a

iris/tvae/4/0/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.910815358453178,2.954805840319351,4.750713707896876,1.985192911723967,Iris-virginica
+1,6.578895053941357,2.8410311056237165,5.2400364049637345,2.093551952279114,Iris-virginica
+2,5.144159978678492,3.318332460092048,1.4861432165170358,0.2626597228527663,Iris-setosa
+3,6.723614826457361,3.219662123684345,4.673511480968214,1.6537042105717272,Iris-versicolor
+4,5.175269170959479,2.3357316309942466,1.0832429318351968,0.17029451713290128,Iris-setosa
+5,7.541047708256721,3.5551122655989493,5.907204435641134,2.0494618784163583,Iris-virginica
+6,5.139587904111634,3.1519925487380136,1.6361640016867898,0.30198470922082193,Iris-setosa
+7,4.734259657071518,3.417775137923356,1.6293412403560548,0.13890003087043995,Iris-setosa
+8,6.341169800131986,3.232913730040749,5.022483157436541,2.1083493420711052,Iris-virginica
+9,5.965232963734931,3.1265846769164263,4.147586321280603,1.2070678833156594,Iris-versicolor
+10,5.569340178312357,2.587748702460329,5.16488467673571,2.0116685695988723,Iris-virginica
+11,4.751746942077921,3.1274857997505014,1.4034910473326532,0.10623253629879889,Iris-setosa
+12,5.067888911492351,3.0788746176812367,1.4572533982743006,1.483069713525413,Iris-setosa
+13,6.353705030511871,2.8335622973699945,5.183911087112575,1.774654158709308,Iris-virginica
+14,5.5346176300253775,2.583369208591215,4.372792325942065,1.2066030065767825,Iris-versicolor
+15,4.9138761257425765,3.3060148941970997,1.6194800890907795,0.25363552026037833,Iris-setosa
+16,6.873243416359422,3.0538984464239185,5.315726789754882,2.031258172393983,Iris-virginica
+17,6.290096869540284,3.002678978192408,4.901173669421582,1.7759931012867838,Iris-virginica
+18,5.13231519400145,3.4104271205800187,1.2865004257850536,0.34835749308061176,Iris-setosa
+19,6.399576047390298,2.7753989870802753,4.7931102925423135,1.5458055382434388,Iris-versicolor
+20,6.059719627172875,3.0951452749351653,4.9653722062030035,2.1096672792558717,Iris-virginica
+21,5.318697165080127,3.6755635593798135,1.4057464635234738,0.4292468919738389,Iris-setosa
+22,4.995133775418164,3.0853286134806446,4.486335368463937,1.0237994402255683,Iris-versicolor
+23,5.217756343808989,2.736680546875943,3.9795893105131244,1.0267836511795694,Iris-versicolor
+24,6.851024529700936,3.369629468464615,4.140498969946755,1.4123456273420714,Iris-versicolor
+25,4.829417769881079,3.3031247344688266,1.4694845211065093,1.1519051471133033,Iris-setosa
+26,6.777727562313097,2.5672098066724476,5.453717234926012,1.6966003121827835,Iris-virginica
+27,6.063225785184834,3.2548644278717895,5.022214852783549,1.76909111341963,Iris-virginica
+28,6.027136793403278,2.330423879433317,4.070237525677744,1.4921995990875425,Iris-versicolor
+29,6.3865876682562766,2.8119001492829967,4.493316100037796,1.424994262052173,Iris-versicolor
+30,6.325867454416757,2.950571407448453,4.84511138680141,1.7290067678536318,Iris-versicolor
+31,5.659400617221072,3.0408190746509973,3.567574843634312,1.2944853906994587,Iris-versicolor
+32,6.535884594091785,2.76508864765524,4.958431303776621,1.302448455492902,Iris-versicolor
+33,4.982832970894249,3.4135781139092414,1.5337648719100683,0.0739757790759954,Iris-setosa
+34,4.6205233487840704,2.5052520095068416,1.1043767475289956,0.18433024140756138,Iris-setosa
+35,5.440073097038465,2.3091149010950915,3.850219115236901,1.05428532714823,Iris-versicolor
+36,5.435851766599227,3.6254075363068194,1.5487995284560354,0.26652617080217683,Iris-setosa
+37,5.333447724021875,3.3780675771854107,1.4945982000392126,0.47024887492529455,Iris-setosa
+38,4.940080628577559,3.0456723063880364,1.258938056429759,0.2877602032673583,Iris-setosa
+39,6.100228442702049,3.110338440368787,5.12740262159258,1.6054344308780255,Iris-versicolor
+40,7.2462563171563925,2.8179919116853704,6.292939064747346,1.805943871404642,Iris-virginica
+41,5.509501026815008,3.0318554088012086,5.340556104906196,1.8858660774818832,Iris-virginica
+42,5.25481714270476,2.521636999983459,3.7507936828064996,1.2074981348360758,Iris-versicolor
+43,6.539359595374491,3.123331325994054,5.450766753772662,2.0918138048252306,Iris-virginica
+44,6.715432704165217,3.0267986603803174,5.632382655366987,2.126330133553412,Iris-virginica
+45,7.190476375973711,3.08343797433153,6.25671741216866,2.0169497965567067,Iris-virginica
+46,5.445735020137037,2.480973607557502,3.843377842097053,1.3727189537891715,Iris-versicolor
+47,7.177655425856987,2.813140744544155,6.154874965433577,2.1507393315717134,Iris-virginica
+48,5.8591250372955095,3.2138022151704266,4.94299543310531,1.583168232184558,Iris-virginica
+49,5.742951460415178,3.1304204620003153,5.027938852318812,1.3129345950365265,Iris-versicolor
+50,5.430646866253069,2.879107507805365,3.903620990397666,0.9214670146703288,Iris-versicolor
+51,5.27279842937847,3.4808320194508964,1.5263368194272167,0.6596256440096478,Iris-setosa
+52,4.8185986696026175,3.44864078721555,1.8047507231651727,0.1449222681707013,Iris-setosa
+53,5.608783732063278,3.872313989321235,1.3543910656650533,0.26494294578961797,Iris-setosa
+54,4.889595728941985,2.994865434828098,1.5031320791722285,0.3159227649572659,Iris-setosa
+55,6.8725863033940975,3.0472486409618305,5.945077641892343,2.051383618403078,Iris-virginica
+56,5.985436727396153,2.8163171714173103,4.3619422281687195,1.432708288911115,Iris-versicolor
+57,5.024984548929034,3.099305373758482,1.5628122356760004,0.166758600988139,Iris-setosa
+58,5.903541787263759,2.830881293532111,4.752507877087478,2.1143946977138146,Iris-virginica
+59,6.647318763231574,3.476775521495938,5.564826514953176,2.7915298516268736,Iris-virginica
+60,5.639968264740638,2.5515282456438695,3.9080541332286165,1.416137833219687,Iris-versicolor
+61,4.854965568818731,2.7773393405463644,1.6184585488098497,0.20693812093924294,Iris-setosa
+62,5.414048478804995,2.582090827769071,4.073932822201472,0.8750936280399679,Iris-versicolor
+63,6.189563700463496,2.9016243532786414,5.089029698503529,2.328131864040155,Iris-virginica
+64,4.872056625429388,3.220125257576807,1.532177218530671,0.12869203326333611,Iris-setosa
+65,6.366421508548278,3.028826109367863,5.147105580779021,2.2649628645030084,Iris-virginica
+66,5.740273715391899,2.911549172849891,4.473582342675376,1.674928706368497,Iris-versicolor
+67,6.830578559159022,2.9278489776526415,4.216160459629548,0.8771525346299015,Iris-versicolor
+68,6.646118324267336,2.8754179899003423,4.858491490178789,1.3023638948023,Iris-versicolor
+69,4.767932038114154,3.344393627947723,1.3097548801680023,0.19568214643515577,Iris-setosa
+70,6.8097747879398325,2.5462878000212994,5.521651879754984,1.773797595376079,Iris-virginica
+71,5.084198935241504,3.3887111711965283,1.6143826565356159,0.1380964513300279,Iris-setosa
+72,5.971047816790181,2.8708380778228566,3.981697192717187,1.4423279156613873,Iris-versicolor
+73,4.990565900179586,3.239796072581663,1.4101569536797653,0.30045360433402435,Iris-setosa
+74,5.118538633104732,3.405316059074912,1.4597956984982756,0.17351529849877328,Iris-setosa
+75,5.054312541562665,3.4415094875776715,1.5014567418637754,0.32354535908562015,Iris-setosa
+76,5.812580988586173,3.117280560270854,4.377172530728727,1.5537470684640522,Iris-versicolor
+77,4.987616864144632,3.3197569370209457,1.4548603849719295,1.761985781910722,Iris-setosa
+78,5.584393143237582,3.119703669385563,5.013564144378596,2.0800830307919402,Iris-virginica
+79,4.878163096728319,2.836769276979068,1.229079326794749,0.2315751681491796,Iris-setosa
+80,6.581149200292413,2.847825901200921,4.691347951062113,1.5675174970858217,Iris-virginica
+81,5.0374862067371735,3.193555508172088,1.2976322028048988,0.07166030701832568,Iris-setosa
+82,6.408036125023028,3.0337467607346986,4.486367160971805,1.322795281920956,Iris-versicolor
+83,6.192112347664053,3.2972577217845886,5.0509454808290375,2.3129766097998115,Iris-virginica
+84,5.209962879581264,3.353106621284031,1.350989321155867,0.4353859156104978,Iris-setosa
+85,7.324600909615901,2.4182286981532193,5.794434700446823,1.7845769113474061,Iris-virginica
+86,7.009473527212873,2.8855180895817982,5.671713822845151,1.897611212063274,Iris-virginica
+87,6.751430297532308,2.821299829262577,6.173176554443497,1.6946156669578851,Iris-virginica
+88,6.051668279806511,2.8026708391137634,4.98718250241965,1.6959031326296368,Iris-virginica
+89,6.65375674740264,3.256943725365213,5.451970080318245,2.3126949896380182,Iris-virginica
+90,5.9778092528746765,3.3317014412801207,4.81533424077062,1.2850046107868356,Iris-versicolor
+91,6.233435495574005,2.7487049016641256,5.221500814787705,2.4650516946836443,Iris-virginica
+92,4.775641617634137,3.0534853981453782,1.3912359757480608,1.5044784129190305,Iris-setosa
+93,6.269160050355934,3.0639335298045864,4.418145376409303,1.532506437288523,Iris-versicolor
+94,4.752593925115944,2.7831584661263724,1.0689347323138092,0.2050173976449528,Iris-setosa
+95,7.368280083947602,2.9626405293571,6.207006204435293,2.370242319832727,Iris-virginica
+96,4.862485599052677,3.138445068168963,1.27802500223038,0.10063044445193015,Iris-setosa
+97,7.157757702824775,3.0641937674480655,5.824932004385855,1.6994935465715835,Iris-virginica
+98,7.214949728833802,3.423965770375023,5.791892998092181,2.1091974157644,Iris-virginica
+99,6.040323744544181,2.946419390882468,5.279305680787345,1.8901535735838686,Iris-virginica
+100,5.176591941255818,3.0376475500267905,1.571378346224612,1.2694469100305752,Iris-setosa
+101,6.942422235659174,2.749304084149548,5.756819590864299,1.6436892581919813,Iris-virginica
+102,5.082671828560535,2.5477275260398082,3.894877262024698,1.1405055111226663,Iris-versicolor
+103,7.638578364108898,2.9587608625356596,6.026587142841202,1.9327156679549777,Iris-virginica
+104,5.2155642253294,2.3233222610818043,3.9548306642994326,1.0852278982580923,Iris-versicolor
+105,5.1687489918790925,3.6405889346220786,1.456324108053151,0.414113274239557,Iris-setosa
+106,6.339323486935416,2.83805522583726,5.2083808122245845,1.6268763275933462,Iris-virginica
+107,5.105010781008229,3.625514385219213,1.485272176497505,0.1733006104331929,Iris-setosa
+108,5.701061285072809,2.668086810876127,5.117877040884254,1.472106414195229,Iris-virginica
+109,6.053200637067839,2.9415292487122504,4.522111998383655,1.488894508789967,Iris-versicolor
+110,7.980608828137342,3.5189121349522177,6.2017255594961735,2.0836451900378323,Iris-virginica
+111,6.387046393630643,2.931745532851705,4.774040833448692,1.91018430112943,Iris-virginica
+112,5.562530342829434,2.601541867264763,4.55678155841821,1.2215316858568206,Iris-versicolor
+113,6.292374777865288,2.548246134192339,3.991362607852853,1.0922506166486732,Iris-versicolor
+114,6.2374514247268,2.4733413782451077,4.2110131616492605,1.5601273302740506,Iris-versicolor
+115,6.248733311848894,3.0260901788581296,4.2712419431416215,1.5093006742367259,Iris-versicolor
+116,6.576871407981243,2.994783212700937,4.886033344731383,2.023763928692525,Iris-virginica
+117,5.283373395308734,3.308458248016058,1.3526616615342673,0.24442923034766728,Iris-setosa
+118,5.37985181867675,2.7728447778971357,4.1381092749276025,1.6260953286543158,Iris-versicolor
+119,6.309524797980419,2.6258722280955564,4.290045894585607,1.2675890609211897,Iris-versicolor

iris/tvae/4/0/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tvae/4/0/train.csv

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

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tvae/4/1/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.59414299505647,2.9501500789907755,5.060441708625188,1.8655064775583163,Iris-virginica
+1,5.452973026822487,2.6398677150394274,4.144634270068609,1.5107942044839597,Iris-versicolor
+2,7.441475308295947,3.17635684305766,6.437661323977928,1.805011291707789,Iris-virginica
+3,6.446529303457114,3.2800775230358092,5.154663733926572,2.1243672501119364,Iris-virginica
+4,5.77975186755252,3.292292818504743,1.3746172552832623,0.2029417165179807,Iris-setosa
+5,5.267777015555834,4.063324959538539,1.612512090296852,0.3280571234924827,Iris-setosa
+6,5.494347507416704,2.811045972158894,4.221150516479579,1.4100962082151878,Iris-versicolor
+7,6.527260789501686,3.276335319704997,5.289851162374854,2.005236260285425,Iris-virginica
+8,5.949773162937955,2.651843560845469,5.372810747686286,2.1053344598840864,Iris-virginica
+9,5.058415934412554,3.5437630864701513,1.3264691702118714,0.22823273961234672,Iris-setosa
+10,6.546263607017143,2.919598765503995,5.118545142364331,2.032229853097042,Iris-virginica
+11,4.909315603011754,3.146307709281307,1.4441376573486855,0.13546019087263975,Iris-setosa
+12,5.8394794847036176,2.8634200076787253,3.967786470213211,1.5524726884165718,Iris-versicolor
+13,6.413741739284485,3.4672275707070224,5.724281657458483,2.3689354816458703,Iris-virginica
+14,7.716774943829358,3.0518327501960534,6.542228409954044,2.3198589131665424,Iris-virginica
+15,5.974407965546744,2.7477309890981996,4.570495777819814,1.8341223890030898,Iris-virginica
+16,4.798504846007743,3.2210961803994675,1.7315783823335407,0.30095307127577664,Iris-setosa
+17,4.9165079240256775,2.9452658720462197,1.5481245740315766,1.2954099855721362,Iris-setosa
+18,5.823964807078047,2.987184884139931,4.332255522605118,1.00577796359434,Iris-versicolor
+19,5.360671971905235,3.2843145016047623,1.4003474765771202,0.20978359670430566,Iris-setosa
+20,5.553134201792811,2.2675000230181013,3.85352845741955,1.1962096494717587,Iris-versicolor
+21,6.692390719777498,2.8045661393289487,5.041519498237812,1.839123893097569,Iris-virginica
+22,4.878974828178888,3.13978955808021,1.483846618115612,0.043074402830345526,Iris-setosa
+23,7.433841852718201,3.290936662617191,6.08998115117797,2.0658238400802826,Iris-virginica
+24,5.349952481978056,3.6816040634951412,1.4412641098136847,0.35508228902101135,Iris-setosa
+25,4.8132603064825386,3.1433601940560836,1.6409805889421105,0.1387599409404458,Iris-setosa
+26,5.29873881545427,3.7526704853705546,1.583034394764554,0.2182469173145342,Iris-setosa
+27,4.87512061099075,3.0768236486232348,1.4282242176221902,0.1746691502455835,Iris-setosa
+28,4.800438917518402,3.046525202710373,1.3412937144274162,0.08895986675098039,Iris-setosa
+29,6.097112786784817,3.0550396337964383,4.695293801265421,1.6214095561307558,Iris-virginica
+30,6.484534649411795,2.985365818301984,4.943119412855099,1.243177847922839,Iris-versicolor
+31,5.162921867456937,1.943515898463745,4.243623900023051,1.4869254555167364,Iris-versicolor
+32,5.016095153458518,3.583510012528633,1.5854116577172535,0.16099128354442296,Iris-setosa
+33,6.410460132600416,3.375179959186487,4.984362362978987,1.6339341053122425,Iris-versicolor
+34,4.767318502746352,3.066885327409696,1.2549541226274405,1.2640256829990895,Iris-setosa
+35,5.035369956757944,3.284128355526706,1.3897544236132102,0.25642922161179765,Iris-setosa
+36,7.355604464625497,2.972107797316676,6.06851764420651,1.7491352455487814,Iris-virginica
+37,7.226670881716944,3.2797193527943813,6.208001999513396,2.4991145208319905,Iris-virginica
+38,5.08896900966643,3.235227241006076,1.4957673406202654,0.18021317746541507,Iris-setosa
+39,6.4600274100302375,2.412827294792389,4.4642373018015835,1.5843026490502619,Iris-versicolor
+40,5.011357847658299,3.280233720235825,1.398982601505207,0.06215472079453127,Iris-setosa
+41,4.836231188876765,2.9824951786625586,4.529376925838125,1.3562527005793124,Iris-versicolor
+42,5.987726446217447,3.1865329869584857,4.675564041365695,1.5328101121713384,Iris-versicolor
+43,7.2206079386373405,2.836659939465874,6.082529255730291,2.1219157397081174,Iris-virginica
+44,5.067650725020707,3.819846118272377,1.5258147835583145,0.19073706107616423,Iris-setosa
+45,6.743188071568086,2.983070415819694,5.737199972485007,2.0779525621306187,Iris-virginica
+46,5.167092746864116,3.6154683816056212,1.4574910062923958,0.1601580288530243,Iris-setosa
+47,6.750874925098479,3.391098978742029,5.164600006728737,2.162058028441095,Iris-virginica
+48,5.879743550384936,3.36637543276745,4.045753786154616,1.3819214935672162,Iris-versicolor
+49,5.923685575602534,3.554926264451058,1.4620056847898004,0.3422200076741413,Iris-setosa
+50,7.093965684126409,2.7526506344033246,5.8712545619258085,1.8728781583326752,Iris-virginica
+51,7.244393639868665,2.9699215135815806,6.111669065621902,2.1321093897926424,Iris-virginica
+52,6.830296013392231,3.2759556106686323,5.902568972233302,2.0250940984343893,Iris-virginica
+53,5.031305645352812,3.1956991709253546,1.4253310379439017,0.40522846736581486,Iris-setosa
+54,5.058152051840163,3.0590901856173796,4.958627695381702,1.6860223474292892,Iris-virginica
+55,6.763950393334622,2.9067006529078916,4.71747910872314,1.3010929676485594,Iris-versicolor
+56,7.045993660989981,3.150038468112271,4.937895388695266,1.5177510255926978,Iris-versicolor
+57,5.09435781749253,2.8947471080888736,5.091364743104585,1.9911289682260973,Iris-virginica
+58,5.685846759109193,2.8978013608748263,3.9928494457714057,1.3062732573922287,Iris-versicolor
+59,6.388100814357429,2.732658700361025,4.533485481857302,0.9855151941070274,Iris-versicolor
+60,4.935799315341396,3.0111192083605776,1.7316750164442,0.14642038468827817,Iris-setosa
+61,5.76259652340542,3.0074192835563256,4.159262645712185,1.7363784178911177,Iris-versicolor
+62,5.148642530139784,3.4409809986006143,1.3899698749527745,0.3581872153581345,Iris-setosa
+63,6.840143330413084,3.223036261306106,5.533759456139474,1.8584764032656098,Iris-virginica
+64,4.6270174965590956,2.902668224810299,1.2089994137156501,0.3133008914447122,Iris-setosa
+65,4.998830624300853,3.0292098501117355,5.183543417831992,1.6035259315698331,Iris-setosa
+66,6.845097139571032,3.0736641002112557,4.822081140118569,1.5332906068219998,Iris-versicolor
+67,5.2949829739927665,3.803658239470824,1.5211729634177784,0.28476843475337327,Iris-setosa
+68,6.83779577743856,3.0176648001391873,4.890329661270119,1.5746831025516557,Iris-versicolor
+69,4.933061116604016,3.3662756968705168,1.4231083259643054,0.18039335173720772,Iris-setosa
+70,5.605913064207431,3.0141805117806095,5.24553915322803,2.1139654943982285,Iris-virginica
+71,6.134492610261401,2.7938527406439286,4.465659430709111,1.4894981803294662,Iris-versicolor
+72,5.729576578852237,4.0267592463441515,1.7294110213238132,0.3255383882226288,Iris-setosa
+73,5.054166082272946,3.3096435622221434,1.3049844794031966,0.15288466096496453,Iris-setosa
+74,6.6217574247108555,2.940215720667403,6.189265850553055,1.9523804958779052,Iris-virginica
+75,4.797228818342623,2.980556432189109,1.6024092459137613,0.15223716607428267,Iris-setosa
+76,4.858288804392346,3.2354738277063513,4.8384167885807905,1.4500777744930209,Iris-versicolor
+77,7.018040266714745,2.9403913943997395,5.755189919582759,2.126101672031037,Iris-virginica
+78,6.518098256232418,4.421562735307292,1.2137430987138502,0.35168878571680684,Iris-setosa
+79,6.54326421132873,3.1580112542163876,4.364358216752229,1.7245211074643954,Iris-versicolor
+80,4.923526878056035,3.1337991422243654,4.7128374121532035,1.434854877183461,Iris-versicolor
+81,5.610960398691499,3.8667997759211628,1.4643459018550364,0.1346117062456169,Iris-setosa
+82,6.30662096566753,2.8461979730401628,5.167768019380642,1.8423029616708515,Iris-virginica
+83,5.389400030136491,4.023854049475308,1.4416865337549911,0.33193810350474456,Iris-setosa
+84,6.887425039234727,2.571705065113396,5.857978415635857,1.7602671552428686,Iris-virginica
+85,5.980494328630962,3.5159047225347706,1.6453523937090053,0.32218520122427946,Iris-setosa
+86,5.118529791799059,2.2778102043998536,3.8797227740047147,1.2190204276365884,Iris-versicolor
+87,5.099648956048929,2.08604221382636,4.034355722692494,1.289514536812532,Iris-versicolor
+88,6.152255300893442,2.953340674827532,4.646522752596484,1.4277949643986578,Iris-versicolor
+89,5.2913050138715985,3.952194655286219,1.6641007142883601,0.3269817568584682,Iris-setosa
+90,5.361153740912337,3.6072059160287084,1.49104826168073,0.1969880313140128,Iris-setosa
+91,5.363284810986306,3.459016663138472,1.5926467855383015,0.342134533593105,Iris-setosa
+92,6.076695186294034,3.032682216146722,4.562446410307031,1.8692467306354486,Iris-virginica
+93,5.055924891934247,3.319137373389866,1.4647770252753778,0.24732037480849145,Iris-setosa
+94,7.097570695293168,2.977737046006248,6.161736271452151,2.3391507742953173,Iris-virginica
+95,5.468993028045855,2.93876660956036,3.8480052708731574,1.0365694683784321,Iris-versicolor
+96,5.039707213432269,4.135310718829655,1.3853464500333106,0.2527677714955752,Iris-setosa
+97,5.954455806100325,2.806615890974667,4.407500364470705,1.9462874667397299,Iris-virginica
+98,6.189709607353904,3.2362767134282993,3.955768573754211,1.3019450873566822,Iris-versicolor
+99,6.4194225422007944,3.1223801174291683,4.636320114826484,2.037667571970515,Iris-virginica
+100,7.262200663396857,3.744845409782996,5.943075825525634,2.306935739765689,Iris-virginica
+101,5.321102366149584,3.5721046060812376,1.6289115977598192,0.10963192446635867,Iris-setosa
+102,5.4922633823689715,3.6597580650555273,1.456117531729726,0.26820476307310837,Iris-setosa
+103,5.264936627509037,3.552747418790304,1.5152036092402081,0.5944754433788957,Iris-setosa
+104,4.5693675958855104,2.724478029168543,1.4161779998487547,0.18096205055325,Iris-setosa
+105,5.066754160980884,3.773869900973396,1.4971443148993122,0.17245495987956383,Iris-setosa
+106,7.355383397616732,3.3622696510646413,5.931006938476871,2.5376920865750705,Iris-virginica
+107,6.092350913619779,2.762363739723216,4.376131496628735,1.6105053680994117,Iris-versicolor
+108,4.837286736510154,3.3218751928229735,1.5582496463733295,0.27594729559005404,Iris-setosa
+109,5.052919370644693,3.1770022056595706,1.3397092111484277,0.28375136761191155,Iris-setosa
+110,4.701096523688284,3.1695343215939467,1.6267430499653857,0.2026770720235438,Iris-setosa
+111,5.295576617426681,3.71448516345185,1.7621549463496498,0.2581093079171948,Iris-setosa
+112,6.445648441479722,2.651485448452346,4.166133413801916,1.1658724466403247,Iris-versicolor
+113,6.447579500168754,3.7600261295655066,5.438109694311132,2.833257958941734,Iris-virginica
+114,6.0377639673753265,2.8518443173657433,4.1546313369818275,1.2815015143723105,Iris-versicolor
+115,4.782922867112118,3.022937426608593,1.3742697656274057,0.12621157376716555,Iris-setosa
+116,6.563455980494522,2.913076135593522,5.414886458673395,1.9497674412638117,Iris-virginica
+117,5.799415497942367,2.9975516732604217,4.699607288695502,1.2919467877730522,Iris-versicolor
+118,6.904548179474627,2.4747745803661036,4.969126851538108,1.8920233824719555,Iris-virginica
+119,6.23279120422786,2.8625768841213923,4.894496279719592,1.7190318776081723,Iris-virginica

iris/tvae/4/1/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tvae/4/1/train.csv

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

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tvae/4/10/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.28075964020829,3.0560024188671,4.227350451952427,1.5136202897832387,Iris-versicolor
+1,5.076218239286603,2.792434842382455,4.993420439872418,1.8392666176211763,Iris-virginica
+2,5.8619342524787035,3.390510147257501,4.299506187713248,1.589873634975153,Iris-versicolor
+3,4.93544109467472,3.435311281974098,1.1718540991957176,0.12451064287336669,Iris-setosa
+4,5.824532579793172,3.147261057827082,4.336334390527849,1.0905766957996368,Iris-versicolor
+5,5.06548329740803,3.459530498155014,1.4788392973554683,0.41590000626072104,Iris-setosa
+6,6.706672346068208,3.22843202418242,5.667318636894059,2.131079184003434,Iris-virginica
+7,6.344222185616792,3.114385662031539,4.28568981698566,1.5068203203298347,Iris-versicolor
+8,6.8872774835448505,3.0937466609659117,5.301165397600578,1.798065132927134,Iris-virginica
+9,6.062308511863054,3.0492199976929784,5.062525987740693,2.044763092953749,Iris-virginica
+10,4.846892831945837,2.9358304406370914,1.326297781916561,1.5196425556210915,Iris-versicolor
+11,5.443456503714278,2.9807299234520905,1.4661548178615134,0.10501858994289251,Iris-setosa
+12,6.12839431783661,2.968237817490566,4.963878651096017,2.1949882552273343,Iris-virginica
+13,6.188314930343213,2.6452530507949183,4.298453905822841,0.8356532238276791,Iris-versicolor
+14,4.518429300519898,2.6158774985200153,1.438207971024986,0.26956833029163285,Iris-setosa
+15,5.160523194221681,3.4302670706604497,1.6357560589552025,0.25133815250895525,Iris-setosa
+16,5.891148205669928,3.2761373300322423,4.5827888746419205,1.574633455034179,Iris-versicolor
+17,6.199672856325373,2.752458689621636,5.029044005345561,1.67773631343086,Iris-virginica
+18,5.1081533645459105,2.1450884101158416,3.027465771635426,0.5617029683435122,Iris-versicolor
+19,4.874035794626419,3.341099142948723,1.3039876255573701,0.18896936168808975,Iris-setosa
+20,4.738319553916693,3.0500462964933077,1.676252042826761,0.14030310194922935,Iris-setosa
+21,5.413820164427629,2.552213119933817,4.282803075563828,1.4462173881784497,Iris-versicolor
+22,4.943837832095945,3.308024018933014,1.5513377146422442,0.11294757307773001,Iris-setosa
+23,6.448324997540516,2.87027782127014,4.707847304583052,1.8881183094965543,Iris-virginica
+24,6.325179658138787,3.2101620871211036,4.504422100614477,1.6186286063098898,Iris-versicolor
+25,5.706883883308539,4.081645341518797,1.6208271109502628,0.29251416000225355,Iris-setosa
+26,4.71452652785196,2.8839928058015314,1.4141462272345238,0.143270307385929,Iris-setosa
+27,7.115514615419486,2.9229460538708034,5.90820622955439,2.1046504894427085,Iris-virginica
+28,4.582107362253299,3.315640663156321,1.577780655732164,0.23016755722083748,Iris-setosa
+29,5.689969589236789,2.9592663494127907,4.061544901942865,1.203052961101546,Iris-versicolor
+30,5.296001731125027,4.034486187741273,1.3885281819768474,0.23901536533056128,Iris-setosa
+31,5.28679553356904,3.8186235872509404,1.3787147895291316,0.25935249393786475,Iris-setosa
+32,5.761916590348501,4.048478480611867,1.4739317505019198,0.276599819338947,Iris-setosa
+33,6.022494810771827,3.067543471750711,4.5084289309926,1.6859861308133053,Iris-virginica
+34,6.7872552649608116,3.3220402790942827,5.07964683890421,2.5359623381962795,Iris-virginica
+35,6.938857031816666,2.837658809530212,5.8482559823786096,2.01443317260217,Iris-virginica
+36,5.9666318478003975,3.67029823499735,1.5661296086671306,0.16283325563236178,Iris-setosa
+37,5.729011352875404,2.9439498464255753,4.028255215365899,1.0887971101746434,Iris-versicolor
+38,6.196616021350824,3.017966052229847,5.179767960654819,1.802412549304307,Iris-virginica
+39,5.031501098747694,2.0378325575859355,4.263539157049481,0.13164621697998913,Iris-versicolor
+40,5.192627091201334,3.73936292539367,1.304373553946124,0.25432730297964445,Iris-setosa
+41,6.419654197823041,2.928398748970372,4.627214076484302,1.1595791552320471,Iris-versicolor
+42,5.595098343312106,2.926304424135903,5.160838811041913,1.876937308599826,Iris-virginica
+43,6.046929172680924,3.1636930038747395,4.783884060425378,1.6509190525354651,Iris-versicolor
+44,5.7413309540454485,2.5479597435919015,4.9537974079316935,1.0989364198436118,Iris-versicolor
+45,4.866720207156873,3.000774818557322,1.5696317438514307,0.17840018332481622,Iris-setosa
+46,5.087566506662536,3.2711477625317515,1.6498950060481843,0.5585166106417947,Iris-setosa
+47,6.75780550216027,2.84912895090581,5.548648486452237,2.1159533099263625,Iris-virginica
+48,7.461446516276838,2.873722620665507,6.531849550050801,1.8433644759599221,Iris-virginica
+49,6.169906468988492,2.864132570246653,3.655721209694567,1.1973282974293533,Iris-versicolor
+50,6.080221370212979,2.4464344667554534,4.214711809065103,1.3301539757598784,Iris-versicolor
+51,5.079157511935724,3.4895867208976865,1.4619918512784733,0.1629535119334386,Iris-setosa
+52,5.98973745759146,3.3249557450181677,4.708237813692059,0.9386815256571213,Iris-versicolor
+53,6.617717411658927,2.8807246991156448,4.398486867570009,1.5561682422856689,Iris-versicolor
+54,6.644911345361247,3.1371550659263145,5.502977392130192,2.267244063845035,Iris-virginica
+55,5.753324471722505,2.5269922761760433,4.163303790882187,1.1474310977271607,Iris-versicolor
+56,6.801257144946827,2.9217445691761665,5.361923388288647,1.9824934599016606,Iris-virginica
+57,5.632967004057483,2.8162408414096753,5.017135950292853,1.9567848439018163,Iris-virginica
+58,6.517724557392223,2.903638268314771,5.225312897786437,1.7564341812115627,Iris-virginica
+59,5.211649128299995,3.169274478379004,1.5990183478048021,0.1897875609872664,Iris-setosa
+60,5.569006472309538,2.5642161554809983,5.172049278170267,1.933416854868317,Iris-virginica
+61,5.9928161837571245,2.8314190674192483,5.180352664231781,1.9260464273418991,Iris-virginica
+62,5.05007776551944,3.2456597099349525,1.4042237424651776,1.3483375204984616,Iris-setosa
+63,6.499915997649203,3.192023745751408,4.5572277126493255,1.6300532554853007,Iris-versicolor
+64,5.729834221965621,4.244581744889596,1.3926945137140814,0.32579728797992863,Iris-setosa
+65,5.2024500002788185,3.556398761937957,1.5659705813787927,0.5243845197878647,Iris-setosa
+66,5.4644950549021845,2.6237280344307026,4.481364623996561,1.1673247446287165,Iris-versicolor
+67,5.525674478513702,2.338897018971699,3.9341202128840314,1.1847457201199845,Iris-versicolor
+68,5.666210860034109,2.206087828669543,3.7795632901314518,1.1252979176741618,Iris-versicolor
+69,5.083805634771433,3.4005229357848124,1.2388655647705311,0.16102508285939698,Iris-setosa
+70,5.0614571127670045,3.112954696411952,5.540939544949867,1.9128186559003286,Iris-virginica
+71,4.930133017754887,3.286514910857059,1.3780221794393142,0.23499362339662133,Iris-setosa
+72,7.0551759073081755,2.793388171116605,6.383646048391049,2.0197499274495767,Iris-virginica
+73,5.220716286477928,3.3917044555900118,1.425133795355741,0.5348398799633642,Iris-setosa
+74,6.7883737169932115,2.6387278291780425,5.413366555723406,1.9560029612614094,Iris-virginica
+75,7.626078469669611,3.137731717837983,6.263718459344428,2.346509209114696,Iris-virginica
+76,6.178399093286772,2.9082259521003997,4.941826641557688,1.882225280813358,Iris-virginica
+77,6.051363945496584,2.8088853173367485,4.852190999302294,1.6487229431392667,Iris-virginica
+78,6.0860196287138635,2.9114849759153776,4.141008439245688,1.2825101213902632,Iris-versicolor
+79,5.063578447910948,3.746713667920536,1.650808155517282,0.2794167829508673,Iris-setosa
+80,7.749375789336637,3.4156438512091554,6.270314534795272,1.9336250178010181,Iris-virginica
+81,7.401477732950902,3.0226446304116927,6.017636088732322,1.9566791047189809,Iris-virginica
+82,6.072435377196681,3.136719011015075,4.953759275570803,2.351888405462761,Iris-virginica
+83,6.886672109166401,3.060283372511447,6.01438750252347,2.18342548739473,Iris-virginica
+84,6.429720125861405,2.6614058692459968,5.03308974468103,1.8766378038672136,Iris-virginica
+85,6.2786596122923655,2.695056199117557,4.669525115404755,1.245647531212182,Iris-versicolor
+86,5.018156643844733,2.459691869012676,3.333468918087307,0.9981264893347724,Iris-versicolor
+87,6.8061012994602015,2.9278366130072246,5.421129199306398,1.7711976300167191,Iris-virginica
+88,5.05760323411436,3.019760931283306,1.6373992530236374,2.021436058003576,Iris-setosa
+89,4.834191553279862,2.9843707537545483,1.4313938291568475,0.16718765052262274,Iris-setosa
+90,5.6929078849252095,2.828371570327701,4.179504110361774,1.0958076783216635,Iris-versicolor
+91,5.057164733819786,3.3995505414687255,1.446242536849528,0.3731180630952119,Iris-setosa
+92,5.232975583696625,3.5864143025446467,1.5528509046510828,0.38674327988098944,Iris-setosa
+93,4.794958572257725,2.990379377430841,1.320533096082929,0.22946486792308707,Iris-setosa
+94,4.516907765511503,2.482440383584825,1.3976463368325092,0.2061875672663016,Iris-setosa
+95,7.114558305352579,3.1559878667694,6.008721011254726,2.4104022995455887,Iris-virginica
+96,5.097754882212696,3.0597909146118742,1.5649191590309532,0.5040236725964826,Iris-setosa
+97,5.69901038005398,3.1100207682730248,5.19004419542919,1.981291105272109,Iris-virginica
+98,6.4972384638769665,3.268018538938253,5.580691875451842,1.983612922497846,Iris-virginica
+99,4.91101802674666,3.763427210926641,1.2653445826751517,0.1528314511700264,Iris-setosa
+100,6.090644492250935,3.0406931429578488,5.010959283889336,1.4187407048298848,Iris-versicolor
+101,6.921605930214497,2.988151256439646,5.907976583252846,1.8223165545715228,Iris-virginica
+102,6.4249481811226135,3.1253940348941995,4.602001302174716,1.6839687748792656,Iris-versicolor
+103,5.6984961718163865,1.927846084821191,3.9150862792960317,0.9174197241307415,Iris-versicolor
+104,6.653556996877885,3.061556378821292,4.86550343608861,1.3279971447271346,Iris-versicolor
+105,5.658221106196375,2.9595047723698285,4.097008159395663,1.3607459282466197,Iris-versicolor
+106,6.298198150006816,3.014152494387276,4.984296741574157,1.5113115146097107,Iris-versicolor
+107,6.401158167775993,3.1273451162440216,5.096217471276938,1.8080335381645787,Iris-virginica
+108,6.496575003510446,3.0127614490112244,5.533972437975057,2.056863446503515,Iris-virginica
+109,4.960435905782093,3.117888728199013,1.4803241868311183,2.018258260093363,Iris-setosa
+110,6.355756484028613,2.7259450111102077,4.856133702212671,1.7652325772927702,Iris-virginica
+111,4.890214404857584,3.5778184020191226,1.482806201094663,0.2892133258326115,Iris-setosa
+112,6.976528650538186,2.8630070335315034,5.4143252766536225,2.0585588730794018,Iris-virginica
+113,5.643695928199001,2.461704410803538,3.6980849071189663,1.0214369996060304,Iris-versicolor
+114,6.143666085718783,2.7016783522087655,3.927239383480572,1.4624351234352282,Iris-versicolor
+115,5.323225189110154,2.332689141039681,3.9504165576514576,0.7657419432166619,Iris-versicolor
+116,5.005966054165293,3.1936548171794774,1.6358708513782532,0.2845648340581189,Iris-setosa
+117,5.018687511095605,3.005769602244732,1.655239937714494,1.3600804155766069,Iris-setosa
+118,5.043515756429029,3.124557672753217,1.5565600709968894,0.24311030616535426,Iris-setosa
+119,5.541088790865541,2.6003807409604898,3.894837040023994,0.9411021716198448,Iris-versicolor

iris/tvae/4/10/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tvae/4/10/train.csv

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

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tvae/4/11/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.624450684055899,2.565595732686749,4.7332401731202625,1.4966074977321198,Iris-versicolor
+1,4.7988039507151745,3.099646335719913,1.5100590959158784,1.5205814185909072,Iris-setosa
+2,5.963298798565817,3.1763497613576908,4.748608321779595,1.2366028796424189,Iris-versicolor
+3,5.955536067319885,3.2264853681769194,4.804714528951358,2.007115066556005,Iris-versicolor
+4,6.906223538314023,3.075461809192643,5.464119204972118,2.239228774114001,Iris-virginica
+5,5.6125528785221,2.375649728934986,3.8064451435347855,1.1059497707286812,Iris-versicolor
+6,6.795791607225599,3.2760473943005857,5.502600997358635,2.411532506230798,Iris-virginica
+7,6.235427004571115,3.103920972280396,4.721827101286729,1.4679051319191696,Iris-versicolor
+8,6.415441015104021,3.1553305300048353,4.248001694140073,1.1953135015638368,Iris-versicolor
+9,7.204135962137399,3.2485888768491997,6.155023097690002,2.0460421817613295,Iris-virginica
+10,5.773592045715695,3.0215874283083552,4.632051153087275,1.6710807149576314,Iris-versicolor
+11,6.9177916751547155,3.4928472029386275,5.639245159510106,2.2104046426413992,Iris-virginica
+12,6.087834586035334,3.2815807771585397,4.617936827303036,1.0721567644007968,Iris-versicolor
+13,6.239116458390309,2.642211857130521,5.327876569818552,1.877209513829564,Iris-virginica
+14,5.5374150738754215,3.742955904580473,1.6952544368464635,0.26673822985220164,Iris-setosa
+15,7.361063055440174,3.2838366312340623,6.181958146569831,2.181634962839376,Iris-virginica
+16,6.491163840265109,4.5484382901204,1.3990576923875724,0.44626409702717573,Iris-setosa
+17,6.605001407906235,2.864191054915284,4.283081217251856,1.20319826014589,Iris-versicolor
+18,5.330635267410354,3.6503508648318204,1.3517133268686774,0.27115614819694084,Iris-setosa
+19,6.384472374633648,2.6768786905102715,5.365768221549861,1.8762097685942554,Iris-virginica
+20,6.836765484415599,2.562493301138532,5.728940854711656,2.0686176022405998,Iris-virginica
+21,7.082156393588815,2.9560362313302484,6.182839303858893,1.98549038527652,Iris-virginica
+22,6.132824087047369,3.0992409722202514,5.188821972213667,1.4612637184130097,Iris-virginica
+23,6.807710630786474,3.159056097012521,5.279628444062545,1.9598526841846915,Iris-virginica
+24,4.556892666794348,2.6414189986350367,1.3727652592122068,0.18104080831820057,Iris-setosa
+25,4.984017000988897,3.3586421545616147,1.5066622957075502,0.096542554127027,Iris-setosa
+26,5.20582501022001,3.318419741720621,1.6768587175873175,0.5869928097458016,Iris-setosa
+27,6.140361985935713,2.863860503484676,4.337827413468142,1.2467048771308453,Iris-versicolor
+28,5.373524391282106,3.4579912761823923,1.6174106642237882,0.16911282785789128,Iris-setosa
+29,6.2699773765277005,3.117589894117401,4.991171824297371,1.4334656872218028,Iris-versicolor
+30,6.238075744232862,4.209857183786092,1.5623134561874457,0.38682097690114403,Iris-setosa
+31,6.371729975386034,2.5680392671328365,5.14211386848991,1.89850517641567,Iris-virginica
+32,6.243613959867067,2.9261507816066916,4.323643873750042,1.3617962828240189,Iris-versicolor
+33,4.975308974636772,3.0840488043639587,1.2914262290887302,0.2524085997989073,Iris-setosa
+34,7.1446721914343305,3.037846938773423,6.1413185747559265,2.198012973571879,Iris-virginica
+35,4.93912365937646,2.446583799109688,3.847734371412571,1.2059495914374574,Iris-versicolor
+36,6.136352121552601,2.99376698258094,4.601778245062788,1.925046841588574,Iris-virginica
+37,4.907389258381597,3.3635202352182807,1.456065527499286,0.15523239517562176,Iris-setosa
+38,4.670327654918873,3.164913006380048,1.3107775413269098,0.19228775092844208,Iris-setosa
+39,7.217116593789798,2.6448014571808938,5.436347735174274,1.8259253081999456,Iris-virginica
+40,5.260305323734404,2.611713587228466,4.231091727381551,1.581345633205052,Iris-versicolor
+41,6.366264501068206,2.635877827812048,4.193680994592565,1.3284686454678054,Iris-versicolor
+42,6.07756409612478,3.1951955066304825,4.589158703263031,1.4597506556674058,Iris-versicolor
+43,5.787882741470631,2.7777328883177326,4.5269152700817346,1.229633931394948,Iris-versicolor
+44,6.751310834101966,2.8779254501892226,4.9078193877637295,1.8323396505373664,Iris-virginica
+45,6.195688994071512,3.2516712969160517,5.4010206017715925,1.773751467910744,Iris-virginica
+46,5.282171646232713,3.94527747328023,1.4802433602234757,0.27474351951276094,Iris-setosa
+47,6.230199059959559,3.3532476397674373,4.695700581762323,1.5794903505513074,Iris-versicolor
+48,5.643153446146173,2.5613639733958844,4.067041109968197,1.2758004376290795,Iris-versicolor
+49,6.114661371923712,2.970563707952793,4.8782494160867,1.282814977399023,Iris-versicolor
+50,5.5748600832089314,3.3183630698808173,1.46997665437376,0.1264580102237028,Iris-setosa
+51,5.674905601433179,2.941366292907629,5.418314995332322,1.7106005627959706,Iris-virginica
+52,5.344037040855924,3.4750161034679947,1.3530126394957303,0.3402736297435401,Iris-setosa
+53,7.65734037017255,3.471582701441185,6.376120818326182,2.226046704350376,Iris-virginica
+54,5.222451600190499,3.3644158103482686,1.5308570792968788,0.268860288680143,Iris-setosa
+55,4.991676839162694,3.478806165876521,1.395347745915807,0.0338320347373928,Iris-setosa
+56,5.640101556830622,2.8436152683383122,4.371219840656044,1.8021558388681738,Iris-virginica
+57,6.190096331852154,3.0362609187895484,5.557876533494576,1.4346837528614584,Iris-virginica
+58,5.81775083661361,2.28573332941039,3.7912503669567665,1.388718646704994,Iris-versicolor
+59,5.404665899411408,3.856476726302689,1.443987072652228,0.2596957235799864,Iris-setosa
+60,4.958702897975758,3.392183364867578,1.4661224217213742,0.20578532889792278,Iris-setosa
+61,5.797291624798922,3.0084005979494486,4.207370222438498,1.0274501722897602,Iris-versicolor
+62,5.587709545672552,2.3892424498454132,3.9949980055317513,0.9346518552519715,Iris-versicolor
+63,5.041264864297959,3.085073852600526,1.4082053802875711,0.23001706908092096,Iris-setosa
+64,6.816852222077983,3.0180772718012427,4.41611269246247,1.504591539409518,Iris-versicolor
+65,5.069292852491959,3.183348187250624,1.5913096834766884,0.24331603373497387,Iris-setosa
+66,6.190085727555673,2.5848081305208073,4.888544328154748,1.9677526547712414,Iris-virginica
+67,5.370808026947414,2.58322108981282,1.2147635912159476,0.23501783918615404,Iris-setosa
+68,5.694221739663655,2.8750427572642527,4.2694748013321036,0.8894720958965411,Iris-versicolor
+69,7.0738552719735,2.7345154046754745,6.31969894390142,1.7354539752519056,Iris-virginica
+70,5.879064467029838,2.891242109434586,4.394224276672622,1.1956482951053988,Iris-versicolor
+71,6.814318018901789,3.1735855988971178,5.420892361309797,2.192208878510125,Iris-virginica
+72,5.71598182099843,2.0047621606078816,3.6893009501957645,0.7689933760813656,Iris-versicolor
+73,6.5438929811384945,2.6801161181812563,4.882575730400184,1.6908978704389672,Iris-virginica
+74,6.505972675949462,2.979653728731558,4.977567614777816,2.0069964674557417,Iris-virginica
+75,5.1406638888872624,3.4595205449003066,1.371341865572488,0.15308007184966158,Iris-setosa
+76,6.105789286041193,2.807120371299538,4.626416289359889,1.8846989164080938,Iris-virginica
+77,6.131173609583489,3.411913078619243,4.696680907334515,1.4832556295280637,Iris-versicolor
+78,4.920125495325288,3.0067995017644664,4.789813269134439,1.8231245235573028,Iris-virginica
+79,4.917081694853947,3.7085634797750333,1.6313008533466884,0.08052198729050553,Iris-setosa
+80,6.917856059956553,3.51942574702114,5.924752155300028,2.183088627312939,Iris-virginica
+81,5.81577274675525,2.9550664117278385,3.8540991745777173,1.3288592802048753,Iris-versicolor
+82,5.553288497174527,3.3819721033459036,1.54354432106641,0.19939318745881257,Iris-setosa
+83,6.275586256554981,3.0351812983706252,4.374971645400093,1.2743411342956092,Iris-versicolor
+84,6.947236603601098,3.0311917924165215,6.206892807127214,1.991121360694278,Iris-virginica
+85,5.494606547493816,2.0284221004658214,3.92598225383401,1.2151855205818842,Iris-versicolor
+86,4.3423793876421675,2.264898314487686,1.1985216404459769,0.29489924190044436,Iris-setosa
+87,5.384761964421779,3.4501474096877995,1.4729855152108633,0.3230506307485529,Iris-setosa
+88,4.963829719069888,3.0983630736065537,1.595306354967931,0.16102383002059195,Iris-setosa
+89,6.642884155074131,2.5280179650050707,5.349050011825076,1.87709112460048,Iris-virginica
+90,6.190506857475606,4.269005826650957,1.0417526525263248,0.26731652973506115,Iris-setosa
+91,5.653534429244041,2.9147203815464926,3.8545091657092185,1.4236860665825959,Iris-versicolor
+92,6.960277655562957,3.2314740486593756,4.613138090908141,1.511519989501218,Iris-versicolor
+93,4.999981914402985,2.4515435639404415,3.881427202767871,1.3509025076315253,Iris-versicolor
+94,5.041602420198077,3.498369158510471,1.306947027184619,0.08565661441631323,Iris-setosa
+95,5.6579480157999775,3.8704071635920934,1.8060526729393074,0.39608447021868776,Iris-setosa
+96,5.396832550039692,3.6038222611259028,1.4048401688692962,0.3348496751518868,Iris-setosa
+97,4.537982044974747,3.1853850598457396,1.659504203286735,0.18459736508665767,Iris-setosa
+98,5.824170077341096,2.4710336850385852,3.9349222729482847,1.3182239361158605,Iris-versicolor
+99,7.237806963674336,2.6804766439020566,6.37654776612114,1.692352982151696,Iris-virginica
+100,6.722119375017646,2.8152229829352593,4.832228304983417,1.7197645659404988,Iris-virginica
+101,4.8888715251762935,2.1174603819364837,1.2683346916930558,0.09248842007224509,Iris-setosa
+102,6.07356731400992,2.414213480832438,3.8824961678675405,1.2605303856327088,Iris-versicolor
+103,4.922801024498212,3.0480689418977103,4.941922766922519,1.7709078992520608,Iris-virginica
+104,6.144268090904816,2.993862858445333,5.246476479340345,1.454673649545951,Iris-virginica
+105,5.0023307600882765,3.472129601857401,1.1940645166956498,0.13233885940130433,Iris-setosa
+106,5.814868187207598,3.273551569934052,1.3908718692871482,0.19246189610821074,Iris-setosa
+107,6.353835434281944,3.2072941676469857,4.77801414305728,1.8710051402114711,Iris-versicolor
+108,5.447878449936542,3.9969468262653343,1.400095078398563,0.2215237551396488,Iris-setosa
+109,5.0077124419837835,2.2805770855143583,3.1267260069983935,1.0609580567444237,Iris-versicolor
+110,6.0906341055196425,2.9694494174015262,4.422611719628039,1.3119047102079386,Iris-versicolor
+111,5.360788152500275,2.646494556977221,4.233110759758039,1.3607451340614847,Iris-versicolor
+112,4.834834681856891,3.2880956795106817,1.6518392493068879,0.3303375184270143,Iris-setosa
+113,5.738292246570699,3.0814683890297125,4.725036749440404,1.1736155777071926,Iris-versicolor
+114,5.631800712021148,2.648507446425709,3.6886842505247084,1.0619243323961107,Iris-versicolor
+115,5.596772563234511,2.5566493972022095,4.090246272048808,1.6167878583154507,Iris-versicolor
+116,5.0555174968157575,3.150818139125241,1.6266595468173584,1.4200158532409681,Iris-setosa
+117,4.928332552623024,2.195131014098921,3.311232998564236,1.0354266351872559,Iris-versicolor
+118,6.218533534198353,3.2591276178569033,4.627850782299459,1.3359769787427396,Iris-versicolor
+119,5.30631585612472,2.6471144899095056,3.914514763405727,1.1467105875443795,Iris-versicolor

iris/tvae/4/11/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tvae/4/11/train.csv

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

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tvae/4/12/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.692251420779737,3.125314282582238,4.450205820042538,1.3195071307114272,Iris-versicolor
+1,5.265331500552883,3.0369692496734233,4.011507732602183,1.6229879502628506,Iris-versicolor
+2,5.031227374904607,3.1568210794030818,4.045176507331119,1.4319641204866462,Iris-versicolor
+3,6.331810560749532,3.1230030070571715,5.561438213392763,2.116375536524507,Iris-virginica
+4,4.823603757677018,2.7528306045579596,1.3246091665881274,0.15870918280867302,Iris-setosa
+5,5.1915297793588415,2.897095188265408,4.269402230693807,1.6680792119450325,Iris-versicolor
+6,5.732443134277868,2.645022452595908,5.336596377025426,2.179163959234485,Iris-virginica
+7,5.473685017103817,2.5805760049051605,4.406513825594165,1.354356185726039,Iris-versicolor
+8,5.049159001953143,3.0959284791534847,4.834438784029248,1.9711702512681213,Iris-virginica
+9,6.60240747499373,2.9328917759594315,4.223864038706916,1.2829453604383838,Iris-versicolor
+10,4.5678934797817075,3.0128992344173695,1.4903175564746522,0.18952901462387892,Iris-setosa
+11,6.924228916081377,2.8820915716294606,5.576700255172581,1.9868753525737577,Iris-virginica
+12,5.973870986243564,2.8658973516829342,4.092869082651853,1.1975676714429908,Iris-versicolor
+13,6.053357015344464,3.1016008840535996,4.352194556537766,1.3710643858014768,Iris-versicolor
+14,5.468726833199172,2.69027435242311,4.102911721433873,1.3641626707458006,Iris-versicolor
+15,5.590139615716238,2.7323623610616568,3.282614242814066,0.8853869553757316,Iris-versicolor
+16,5.309754110776994,3.7370828652173524,1.4103707853516816,0.4430261680416319,Iris-setosa
+17,5.112163877518738,2.3865637635420267,3.8834712852297946,1.1686448006403816,Iris-versicolor
+18,4.772809969983346,2.9910138644415816,1.5556679010744912,0.08907314084739493,Iris-setosa
+19,5.80149021351064,2.9721082727722345,4.09152948428061,1.446920199374554,Iris-versicolor
+20,6.464812432634886,3.4521811518881655,5.336038637064462,2.2897455958813664,Iris-virginica
+21,5.6234549770534725,3.7340968031323616,1.5001517688274126,0.20131008241994863,Iris-setosa
+22,7.192065337204706,2.360465065649452,5.4517354685486055,2.024825424567189,Iris-virginica
+23,5.936482095361476,3.145278945404722,4.514171113344088,1.1972548511773262,Iris-versicolor
+24,5.3378558546549275,3.967353923676198,1.5480934506805881,0.34028586483531686,Iris-setosa
+25,4.7767458085618495,3.0657410381130625,1.4217871964110722,0.07722728386226888,Iris-setosa
+26,5.712851888315153,3.085804536144572,4.944010009929977,1.780431462812614,Iris-virginica
+27,6.1116074091313735,3.057900314260462,5.164362289573829,1.8788093343524976,Iris-virginica
+28,7.530268919366873,3.6837412086132613,6.071179202280325,2.257596104819817,Iris-virginica
+29,6.467142856792697,2.545512112010208,4.830530746562401,1.6999209699353992,Iris-virginica
+30,5.00901830905157,3.0267798588117714,1.7035063617768422,0.1929982108830405,Iris-setosa
+31,5.280228179023396,2.6849637911733657,4.054476274523782,1.0098573920052778,Iris-versicolor
+32,5.268770068029806,3.388164552571141,1.2711455185482028,0.6080428530054311,Iris-setosa
+33,5.4505146109362546,2.71125790606536,4.2968131379856676,1.405247205696171,Iris-versicolor
+34,4.6276105511144,2.7154524739564647,1.5901627395997184,0.15895728507388537,Iris-setosa
+35,5.448082239808471,2.7543207372996883,4.516939325048597,1.6365680492306225,Iris-versicolor
+36,5.854734383810271,3.1979153756628413,4.778821264099142,1.6253719873771202,Iris-versicolor
+37,5.9190613083018535,3.079136187295053,4.436804790509231,1.489178639307913,Iris-versicolor
+38,6.816350291669307,2.72420199956041,4.6326087486784715,1.2500973796871206,Iris-versicolor
+39,4.702008939667069,3.602741657518762,1.4096185069663616,0.17761896772596564,Iris-setosa
+40,6.712881812123212,2.753676521724415,4.2404582284736465,1.2640494753795255,Iris-versicolor
+41,5.425174563616238,3.126600242926499,1.7191139774614483,0.2815008546141479,Iris-setosa
+42,6.021839749725952,3.067343657333139,4.333962022666597,1.5110381044307786,Iris-versicolor
+43,6.11236916367302,2.7754372709276143,5.004396438789258,1.4043087653805675,Iris-versicolor
+44,6.241583065684017,2.828636771401995,4.375152438085546,1.4490919547227157,Iris-versicolor
+45,4.771221193764912,3.291044337719818,1.3729778543095845,0.056561190264206085,Iris-setosa
+46,6.502925574722521,3.081405345513131,4.4876345054264135,1.9319953902444116,Iris-versicolor
+47,5.3844775001723315,3.316170104821879,1.579212532778211,0.573237740643759,Iris-setosa
+48,6.744205868044181,3.368761690471246,5.766328507291441,2.432665733275592,Iris-virginica
+49,6.022871738696455,2.9580214229425845,3.589108396209113,1.1073913402778877,Iris-versicolor
+50,4.82431604311588,2.827654253051382,1.4014787272775608,0.29151770080029404,Iris-setosa
+51,5.821139703383021,2.7962143042753818,5.176273124352004,2.147369910893738,Iris-virginica
+52,4.9203343380164934,3.2593393147280207,1.6173272107869534,0.18645543700592596,Iris-setosa
+53,6.398601194568393,3.314392405949219,4.576557231770026,1.364848032576063,Iris-versicolor
+54,6.330763758612679,2.8825887673787767,4.511285207676744,1.0994545196204628,Iris-versicolor
+55,7.658459239415554,2.6401944590810706,6.631772274435021,2.183085757122312,Iris-virginica
+56,5.797384814743397,2.8967278130720144,4.12016515148631,1.302575029014777,Iris-versicolor
+57,4.9826534055002885,3.2023990845993655,1.5126066109772227,0.20546789947594798,Iris-setosa
+58,5.011138280954606,2.9125200351601257,1.6472614525199671,1.1602698988979872,Iris-setosa
+59,5.8894524084157345,2.8191989998567193,4.251204196655223,1.4712951869500326,Iris-virginica
+60,5.100056862176717,2.8186834779182925,5.081125387369767,1.7126791142969817,Iris-virginica
+61,5.043086697105894,3.233559906928593,1.715984903204554,0.21274090836769688,Iris-setosa
+62,6.25613435727349,3.15910801664058,4.602007100272942,1.8365876700378896,Iris-versicolor
+63,4.597103893885766,2.7237856069282165,1.4065728974549734,0.13158764979729315,Iris-setosa
+64,5.0286790294333885,2.9107029296540166,1.4954375476215203,0.14038203043675665,Iris-setosa
+65,4.477428737630918,2.656126470631759,1.3889572325004444,0.07167431347846412,Iris-setosa
+66,5.822135575604831,2.685111075490252,4.238423825100542,1.0830324610364686,Iris-versicolor
+67,5.140737409696319,3.5153947804170826,1.655844211949749,0.15382051484118425,Iris-setosa
+68,5.931812618452119,2.916957809981637,5.014816562745831,1.4267582147415396,Iris-versicolor
+69,5.065666547717992,3.795721586822658,1.4574924487726983,0.256617438798987,Iris-setosa
+70,5.11063071172331,2.3340180730109923,3.498066581556711,1.2080137193519027,Iris-versicolor
+71,6.636278457992964,2.561681505116768,4.562481987162952,1.5844082985888335,Iris-versicolor
+72,5.188212744607236,2.9422901547827167,4.856741981009543,1.9163728625438574,Iris-virginica
+73,5.980118213429189,2.7174734944094294,4.897090384354729,2.0356273967287284,Iris-virginica
+74,7.636222065729304,2.73781389146312,6.1829956331536895,1.9925492466257153,Iris-virginica
+75,5.148592390946622,2.9496374426597396,1.3156892115237822,0.22153342692128375,Iris-setosa
+76,5.492028152033869,3.8131676046607508,1.7168380115007609,0.33439669750808404,Iris-setosa
+77,6.183094475146985,2.6885870177147977,4.44054144392107,1.2395505655179748,Iris-versicolor
+78,6.718433914415594,2.8533850807490477,4.806974449558307,1.511433378546244,Iris-versicolor
+79,5.2508572645155205,2.520696387042314,1.105230033518397,0.07492814275519188,Iris-setosa
+80,5.920979193488983,3.1687302386603196,4.547572732835544,1.5522049733894656,Iris-versicolor
+81,6.26604113490239,2.771507860698622,5.3278980008082915,1.7869780318629354,Iris-virginica
+82,6.044941836897692,2.571040774205444,3.9455396276939485,1.1357804884093752,Iris-versicolor
+83,6.487140182181735,2.7987641425658643,5.735200496388664,2.1040105364432113,Iris-virginica
+84,5.450945617611561,2.7107828369166427,4.351983056164613,1.0874171197156222,Iris-versicolor
+85,4.979361565649503,3.1881731970662766,1.5278741304102974,0.35018269701453575,Iris-setosa
+86,5.506945161188115,2.147838415123231,3.975933792963045,1.1157892392592208,Iris-versicolor
+87,6.2771043998197005,2.9414026780276084,4.4145732844822,1.2635169621868227,Iris-versicolor
+88,6.894871036258153,3.3679665078320067,5.641161343064947,2.30118312042518,Iris-virginica
+89,5.980317600180558,3.73811357715248,1.6012175729901306,0.2676750893550359,Iris-setosa
+90,5.278745521151531,3.993514090633097,1.3974394016762912,0.3251777575410724,Iris-setosa
+91,6.127033625385488,3.1483040622072447,4.218568703574558,1.375185329424442,Iris-versicolor
+92,5.008244387418975,3.2875117803445026,5.101045241393956,2.0652747798759035,Iris-virginica
+93,6.468529899226821,2.764185646954805,4.817476197835575,1.902788342587014,Iris-virginica
+94,6.973744089320403,2.6450285318400457,4.646395369864546,1.072384834748847,Iris-versicolor
+95,5.919282059128857,2.8186742758278376,4.818000460712247,1.6661058518039054,Iris-versicolor
+96,6.514218865449337,2.9564607304480486,5.387531084273731,2.1601166715853966,Iris-virginica
+97,5.745109630096461,2.880696638563964,5.055856767299939,1.8115881877604705,Iris-virginica
+98,5.636280087670043,2.845643086500387,4.736650199509773,1.1387185282197438,Iris-versicolor
+99,5.967000942823339,2.9512031040807223,4.533334249425263,1.6304133101956548,Iris-versicolor
+100,6.830222552375842,3.2709706836099497,5.730353554211723,2.1597254926213214,Iris-virginica
+101,6.260126129312162,2.9748438008136078,5.334375407699315,2.0792215610920506,Iris-virginica
+102,5.39801329467641,4.106849143051228,1.7217864864216814,0.2966966130936719,Iris-setosa
+103,6.927045980879425,2.7152006502345323,4.692319432492027,1.4335325106482346,Iris-versicolor
+104,4.860648361351762,3.564871370031769,1.569386182118957,0.08693709319502627,Iris-setosa
+105,5.569305020184762,3.1129519704119106,5.2449616819696905,1.6113070651574688,Iris-versicolor
+106,5.716571774403746,2.631567036429158,5.275872834320171,2.2805118766984616,Iris-virginica
+107,4.792725073199113,2.723648542848772,1.4017879357363423,0.13314425978209724,Iris-setosa
+108,5.708679467720683,2.0751960828432887,3.8811944005160885,0.7850719963527945,Iris-versicolor
+109,6.211056233349009,3.127858661998588,5.542601286679299,2.236712485177633,Iris-virginica
+110,4.9739905148032655,2.9740428775341354,1.4261670885332582,0.17136708987864924,Iris-setosa
+111,6.428105097861129,2.738311642039846,4.64751179894665,1.6852371343031334,Iris-virginica
+112,6.680927005122509,3.135653212369071,5.035928470837516,1.824585585979647,Iris-versicolor
+113,6.416106906785489,3.1108703774907474,4.65070219772607,1.555787167448992,Iris-versicolor
+114,5.596557219346471,2.920803991515023,4.282944009070664,1.1605243319019913,Iris-versicolor
+115,6.944832859872396,3.531725697417539,5.7024559635151215,2.2139354923042305,Iris-virginica
+116,4.976539628782645,3.5314190878107588,1.6619864484808686,0.1464736287556912,Iris-setosa
+117,6.316611514192913,3.2189094129311773,4.865174562216693,1.6982768415954417,Iris-versicolor
+118,5.783440452001383,2.598232723909073,4.129066245887584,1.2513885470737738,Iris-versicolor
+119,4.849308478598515,2.8900090347695038,4.711617872860668,1.6192879082618694,Iris-setosa

iris/tvae/4/12/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tvae/4/12/train.csv

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

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tvae/4/13/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.425095415227991,2.7725720488315506,1.3218769064748495,0.0700038747778951,Iris-setosa
+1,6.7027310210811315,3.168765074571801,5.016025913118014,2.0667270639541897,Iris-virginica
+2,5.577063534249763,2.741670901674375,3.964105893965578,1.4973242141505683,Iris-versicolor
+3,6.988587872537334,2.904471469258126,4.857143739549947,1.63346433092327,Iris-versicolor
+4,7.006184793182024,2.6123956195130993,4.91468190281187,1.4901310424791774,Iris-virginica
+5,5.099584033241665,3.1651344123704193,1.3373785236879174,0.3461698026387644,Iris-setosa
+6,5.172961767294087,3.5880911177340713,1.5653759195502386,0.2983913931183098,Iris-setosa
+7,7.0875558394875675,2.646120723944401,5.804265694687124,1.7012246756272724,Iris-virginica
+8,5.707027417282689,2.9010722706184984,4.9165658301281345,1.9136700660581951,Iris-virginica
+9,4.964413375649842,3.092207660993292,1.3467872614119036,0.17395597737818108,Iris-setosa
+10,7.339631182453423,2.6939278579471293,6.246840300681674,1.9107613086982913,Iris-virginica
+11,5.161931397996703,3.2861209548950576,1.7414042289258407,0.6527484998745374,Iris-setosa
+12,5.767275620416241,2.9671038446807727,4.04874887826261,1.2651707669201941,Iris-versicolor
+13,5.423261574043894,2.7045896371143536,5.036938708419691,1.8655098683776927,Iris-virginica
+14,5.229054338707532,2.5187259624726592,3.741848899722833,1.0362284737150675,Iris-versicolor
+15,5.138572374729539,3.136300870942604,1.5357443331911953,0.34527670631330754,Iris-setosa
+16,5.6308243021696915,2.521491546364779,3.833673643138315,0.7244239503286451,Iris-versicolor
+17,7.242335878734898,2.967937474348846,6.160911071387762,2.1627192156063084,Iris-virginica
+18,5.408819424958103,2.836862304553238,4.336850441046201,1.6159009660854406,Iris-versicolor
+19,4.998224179463845,3.049422211771047,1.576041457971534,1.2048370497063523,Iris-setosa
+20,6.254793476964116,3.2850647394733725,5.180768749729451,2.2533556831950854,Iris-virginica
+21,7.526283239731725,3.2036111799584694,6.661814912390945,2.1933996657335726,Iris-virginica
+22,8.121515972466739,3.2772743846612507,6.730519785913014,1.8981312284497631,Iris-virginica
+23,6.391451190916751,2.9456881912086477,5.039195030411954,2.0080270351125833,Iris-virginica
+24,5.8405233499304945,3.2944906511521737,1.6264640290819663,0.23738116041411988,Iris-setosa
+25,5.144632167456068,3.319969073679193,1.4862632951118913,0.28449364843225083,Iris-setosa
+26,5.04045250528141,3.663281807227383,1.3314775553332585,0.2581092710251529,Iris-setosa
+27,6.671883385233027,2.8461382236517383,4.761127547190691,1.571203685986076,Iris-versicolor
+28,5.4232831436881135,3.4178509817068865,4.887450155245764,2.465959511619888,Iris-virginica
+29,6.606587255533871,3.1486159251493695,4.784863700267269,1.1567249626692027,Iris-versicolor
+30,4.521191962512104,2.6964891910631534,1.3369747355583248,0.2145597720117221,Iris-setosa
+31,6.863052979858663,2.6633891110813748,4.985328983508054,2.022295248266995,Iris-virginica
+32,5.2678853243600035,2.7885705741826863,4.484145166016634,1.414768895084117,Iris-versicolor
+33,5.07821137776611,3.2519850183265704,1.6333376250512819,0.4006935001287114,Iris-setosa
+34,6.541173355584482,2.9518483278227,4.149787196396221,1.7540825357933336,Iris-versicolor
+35,5.117722051189587,2.8430205874623526,4.003572013668292,1.0055944016328262,Iris-versicolor
+36,4.869583722097997,3.0289958572739377,1.5967840497948425,0.13816908826093308,Iris-setosa
+37,5.1762756182224114,2.11451938784332,3.871104955236645,1.2540578554760176,Iris-versicolor
+38,5.287679102916602,2.4340146529237003,4.318137791304333,1.447495395793159,Iris-versicolor
+39,5.3614090994078145,3.774715429439924,1.4113028625634214,0.44440886695926535,Iris-setosa
+40,6.82704203240428,2.897321828937192,5.524960285627834,1.7516466036152423,Iris-virginica
+41,5.405366229156394,3.536715602228653,1.4537737603123295,0.30643314473750555,Iris-setosa
+42,6.2764080735396375,2.7629433513772534,4.778416354640211,1.8538605346029624,Iris-versicolor
+43,5.257979505784979,3.653222632001035,1.6234872439688584,0.27151879207054874,Iris-setosa
+44,6.3905225059710835,3.2074492664127563,4.199139947853297,1.4391080246951382,Iris-versicolor
+45,5.2114476756816,3.7226977989344867,1.4363166340646263,0.29099013808991653,Iris-setosa
+46,4.862207581184481,2.9838210694244025,1.7569907023840288,0.03582370934699611,Iris-setosa
+47,5.072663115041982,2.9395020827956535,5.040176293976952,2.0338130005586903,Iris-virginica
+48,6.354811078302326,2.53990132972771,4.408388725198875,1.3388791042525674,Iris-versicolor
+49,6.629225066056146,2.7284709633466826,4.950919646721817,1.8348327331465846,Iris-virginica
+50,4.8867658290922815,3.2866593863440294,1.4817968695371282,0.24797492427764467,Iris-setosa
+51,5.913721674073539,3.3450490734637737,4.805039662632326,1.1822627141719264,Iris-versicolor
+52,5.339122310378874,2.535048661232032,4.525323859809561,1.6198926975890953,Iris-versicolor
+53,5.1042829787643775,3.434096661112666,1.5040349746499142,0.4954912698007107,Iris-setosa
+54,6.137762551372637,3.2937017332323832,4.530060046274743,1.3659212472344433,Iris-versicolor
+55,5.612295462799523,2.573317094351074,4.53198890466735,1.4135470169495319,Iris-versicolor
+56,6.964756970359808,3.1223376216809666,5.641422790231291,1.5349987435807402,Iris-virginica
+57,6.804744758864159,2.9004838416224237,5.387204227985696,2.2463744248519015,Iris-virginica
+58,5.412825367738318,3.401014869173451,1.6591368067398675,0.2544995003135405,Iris-setosa
+59,5.848251099824618,3.049619122056089,5.142420185109111,1.9393939179960331,Iris-virginica
+60,6.105635218978249,2.5381962250975096,4.155846682843947,1.1967913369035523,Iris-versicolor
+61,4.847091011080856,3.0755073565909155,1.6355925881590672,1.480791515406643,Iris-setosa
+62,4.769054363441614,3.2536981298641834,1.6148646898867696,0.2592037726242815,Iris-setosa
+63,4.992523424763406,3.1683667683165773,1.5449110409358195,0.31773545500114186,Iris-setosa
+64,5.062579821150604,2.526500588714843,1.1845799869474003,0.09003018742114482,Iris-setosa
+65,6.809584500755103,3.2133134054053025,5.596978705033629,2.4167811305466604,Iris-virginica
+66,5.006228216761463,3.727311327636817,1.4285267999487443,0.21034102280779074,Iris-setosa
+67,5.423800237956701,2.2281835078304266,3.7049032478617487,1.17326840283991,Iris-versicolor
+68,7.386167717988728,2.8952827597758626,5.937995313173573,1.938116610097301,Iris-virginica
+69,5.983486668139643,3.020968324619322,5.017536831672401,1.5792300376687383,Iris-versicolor
+70,6.346854817750916,2.9760219714920693,4.5122891063236645,1.4002666645689348,Iris-versicolor
+71,5.867535554701855,2.693727143357206,5.220994350168799,2.0035116553193926,Iris-virginica
+72,4.566852710050091,3.416714120233468,1.409022278087771,0.018995669983259522,Iris-setosa
+73,6.3921185996831955,2.9980005705521298,5.36727846032569,1.596184579838678,Iris-versicolor
+74,7.251895071457636,2.6213915566151904,6.51882450802607,1.7903665594842448,Iris-virginica
+75,6.245517604477176,2.5833421210335117,3.9589780518999778,1.3256345229425603,Iris-versicolor
+76,4.928980837171705,3.005999780778493,1.483235617196259,1.3842659182711816,Iris-setosa
+77,6.196060053965433,4.450894049234594,1.4612950051773579,0.2867525857146027,Iris-setosa
+78,5.910981290364623,2.4380513970164976,3.912683481950888,1.2559890608107698,Iris-versicolor
+79,5.7434500784523586,2.978801709852775,4.016420143719254,1.3632515523553472,Iris-versicolor
+80,4.9829360188403635,3.2672716309291303,1.69167731750621,0.0625954942077058,Iris-setosa
+81,5.329891656342143,3.484842278647731,1.6068206572445873,0.2652770120571387,Iris-setosa
+82,5.209850018622972,2.525938148719732,4.195895203177864,1.2259346706650303,Iris-versicolor
+83,8.575191195545711,3.6695657538148825,7.242183571148432,1.8810512079660264,Iris-virginica
+84,5.199497766176124,2.322295673386834,3.822520453158494,0.9845997103689382,Iris-versicolor
+85,5.309394330998257,2.771216379340414,3.740766340487945,1.0573998454342832,Iris-versicolor
+86,5.9787019996125546,2.9654210261259117,4.901234863908338,1.6521845472386398,Iris-virginica
+87,6.696942923795609,2.4115677252761474,5.08377239547095,1.8150626025420566,Iris-virginica
+88,6.680163894668548,2.7320338948741254,5.21372369606213,1.918660901595637,Iris-virginica
+89,6.263020057246972,3.1054529078632993,5.003123486538884,1.5879019824232452,Iris-virginica
+90,5.818416734357368,2.9672026093332478,4.465196916944831,1.5322514469306465,Iris-versicolor
+91,5.263883464083055,3.2681627375451887,1.3651612613776678,0.21024503243068465,Iris-setosa
+92,6.699054821576438,2.6387545685535887,4.860582072819321,1.6184315314702966,Iris-versicolor
+93,6.711543792483196,2.8699674824359893,5.333665287501973,1.5953392901520809,Iris-virginica
+94,5.1941034244636795,3.2182156667364725,1.602967219127381,0.18630079498033048,Iris-setosa
+95,6.308895088366835,2.951820538944811,4.969764827715596,1.8487240450490587,Iris-virginica
+96,4.958850132357282,3.1561091895466675,1.5318798257727737,0.0967001842616367,Iris-setosa
+97,5.213846330169972,3.3316803581669077,1.6196147095990394,0.16378155849384596,Iris-setosa
+98,4.463984380337541,2.481799722902188,1.4266613175706055,0.007512403093115516,Iris-setosa
+99,5.911355174538345,2.9325332210816395,4.169168059409267,1.3820835407105392,Iris-versicolor
+100,4.4759099727084575,2.710315656808066,1.5910156785238416,0.23686005116321285,Iris-setosa
+101,5.237327226416697,2.190422876702038,3.909925070856653,1.2579821577635943,Iris-versicolor
+102,6.146179980100806,3.2932570980549127,5.217002964837979,2.3459527043012054,Iris-virginica
+103,7.267718170835647,2.9273942766309706,6.036693946460913,2.3113866302505097,Iris-virginica
+104,5.0637306532078075,3.385745487323877,1.2824963544853725,0.34179816761263887,Iris-setosa
+105,7.1883521327314845,3.336288558885102,6.0252466210011875,2.1719264292919367,Iris-virginica
+106,5.674941677012923,2.7086182347276107,4.157083670785776,1.3048868984494213,Iris-versicolor
+107,5.074669335652145,2.1962401861973966,3.9534855312860007,1.092295813641531,Iris-versicolor
+108,6.405375268113577,2.8592934976882654,5.330909469810137,1.9614244902663684,Iris-virginica
+109,6.194766020037924,2.8722824702200103,4.471223602327008,1.1607813370850044,Iris-versicolor
+110,5.190282797756372,3.964743834007872,1.5772988356624515,0.2611791098003582,Iris-setosa
+111,5.718322933424911,3.1141781627364287,4.374908076817584,1.4170891413537008,Iris-versicolor
+112,5.625734417424526,2.6016631956589644,5.043910503395023,2.0974113388642865,Iris-virginica
+113,6.589120976861911,3.0230013018720077,5.243713322923069,2.194019370023741,Iris-virginica
+114,5.968857146349322,4.1099657640217675,1.492652122500402,0.40416315383765167,Iris-setosa
+115,5.3058837250489805,2.439086679813918,4.68607049266005,1.5599917891887376,Iris-versicolor
+116,7.047948254292672,2.9631900036348737,5.97973962034126,1.8219491280242042,Iris-virginica
+117,5.765425571963814,2.710268861229604,4.328299534657822,1.1968590571743276,Iris-versicolor
+118,5.299878455476835,3.3658875566227313,1.433146557879289,0.3760533615140431,Iris-setosa
+119,6.79526297617461,3.0569371928452886,4.681765541491378,2.020500259406505,Iris-virginica

iris/tvae/4/13/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tvae/4/13/train.csv

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

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tvae/4/14/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.612485727138311,3.70400596098216,1.396713282417157,0.3873390839360534,Iris-setosa
+1,5.255604478901203,3.4515151627765657,1.371496000005521,0.3246517878912837,Iris-setosa
+2,5.285961958337034,3.5641454937207486,1.5081020268206966,0.27057032666738795,Iris-setosa
+3,5.976630568490738,2.9958527129617702,4.351847488567936,1.6824388911590786,Iris-virginica
+4,4.95852587026904,2.7780816432143256,1.5998844546206068,0.07779860530820096,Iris-setosa
+5,6.571727296650319,2.5677687363193415,5.488667201009234,1.4678718372982082,Iris-virginica
+6,4.885233614813695,3.337757369613018,1.5830007956575405,0.11806294350414115,Iris-setosa
+7,5.269122602715057,3.6450139226945795,1.4236102023854933,0.39600299591486776,Iris-setosa
+8,5.317676718266833,3.335704854608095,1.249912474807047,0.1469609233793079,Iris-setosa
+9,8.10566084052065,3.9113553530554315,6.26753730902885,2.2462138462585806,Iris-virginica
+10,5.779920381850471,2.745544027972192,4.45661090299781,1.5560759448044883,Iris-versicolor
+11,5.060738241316382,3.361496984103342,1.664183773325676,0.19081058455271133,Iris-setosa
+12,5.366369579338492,3.7568106752887527,1.3157757013875129,0.1828543939996372,Iris-setosa
+13,5.075204991675402,3.2361053185407362,4.938514915390066,1.255612003363654,Iris-setosa
+14,5.811120184426658,2.852794501557554,4.471186133283793,1.300004780705824,Iris-versicolor
+15,5.121266829430305,3.3486644602632096,1.380717818055792,0.2167669084763035,Iris-setosa
+16,4.717271489740186,3.859703578385746,1.2967324148765056,0.21753803669174843,Iris-setosa
+17,5.053443047123455,3.2393496098665593,4.805698614762453,1.4393191143729036,Iris-versicolor
+18,4.996609229313252,3.3432398321643317,1.5860401943829798,0.2872695693540477,Iris-setosa
+19,7.182754882939388,3.085602155911859,6.176287326478574,1.9516697611420752,Iris-virginica
+20,5.660305653047148,3.1254486287382126,4.430105786618441,1.3036565164405958,Iris-versicolor
+21,5.83570540608867,2.610922215313662,3.783498684805454,0.8067409048789347,Iris-versicolor
+22,5.4126211131168755,2.536027628740619,1.3458352421675392,0.14112261156144798,Iris-setosa
+23,5.674994982045935,2.430031846983421,4.2564759501204,0.9253371835266709,Iris-versicolor
+24,5.954192060290888,2.780975513233421,4.37380002744524,1.5676690168594722,Iris-versicolor
+25,4.905227490196327,2.903576799422219,4.604214346532287,1.5261219964717128,Iris-virginica
+26,5.7770532499641,1.8265938794710799,3.123126936887421,1.3155121721472642,Iris-versicolor
+27,6.599475003836684,3.111393126239978,5.2334048008777545,1.7789646624070325,Iris-virginica
+28,5.07382451212119,3.4527462336885297,1.5067603869525927,0.26869307433115197,Iris-setosa
+29,6.59390493811485,2.9496150252627378,5.107557302730903,1.7775444659394468,Iris-virginica
+30,5.0158716013867775,3.248206410041031,1.7442405462279433,0.13163908131372695,Iris-setosa
+31,5.04784559199567,2.314794107240195,3.7996322150205373,1.3287084251226429,Iris-versicolor
+32,5.130165060520172,3.0084955955940624,4.829146918966604,1.5375847906817806,Iris-virginica
+33,4.974087078335094,3.1513973742981003,1.5273365926512807,0.1391191346609159,Iris-setosa
+34,6.76117411804562,3.114089044269682,5.903137187525326,1.7556753334245694,Iris-virginica
+35,6.082371869620342,3.031138362346583,4.0530938202804805,1.5038070946661426,Iris-versicolor
+36,5.215366713209878,2.7998878067179698,3.9784629776091727,1.2652869085466372,Iris-versicolor
+37,5.058385172134906,3.6485270445307822,1.5941389665232504,0.5603276033333394,Iris-setosa
+38,5.228985533504884,3.3103998331543325,1.5400346746201647,0.4017565347119453,Iris-setosa
+39,5.153629684114768,3.15144261971147,1.4736488091559732,0.18452270012958671,Iris-setosa
+40,5.5280489268578705,2.060117990069946,3.443992345246916,1.0905958843798436,Iris-versicolor
+41,4.820577080706571,2.9136236905316597,4.226662176593147,1.4405524300593833,Iris-versicolor
+42,5.577185277994305,2.6978060430646886,3.5991845743446986,1.1090359693395815,Iris-versicolor
+43,7.1317392103546124,2.7228751632527235,5.384208281911454,1.860030820265442,Iris-virginica
+44,6.306336354850145,2.8032294458618665,4.919580490126632,1.790312191180684,Iris-virginica
+45,6.516222321768574,2.801660668716052,4.5874607393836975,1.62385338256748,Iris-versicolor
+46,7.368354788337844,2.9251208635268005,5.779287728577735,1.9806591756672547,Iris-virginica
+47,5.995944842762338,2.9569784797652057,4.824026428267477,1.6469805448923311,Iris-virginica
+48,4.784508794970685,3.086217231484614,1.7612536787482838,0.08912073175437582,Iris-setosa
+49,4.866241892703719,2.331222472602011,3.4175111560070417,1.372753290923693,Iris-versicolor
+50,4.774953460668982,3.0615346121323803,4.679150424775975,1.5190903331144694,Iris-versicolor
+51,5.837686159078105,2.549605851690088,4.899452170333391,1.1382372499493025,Iris-versicolor
+52,5.087242337284271,3.9736091442715162,1.7058102896644762,0.3180361931343406,Iris-setosa
+53,6.517168664379062,2.9134766568022297,5.066133047182305,1.8825632112605346,Iris-virginica
+54,5.801679715575614,3.575010275311932,1.585354287250174,0.2170923934726781,Iris-setosa
+55,5.793418041144411,2.86150923066676,3.9784918288275777,1.168241319358248,Iris-versicolor
+56,5.278499401506393,3.1585712874376455,1.5019942627759588,0.3028702813280751,Iris-setosa
+57,5.25280919347669,3.5296208040388692,1.5115964995582913,0.13012484367398133,Iris-setosa
+58,6.216535591993216,2.926680034369384,5.083634115328107,1.4293182900168158,Iris-versicolor
+59,6.677781548962914,3.2329242762954387,5.1811854341675385,2.375277448830951,Iris-virginica
+60,6.5732819339599216,3.06093608748028,5.814383487237875,2.1280327625599953,Iris-virginica
+61,5.706612662324191,2.8483954895712333,4.462890449617031,1.6357804083422391,Iris-virginica
+62,5.180748462908415,3.5885050828456424,1.4465486356123793,0.259416849607202,Iris-setosa
+63,4.845969090191124,3.5950844308075274,1.5153653387107084,0.14615114677119773,Iris-setosa
+64,6.192950461329823,3.026506150391443,5.194885833400838,1.8378672116368815,Iris-virginica
+65,6.179955449820381,3.3553004071080634,1.7753997935918817,0.23444183492882986,Iris-setosa
+66,7.620639505941233,3.121270844626563,6.413843175580974,2.278732617750675,Iris-virginica
+67,5.164996155890981,4.2674578271304835,1.370890108006274,0.23438125272354865,Iris-setosa
+68,6.020717125335483,2.853044421282933,4.388055794836123,1.413501039002623,Iris-versicolor
+69,4.727574732141394,2.573973879937018,3.561064103592158,1.223190435461602,Iris-versicolor
+70,4.634771530938247,2.5584609028708565,1.5259088938051075,0.1255324579043872,Iris-setosa
+71,6.220098677289268,3.5200883480882856,1.4929224461973993,0.2676603960935896,Iris-setosa
+72,5.7157062657573565,2.763539754971079,5.187828041750011,1.6180911577902024,Iris-virginica
+73,6.67479732533412,2.781275279600103,4.58547534311565,1.27696759615367,Iris-versicolor
+74,5.0120296789940255,3.172923353307626,1.6043931814901204,0.31590510376264824,Iris-setosa
+75,5.526948580994312,4.11129854224979,1.7066390079347844,0.27735102919389265,Iris-setosa
+76,6.017746334564133,2.7201789724437777,4.9497492968816035,1.6147294537070815,Iris-virginica
+77,6.260105853398521,2.819993871272596,5.036891244700892,1.3666084025292504,Iris-virginica
+78,5.97616810810507,2.4939268304910747,4.26488149659273,1.2579043286697469,Iris-versicolor
+79,6.101614497218886,2.899512355672007,4.764624865288214,1.5900263987154433,Iris-versicolor
+80,5.6022335164445325,3.1292930833892947,5.0050701691714305,1.7970758110283231,Iris-virginica
+81,6.122469048620986,3.0637833731992394,4.281054325184524,1.3052454703230865,Iris-versicolor
+82,5.957738576868818,3.197164596125295,4.701877187707641,1.7577100167742155,Iris-virginica
+83,5.450068299478516,2.762599816239866,4.4575264125864695,1.2419214508782006,Iris-versicolor
+84,5.988741115338978,3.147803640972878,4.709362821526492,1.8277417898330912,Iris-versicolor
+85,6.211961628015546,2.8605491068504865,5.552363106504359,1.963157712809349,Iris-virginica
+86,6.090436072864048,2.93323500571507,4.4543524728226584,1.4238470394070746,Iris-versicolor
+87,6.969752820061446,2.972838549117686,5.431695641925949,1.7537759691310053,Iris-virginica
+88,6.980926574077921,3.301909842631499,5.983864609816642,2.3085579254707023,Iris-virginica
+89,5.990868415806014,2.9399656437092894,5.120244753544508,1.7160451533775116,Iris-virginica
+90,6.259232443871207,3.009316536764146,4.291122754858714,1.2856150481614166,Iris-versicolor
+91,5.330339011798723,3.7777863505524656,1.557046498465802,0.47480845274740313,Iris-setosa
+92,5.702192331334995,3.022240583717491,4.68953027878774,1.0254541080582749,Iris-versicolor
+93,5.424378520690751,2.6900088594216163,4.284524726641106,1.3769270730257526,Iris-versicolor
+94,6.305898659482035,2.342229736524184,4.955261953384538,1.7657903267676542,Iris-virginica
+95,5.931545806200697,2.8339206194571624,4.813023349079758,1.6653422877281414,Iris-virginica
+96,6.088464242225544,2.4864946854779264,3.774312963245733,1.1488284602795522,Iris-versicolor
+97,5.328946301137885,3.0299182965496905,1.332250186098051,0.16013702075038083,Iris-setosa
+98,6.081475420089664,2.4857388508640175,4.857219970688366,1.7285290019320985,Iris-versicolor
+99,5.066775527937085,2.573043804034405,4.363431800750439,1.392752693017662,Iris-versicolor
+100,4.740302885029883,2.992128200460331,1.6425129775528664,0.24939266785722358,Iris-setosa
+101,5.261146246571072,2.9028205329010004,1.4133994906375675,0.19492154242334686,Iris-setosa
+102,6.258589883562388,2.710794407790591,5.131569848791582,2.1072312159848243,Iris-virginica
+103,5.105101134032377,3.3452528962949337,1.4913505782204188,0.34935613192406395,Iris-setosa
+104,5.81676866129403,2.5926617348782948,4.534592997603147,1.3419081520057927,Iris-versicolor
+105,5.879801129825286,2.6892255300360524,4.632233993866585,1.328564287344003,Iris-virginica
+106,6.2976130810926385,3.310428649704123,4.666781808238667,1.3924258642701637,Iris-versicolor
+107,5.443575434516902,3.7234826505000123,1.6041524860180403,0.2570685146240112,Iris-setosa
+108,4.992417117876287,3.0060400934691853,1.4751993875497984,0.03351740174207035,Iris-setosa
+109,6.347746323165465,3.0486056782793964,4.287243528458205,1.2577005631882803,Iris-versicolor
+110,6.181455949748878,3.116345418694103,4.831484409882524,1.6275397366055417,Iris-versicolor
+111,6.295464366403181,2.6755683784563,5.13798897991655,1.6803161989257691,Iris-virginica
+112,5.435302467827933,2.179625660854219,3.2425203075687157,1.0015375522014631,Iris-versicolor
+113,5.468042458029423,3.5635917778210437,1.533951465055582,0.34068066945099473,Iris-setosa
+114,5.374866596345336,3.163424806817659,3.722600425510408,1.0478970875629785,Iris-versicolor
+115,4.815719208540904,2.8031440316535776,1.364955735127957,0.06316945453651038,Iris-setosa
+116,5.919763831540094,2.8181229611491148,5.106485254842143,1.7474623965973053,Iris-virginica
+117,7.261529166480358,2.841571578193315,6.030866451935672,1.756881627534526,Iris-virginica
+118,6.217470890198715,2.827561691384445,4.751133807904866,1.8709114094603052,Iris-virginica
+119,5.578586894540983,2.2781063789147056,3.6284572815496174,1.2457389241012686,Iris-versicolor

iris/tvae/4/14/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tvae/4/14/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+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/tvae/4/14/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tvae/4/15/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.4184566452940945,2.941860384101142,5.539461528490796,1.8900022639348295,Iris-virginica
+1,5.505670190147817,2.784855513739993,4.28588797196241,1.2762919010560936,Iris-versicolor
+2,6.2329605849014476,2.9696566161500253,4.561732399563711,1.5997843878939801,Iris-versicolor
+3,5.90521712267736,2.267285134090557,4.005139667083356,1.1632311623843679,Iris-versicolor
+4,5.778352098781921,2.7613109450182876,4.245356332812465,1.0296352758017413,Iris-versicolor
+5,5.008985028580167,3.434599464640292,1.5769594018715558,0.2642478082342625,Iris-setosa
+6,6.041572667707491,2.6843374507416016,4.462834065995965,1.0049779750536652,Iris-versicolor
+7,6.14730823160383,2.8110368871923526,4.995403190708874,1.5337492308527239,Iris-virginica
+8,6.763138213354585,2.990212125889672,5.508855054244268,1.9803488357143837,Iris-virginica
+9,6.135021034606884,3.1761331667370767,4.688430633688404,2.2672308955754152,Iris-virginica
+10,5.4755310686216365,2.8129326872879816,3.7869832913017847,1.5131005359690521,Iris-versicolor
+11,6.71636732935949,2.478637292634349,4.874601122751391,1.5868050632454993,Iris-versicolor
+12,6.965555774410211,3.1847886929661295,5.272221487601189,2.5229653911354646,Iris-virginica
+13,5.123364821798046,3.2612728268546674,1.4458114598157965,0.43084020026622416,Iris-setosa
+14,5.231144906085781,3.62525759899869,1.5804562211495456,0.2561397737264553,Iris-setosa
+15,5.669267628475536,3.0617758590483697,4.402397785826091,1.5904112745359906,Iris-versicolor
+16,5.034098303999597,3.5199737061663003,1.4602152089304323,0.34291344418332576,Iris-setosa
+17,6.880626442833356,2.6030971035894033,5.1290280726266175,2.098737408023405,Iris-virginica
+18,5.588612015901665,3.4125206869544513,1.642323941669748,0.01913305694516393,Iris-setosa
+19,5.986770272337213,2.5374712732934497,4.209304358074956,1.1025112687594976,Iris-versicolor
+20,4.730530934121564,2.8910370739030813,1.428308280282831,0.18490716116490186,Iris-setosa
+21,7.063109662456597,2.94799817750312,5.810557215336355,2.101034681439341,Iris-virginica
+22,6.354372690119615,3.2042365635250434,4.857575377891474,2.172618121539309,Iris-virginica
+23,5.1638553293455836,3.2243416396522573,1.4856011774047546,0.3871973493746742,Iris-setosa
+24,6.867456350602811,2.666557920718166,6.104997698377534,1.4402455066799211,Iris-virginica
+25,5.892571556015208,2.947480374031411,4.674178724272433,1.4857664040153882,Iris-versicolor
+26,5.051220737196706,3.290950396933672,1.4903965460316848,0.2050070574919025,Iris-setosa
+27,6.312907352415627,3.8555374554619037,1.5934980163159822,0.18558156106731097,Iris-setosa
+28,6.902324893825073,2.560516901916934,5.703970171352329,1.8068708723777323,Iris-virginica
+29,5.244757231075444,3.6561474863653083,1.41482952650977,0.35072343050045635,Iris-setosa
+30,5.901885902714224,2.5144338769400147,3.416669012078872,1.1358200955364517,Iris-versicolor
+31,5.820462109723238,3.7664503844039725,1.7541979178770983,0.1378206784665964,Iris-setosa
+32,4.947998051879143,3.414493994000786,1.4572503446123468,0.31743658638825745,Iris-setosa
+33,5.972179937409497,2.9142155676460066,4.640763419721683,1.6911070010404756,Iris-versicolor
+34,5.429736707077282,2.841895367381455,1.4537360685716172,0.0753947901109604,Iris-setosa
+35,4.948487759967549,3.434092979721692,1.3265773248245445,1.4691714641928164,Iris-setosa
+36,5.0012185311778445,3.3291302996978276,1.397666612838126,1.283684653417232,Iris-setosa
+37,5.519619782445154,2.237320689922794,3.5193410839061046,0.8831368464981211,Iris-versicolor
+38,5.030315883427518,3.4119877764760616,1.633097002368248,0.41876134031065004,Iris-setosa
+39,5.060644344634653,3.189990128803784,1.242783074146483,0.09700123365152055,Iris-setosa
+40,6.992925670461852,3.1055449895205323,4.867919722571583,1.955613257365643,Iris-virginica
+41,5.108885149661592,3.529709001420175,1.5825623698131837,0.19236453348928836,Iris-setosa
+42,6.21962214736759,2.752646673832506,4.5288647594073135,1.6802344637355697,Iris-versicolor
+43,5.559882216242196,1.785938295693063,4.4551274453732495,0.9649762731149082,Iris-versicolor
+44,5.8388883731832255,2.871612582984415,4.460029442432671,1.5087677792309577,Iris-versicolor
+45,5.0527820116441795,3.0664669894675947,1.3122299463466467,0.1333925507442403,Iris-setosa
+46,5.2704771492466795,3.474842129980847,1.6241156867230275,0.28667758546992106,Iris-setosa
+47,5.141770220983869,3.8080082314545565,1.5948042492945105,0.2813030089191869,Iris-setosa
+48,6.879967852416297,3.165830125803341,5.922978433330453,2.4609828397059,Iris-virginica
+49,7.195519444025387,3.0478400672751373,4.319368580476206,1.6256955105055373,Iris-versicolor
+50,5.1425054832837,3.147250979606767,1.4460053266184671,0.1403369270922612,Iris-setosa
+51,4.790991837103454,3.191083536984036,1.4551566122362365,0.08161024179127271,Iris-setosa
+52,6.961437997919742,2.698088670204864,5.108532633240942,2.118987323126695,Iris-virginica
+53,6.5423955739564095,2.5766346926352073,5.5991803887317495,1.6960208083118942,Iris-virginica
+54,7.12624477887307,3.482606530869835,6.203730779640958,2.6887385849503356,Iris-virginica
+55,5.187301499914484,3.2655163221305123,1.578713690043959,0.28988869088271924,Iris-setosa
+56,4.994200465520197,2.2318000003256753,3.865257717273116,0.8384924641824741,Iris-versicolor
+57,6.487423533328536,3.13231327290916,5.122922843011509,1.963219380206455,Iris-virginica
+58,7.374140946157,2.801274387885041,5.645899437161769,1.8422217093546007,Iris-virginica
+59,7.617856635841807,2.549649708768878,6.413715972857129,1.6032434628902956,Iris-virginica
+60,4.92897267779447,1.9996633359813936,1.2513746733551168,0.2530609690374927,Iris-setosa
+61,6.795490931799549,3.63220977156563,5.969277169461613,2.4723375447368694,Iris-virginica
+62,4.9982286493519545,3.513170786817673,1.3702194366007612,-0.021072898502544624,Iris-setosa
+63,6.088968406762505,2.6681052367556664,4.42107902702773,1.215496763000829,Iris-versicolor
+64,5.41841313894722,3.5809544010378866,1.3796340436380876,0.514962332144004,Iris-setosa
+65,6.1837131222487685,2.5862506644689427,5.321827598924707,1.6463041683602404,Iris-virginica
+66,5.025398986306114,2.4922609307734813,3.6724012565267037,1.1704088368455774,Iris-versicolor
+67,5.225828223729367,3.415027562850961,1.3439240781408968,0.35503305312469746,Iris-setosa
+68,5.93401822662849,2.7977117254989157,4.812549590376894,1.6516171537883437,Iris-virginica
+69,6.3961040682089845,3.131138831406609,5.068932922372059,1.814072081204988,Iris-virginica
+70,6.145183462951097,2.9468637601353005,4.825564374634836,2.1370603638934953,Iris-virginica
+71,5.3857525498186405,2.8451943763538434,4.662252028700609,1.6078417355765158,Iris-versicolor
+72,6.311413528867951,2.528619806132189,4.519207136148358,1.0431109453787504,Iris-versicolor
+73,6.585083109086974,3.15677749218438,5.262772695703892,2.3197070427498225,Iris-virginica
+74,4.641898113470214,2.8487175441533323,1.331616489877523,0.15088639009436033,Iris-setosa
+75,5.592487129031329,3.10924722693102,4.181085496381659,1.6042672862063878,Iris-versicolor
+76,5.74240028832756,1.9802589575881646,3.9547020663022745,1.1894536152988593,Iris-versicolor
+77,5.005567889930999,3.2827108136617467,1.4267659869981306,0.06984227712158961,Iris-setosa
+78,6.299685581658325,2.623762752932046,3.981161240105607,1.2572119033628766,Iris-versicolor
+79,6.152176274786998,3.2238354768485995,4.558193114310114,1.4718073412061168,Iris-versicolor
+80,6.045597295539896,2.9771841600261126,4.9257692327540665,1.6368656006240963,Iris-virginica
+81,7.813574768301184,2.6125740726926496,6.722832762421379,1.9966123314837056,Iris-virginica
+82,6.118400240713385,3.0214897542118018,4.663065392011342,1.4696475616708564,Iris-versicolor
+83,5.049809593271574,3.0817405286824093,1.6284843650036644,0.12534495469113627,Iris-setosa
+84,4.475860333892648,2.7318827065352425,1.281601644405496,0.14930898804532966,Iris-setosa
+85,5.580513997883928,1.9996585903386157,3.278739914961319,0.8638978341915222,Iris-versicolor
+86,5.443003909364321,2.344251756099659,3.422871453697079,1.0289827814916084,Iris-versicolor
+87,5.32655208217977,2.514420886758021,3.9597289038397885,1.1484210285598244,Iris-versicolor
+88,6.476648834369411,3.1081699129561575,4.878464776626336,1.4727673959720435,Iris-versicolor
+89,6.518136071167057,2.7443300290932635,5.426158978800675,2.0563134306342734,Iris-virginica
+90,6.121814575240864,2.700308770406581,4.920007182330599,1.9079321807223009,Iris-virginica
+91,5.5328463523141815,2.9143241612523316,4.797663152692808,2.175812534562632,Iris-virginica
+92,6.906573093853394,3.0155133903005416,4.9580791550846355,1.419251523372422,Iris-versicolor
+93,5.047577601750819,3.2162906408774212,1.2769805542861947,0.20198179147289103,Iris-setosa
+94,6.588627499907199,3.03978247491494,4.112413711757502,1.2661634419641057,Iris-versicolor
+95,4.786329758923589,3.018977165601651,1.2804861302577375,0.15926874467501223,Iris-setosa
+96,5.865270501373027,3.1000282753341257,5.097041026931454,1.8857124596778987,Iris-virginica
+97,5.94036679527989,2.975178476636145,4.954483968830371,1.755457971588101,Iris-virginica
+98,5.784962416673605,2.980748605121859,4.585407214500495,1.2349121834286112,Iris-versicolor
+99,5.16365747493248,3.655997565438916,1.6616028094606459,0.3340049623408925,Iris-setosa
+100,5.314679927926922,2.82588116624561,4.021886748377265,1.5817167135284627,Iris-versicolor
+101,4.408782332361937,2.663026829164032,1.3266710059731235,0.27224895351644635,Iris-setosa
+102,5.599770189714929,2.4319960271148364,3.8950260146294813,1.0350372752625776,Iris-versicolor
+103,5.182201547799552,3.4738872029606247,1.412515643868704,0.2590839866058158,Iris-setosa
+104,4.927267733500767,3.2678007614270723,1.5918309021283061,0.22657410165278072,Iris-setosa
+105,7.201683787442352,3.0804012338872533,4.649994100123725,1.3258119849767738,Iris-versicolor
+106,5.843952191883396,3.180360987478548,4.632459944118228,1.6462299708477677,Iris-virginica
+107,5.7328130890572595,2.6318939287512473,3.789507544452245,1.0609919906361753,Iris-versicolor
+108,5.255214619814481,3.0305134531332394,1.4537890615293247,0.32675074977000096,Iris-setosa
+109,6.846211928557429,2.8833874213145303,4.653106962219707,1.2586970702820677,Iris-versicolor
+110,6.0285606210341705,3.1924252416382273,4.967930390877246,1.4498125167695128,Iris-versicolor
+111,7.404566522034673,3.1271653212864536,5.852634670032485,2.1989112057353655,Iris-virginica
+112,5.476594020280409,3.230509464440707,1.459740471828361,0.30041515110663997,Iris-setosa
+113,4.504599038104309,2.8764293160115626,1.3440909262403216,0.3270438862468708,Iris-setosa
+114,5.667423736341512,2.540677199648157,4.529700167873945,1.002614499883708,Iris-versicolor
+115,4.870861397261832,3.2286044621464547,1.3158715506707295,0.21545705204218454,Iris-setosa
+116,5.897906741110377,2.6094454754105803,4.570778355153181,1.327191371445785,Iris-versicolor
+117,6.365062752028922,3.0114137688297973,5.072233077093158,1.7421968601171927,Iris-virginica
+118,5.3138971416914424,3.431721625926921,1.5442340105058237,0.5088534060921515,Iris-setosa
+119,6.235466006364216,3.3605650998586087,4.7759659074625445,1.5228637216640373,Iris-versicolor

iris/tvae/4/15/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tvae/4/15/train.csv

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

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tvae/4/16/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.114339198633431,3.2967177641247694,1.4930752020446796,0.33456870966422503,Iris-setosa
+1,5.824857202354635,2.846038451578206,4.91813591063061,1.5026000037119476,Iris-virginica
+2,6.853117665015527,3.1196181317312304,4.658847801133037,1.366397770634687,Iris-versicolor
+3,4.80782811140864,3.0911640259424193,1.3437550377623846,0.055164236647614606,Iris-setosa
+4,4.882069040078136,2.402185090493437,3.6216006329062727,1.2432834944278919,Iris-versicolor
+5,6.592885954160347,2.4984230183593876,5.289252121236643,1.7809783201204168,Iris-virginica
+6,5.8680878152763745,3.218560108433228,4.963490267322258,1.5129465714919035,Iris-virginica
+7,7.027568409215649,3.0142827954823455,5.554625501416068,1.7195272055239716,Iris-virginica
+8,5.004360973984045,3.159133142879303,1.4120779482172097,0.46375299764499095,Iris-setosa
+9,5.993278087769386,2.585935126694716,4.0619305366536365,1.4646926121730997,Iris-versicolor
+10,6.045622860653252,3.4712917790070787,4.87396659923165,1.918086239998471,Iris-virginica
+11,5.835299449112267,3.2092548092585242,4.4408132261345985,1.2834178529683256,Iris-versicolor
+12,6.023225991708775,3.154862394843156,4.830592568552436,1.6776566562841,Iris-versicolor
+13,6.2198964662186835,3.2577144333140575,5.2901983394875876,2.0898349297271226,Iris-virginica
+14,5.063746006952248,3.005880491350227,1.629087539919327,0.5654683073313573,Iris-setosa
+15,5.352883297518452,3.4735694233283274,1.360616250308835,0.25778358258756223,Iris-setosa
+16,7.411561282576018,3.6250426844522234,6.296692313157019,2.4789609070140908,Iris-virginica
+17,5.070936760694964,2.8333803495093224,1.4759404511980967,0.27107775624579594,Iris-setosa
+18,5.5811581661085565,2.646037347174512,4.035650430541572,1.1893265843070013,Iris-versicolor
+19,7.5229128148639,2.4922865089469135,5.424443534917355,1.776987105610639,Iris-virginica
+20,5.934555929470998,3.3474922954867155,4.424991766101288,1.2586067793445634,Iris-versicolor
+21,5.902462999253382,2.9370205580307562,4.561607506980155,1.4225923431934628,Iris-versicolor
+22,5.200377255744542,3.0577469943853073,4.8077452705493045,2.566387202534639,Iris-virginica
+23,5.2115715399141065,3.1406289193029067,1.3669140041178813,0.21191775381666944,Iris-setosa
+24,5.0073855182163065,3.0172016874704313,4.290009703497453,1.4436484602289403,Iris-versicolor
+25,5.547434927090834,4.174600587435265,1.3779454239817535,0.20796720528149423,Iris-setosa
+26,5.033238753861826,3.374658544100087,1.673714692330272,0.2444568100561654,Iris-setosa
+27,5.540014388094951,2.5647456691617623,4.11714101888882,1.1455157277049635,Iris-versicolor
+28,5.112347720709122,3.102506925943192,1.271598061269203,0.20030118084567633,Iris-setosa
+29,4.631550932751055,3.0009029244232592,1.4360384771985772,0.14697251795456656,Iris-setosa
+30,6.382085495420868,3.0709148001638416,5.7401362210206175,2.600280550155614,Iris-virginica
+31,5.911907994731253,3.019589021442699,4.926659250125437,1.7551635306449622,Iris-virginica
+32,6.3525371182043555,3.237123967406651,4.973878985661857,1.3653060136247572,Iris-versicolor
+33,6.603685941461373,3.0472807847734096,4.64616970457772,1.6409681830318537,Iris-versicolor
+34,6.249291360119802,3.1456287843617248,4.142660160499382,1.46235461749521,Iris-versicolor
+35,7.222733829035658,3.1385796982828045,6.091846162666854,2.221933742730669,Iris-virginica
+36,5.014546698306879,3.4158249698511867,1.4734183278106976,1.2350007832289351,Iris-setosa
+37,5.584728218974393,2.900447452423273,4.313495804137545,1.2692220537662808,Iris-versicolor
+38,4.911773819014271,3.3987589477854026,1.28333536722452,1.6081736101841655,Iris-setosa
+39,5.8677333687722015,3.1697543143066795,4.656151449095902,1.3220574134451144,Iris-versicolor
+40,6.765136391615127,2.5527373081862264,6.1210917345932065,1.7356659240559282,Iris-virginica
+41,4.618477733386116,3.3386945473826057,1.4094647111500203,0.09962920339418296,Iris-setosa
+42,5.41431337764698,2.875013863557984,3.6396766537424523,1.1386543363375377,Iris-versicolor
+43,6.866422702480756,3.0243255279691765,5.666115886699994,1.6137537199694831,Iris-virginica
+44,7.231033106381357,2.7903606534145777,6.0140521810917065,1.7956332506307964,Iris-virginica
+45,5.654935462836667,2.8154038460034934,4.164724790904103,1.0970656128519458,Iris-versicolor
+46,5.368298781271928,3.5064101468128652,1.5279831025090131,0.297100094620792,Iris-setosa
+47,3.8611161885631615,3.3470483256419605,1.0967144411664522,0.15685057888331844,Iris-setosa
+48,5.1227222781486,3.34225038413057,1.4453974229587976,0.3448772925358147,Iris-setosa
+49,4.677807831462773,3.1922056631036346,1.249460809139457,0.3036865623985858,Iris-setosa
+50,6.4784793435443735,2.8891263067587456,5.134380988398615,1.7793730847723894,Iris-virginica
+51,5.220194451065693,3.042551387044857,1.5064520320485528,2.0659432387494086,Iris-setosa
+52,5.513571714747705,3.0592409500441913,1.3185687563677655,0.2515393008307685,Iris-setosa
+53,4.7902043090255555,2.770040020881017,1.5947285347595164,0.16063609897284012,Iris-setosa
+54,5.208462357915442,3.444577586085401,1.5409751262218854,0.26414157259911436,Iris-setosa
+55,4.871567105951398,3.2576506374103147,1.4647690835159162,0.13590084081896955,Iris-setosa
+56,5.6031163620482065,2.841577702058171,5.030843770158866,1.746863591842315,Iris-virginica
+57,4.877935178900128,2.2508514405832045,3.75801847713572,1.258036403802389,Iris-versicolor
+58,4.917110431391275,3.182570156337687,1.3918869501315132,0.1684756151851174,Iris-setosa
+59,6.681839666825028,2.5221851804921904,4.960795020391306,1.8721961938602691,Iris-virginica
+60,6.400199011016638,3.1629587796749696,5.059132520445595,1.5493830385423493,Iris-virginica
+61,6.292357409025056,2.9363571233594703,5.186212547529407,1.8545890593043406,Iris-virginica
+62,5.140848129786352,3.4897079636929798,1.5610818617080027,0.23210165887920178,Iris-setosa
+63,4.979534802454207,2.291989664594283,3.9526919729740166,1.4511655415538618,Iris-versicolor
+64,5.741220975753447,2.676555189345401,4.992136097992403,1.7148228048117244,Iris-virginica
+65,7.2134516559589485,3.4063592280802317,5.73589291002353,2.64345299665223,Iris-virginica
+66,4.98750092587491,3.8435346396341,1.677620733504538,0.23814985784174525,Iris-setosa
+67,5.410197899683435,2.6684302360167447,3.2453015698071557,0.5884416037374447,Iris-versicolor
+68,6.328969569473829,3.067454196325299,4.6489567080661685,1.4617515302791382,Iris-virginica
+69,6.289261690052384,2.727646030098762,3.9636755900954213,1.2129169060991492,Iris-versicolor
+70,5.120282718756154,3.4440345681599616,1.5525498560033844,0.16785984291113804,Iris-setosa
+71,6.750183672632829,3.051280073306791,5.6638303585861465,2.7267274620984567,Iris-virginica
+72,4.840890082959274,3.259697866680478,1.3383039599654014,0.0986435012263977,Iris-setosa
+73,5.007598922687773,2.971009204911814,1.5411879659945213,0.32318508954487934,Iris-setosa
+74,5.18338609007876,3.4806603727397056,1.3774325705206,0.2764262122921265,Iris-setosa
+75,5.850925336537321,2.6979745817494694,4.514444251393376,1.334541332643224,Iris-versicolor
+76,6.166510232168186,3.1748509204109028,4.466096698684517,1.5015537739521458,Iris-versicolor
+77,5.144879204814231,3.5339268461133844,1.7423873692811167,0.4284162601240221,Iris-setosa
+78,6.522848771284033,3.063885932204118,5.03883509766631,1.6967480628868308,Iris-versicolor
+79,5.18935096751718,4.00384984299025,1.570495100899646,0.16766809965870713,Iris-setosa
+80,6.251500705394628,2.983263603489031,4.693736557080889,1.6382791989173342,Iris-virginica
+81,6.610774272351194,2.8842493801633204,4.743179082007581,1.6971327025578304,Iris-virginica
+82,6.370240132074762,3.2018919526038117,5.222853407456254,2.184440267984442,Iris-virginica
+83,6.2344070585250755,3.033422757537537,4.6653350821189745,1.4486927481180105,Iris-versicolor
+84,4.917275003737212,3.322147268720573,1.4951765046104522,0.19216380396698088,Iris-setosa
+85,4.900516209140462,3.0468908429058805,4.673568707213846,1.5471702297903107,Iris-virginica
+86,4.970933333546213,3.0707546541553286,1.3312987256275455,0.08814392084066103,Iris-setosa
+87,5.906843251082655,3.0934381659097383,4.24198023312413,1.5996244379524773,Iris-versicolor
+88,7.368303493313237,2.7365289240122164,6.559384602462439,1.8610474494565494,Iris-virginica
+89,5.472707848207358,2.741116808679378,4.77999230019751,1.9741205521348124,Iris-virginica
+90,4.972618932520213,2.427169671239252,3.413372848860792,1.1066495504034846,Iris-versicolor
+91,4.863664366467277,2.1767984480408353,3.0331333274814956,1.1375100230367632,Iris-versicolor
+92,6.15625059533873,2.779511337788156,5.247772836224538,2.0150468608775918,Iris-virginica
+93,4.9932438868808395,3.3060071771581505,1.4360889774481747,1.3620749936485348,Iris-setosa
+94,5.244104644087609,3.2591674521880973,1.3243235932110249,0.14093662309736377,Iris-setosa
+95,5.360719838319338,3.8778939447225738,1.2414311029290857,0.5051905889385926,Iris-setosa
+96,6.958160445533699,3.0984146421192507,4.565130931516509,1.335070944458119,Iris-versicolor
+97,6.658995513283427,2.853860701217327,5.620541807754487,2.249034457180757,Iris-virginica
+98,7.608480489749552,3.0862737363062167,5.867639377856528,2.2683902044167463,Iris-virginica
+99,6.0504374274476715,2.9963170913786796,5.226088573622996,1.388938172200909,Iris-virginica
+100,5.288771514166433,3.681858400262625,1.62521224232222,0.5218008797218143,Iris-setosa
+101,5.075423241137541,2.667808925584787,4.810199275455802,1.5705721595190645,Iris-virginica
+102,4.834222780939268,3.2079408956057986,1.3750154361495261,0.1229619252347979,Iris-setosa
+103,5.156777496350576,2.4024321624139993,4.0467645728970725,1.2299855017754817,Iris-versicolor
+104,4.689295681618699,2.852088897971482,1.4221949583920472,0.2673833390795612,Iris-setosa
+105,5.312570065170442,3.515059905372939,1.4256382921929338,0.13016803696619852,Iris-setosa
+106,4.736950688649083,2.790790930035678,1.5589371531567409,0.2562752770143746,Iris-setosa
+107,6.085123099970568,2.83757082217781,4.709994277238567,1.3897168086649474,Iris-versicolor
+108,5.104973557237721,3.0944973972586074,1.2147772442292752,0.2265304444269285,Iris-setosa
+109,6.2085765270248725,2.945879232714695,4.500589415440561,1.763105391698838,Iris-versicolor
+110,5.863027883518905,2.5911774219439465,4.069198479755,1.5340979695835926,Iris-versicolor
+111,5.13883733437943,3.6839216620803565,1.6538890729741618,0.28180852335924633,Iris-setosa
+112,5.600995366961597,2.142131215073049,3.673904540279214,1.0669572247286405,Iris-versicolor
+113,5.003504657378323,3.4310911423785466,1.6228520608153423,0.0790953111571373,Iris-setosa
+114,6.821620929808108,3.033790170993291,4.9092525393137905,1.3024599780401034,Iris-versicolor
+115,6.530414985250151,3.2978240817135096,5.054230401467665,2.271295990665568,Iris-virginica
+116,5.640631380916469,2.020080276987823,3.664675466890401,0.964998523907869,Iris-versicolor
+117,5.9906365736806375,2.906159814624262,4.834868359499505,1.5348352323506176,Iris-virginica
+118,6.629513047009381,2.821587256211201,5.260058002423949,2.0143770699989,Iris-virginica
+119,6.658480592249475,2.893075674583173,4.498552360443728,1.3249029660236211,Iris-versicolor

iris/tvae/4/16/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tvae/4/16/train.csv

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

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tvae/4/17/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.794498958639302,2.6457540144807132,1.6670899649738715,0.2194197342040537,Iris-setosa
+1,4.880266014916836,3.251286842213037,1.426103840684505,0.26924261921426296,Iris-setosa
+2,5.847818285423331,3.099151100785289,4.125077692632863,1.2470190116119153,Iris-versicolor
+3,7.284508690534667,3.0440489159480473,4.509136647760092,1.0137045905275919,Iris-versicolor
+4,4.7810425723594205,3.05313297661286,1.585992033566174,0.3876356335869265,Iris-setosa
+5,5.210393170636752,3.2570477043473187,1.4026944951722427,0.198348254926024,Iris-setosa
+6,6.506273707267307,3.024839505391249,4.300959632017375,0.9477950323687705,Iris-versicolor
+7,5.485905598532508,3.6781624008099714,1.7175318958699135,0.23897254490646136,Iris-setosa
+8,7.606128623398305,2.813937488972459,6.2478412563643255,1.8958499220768485,Iris-virginica
+9,5.511402433582531,3.7670289155685905,1.3761755866587393,0.27170320217923305,Iris-setosa
+10,6.504445857958887,2.71599752206926,5.224134916393181,1.6444116113108163,Iris-virginica
+11,7.07276728408327,2.63259890105711,5.496947510204217,1.8844819039054812,Iris-virginica
+12,4.835840211003377,3.3141575873096407,1.7155057592045495,0.2400419479014486,Iris-setosa
+13,4.979598287110869,3.0005451807468173,1.3923306112695348,0.11328107781986638,Iris-setosa
+14,8.392967722466256,3.576671404279924,6.742007386958142,2.201405467580384,Iris-virginica
+15,5.7516082689324115,3.16044959456871,4.437932901071413,1.4883958107102622,Iris-versicolor
+16,6.730501444363704,2.8796655985697823,5.444172969577483,1.770011350232796,Iris-virginica
+17,4.898742605240395,3.145605822075124,1.2267482442726458,0.20552989890766168,Iris-setosa
+18,4.921962572095602,3.705464016192824,1.5052914880533608,0.19152644737158347,Iris-setosa
+19,5.767982162351368,2.6862813925639233,4.607497354678375,1.3880668187502483,Iris-versicolor
+20,5.659001778093494,3.0943511430300994,4.139758324910266,1.3941930869894317,Iris-versicolor
+21,5.229910506006023,3.202436945167351,4.886588057134377,2.0794227057591588,Iris-virginica
+22,5.852854379491513,2.596752459313704,4.815990421381674,1.9219470187017174,Iris-virginica
+23,5.6805377018026615,3.1435201585625636,4.443630897352996,1.2460503273586423,Iris-versicolor
+24,4.787653905077542,2.9445119633441266,1.4351517535002838,0.22919219993821976,Iris-setosa
+25,4.777463958869161,3.120496786485853,1.4882535670547623,0.2841302118209653,Iris-setosa
+26,5.207486251290698,3.7375096299531343,1.3439604335223452,0.36993633456291064,Iris-setosa
+27,4.491318353999617,2.8663846559368853,1.4537456995198206,0.2655945959723211,Iris-setosa
+28,6.606555475265839,3.103494680823259,4.921828660492945,1.4033086964874044,Iris-versicolor
+29,5.091996193745154,3.1959630077173,1.3000818944295272,0.23706990746669465,Iris-setosa
+30,5.18007474160853,3.9041281113779656,1.74013281393233,0.384253448543162,Iris-setosa
+31,6.547508654638385,2.960361861766773,5.039620040152496,1.7058800329433348,Iris-versicolor
+32,4.9523132930540035,3.361289753717517,1.501573885325331,0.12155835630686751,Iris-setosa
+33,5.366324804902169,2.7503293934446167,4.355310935327203,1.0212822332746152,Iris-versicolor
+34,6.476501531877951,2.8208323408797753,5.421497524631797,1.89807621706376,Iris-virginica
+35,5.772724857776098,3.0641357836161633,4.488563302080832,1.7173679261634567,Iris-virginica
+36,6.073576112253827,3.0333136872569444,4.714631302303813,1.7357177432188224,Iris-virginica
+37,5.09442089298892,3.3821388206813072,1.525442173498997,0.2222613192383897,Iris-setosa
+38,4.58853351876609,3.4416593719517943,1.3951429012083734,0.20521363120904554,Iris-setosa
+39,5.563707675768329,3.301899459559253,4.409742352970453,1.1670233059146777,Iris-versicolor
+40,6.454701703024424,2.819784036538582,4.064709490861062,1.5666082825489542,Iris-versicolor
+41,5.050592236565186,3.021790971080465,1.3041326879156134,0.23779888746445377,Iris-setosa
+42,6.515357509843785,2.9200868266548268,4.206607818354417,1.1438789680697141,Iris-versicolor
+43,4.941614506876881,3.1044381590544625,4.779842685179151,1.6470385196376933,Iris-setosa
+44,6.123433009874649,2.9600004770915036,4.771354011314683,1.7763187603877268,Iris-virginica
+45,6.677002769745929,2.9319948119770873,4.960682948231903,1.6467415428043273,Iris-virginica
+46,6.219095457493121,2.5498743806889808,5.112511806937603,1.6411346358456966,Iris-virginica
+47,5.652726410892458,2.6794477420047547,4.749086315115224,1.9094239240197393,Iris-virginica
+48,5.592344473903451,2.9293173905362466,3.9439515687560065,1.2355844911412242,Iris-versicolor
+49,6.342062135608564,2.9611588739415873,5.068492096352845,1.8761343269818866,Iris-virginica
+50,4.645012528553679,2.9064439198953993,1.2739965285418207,0.2916171452630981,Iris-setosa
+51,5.742455201451341,2.931264448126491,4.549539784540778,1.163469600315589,Iris-versicolor
+52,5.252073582082149,2.8420927508039875,1.1568945086527818,0.19253709321314258,Iris-setosa
+53,5.606459248887633,3.9018707065308904,1.6376858960913758,0.4409895796309847,Iris-setosa
+54,5.605687186355299,2.8925879886491477,4.4988468283769665,1.6239974453340607,Iris-versicolor
+55,5.6677180292100005,3.7056740890798068,1.7343282486280223,0.3117358662220913,Iris-setosa
+56,5.084073820125678,3.5382189837346383,1.4521647688248245,0.18923296125155709,Iris-setosa
+57,5.8145859869018395,2.839291531335085,4.739994994358834,1.9599179276778154,Iris-virginica
+58,6.973700562417424,2.9391775948486107,4.150823210497348,1.3522642024767944,Iris-versicolor
+59,6.234037856061338,3.0159772399626963,5.1471653129935,2.092604948328095,Iris-virginica
+60,4.983100043741401,2.979916917030574,4.979168081212068,1.6362063305785608,Iris-versicolor
+61,6.683271560841909,2.6217625420537196,5.551319672698214,2.016833000171946,Iris-virginica
+62,5.587630944475922,3.855810865060117,1.4743624404563185,0.2701405028633563,Iris-setosa
+63,5.164886294398304,3.8515149650159937,1.3708694235057188,0.16137370336700257,Iris-setosa
+64,5.604449537307676,3.209354478961825,3.8157158234248,1.0858108475117574,Iris-versicolor
+65,6.284957028454696,2.5114857913937305,5.00620160646551,1.675657026630863,Iris-virginica
+66,4.923838935871154,3.527670627595038,1.364565511025487,0.1369242602596181,Iris-setosa
+67,4.935190094893535,3.484581209250014,1.3472342560519985,0.2073134778483075,Iris-setosa
+68,5.512655467093957,3.2943374363772273,1.4741995255749478,0.6442298122288166,Iris-setosa
+69,5.20840953662616,3.728349643580322,1.7004057233008518,0.18604272998107516,Iris-setosa
+70,6.184657579133926,3.0893469965208054,4.9467522124406775,1.6136705668335507,Iris-versicolor
+71,4.884391001447007,3.2218335693237408,1.7018486542867863,0.12021578038151909,Iris-setosa
+72,4.9541634454126635,3.2032702997532962,1.3157405033760297,0.06593980753096262,Iris-setosa
+73,5.198429485119436,3.3230945224739763,1.5288595607391504,0.21508585017876042,Iris-setosa
+74,6.612262827548864,2.905873839136432,5.493460110783507,1.9695273217607299,Iris-virginica
+75,4.713552924538056,3.1816712834413274,1.353829516906611,0.18507977357593325,Iris-setosa
+76,6.53337146091408,2.9222881296813217,5.001103519893973,1.7417612596492733,Iris-virginica
+77,5.791182308312561,2.8572457910578044,4.297474413280134,1.3584313263312409,Iris-versicolor
+78,5.159379178795014,3.005800240774016,1.4491200640770339,2.0829012493803036,Iris-setosa
+79,5.704608083480972,2.453666986406012,3.7801696637241364,0.8908290948465051,Iris-versicolor
+80,4.680202424429581,3.2229144381750263,1.447436970688695,0.07225328902612799,Iris-setosa
+81,5.1704543285830376,3.499817258382684,1.4579160761797807,0.7056360026174464,Iris-setosa
+82,4.769030982169764,2.771312371313095,1.3332464294213948,0.31548904413000745,Iris-setosa
+83,5.733463836540437,2.388439505148146,4.0904258974364005,0.9547577417725518,Iris-versicolor
+84,5.122188384027687,3.272594526353979,4.991574706328456,1.7913773645660616,Iris-versicolor
+85,7.458547736735786,3.3948661918952774,6.545280760459841,2.024421715895881,Iris-virginica
+86,5.197601007497435,2.9192610101198486,4.843387214003392,1.316898910257315,Iris-versicolor
+87,5.565858317467438,3.055698782893769,4.733138982350921,1.5320243315266873,Iris-versicolor
+88,5.318206863744871,2.780960891522806,3.648002398907674,1.1124311724242633,Iris-versicolor
+89,5.7359442449597555,4.008409831190567,1.5276370499230916,0.4147879142357334,Iris-setosa
+90,5.477393816672053,1.9618235238127408,3.7914726007889383,1.2747258966293873,Iris-versicolor
+91,7.467315140534193,2.9679221496626202,5.997675979324638,2.367941283448294,Iris-virginica
+92,5.308087263323743,3.1784793173601136,5.096123981682721,1.837236934763031,Iris-virginica
+93,5.57019602141524,2.948682514424798,4.590795036194236,1.5915371097816076,Iris-versicolor
+94,4.90660635816276,3.168654247590121,1.6312409446306089,0.15718604688258403,Iris-setosa
+95,5.6826788755716064,2.8663939903068663,3.9916688450521165,1.3219238237230793,Iris-versicolor
+96,5.156972648993303,3.5954923192093045,1.429302439345667,0.5444127498794937,Iris-setosa
+97,6.0421089289502445,3.70081798823601,1.3720124763555388,0.21019723588297154,Iris-setosa
+98,5.949582390958762,3.0986572315848457,4.789028066371759,1.1786998984428547,Iris-versicolor
+99,5.291500329790895,3.4828644009312955,1.59083413744556,0.5195185783502385,Iris-setosa
+100,4.808829395683932,2.9617135476476726,1.4791931340603046,0.12003847419849967,Iris-setosa
+101,5.95196449093811,3.2636222089876163,4.750296904908882,1.4713699015166581,Iris-versicolor
+102,6.762737469392103,2.5721285778270877,5.173176733248701,1.868024754019065,Iris-virginica
+103,5.119192323985668,3.235668383352982,1.4774289888100471,0.05826638938269324,Iris-setosa
+104,5.202346378396417,2.781236074104085,1.2578165703075161,0.19838656007865813,Iris-setosa
+105,6.50087032098361,3.130787889333836,4.695155671059497,2.0158182008386554,Iris-virginica
+106,6.415550414367219,2.9753415549710707,5.194905968920431,1.6429857274450659,Iris-virginica
+107,5.5415268379960105,2.6108725021635992,5.624053345042456,2.0415363187337805,Iris-virginica
+108,5.481929940758906,2.6889989328471513,4.051679616529145,1.2781252656247448,Iris-versicolor
+109,5.179821649441131,2.67018520539036,4.138161997725312,1.1958388218700036,Iris-versicolor
+110,5.802938084535423,3.212477948736868,4.278098509411196,1.6159034602314704,Iris-versicolor
+111,4.977189719921471,3.478552251729373,1.474595336025564,0.2116980725061981,Iris-setosa
+112,5.414277930187234,3.309501064110689,1.3608468016758615,0.17581214994949573,Iris-setosa
+113,5.961798733847543,2.5957423607760894,3.828396246565672,1.0733361485799193,Iris-versicolor
+114,5.2651873797669335,3.360436286340324,1.2943137772653772,0.24663285517536063,Iris-setosa
+115,6.739699204912128,2.8194332407555214,4.667793204622987,1.231262297646043,Iris-versicolor
+116,5.704933630865669,2.7869014693625114,4.184588955395215,1.2104194754307922,Iris-versicolor
+117,6.695021517817878,2.9570107699027446,5.714904250158449,2.070762011017583,Iris-virginica
+118,4.762643170854625,2.879235346786116,1.1825762183088377,0.20854550745627626,Iris-setosa
+119,5.7810384760936815,2.903831157717812,4.407788731685772,1.2416999187107003,Iris-versicolor

iris/tvae/4/17/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tvae/4/17/train.csv

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

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tvae/4/18/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.390557295562748,2.5687973109966853,4.6072297867530745,1.1091792691106854,Iris-versicolor
+1,4.79118039136732,3.2460022730779174,1.3599464623962123,0.23498542243031206,Iris-setosa
+2,6.173785296492336,3.2314759592176285,5.066200723115079,1.4512447545952467,Iris-versicolor
+3,4.665073043572456,2.731236698008248,1.4771211719792512,0.0918481003299963,Iris-setosa
+4,6.308684776225151,3.0576373092495075,5.352118240771673,1.698318000425441,Iris-virginica
+5,6.101889500119384,3.1396619685180074,4.258365610450878,1.5981863435451866,Iris-versicolor
+6,5.119594699565051,3.255403155177738,1.262439165839623,1.4482741510857227,Iris-setosa
+7,5.963403355446959,2.677782925548893,4.111908351892096,1.4184695674640095,Iris-versicolor
+8,6.246947018195928,3.0969703682796306,4.434606664895258,1.458493692516826,Iris-versicolor
+9,4.452222096523648,2.5184643929099964,1.42502570556735,0.3134894936992429,Iris-setosa
+10,6.578057309576504,2.837152818135933,5.392298125767599,1.666309136006495,Iris-virginica
+11,6.722737556892608,2.6179615232926934,5.022938466343878,1.8268434647145462,Iris-virginica
+12,6.793393532402283,3.0739071976400663,4.814636406026949,1.4424732624935446,Iris-versicolor
+13,5.97698076058641,2.9251895493315705,5.135089941941707,2.0547410100692094,Iris-virginica
+14,5.812528485717502,3.11465037762356,4.25988265022278,1.4383741111452861,Iris-versicolor
+15,6.515156474272799,3.286181941789727,4.545323634642782,1.4611812447452541,Iris-versicolor
+16,5.126081471305068,3.2731971588088284,1.415450902891481,0.14024514308086033,Iris-setosa
+17,5.020845964360233,3.2041323630352307,1.5754651251626066,1.248392466176233,Iris-setosa
+18,6.646906332395238,2.956967610745639,5.176054412124569,1.5146968477048417,Iris-versicolor
+19,5.7696793706263865,3.0957423096566727,4.882439769965792,1.8460399862973265,Iris-virginica
+20,6.118637021113293,3.3369824693451067,4.896704169722987,1.5564537981354858,Iris-versicolor
+21,6.982040057749524,2.8847746231064884,5.890335830923388,2.4794474754494242,Iris-virginica
+22,5.792009461116425,2.7211617780881276,4.763580991119906,1.6097698135303553,Iris-virginica
+23,4.826292780446355,3.62042715592237,1.4465899373042366,0.15551673484972528,Iris-setosa
+24,5.106557220223389,3.6849435939205,1.321984460972751,0.2413984450603843,Iris-setosa
+25,6.047182879061568,2.8888034758200067,4.584781925097931,1.671412912997978,Iris-virginica
+26,6.004504042405229,2.5728901742096895,4.728361921492659,1.1237909033637221,Iris-versicolor
+27,7.16290615298008,2.502686026553213,6.327502024243627,2.0781580669115542,Iris-virginica
+28,5.210085482394658,3.355138760742907,1.5044641068418196,0.21134016879573705,Iris-setosa
+29,5.05349103283392,1.9171974820702782,2.7204429984182017,0.751226880586884,Iris-versicolor
+30,7.1926573536724785,3.1055129695658272,5.683217597001496,2.099405973851096,Iris-virginica
+31,7.05039401697615,3.2682426245129643,5.640896526273565,2.7133605152369435,Iris-virginica
+32,4.821166113611526,3.1009377064715156,1.2175518004228274,0.2289821342097894,Iris-setosa
+33,6.707780635799676,3.15322795167384,4.959723481842049,2.350349871536658,Iris-virginica
+34,6.6194303271064445,2.844215323438009,4.7358327993315,1.2543228418022259,Iris-versicolor
+35,6.518263110919548,2.858654376751547,4.5123448156704695,1.5275049179245357,Iris-versicolor
+36,5.166747905499559,3.3984650881106675,1.3017712744589383,0.404028925700669,Iris-setosa
+37,7.186238960231437,3.433073388414259,5.905230714813074,2.2021447408114607,Iris-virginica
+38,4.250926078038537,2.5563774907675056,0.9482029112601069,0.16163361011651645,Iris-setosa
+39,7.202876999980894,2.9369017358027003,5.227692572081351,2.0048653176844935,Iris-virginica
+40,6.848304953133189,3.089673818325815,4.987913666989732,1.5671405975040498,Iris-versicolor
+41,6.8835508211232375,3.3601726737578383,5.426400090798573,2.4417645074720316,Iris-virginica
+42,6.40015572521809,3.1972565424100385,4.129133187217112,1.7696918549245777,Iris-versicolor
+43,5.92214617178295,2.9428238118575685,4.616289623623075,1.273806453508054,Iris-versicolor
+44,7.043713179188818,2.652339576707897,5.3928646781549165,1.7406148398279053,Iris-virginica
+45,5.952130500528841,2.952056093528858,3.917978981371322,1.296862553969266,Iris-versicolor
+46,4.67218302742456,3.105832704947318,1.378169149993698,0.07265625242979568,Iris-setosa
+47,4.889961914013624,3.0358946074281214,1.434807272566521,1.1890578498030142,Iris-setosa
+48,4.42897728412559,2.7400961855662698,1.1126635321609393,0.15746210494488133,Iris-setosa
+49,5.030153882630969,3.1539873556764713,1.4250389702801265,1.1155111434807545,Iris-setosa
+50,4.774391700252967,2.980973794202549,1.5041477653501345,0.13419212506507172,Iris-setosa
+51,5.301232644014806,2.4957694482104413,3.3212352759051376,1.076548185828703,Iris-versicolor
+52,4.843765843236491,2.981495101531072,1.5259105388515621,0.07840584502282996,Iris-setosa
+53,5.070247927509469,3.0009065934851615,4.821902596852446,1.4328181004592178,Iris-setosa
+54,4.848151548603992,3.202728594911965,1.4799299737210003,1.5520769639170175,Iris-setosa
+55,6.6481221697542265,2.6059409080148037,4.644620643023245,1.3459023202306768,Iris-versicolor
+56,5.382268062370647,3.5054330547018386,1.3872495044852693,0.20688098588478315,Iris-setosa
+57,5.775555113407165,4.07281061662123,1.6583407360043276,0.4297081413214193,Iris-setosa
+58,5.847837588853249,2.368237068754376,5.139290713055024,2.076281743016986,Iris-virginica
+59,4.921191050153752,2.7224498350442725,3.819146836046434,0.22307954162956967,Iris-versicolor
+60,6.796216267626707,2.7564852672364113,4.812135956494533,1.8449085356376762,Iris-virginica
+61,5.216570510822311,3.877942706527633,1.3586009943449684,0.15038931588597615,Iris-setosa
+62,5.290852659647609,3.5737046949708047,1.4820965395626846,0.3022509034186569,Iris-setosa
+63,6.351189019763425,3.152511068641095,4.320070972731505,1.3191577805729011,Iris-versicolor
+64,4.915228211640345,2.8711810278897856,1.3537990816514347,0.17195176864661954,Iris-setosa
+65,7.002426640584257,3.0746969439942187,5.555434186764645,2.230794632097721,Iris-virginica
+66,6.272737934145411,3.5507521164969638,5.47791267769354,2.7013332520666538,Iris-virginica
+67,6.861635501166924,2.8525479963970963,5.584055423719598,2.040284872363694,Iris-virginica
+68,5.216934162326981,3.495032748569275,1.3367046470422557,0.26998631721362143,Iris-setosa
+69,6.363517482762491,2.9997135603892415,4.609235112621015,1.452797510307906,Iris-versicolor
+70,5.559688390563921,4.364246719911667,1.711824299576021,0.3371100088597292,Iris-setosa
+71,5.886941951414635,2.9747466047721964,4.3044438487501875,1.2200154252379125,Iris-versicolor
+72,7.392697695835409,2.699833743005996,5.724358903500801,1.8761704171869558,Iris-virginica
+73,6.3711070912000025,3.1019146535418227,4.88243131522203,1.6853783843338386,Iris-versicolor
+74,5.7885476610258175,3.059168724552949,4.435818506657286,1.5139365950569494,Iris-versicolor
+75,6.452990146845945,3.100074843339514,4.31632484771629,1.5097408419015335,Iris-versicolor
+76,6.727040186013588,2.771006464096015,4.878924425739777,1.9152759196477582,Iris-virginica
+77,6.430710679627804,2.9868731420268944,5.4196816555026555,1.985448268129283,Iris-virginica
+78,6.025864195568111,2.1530669822455395,3.7273311220893595,1.193044968702241,Iris-versicolor
+79,6.311863150274498,2.583865596946092,4.828440728139955,1.6734142231548055,Iris-virginica
+80,5.888072952269772,2.5726069771264024,3.857245791976996,1.3734520538992374,Iris-versicolor
+81,5.457211627097418,3.4400654860516253,1.4833959796392455,0.19076222897485054,Iris-setosa
+82,5.860127210681328,3.498111693201872,1.7058537084110805,0.2021494326294346,Iris-setosa
+83,5.51429565819617,3.51437673286114,1.5012634244561238,0.5640200593686406,Iris-setosa
+84,6.1827067514291905,2.7100378760364943,4.790250425050212,1.5091764930619507,Iris-virginica
+85,4.713892961778944,3.1297587714070905,1.32923786205155,0.19657226945393164,Iris-setosa
+86,4.721788745878453,3.2519451007201736,1.5592741711331306,0.16472444295772226,Iris-setosa
+87,5.796605004597154,2.784078632750602,4.1779985256527175,1.548021586648898,Iris-versicolor
+88,7.030709645117246,4.566732554734573,1.1730375048812514,0.18393969680266295,Iris-setosa
+89,4.809119184700184,3.0735396171603675,1.257611960657091,0.17703427698866048,Iris-setosa
+90,6.58663310918221,2.7348908442548603,5.56655834595847,1.9514053059206067,Iris-virginica
+91,4.921040857621068,3.4063937148771286,1.6563213554999436,0.2570798489387317,Iris-setosa
+92,5.186650421732643,3.000064878040496,1.2095242048427,0.25848998728393785,Iris-setosa
+93,6.413026353462957,2.907488410392375,4.661112458859653,1.515029830803204,Iris-versicolor
+94,5.978882658462465,3.9119730513311426,1.6929460291100393,0.3178739084620092,Iris-setosa
+95,6.718449356265837,2.9643833537038122,4.926795527127818,1.3804234934008228,Iris-versicolor
+96,5.372002502512102,3.544380747880369,1.2268433700889723,0.4971439312486471,Iris-setosa
+97,6.445996555350957,3.1237960971992407,4.651875146608554,1.2274928384028185,Iris-versicolor
+98,5.125288001077733,1.906162731030608,3.5985289019376054,1.203333378381077,Iris-versicolor
+99,5.235556393950748,3.9226526475003416,1.1601192037032333,0.3281875787421557,Iris-setosa
+100,4.567747793664123,3.1743591508282165,1.9219576068203759,0.10566303861509924,Iris-setosa
+101,5.448460150433575,2.3682264446912096,3.4146599945057323,1.2891614319339106,Iris-versicolor
+102,5.2230806851975435,3.1506482306296775,1.576491404542232,0.16034375481894497,Iris-setosa
+103,6.101661202210542,2.6232843301300983,4.358214649486884,1.3219474378260883,Iris-versicolor
+104,5.184471735268547,3.45386661315485,1.590860441930513,0.3078457585225234,Iris-setosa
+105,7.806016936268203,3.604281968557059,6.96797806590834,2.215662795108281,Iris-virginica
+106,5.001990565662884,3.4705328516159195,1.4039517045323506,0.10088569915427811,Iris-setosa
+107,6.244884998197276,2.6171188249523634,5.284502058721611,1.8506167035451035,Iris-virginica
+108,4.9726075991034975,2.920334066680279,4.841994589250806,1.5030400984378998,Iris-versicolor
+109,5.058646304314661,3.2760976889459883,4.995257789950893,1.8413822065108052,Iris-virginica
+110,6.098213758487742,3.7032921899563185,1.5786712745338103,0.22687947379834605,Iris-setosa
+111,5.8110046344345,2.609586320465962,4.743648437812191,1.240240726183432,Iris-versicolor
+112,5.302764930275977,2.679858215827639,3.674845989367049,1.1962995603288011,Iris-versicolor
+113,4.903847913604895,3.4327051575434027,1.4756436104296982,0.13286637279603727,Iris-setosa
+114,5.334999339258489,3.825946765662991,1.3522996656780537,0.22910103805377613,Iris-setosa
+115,4.9960813816518375,3.3095348826893205,1.6968196020934596,0.08701841644601532,Iris-setosa
+116,5.015619054051689,2.337235665837632,4.021166135015934,1.4260317977381236,Iris-versicolor
+117,6.536077644531494,2.816045181220183,4.38947055234314,1.3118793212974023,Iris-versicolor
+118,6.110399199621445,2.607664815543112,4.657462936665113,1.3096016042738439,Iris-versicolor
+119,6.467825850378009,3.195640044375409,5.699130435248806,1.9201125841548452,Iris-virginica

iris/tvae/4/18/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tvae/4/18/train.csv

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

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tvae/4/19/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.651908785129586,2.6709328893707474,4.6563895498292505,1.3677465627012166,Iris-versicolor
+1,5.827658129160984,2.997408830161034,4.379050209529131,1.0926015021536444,Iris-versicolor
+2,6.026716117157884,3.743347264547549,1.517266688092175,0.106647421469972,Iris-setosa
+3,5.128129467067229,3.206269319854426,1.6324423186148562,0.5218097486727308,Iris-setosa
+4,4.988160399865798,3.212748324798438,1.4020177426043925,0.41260841193123543,Iris-setosa
+5,5.997045923658915,2.654998249279424,4.9467850018527475,1.574057431685125,Iris-virginica
+6,7.0477681807347725,3.366821975429219,5.574333036296062,2.7597117348886195,Iris-virginica
+7,5.6504329295084705,2.2844500960950804,4.1599232136722755,1.373213463852559,Iris-versicolor
+8,5.019022917877041,3.5161552031780667,1.6027673977896097,0.14382616522928754,Iris-setosa
+9,4.8977673841243705,3.2059737069659766,4.616449493080887,1.6605712597954831,Iris-versicolor
+10,5.219085098273406,2.6890614319262407,4.6815203232947376,1.2756019455861276,Iris-versicolor
+11,7.420084814962436,3.0080656905426193,6.2221666107229145,1.8094715468162976,Iris-virginica
+12,4.911884411299957,3.0879004541521113,1.340034504826152,0.08837889936794163,Iris-setosa
+13,5.700262251717568,2.920995095828183,4.7551309119176635,1.556999973707259,Iris-virginica
+14,4.465942755917557,2.871943399052272,1.421081045126448,0.15650760155349322,Iris-setosa
+15,4.703521384191148,3.219511684627026,1.43610232599769,0.1286541085212873,Iris-setosa
+16,5.256712519099955,3.3102503749589753,1.4838881987875745,0.15169029101503928,Iris-setosa
+17,6.352248184267772,2.947501431464688,4.887322604174803,1.3160916490450045,Iris-versicolor
+18,6.140534956267756,2.44248284498641,4.074766571094384,1.1184225226103757,Iris-versicolor
+19,5.003079835165735,3.2502872480811322,4.797238222080116,1.6181039866236382,Iris-versicolor
+20,5.074383330139057,3.145427529514909,4.796627803965895,1.5705403033096503,Iris-versicolor
+21,7.186176989395552,2.856372176017937,5.970189671413722,2.281841167227671,Iris-virginica
+22,4.961475689539004,3.2543700181279123,1.56196542950475,0.032714140371580824,Iris-setosa
+23,7.500578436946586,2.8857283036197474,6.446392562783537,1.9098593932477517,Iris-virginica
+24,6.363078911301504,3.0886231447394494,5.16354778521365,1.9608870286619222,Iris-virginica
+25,5.64746252551453,2.838311341469226,4.418782381701826,1.427120388230239,Iris-versicolor
+26,6.793644419950981,2.984397599873627,5.003573298709439,1.4727112656221581,Iris-versicolor
+27,4.8925668509269205,3.1353994302599597,4.772090656886093,1.2550630097466406,Iris-virginica
+28,4.683469513358322,2.8516701563136166,1.3422768761394395,0.141245284606053,Iris-setosa
+29,5.84373845318996,3.087287568653214,3.951781039189352,1.8408099156709037,Iris-versicolor
+30,7.8228407638314605,2.7574745876514957,6.358033435199406,2.1904874393496043,Iris-virginica
+31,6.712286033756748,2.594294203926141,5.135297292088037,1.7735981851638203,Iris-virginica
+32,5.041067821453735,3.7235395916095055,1.3615126431653768,0.22331535548082662,Iris-setosa
+33,5.766067521676589,2.426557816078763,3.6422957845600976,1.1710953955775347,Iris-versicolor
+34,6.1729353768226565,2.951280044809867,5.0581112522612,2.212939420569414,Iris-virginica
+35,7.144484667815455,3.189518319163094,5.650477471446007,2.204754526203725,Iris-virginica
+36,7.25575556882375,3.1618012909260496,6.36196495801778,2.150173134307123,Iris-virginica
+37,6.520714659788894,2.695349267398423,5.383369218293817,1.759469353556155,Iris-virginica
+38,6.987207506989965,2.7538911866163267,5.774287101747255,1.791723020155553,Iris-virginica
+39,5.097966708096627,3.186429968427361,1.5740006782179223,0.2754955972726958,Iris-setosa
+40,5.901050561420036,2.872318871613207,4.773569648819557,1.7672460056838555,Iris-virginica
+41,5.539528742716395,2.521039858377968,3.658334815861246,1.0884271933585086,Iris-versicolor
+42,4.843427103140306,2.909700845579247,1.3918221142423992,1.1435440127921348,Iris-setosa
+43,5.747469591964463,4.12110146990473,1.1347651160826076,0.5097677785388336,Iris-setosa
+44,5.914668743858159,3.611744875368768,1.5001824260743515,0.2657208960108641,Iris-setosa
+45,4.553875936265585,3.3478035915898183,1.696728539454016,-0.01822508316252347,Iris-setosa
+46,6.945178300015522,2.942700907596119,6.219095979135077,1.6406273049226199,Iris-virginica
+47,5.741735772882675,2.8710445707801435,4.2402100060095735,1.305604446697092,Iris-versicolor
+48,5.507139491054181,3.7073482097354233,1.6237388234622772,0.336588408530601,Iris-setosa
+49,7.763455873370943,3.489144439677789,6.205841997989852,2.0858819132172837,Iris-virginica
+50,4.828854418977311,3.617952659301554,1.7241171799162045,0.27815398989648776,Iris-setosa
+51,5.129289163357718,3.148167958545092,1.5858414866401764,0.18668624680732704,Iris-setosa
+52,5.006702687075099,3.153438795371391,1.3595298901865607,0.17090239608738061,Iris-setosa
+53,6.807489624489939,3.0874964831604257,4.891575671313391,1.49604999064682,Iris-versicolor
+54,5.90894924275988,3.439270489731598,4.720109516399667,1.5432698454639626,Iris-versicolor
+55,6.280863267163772,3.11503036603838,5.154791353397444,1.6972921905359928,Iris-versicolor
+56,4.824724784803246,3.0168805794626428,1.367387711890994,1.2550235043823876,Iris-setosa
+57,5.463229109444989,2.3045235590230364,4.366198707603087,1.5201284414546061,Iris-versicolor
+58,5.747038554654102,3.1406309891970374,4.787214533571994,1.7835599424921644,Iris-virginica
+59,6.346834810033561,2.7654598526242986,4.793249629896463,1.9542262298250366,Iris-virginica
+60,6.989204197856588,2.6876999355157833,5.748427953623993,1.6771116051592219,Iris-virginica
+61,7.572204591574246,2.675203910043962,6.279642655493738,2.0183186348924287,Iris-virginica
+62,5.019159510791805,3.0700732795040158,1.4355872886262853,0.1277778906962256,Iris-setosa
+63,6.787966466557524,2.543594557329216,5.118209433835075,1.9250161930535772,Iris-virginica
+64,5.129756348718548,2.8360350227951283,4.852243152553638,1.6406477624520504,Iris-virginica
+65,6.821227823748372,2.9859357614669992,4.207650701318238,1.335463204633636,Iris-versicolor
+66,5.164911292180096,2.479178725223586,4.24967390299922,0.11704215062113857,Iris-setosa
+67,6.6180292655544575,3.7738698266743915,5.1806916815678115,2.4482577635257137,Iris-virginica
+68,5.186653825532472,3.1363336152221364,1.4095949312269693,0.18772625530171821,Iris-setosa
+69,4.968085228207503,3.0177981546743293,1.6163289117592154,0.303730417479135,Iris-setosa
+70,7.0884372465132275,2.8169347261548032,6.31994062488939,1.6002931017733086,Iris-virginica
+71,6.120732048910553,2.6552368499851213,4.554384948904374,1.3610319093819734,Iris-virginica
+72,6.12811240273989,3.0097244547551414,4.796945995118833,1.5328093776648926,Iris-versicolor
+73,5.120202047819771,3.249337582088483,4.618376056933657,1.5290099779315638,Iris-versicolor
+74,5.009013658379291,3.0908088994810226,1.4691712548711204,0.2420340867646214,Iris-setosa
+75,6.876190756469818,2.7800205890976635,5.009783967332677,1.7653565099591098,Iris-virginica
+76,5.306784340104256,3.372563743533926,1.2058091655924643,0.20094372077101239,Iris-setosa
+77,4.7322887940083245,2.7875537205120713,1.2916299229841461,0.16690552708603534,Iris-setosa
+78,5.911211627818898,2.7845297599712904,4.746862080998346,1.3776236563394098,Iris-versicolor
+79,6.092358559404951,3.239596835435477,5.168139197865043,1.9216780670818638,Iris-virginica
+80,4.821456113544854,2.70163098856148,4.860989011390835,1.355263536203661,Iris-versicolor
+81,6.5910709192331485,3.442054799542048,5.187829267234022,2.2123354384554,Iris-virginica
+82,6.813353054816724,3.033342227524408,4.666032083224299,1.3947593561982368,Iris-versicolor
+83,5.885668153667333,3.2444876321154665,4.988732145551889,1.4650480500997236,Iris-versicolor
+84,5.575740585340838,3.0647866445204928,4.688189846563618,1.7795563866180317,Iris-virginica
+85,6.546002215649387,2.9139013211234754,5.406004517107746,1.9874300055410075,Iris-virginica
+86,6.222948915325802,2.9905159594243194,6.070711610852543,2.6682326964386824,Iris-virginica
+87,5.7697574562242835,3.203179006390727,4.459164607543034,1.7756599266851378,Iris-versicolor
+88,6.733904777169967,3.141989264145393,5.1270963295339955,1.6341937603185548,Iris-versicolor
+89,5.792835797095348,2.5661073494064173,4.01835895715717,1.2957944966505348,Iris-versicolor
+90,5.221719689391747,2.0893563401397333,3.7882788408224206,0.9258551210509912,Iris-versicolor
+91,5.040827680304888,3.1967972888877636,1.55832940346337,0.2036469243308919,Iris-setosa
+92,6.5114466043642105,2.9788532500453453,4.455670852757652,1.061475781789249,Iris-versicolor
+93,6.451075773876168,2.8500264263210755,5.152173006127287,1.7415146802624613,Iris-virginica
+94,4.909853604159483,3.1978578919600893,1.1942717374933187,-0.03062656231792421,Iris-setosa
+95,4.472183523584185,3.9499010727391806,1.2176540089977388,0.1313827817152911,Iris-setosa
+96,4.758728546691694,3.117858653164985,1.613348440343584,0.2674219852972278,Iris-setosa
+97,6.360733345576546,2.83618657375908,4.779774258059746,1.4785310593067345,Iris-versicolor
+98,4.847917138722734,3.3692900037525995,1.4053344775497147,0.18848569989785974,Iris-setosa
+99,5.503464758456612,2.688840850116233,3.8229295849931,1.484557558858933,Iris-versicolor
+100,5.3432138129634374,3.1097532125768668,4.479385397151943,1.4672273798778845,Iris-versicolor
+101,5.685979458539315,3.125311397259657,4.479737922824648,1.2789444386176434,Iris-versicolor
+102,5.840797812020911,2.359958760829205,3.7980187545512543,1.10032477840948,Iris-versicolor
+103,4.724987375512976,3.2021788015870283,1.4147729321168083,0.14483439202946596,Iris-setosa
+104,5.391674228749354,3.4750003022573845,1.5050385592831441,0.18628697707459646,Iris-setosa
+105,5.298139854689361,3.971729959780599,1.5319277958774113,0.2934603529039098,Iris-setosa
+106,6.588404392329109,2.4194461540104357,5.161966685157224,1.5548500380703816,Iris-virginica
+107,5.963706930877459,2.711349637362647,5.305181332334026,2.0508214756875853,Iris-virginica
+108,4.677006062418332,3.117046506360238,1.318450450804955,0.08375233528028381,Iris-setosa
+109,4.9712738437459745,3.472705832322354,1.6734764152357358,0.09391142607377534,Iris-setosa
+110,6.046827419760633,3.9134076777948534,1.6054268156218985,0.22085446013295096,Iris-setosa
+111,5.106802283709731,2.174484613594026,3.967317010630798,1.1593527856087682,Iris-versicolor
+112,5.7437492845958396,2.9099549918031697,4.413020789351284,1.3904873282642094,Iris-versicolor
+113,5.134980993287434,2.6152114531862196,3.7911349475158227,0.8529002609156164,Iris-versicolor
+114,4.791085510534817,2.4759824185665305,1.261385617324122,0.3202203122725607,Iris-setosa
+115,6.397258606996946,2.505494295626613,4.703113258521803,1.985895167252409,Iris-virginica
+116,5.025386569726383,3.220711344791098,1.3875859598524998,0.21263997687486544,Iris-setosa
+117,5.082185306006484,2.009574208871967,3.538885870372682,1.2870047577609947,Iris-versicolor
+118,5.239850975730023,2.602898922626604,3.894730470276321,1.0197692775924103,Iris-versicolor
+119,4.269558633358003,3.5824500694953225,1.1657531303838802,0.09212335355663637,Iris-setosa

iris/tvae/4/19/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tvae/4/19/train.csv

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

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tvae/4/2/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.5116486745136815,2.709849550680006,4.151872625959956,1.6161712732166686,Iris-versicolor
+1,6.465524372513595,2.7617835231382832,4.676197363634711,1.6604390585359365,Iris-virginica
+2,4.423164590625897,3.1579852670223088,1.3763580195326355,0.13505952008746444,Iris-setosa
+3,7.170349880561849,3.0755207512352705,4.613916860889536,1.305674223053452,Iris-versicolor
+4,4.344450717367207,3.1173643771253685,1.4340611981300178,0.20853712354017423,Iris-setosa
+5,5.076166463101301,3.6019848304543722,1.5976605044670975,0.4808352341401514,Iris-setosa
+6,7.257538436107504,3.3182552560827667,5.753348327262861,2.4882282451412814,Iris-virginica
+7,4.685865062511591,2.8528491545357975,1.4235620185851041,0.25612755447615754,Iris-setosa
+8,6.652300391119714,3.2517043254334466,4.82333031272983,1.4248672978158823,Iris-versicolor
+9,4.744188098316308,2.789024648594799,1.385910007266665,0.055384311372209005,Iris-setosa
+10,4.712921873374179,2.9662730352506537,1.439292657626994,0.2334180650028425,Iris-setosa
+11,5.16834926417737,3.0284968080725347,1.4923293969474087,1.3162621797232053,Iris-setosa
+12,5.075982651857957,3.061234684827932,1.4986354637750123,0.5380173895970468,Iris-setosa
+13,5.194952644034579,2.776826226957345,4.339624205470801,1.228947163009781,Iris-versicolor
+14,6.663625385741769,3.151045104255263,4.805718820777764,2.4228281932690106,Iris-virginica
+15,5.872170539247227,2.6524721482028935,3.997002685645175,1.2521443483859762,Iris-versicolor
+16,5.498187830215663,3.6576944104888955,1.391096377917904,0.3328680112323375,Iris-setosa
+17,6.062689931685202,2.5991259611726756,3.989580542560413,1.0600294803101111,Iris-versicolor
+18,5.747963583599652,3.002584372062031,4.469233381936496,1.4878622464233964,Iris-versicolor
+19,6.976041269720623,3.0669279495159416,5.164529887889263,1.9088215268987772,Iris-versicolor
+20,4.8775214244620395,3.3104214044867817,1.452804728837812,0.27258168479786626,Iris-setosa
+21,6.308202744092111,2.9032732955400893,4.969042141972294,1.6100907294079523,Iris-versicolor
+22,5.693941763819428,2.5360448200292836,4.77175997084473,2.0355054422043404,Iris-virginica
+23,7.113403502976759,2.3917896191641264,5.846688048142473,1.9156634409438764,Iris-virginica
+24,6.371474468262778,3.5925153852622445,5.163340473261574,1.8590730284699037,Iris-virginica
+25,6.906421490516557,3.491772923030497,5.463186067850868,2.575340899465823,Iris-virginica
+26,4.604128963448641,3.295754806850952,1.4364130865411633,0.28095408097460384,Iris-setosa
+27,7.2762197413349465,3.453719380400914,5.929785987714093,2.226169004664014,Iris-virginica
+28,4.902582833400434,3.3552776636311017,1.4765197340845866,0.279830287779908,Iris-setosa
+29,4.9944412571940235,2.437360295659817,3.2106448806870924,1.1309571312979343,Iris-versicolor
+30,7.394948324989786,3.4967095376269666,5.674614267596273,2.6072171163820745,Iris-virginica
+31,6.597480258511311,2.770571640820421,4.770210604240307,1.9569793004894072,Iris-virginica
+32,5.860616002121132,3.036201696132097,4.419687925733365,1.7043964217633407,Iris-versicolor
+33,5.832707929974851,2.5038566081398392,4.1981912366275,1.7599887545888204,Iris-versicolor
+34,6.131217472538058,3.1946226768612798,4.613055141501792,1.779959856026034,Iris-versicolor
+35,5.404676873849263,3.372926962048113,1.4361311061522508,0.22052223376104702,Iris-setosa
+36,5.284839805158812,3.725293403650123,1.6366317841521119,0.41697225960917605,Iris-setosa
+37,5.040135004193408,3.2557982727606865,1.712063382809851,0.545735574533917,Iris-setosa
+38,7.442176583764503,3.8181770622661895,6.2788179833676345,2.0918130788971125,Iris-virginica
+39,5.4104220875482865,2.660702811153453,4.151358578297613,1.4142333544670893,Iris-versicolor
+40,5.324007441123953,3.048415493396144,1.6886326278134234,0.10700402024121902,Iris-setosa
+41,5.7786195263060725,3.15743908113451,4.127389345644019,1.6543648758127825,Iris-versicolor
+42,5.783515684010412,2.9821154717637377,4.061689933608777,1.483398745186817,Iris-versicolor
+43,6.0482691671770175,2.2142183922429726,3.989023113293581,1.0642096893692383,Iris-versicolor
+44,5.171105123200744,3.057757794176125,4.922631335588344,1.999119217258381,Iris-virginica
+45,6.328016625461072,3.0083599875117115,4.7738833261944515,1.327943598195546,Iris-virginica
+46,6.100101172046447,3.113377146619823,4.547265845764467,1.2980541785520534,Iris-versicolor
+47,5.53244399747367,2.920205983480081,4.056889433555452,1.3488600973250824,Iris-versicolor
+48,6.607996681426392,3.4536803230786126,5.2476991975078695,1.9105665100984686,Iris-virginica
+49,7.140027128443982,2.94293861111726,6.23850782434779,1.7334585662049673,Iris-virginica
+50,5.053451508326693,3.493208297999768,1.65356846098398,0.2668859673590733,Iris-setosa
+51,5.547812014106976,1.9690324850997503,3.669100109868754,1.0185470333655093,Iris-versicolor
+52,4.84607990548621,3.4747522695844295,1.6182499299031692,0.20283178419442485,Iris-setosa
+53,4.803382604584951,3.365573465179974,1.2358938508495567,0.0918155722372355,Iris-setosa
+54,7.330672006505937,3.327484592577869,5.884821265029215,2.562899377844596,Iris-virginica
+55,6.958362110540416,2.676288268915197,5.024934816012602,1.6752161580736764,Iris-virginica
+56,4.689570738736556,3.168106339331901,1.2693374757684965,0.23623045234842283,Iris-setosa
+57,5.584254779345678,3.5733027667201296,1.5321333205033945,0.2680357222171279,Iris-setosa
+58,5.521053330892331,2.6826838723533193,4.38442684364212,1.2608496957572481,Iris-versicolor
+59,6.4574385853165825,3.1812617079780106,5.4865157204513455,2.0749776057625766,Iris-virginica
+60,4.932497772084267,3.2378942263883186,5.030260487268628,1.8182225685839075,Iris-virginica
+61,5.039486898380665,3.3365362739192026,1.578007439325617,0.25758680849605603,Iris-setosa
+62,6.3527300614662865,2.828511655988172,4.991613847959162,1.6556362473042472,Iris-virginica
+63,6.106773813844898,3.2721992038083423,4.532407813367588,1.3961160983289134,Iris-versicolor
+64,5.195376979364649,3.8319578108127326,1.5883481793915615,0.30807231490883624,Iris-setosa
+65,4.551688844302971,2.9707395356776103,1.4178836711824998,0.10765115591618107,Iris-setosa
+66,4.676116517088203,2.689326051978864,1.2606438433259728,0.1308405559771113,Iris-setosa
+67,6.399025815306662,2.9089002030663793,5.60115340387341,1.9885840883613417,Iris-virginica
+68,4.920651532218829,3.228750333468467,1.5923735764084406,0.08888343811968674,Iris-setosa
+69,6.718433614532607,3.0143701126354734,4.430320627215333,1.411438636693382,Iris-versicolor
+70,6.02571757186859,3.0519278476317786,4.621751289633421,1.5573921051026467,Iris-versicolor
+71,6.19065867534681,2.9240142169039114,4.538217561098435,1.8561332362635932,Iris-virginica
+72,4.869644406491147,3.3152167592277415,1.280564227862336,0.21946202728030517,Iris-setosa
+73,5.226371433473326,3.418177784233954,1.5587115187696796,0.49585620570591926,Iris-setosa
+74,4.8346579291579035,2.977592876617983,1.407538959274161,0.13859721836089764,Iris-setosa
+75,5.62032899476944,2.9962934520805393,3.8014865493750687,0.993686582301362,Iris-versicolor
+76,5.117192896931842,2.967417117809442,4.484618623345656,1.285779425226373,Iris-versicolor
+77,6.122544737097093,2.6022009889822115,4.035781949759236,1.0189416415071397,Iris-versicolor
+78,5.199917763165082,3.430578949944486,5.0498181778973645,2.409907991507154,Iris-virginica
+79,4.839812216478265,1.9525135609204813,2.9984577922065148,0.859479685464792,Iris-versicolor
+80,5.574654580560684,2.0509880961684788,3.6576226783667782,1.1029885166253601,Iris-versicolor
+81,6.385742793360987,2.656718704423422,5.8524376287910265,1.9199480426305704,Iris-virginica
+82,5.821044996355631,2.9361125036041775,4.511767786406919,1.247856343281775,Iris-versicolor
+83,7.2073551520076435,3.073790241017468,5.345918413725344,1.908957364899089,Iris-virginica
+84,6.533833976967978,3.144911431765185,4.744234068591654,1.3177911574511032,Iris-versicolor
+85,4.820894067692743,3.0145498002121927,1.5893325081119412,0.009549830010194993,Iris-setosa
+86,7.8185826933177776,2.8712844120732175,6.7204635411357305,1.9372385680461037,Iris-virginica
+87,5.8093961107283825,2.396672641346136,4.011794885937235,0.9536511097881761,Iris-versicolor
+88,6.001135041080453,3.0099671408177184,4.535719596138285,1.4052842855546284,Iris-versicolor
+89,6.097270543461379,2.840209085687606,5.266527541987757,1.844169270789854,Iris-virginica
+90,5.0281300376746865,3.027305765821466,1.5843581432685896,0.3540741258196131,Iris-setosa
+91,6.839926098331431,2.824954969172646,4.8091824135855745,1.7900504433179512,Iris-virginica
+92,6.536923500098381,3.0348212302069904,5.463214812486846,2.1829307690051953,Iris-virginica
+93,6.282513713747985,2.629033321257017,4.8388947248472745,1.842960148317073,Iris-virginica
+94,7.363468477890832,3.4315924963897713,6.5589052103499,2.232616991068324,Iris-virginica
+95,5.099726066744629,3.2156506707292185,1.4154820759302555,1.348583135775871,Iris-setosa
+96,6.828603920569086,2.6668040947630582,5.128213726561253,1.6439149573001903,Iris-virginica
+97,5.92413800691525,3.1383995764950106,4.548238132311725,1.270662404535321,Iris-versicolor
+98,5.791531356067196,3.0489277870107734,4.996320355649623,1.6101725876524169,Iris-virginica
+99,5.805925351051613,2.4722533093267867,4.3453774610901,1.080974462960202,Iris-versicolor
+100,6.6087971097579565,2.6055499972236493,5.143669523622404,1.755100958493854,Iris-virginica
+101,5.126633686731082,3.5300061094923807,4.942568375214488,1.8621701230401042,Iris-virginica
+102,6.3856096819708625,2.769116212274847,5.369710284671551,1.9815884963477814,Iris-virginica
+103,5.42740873217379,4.026607941320086,1.3365306800607994,0.10857807855096965,Iris-setosa
+104,4.97789180672504,3.211323946242488,1.6719600971388198,0.3038187053831806,Iris-setosa
+105,7.165741012961519,2.558818895489067,5.73990136877213,1.7595452087916639,Iris-virginica
+106,5.699942591575976,3.641899551576236,1.6140970964964065,0.12931980765870663,Iris-setosa
+107,6.453863937437654,3.0004385097445816,5.744093157106087,1.788077907051738,Iris-virginica
+108,5.530013364540992,3.119624760036542,4.592893523024173,1.4716392643582579,Iris-versicolor
+109,6.148340289258186,2.9892002413578904,5.020338904935036,1.9043080120381788,Iris-virginica
+110,5.232451595418418,2.165955050870848,3.364913314242699,0.7768184906360298,Iris-versicolor
+111,5.253964653510888,2.2474184109371387,3.5646086410676663,0.984750528432745,Iris-versicolor
+112,5.003236018733417,3.423340523848402,1.7104842479611742,0.20194276713421108,Iris-setosa
+113,7.501112411949985,3.0824374407362525,6.389940363929049,2.0686913969686147,Iris-virginica
+114,4.84454828693741,2.090086119190367,3.885961346911526,1.0785083435172855,Iris-versicolor
+115,4.707551710530731,2.9302331757662072,1.2330645036835102,0.2547303448910819,Iris-setosa
+116,5.074077938477847,2.9953934002717086,1.3104083862369804,0.18597689592400674,Iris-setosa
+117,4.8955927612843855,3.53534195973872,1.5356999923010235,-0.04136214089441426,Iris-setosa
+118,5.12398463788259,2.932708673234795,1.356327552990187,0.20067242772168026,Iris-setosa
+119,4.422056136218849,2.796684166390954,1.5836305650727287,0.1521141791662964,Iris-setosa

iris/tvae/4/2/test.csv

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