274751361875,Iris-versicolor
+1,6.179366488622078,3.054000000020542,4.8994912936645045,1.665427475134869,Iris-versicolor
+2,6.179366488622105,3.054262542006114,1.5100223820566558,0.2615308084040608,Iris-setosa
+3,6.179366488622093,3.0545817436407376,1.5100223820560015,0.261530808403752,Iris-setosa
+4,6.179366488622081,3.054001098767069,4.899491293664839,1.6654274751351494,Iris-versicolor
+5,6.179366488622078,3.0540000000054817,4.8994912936645045,1.665427475134869,Iris-versicolor
+6,6.179366488622078,3.054000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+7,6.1793664886220805,3.0540480214721666,4.899491293665014,1.6654274751350404,Iris-versicolor
+8,6.1793664886221675,3.0666884669321552,1.5100223820615946,0.26153080840407256,Iris-setosa
+9,6.179366488622171,3.057947200383515,1.510022382061667,0.26153080840433335,Iris-setosa
+10,6.179366488622212,3.0618077706231865,1.5100223820636196,0.2615308084044885,Iris-setosa
+11,6.1793664886221595,3.0605830396913873,1.5100223820610275,0.2615308084041887,Iris-setosa
+12,6.179366488622119,3.057485315158534,1.5100223820581502,0.2615308084039312,Iris-setosa
+13,6.179366488622189,3.064942392315687,1.510022382062499,0.261530808404262,Iris-setosa
+14,6.17936648862213,3.069649793723871,1.5100223820596073,0.26153080840384746,Iris-setosa
+15,6.1793664886223345,3.056440278525811,1.51002238206832,0.26153080840590587,Iris-setosa
+16,5.1089477161731,3.0540467191292113,4.899491293676094,1.6654274751412417,Iris-versicolor
+17,6.179366488622078,3.0540000093742234,4.899491293664522,1.665427475134887,Iris-versicolor
+18,6.179366488622078,3.0540000000005225,4.8994912936645045,1.665427475134869,Iris-versicolor
+19,6.179366488622078,3.054000001192215,4.899491293664507,1.6654274751348723,Iris-versicolor
+20,6.179366488622078,3.054000000531323,4.8994912936645045,1.6654274751348694,Iris-versicolor
+21,6.179366488622079,3.0540000843273822,4.899491293664555,1.665427475134917,Iris-versicolor
+22,6.1793664886221835,3.064709762515924,1.5100223820625758,0.26153080840422294,Iris-setosa
+23,6.179366488622134,3.066083084658712,1.5100223820599465,0.2615308084038866,Iris-setosa
+24,6.179366488622171,3.057287443952203,1.5100223820614884,0.2615308084044012,Iris-setosa
+25,6.179366488622082,3.054679015450657,1.5100223820552503,0.26153080840358145,Iris-setosa
+26,6.179366488622081,3.054000260428982,4.8994912936647514,1.6654274751350988,Iris-versicolor
+27,6.17936648862213,3.068515398549756,1.5100223820597927,0.26153080840386944,Iris-setosa
+28,6.179366488622078,3.0540000000000007,4.8994912936645045,1.665427475134869,Iris-virginica
+29,6.179366488622078,3.054000000000194,4.8994912936645045,1.665427475134869,Iris-versicolor
+30,6.179366488622138,3.057938522557945,1.5100223820594536,0.2615308084040881,Iris-setosa
+31,6.179366488622081,3.054200000930611,4.899491293665205,1.6654274751350406,Iris-versicolor
+0,6.179366488622131,3.068938510665691,1.5100223820598602,0.26153080840387266,Iris-setosa
+1,6.1793664886220885,3.0542946679162686,1.510022382055607,0.2615308084037136,Iris-setosa
+2,6.179366488622078,3.054000000000082,4.8994912936645045,1.665427475134869,Iris-versicolor
+3,6.179366488622104,3.055308943994735,1.5100223820569363,0.26153080840388226,Iris-setosa
+4,6.1793664886221285,3.068018653910634,1.5100223820596137,0.2615308084038492,Iris-setosa
+5,6.179366488622159,3.0596510224696645,1.5100223820609115,0.26153080840419746,Iris-setosa
+6,6.179366488622131,3.058553840400333,1.5100223820589447,0.26153080840401105,Iris-setosa
+7,6.179366488622157,3.064942807672859,1.51002238206129,0.2615308084040668,Iris-setosa
+8,6.179366488622107,3.054004450617691,4.899491293666927,1.6654274751368836,Iris-versicolor
+9,6.17936648862213,3.067327120442025,1.5100223820595937,0.2615308084038746,Iris-setosa
+10,6.179366488622181,3.0552624470333134,1.5100223820613734,0.2615308084047978,Iris-setosa
+11,6.179366488622078,3.054000000000001,4.8994912936645045,1.665427475134869,Iris-virginica
+12,6.179366488622087,3.0542569261819446,4.89949129366609,1.6654274751353004,Iris-versicolor
+13,6.179366488622161,3.0620948532652443,1.5100223820611978,0.26153080840412885,Iris-setosa
+14,5.108947716173094,3.0542356342719827,1.510022382061114,0.2615308084056216,Iris-setosa
+15,6.179366488622121,3.0591672923552697,1.510022382058497,0.26153080840392817,Iris-setosa
+16,6.179366488622113,3.0593634838201686,1.5100223820578897,0.2615308084038383,Iris-setosa
+17,6.179366488622081,3.054212112886115,4.899491293665167,1.665427475135017,Iris-versicolor
+18,6.179366488622078,3.0540000614990332,4.899491293664514,1.665427475134877,Iris-versicolor
+19,6.1793664886221435,3.065408385229911,1.5100223820601832,0.26153080840397025,Iris-setosa
+20,6.179366488622129,3.066094326670856,1.5100223820596825,0.26153080840385984,Iris-setosa
+21,6.1793664886221435,3.0540150063547395,4.899491293669835,1.6654274751386264,Iris-versicolor
+22,6.179366488622135,3.066316950065567,1.5100223820600798,0.2615308084039073,Iris-setosa
+23,6.179366488622195,3.059318002209819,1.5100223820629761,0.2615308084044709,Iris-setosa
+24,6.179366488622272,3.0584042747903966,1.5100223820667311,0.2615308084051013,Iris-setosa
+25,6.179366488622088,3.055344010785604,1.5100223820557335,0.2615308084036447,Iris-setosa
+26,6.179366488622078,3.0540000025273972,4.899491293664515,1.665427475134882,Iris-versicolor
+27,6.179366488622078,3.0540000000183096,4.8994912936645045,1.6654274751348692,Iris-versicolor
+28,6.179366488622078,3.0540000001973873,4.8994912936645045,1.6654274751348694,Iris-versicolor
+29,6.179366488622129,3.0680247023482146,1.5100223820596854,0.26153080840385606,Iris-setosa
+30,6.179366488622093,3.054003942142309,4.899491293665803,1.6654274751358846,Iris-versicolor
+31,6.179366488622078,3.0540000000000322,4.8994912936645045,1.665427475134869,Iris-versicolor
+0,6.179366488622078,3.0540000000006957,4.8994912936645045,1.665427475134869,Iris-versicolor
+1,6.179366488622078,3.054000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+2,6.1793664886221435,3.0581795947337187,1.5100223820598746,0.2615308084041095,Iris-setosa
+3,6.179366488622079,3.054082112354796,4.899491293664758,1.665427475134926,Iris-versicolor
+4,6.179366488622078,3.0540000001807797,4.899491293664505,1.6654274751348694,Iris-versicolor
+5,6.179366488622275,3.0572446855071895,1.5100223820663978,0.26153080840528264,Iris-setosa
+6,6.179366488622173,3.065035961983137,1.5100223820620091,0.2615308084041295,Iris-setosa
+7,6.179366488622078,3.0540000000059027,4.8994912936645045,1.665427475134869,Iris-versicolor
+8,6.179366488622318,3.0617887350293747,1.510022382068403,0.2615308084051216,Iris-setosa
+9,6.179366488622129,3.067867356035902,1.5100223820597722,0.2615308084038724,Iris-setosa
+10,6.179366488622078,3.0540000004408383,4.8994912936645045,1.6654274751348692,Iris-versicolor
+11,6.179366488622078,3.054000014004979,4.899491293664514,1.665427475134879,Iris-versicolor
+12,6.1793664886221356,3.0674817290997973,1.5100223820600167,0.2615308084039068,Iris-setosa
+13,6.179366488622137,3.0643079020370076,1.5100223820597762,0.26153080840394766,Iris-setosa
+14,6.179366488622079,3.0540004170327717,4.89949129366458,1.6654274751349285,Iris-versicolor
+15,6.179366488622078,3.054000094235256,4.899491293664525,1.665427475134887,Iris-versicolor
+16,6.179366488622112,3.0578463221202425,1.5100223820577068,0.2615308084038481,Iris-setosa
+17,6.179366488622078,3.0540000000004293,4.8994912936645045,1.665427475134869,Iris-versicolor
+18,6.179366488622078,3.054000000001509,4.8994912936645045,1.665427475134869,Iris-versicolor
+19,6.179366488622078,3.054000009301255,4.899491293664524,1.6654274751348914,Iris-versicolor
+20,5.108947716173072,3.0540780339269524,4.899491293672751,1.665427475138791,Iris-versicolor
+21,6.179366488622078,3.054000000000004,4.8994912936645045,1.665427475134869,Iris-virginica
+22,6.179366488622138,3.063382427495702,1.5100223820599805,0.2615308084039739,Iris-setosa
+23,6.179366488622078,3.0540000000000016,4.8994912936645045,1.665427475134869,Iris-virginica
+24,6.179366488622078,3.0540000000158645,4.8994912936645045,1.665427475134869,Iris-versicolor
+25,6.1793664886220805,3.054001511060752,4.899491293664813,1.665427475135111,Iris-versicolor
+26,6.179366488622078,3.0540002263405746,4.899491293664528,1.665427475134885,Iris-versicolor
+27,6.179366488622095,3.054073394004734,4.899491293666778,1.6654274751357931,Iris-versicolor
+28,6.179366488622238,3.0544234041639466,1.510022382063195,0.2615308084059624,Iris-setosa
+29,6.179366488622138,3.0681842622888666,1.5100223820602365,0.2615308084039216,Iris-setosa
+30,6.179366488622078,3.0540000000120036,4.8994912936645045,1.665427475134869,Iris-versicolor
+31,6.179366488622143,3.066535345027671,1.5100223820602672,0.26153080840392223,Iris-setosa
+0,6.179366488622167,3.0632815423903055,1.5100223820613596,0.26153080840413767,Iris-setosa
+1,6.1793664886220805,3.0540000652269463,4.899491293664651,1.6654274751350329,Iris-versicolor
+2,6.179366488622149,3.0621764572653225,1.5100223820606336,0.26153080840405896,Iris-setosa
+3,6.179366488622166,3.0662241153227257,1.5100223820616778,0.2615308084040861,Iris-setosa
+4,6.179366488622145,3.0673198822798313,1.5100223820604395,0.2615308084039389,Iris-setosa
+5,6.179366488622106,3.055654276757265,1.5100223820570438,0.26153080840385545,Iris-setosa
+6,6.179366488622174,3.0634078069458583,1.5100223820620249,0.26153080840417126,Iris-setosa
+7,6.17936648862214,3.0643905275259455,1.5100223820601815,0.2615308084039788,Iris-setosa
+8,6.179366488622078,3.0540000000010123,4.8994912936645045,1.665427475134869,Iris-versicolor
+9,6.179366488622078,3.0540000000425898,4.8994912936645045,1.665427475134869,Iris-versicolor
+10,5.108947716173071,3.054515148594211,1.5100223820598533,0.26153080840473714,Iris-setosa
+11,6.179366488622122,3.059016469806914,1.5100223820584833,0.2615308084039265,Iris-setosa
+12,6.179366488622227,3.0614364147477504,1.5100223820645875,0.26153080840458215,Iris-setosa
+13,6.179366488622135,3.0683854191233713,1.510022382059906,0.2615308084038798,Iris-setosa
+14,6.179366488622078,3.0540000109641365,4.899491293664527,1.6654274751348983,Iris-versicolor
+15,6.179366488622078,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+16,6.179366488622131,3.0637598599821705,1.5100223820593615,0.26153080840391324,Iris-setosa
+17,6.179366488622078,3.0540000001782865,4.899491293664505,1.66542747513487,Iris-versicolor
+18,6.179366488622079,3.0540000062404715,4.899491293664529,1.665427475134898,Iris-versicolor
+19,6.1793664886221285,3.0686836665018196,1.51002238205971,0.26153080840385734,Iris-setosa
+20,6.179366488622087,3.0541676284398673,1.5100223820555037,0.2615308084037012,Iris-setosa
+21,6.179366488622078,3.0540000405326384,4.899491293664507,1.6654274751348703,Iris-versicolor
+22,6.179366488622078,3.0540000000000744,4.8994912936645045,1.665427475134869,Iris-versicolor
+23,6.179366488622078,3.0540000001387395,4.8994912936645045,1.665427475134869,Iris-versicolor

iris/lct_gan/3/19/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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

iris/lct_gan/3/19/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
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/lct_gan/3/19/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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

iris/lct_gan/3/2/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488622134,3.065795485235056,1.510022382059848,0.2615308084039176,Iris-setosa
+1,6.1793664886221285,3.0686362851958764,1.5100223820597363,0.26153080840385906,Iris-setosa
+2,6.179366488622169,3.064600750577174,1.5100223820618321,0.2615308084041228,Iris-setosa
+3,6.179366488622088,3.0540005406489,4.899491293665191,1.6654274751354958,Iris-versicolor
+4,6.179366488622078,3.0540004977158297,4.899491293664532,1.6654274751348848,Iris-versicolor
+5,6.17936648862213,3.0691950532862156,1.5100223820597334,0.2615308084038597,Iris-setosa
+6,6.1793664886224455,3.054327899508624,1.5100223820713297,0.2615308084089653,Iris-setosa
+7,6.179366488622136,3.055254024781197,1.5100223820591143,0.2615308084042458,Iris-setosa
+8,6.179366488622078,3.0540000000000034,4.8994912936645045,1.665427475134869,Iris-virginica
+9,6.179366488622165,3.064384220697566,1.5100223820616865,0.2615308084040937,Iris-setosa
+10,6.179366488622133,3.0665029045055885,1.5100223820598502,0.26153080840390297,Iris-setosa
+11,6.179366488622078,3.054000000187852,4.8994912936645045,1.665427475134869,Iris-versicolor
+12,6.179366488622078,3.0540000000000305,4.8994912936645045,1.665427475134869,Iris-versicolor
+13,6.179366488622079,3.0540080025966065,4.89949129366459,1.6654274751348979,Iris-versicolor
+14,5.108947716173037,3.0540736079280157,4.899491293667163,1.6654274751359992,Iris-versicolor
+15,6.17936648862217,3.058584531753549,1.5100223820614096,0.2615308084043493,Iris-setosa
+16,6.1793664886220805,3.054004328191702,4.8994912936647905,1.6654274751350384,Iris-versicolor
+17,6.179366488622078,3.054000000000039,4.8994912936645045,1.665427475134869,Iris-virginica
+18,6.17936648862217,3.0657403328862065,1.5100223820618177,0.26153080840410364,Iris-setosa
+19,6.179366488622137,3.054008718769048,4.899491293669162,1.6654274751385152,Iris-versicolor
+20,6.179366488622095,3.0540663580373653,4.899491293666745,1.6654274751358131,Iris-versicolor
+21,6.179366488622133,3.067529414679018,1.5100223820599619,0.2615308084038855,Iris-setosa
+22,6.179366488622153,3.0661044956769716,1.5100223820608771,0.2615308084040298,Iris-setosa
+23,6.179366488622507,3.0606790697061177,1.5100223820764611,0.2615308084064451,Iris-setosa
+24,6.179366488622078,3.054000000000054,4.8994912936645045,1.665427475134869,Iris-versicolor
+25,6.179366488622081,3.0540016992293797,4.899491293664874,1.665427475135161,Iris-versicolor
+26,6.1793664886221285,3.0697655367026853,1.5100223820596037,0.26153080840384507,Iris-setosa
+27,6.17936648862209,3.0546674038128905,1.5100223820558172,0.261530808403706,Iris-setosa
+28,6.179366488622078,3.0540000006899777,4.8994912936645045,1.6654274751348692,Iris-versicolor
+29,6.17936648862208,3.054148919771291,4.899491293664913,1.6654274751349603,Iris-versicolor
+30,6.179366488622149,3.06538661761625,1.51002238206064,0.2615308084039711,Iris-setosa
+31,6.179366488622078,3.0540000000001353,4.8994912936645045,1.665427475134869,Iris-versicolor
+0,6.179366488622078,3.054000000000151,4.8994912936645045,1.665427475134869,Iris-virginica
+1,6.179366488622158,3.0605641135715587,1.5100223820608991,0.26153080840416787,Iris-setosa
+2,6.179366488622145,3.0652378263737545,1.5100223820604488,0.2615308084039715,Iris-setosa
+3,6.179366488622126,3.058289250637076,1.5100223820586272,0.2615308084039677,Iris-setosa
+4,6.179366488622148,3.064219432569253,1.510022382060658,0.26153080840400794,Iris-setosa
+5,6.179366488622078,3.054000000049026,4.8994912936645045,1.6654274751348692,Iris-versicolor
+6,6.179366488622146,3.0669012473278334,1.5100223820603917,0.2615308084039406,Iris-setosa
+7,6.179366488622173,3.0631300231527394,1.5100223820613836,0.2615308084041713,Iris-setosa
+8,6.179366488622142,3.0650583582672466,1.5100223820605598,0.2615308084039552,Iris-setosa
+9,6.179366488622137,3.0648496831459444,1.510022382059978,0.26153080840395554,Iris-setosa
+10,6.179366488622094,3.0540035514785697,4.899491293665916,1.6654274751359675,Iris-versicolor
+11,6.179366488622078,3.0540000060442742,4.899491293664515,1.665427475134883,Iris-versicolor
+12,6.179366488622146,3.0677579689877685,1.5100223820603345,0.261530808403931,Iris-setosa
+13,6.179366488622135,3.0677566649594374,1.5100223820600587,0.26153080840390297,Iris-setosa
+14,6.179366488622078,3.054000000046321,4.8994912936645045,1.6654274751348692,Iris-versicolor
+15,6.1793664886221285,3.0684025775603505,1.5100223820597707,0.26153080840386267,Iris-setosa
+16,6.179366488622132,3.066492544724958,1.510022382059904,0.2615308084038868,Iris-setosa
+17,6.179366488622078,3.0540000000000034,4.8994912936645045,1.665427475134869,Iris-virginica
+18,6.17936648862215,3.064730214831873,1.5100223820607646,0.2615308084040055,Iris-setosa
+19,6.179366488622078,3.054000000000001,4.8994912936645045,1.665427475134869,Iris-virginica
+20,6.179366488622078,3.0540015146476787,4.899491293664551,1.6654274751348948,Iris-versicolor
+21,6.179366488622127,3.069168776310387,1.51002238205957,0.26153080840384196,Iris-setosa
+22,6.179366488622078,3.054000000000692,4.8994912936645045,1.665427475134869,Iris-versicolor
+23,6.179366488622078,3.054000000022727,4.8994912936645045,1.6654274751348692,Iris-versicolor
+24,6.179366488622078,3.0540000001369934,4.8994912936645045,1.6654274751348692,Iris-versicolor
+25,6.1793664886220885,3.054828404875902,1.510022382055701,0.2615308084036755,Iris-setosa
+26,6.179366488622142,3.066382192534868,1.510022382060225,0.26153080840391857,Iris-setosa
+27,6.179366488622168,3.058013910287167,1.5100223820610836,0.26153080840432,Iris-setosa
+28,6.179366488622179,3.0544950382335307,1.5100223820605776,0.2615308084050823,Iris-setosa
+29,6.179366488622081,3.054000406886099,4.899491293664804,1.6654274751351636,Iris-versicolor
+30,6.179366488622153,3.0579681256109734,1.510022382060557,0.2615308084042367,Iris-setosa
+31,6.179366488622158,3.0669356817253335,1.5100223820611072,0.2615308084040442,Iris-setosa
+0,6.179366488622078,3.0540000000002987,4.8994912936645045,1.665427475134869,Iris-versicolor
+1,6.179366488622078,3.054000000000103,4.8994912936645045,1.665427475134869,Iris-virginica
+2,6.179366488622078,3.0540000000093235,4.8994912936645045,1.665427475134869,Iris-versicolor
+3,6.179366488622082,3.054046470385304,4.899491293665212,1.6654274751351201,Iris-versicolor
+4,6.179366488622155,3.0668216943550317,1.5100223820611112,0.26153080840402776,Iris-setosa
+5,6.1793664886221595,3.062624953661148,1.5100223820612746,0.2615308084040819,Iris-setosa
+6,5.108947716173083,3.0540557450163948,4.899491293673652,1.665427475139694,Iris-versicolor
+7,6.1793664886223505,3.054578252094819,1.5100223820685719,0.2615308084071973,Iris-setosa
+8,6.179366488622147,3.0671464529514347,1.5100223820605572,0.26153080840395404,Iris-setosa
+9,6.179366488622131,3.069655022716488,1.5100223820597647,0.2615308084038622,Iris-setosa
+10,6.179366488622078,3.0540000000002308,4.8994912936645045,1.665427475134869,Iris-versicolor
+11,6.1793664886221285,3.068289373412003,1.5100223820597303,0.2615308084038627,Iris-setosa
+12,6.179366488622079,3.054000680364291,4.89949129366461,1.6654274751349476,Iris-versicolor
+13,6.179366488622078,3.054000000000043,4.8994912936645045,1.665427475134869,Iris-versicolor
+14,6.179366488622177,3.0626543643297497,1.5100223820621816,0.261530808404201,Iris-setosa
+15,6.179366488622078,3.054000000000038,4.8994912936645045,1.665427475134869,Iris-virginica
+16,6.1793664886221285,3.0688253918426542,1.5100223820597032,0.2615308084038547,Iris-setosa
+17,6.179366488622131,3.0642133696424687,1.5100223820594005,0.26153080840391124,Iris-setosa
+18,6.179366488622078,3.0540000000000207,4.8994912936645045,1.665427475134869,Iris-virginica
+19,6.1793664886222155,3.0583929736140045,1.5100223820638563,0.2615308084046548,Iris-setosa
+20,6.179366488622078,3.0540000000002037,4.8994912936645045,1.665427475134869,Iris-versicolor
+21,6.179366488622137,3.06579384232035,1.510022382060088,0.2615308084039336,Iris-setosa
+22,6.17936648862215,3.065641278250208,1.5100223820608476,0.2615308084039873,Iris-setosa
+23,5.108947716173065,3.0540110667691875,4.899491293670242,1.665427475139059,Iris-versicolor
+24,6.17936648862213,3.0664180259454787,1.5100223820596963,0.26153080840386284,Iris-setosa
+25,6.179366488622108,3.0591422686955596,1.5100223820574885,0.2615308084037949,Iris-setosa
+26,6.179366488622078,3.0540000000007037,4.8994912936645045,1.665427475134869,Iris-versicolor
+27,6.1793664886221285,3.0661533331478843,1.510022382059388,0.26153080840387666,Iris-setosa
+28,6.179366488622132,3.0650460995959783,1.5100223820595429,0.261530808403906,Iris-setosa
+29,6.179366488622177,3.0633269451149907,1.5100223820621688,0.26153080840419196,Iris-setosa
+30,6.179366488622078,3.054000000001178,4.8994912936645045,1.665427475134869,Iris-versicolor
+31,6.179366488622078,3.0540000000000007,4.8994912936645045,1.665427475134869,Iris-virginica
+0,6.179366488622136,3.054102125586244,4.8994912936707395,1.6654274751375464,Iris-versicolor
+1,6.179366488622187,3.062429885512012,1.510022382062211,0.2615308084042708,Iris-setosa
+2,6.179366488622103,3.0542648050134584,1.5100223820565684,0.2615308084040311,Iris-setosa
+3,6.179366488622078,3.054000000000342,4.8994912936645045,1.665427475134869,Iris-versicolor
+4,6.179366488622078,3.0540000000029113,4.8994912936645045,1.665427475134869,Iris-versicolor
+5,6.179366488622078,3.054000000000031,4.8994912936645045,1.665427475134869,Iris-virginica
+6,6.1793664886222315,3.0658829718518286,1.5100223820649976,0.2615308084044635,Iris-setosa
+7,6.179366488622078,3.054000000119928,4.8994912936645045,1.6654274751348692,Iris-versicolor
+8,6.179366488622078,3.0540000000016367,4.8994912936645045,1.665427475134869,Iris-versicolor
+9,6.179366488622078,3.0540000187537846,4.8994912936645285,1.6654274751348939,Iris-versicolor
+10,6.179366488622078,3.0540000000000265,4.8994912936645045,1.665427475134869,Iris-virginica
+11,6.179366488622156,3.059730630581936,1.510022382060631,0.2615308084041665,Iris-setosa
+12,6.17936648862216,3.054586370123968,1.510022382059688,0.26153080840478343,Iris-setosa
+13,6.179366488622152,3.059949638920329,1.510022382060806,0.2615308084041402,Iris-setosa
+14,6.179366488622104,3.05463490593771,1.5100223820567882,0.26153080840395715,Iris-setosa
+15,6.179366488622079,3.054000059539066,4.89949129366455,1.6654274751349143,Iris-versicolor
+16,6.179366488622078,3.0540000000017526,4.8994912936645045,1.665427475134869,Iris-versicolor
+17,6.17936648862208,3.054011363150911,4.899491293664732,1.6654274751349558,Iris-versicolor
+18,6.179366488622129,3.069622492844316,1.5100223820596599,0.2615308084038505,Iris-setosa
+19,6.179366488622129,3.0678678985760843,1.5100223820596566,0.26153080840385423,Iris-setosa
+20,6.179366488622078,3.05400000002822,4.8994912936645045,1.665427475134869,Iris-versicolor
+21,6.179366488622174,3.0603626621232465,1.5100223820616732,0.26153080840427423,Iris-setosa
+22,6.179366488622078,3.054000000000001,4.8994912936645045,1.665427475134869,Iris-virginica
+23,6.179366488622187,3.065040156607602,1.5100223820626262,0.26153080840421516,Iris-setosa

iris/lct_gan/3/2/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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