a

iris/tvae/0/0/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.984109709962934,2.7023992483431507,4.274369663623396,1.4512170444183026,Iris-versicolor
+1,5.16526274772618,3.1064561093673912,1.4806668221347283,0.3111238148854582,Iris-setosa
+2,5.117727722869266,3.239937539792872,1.454839256674966,0.3282642143048424,Iris-setosa
+3,7.520236200600666,2.8453683386036963,5.130630845851438,1.952098966361536,Iris-virginica
+4,5.670278684930314,2.954574661818401,1.3380368511313157,0.04344239931120744,Iris-setosa
+5,4.376111037710738,3.22208548894827,1.2415905764151123,0.2001394061056599,Iris-setosa
+6,5.243460953017334,3.291223613830096,1.7491555441740578,0.3881115688280265,Iris-setosa
+7,4.307614376355811,3.3523645163001277,1.5348257666375775,0.14240534358957568,Iris-setosa
+8,6.206847875517596,3.3689855459972606,5.170182475689858,2.2419069830548133,Iris-virginica
+9,7.330799230528439,2.881314089211928,5.836836194713464,2.0807881097599386,Iris-virginica
+10,6.5222561157646615,2.594359458372189,4.868652975342102,1.5227503547964671,Iris-versicolor
+11,7.362199400391105,3.0086886499298644,5.69091502389926,2.12631378787882,Iris-virginica
+12,6.3682001951805125,3.0504020123158284,4.858003006180468,1.8589612680060732,Iris-versicolor
+13,6.31036910730046,3.1656421669434063,4.660435405317663,1.6678410989306032,Iris-versicolor
+14,6.183261280769991,2.2627510091030425,5.310507422277937,1.5340651194715627,Iris-virginica
+15,5.061738888029177,3.310661693340214,1.6143141267344405,0.2976284222784398,Iris-setosa
+16,6.781558435740881,3.0404871827737106,5.198438906964697,2.1027942746250674,Iris-virginica
+17,4.8622636115417865,3.0821805593332,1.2604936328168475,0.10582398892922087,Iris-setosa
+18,6.606483900137548,3.351362923413242,5.120279818162583,2.3263011745845246,Iris-virginica
+19,5.713782776071271,2.734906726772112,4.3727189816655,1.378951667245322,Iris-versicolor
+20,4.392917679951397,3.335251647012878,1.3673257624030202,0.10663707191253871,Iris-setosa
+21,5.1511637897966995,3.751871788752262,1.5185608612098902,0.36236698479879426,Iris-setosa
+22,5.483581800554045,3.134860429043771,4.686871149061742,1.3695706204378575,Iris-virginica
+23,6.031901322275123,2.552583995421884,4.168069763115924,1.0773416051734914,Iris-versicolor
+24,6.182736270313634,3.093578520224313,3.811003046069782,1.337380821794239,Iris-versicolor
+25,4.557666844573864,3.1622561023072597,1.4088144486287235,0.09195024366762528,Iris-setosa
+26,5.365663235403857,2.683322171823349,4.323410713706702,1.1468271754623278,Iris-versicolor
+27,5.0207609033661535,3.388574737317692,1.602124661586918,0.282557099555899,Iris-setosa
+28,7.470359231624486,2.497700166457304,5.751784634616895,2.3086122600916754,Iris-virginica
+29,6.907605856561573,2.624276940348626,5.29389891590497,1.8266389126747882,Iris-virginica
+30,5.514141111778,2.909156697131257,4.484554759809319,1.4124881424119642,Iris-versicolor
+31,6.416639709281483,3.2890122898523826,3.9481515613862106,1.5267313513762184,Iris-versicolor
+32,6.118912219678285,2.6289599785384077,4.582585404310142,1.2227043741808186,Iris-versicolor
+33,7.36426993779002,3.423310594609837,6.7929610650446355,2.0303284384693456,Iris-virginica
+34,6.429070346501036,2.9972065080747794,4.740694841836782,1.6814218991137002,Iris-virginica
+35,5.789821447756211,2.7760526950270523,4.2153402136924525,1.2420997883228058,Iris-versicolor
+36,6.4820685821795125,3.4427077334528726,5.256956485224031,2.2643592142335134,Iris-virginica
+37,5.367674873421775,3.466897005904949,1.7080111630674868,0.633600399440523,Iris-setosa
+38,6.148500603467431,3.0724020772043277,4.5688131527992475,2.1570620469022583,Iris-virginica
+39,7.269940505508323,2.6934736265308796,6.585140047655461,2.323787302014203,Iris-virginica
+40,6.620870329381998,2.9854206780602213,4.796629928451979,1.5839542168940202,Iris-virginica
+41,6.064514310630356,2.7817712776384385,5.032181088289476,1.3904510999142965,Iris-versicolor
+42,5.6088548121033694,2.9281880412696784,4.07961568312377,1.3802942150950146,Iris-versicolor
+43,5.038636146597966,3.2708686237496853,1.6432921990199811,0.21977794650308646,Iris-setosa
+44,5.007636629618856,3.258787380973507,1.6713549140602133,0.3321235546871284,Iris-setosa
+45,6.730907768477774,2.930992438792072,5.582167899940025,2.099655587797992,Iris-virginica
+46,5.501148877838639,2.901577339916286,4.36075347911437,1.6184268730409836,Iris-versicolor
+47,7.575563276527362,2.753579768934643,6.578202180097576,2.2329186611614675,Iris-virginica
+48,6.194900843796852,3.2181067128548775,4.901157992602505,1.5930087717173138,Iris-versicolor
+49,6.305445307069568,2.5561303806821547,4.47243215961218,1.1754524895304552,Iris-versicolor
+50,5.040380057367223,2.513596494357671,3.67603440205996,1.0116947536588605,Iris-versicolor
+51,6.71487345871697,3.6841441950181717,5.745314751143784,2.5095491144601745,Iris-virginica
+52,5.084878869584213,3.394558181247147,1.787664187427584,0.28135300243510636,Iris-setosa
+53,4.830163058363276,3.748730561465463,1.2953077317912596,0.1680098405962614,Iris-setosa
+54,4.73843712738856,3.0263129289980135,1.4414738794782358,0.2921835550173624,Iris-setosa
+55,7.112568483144077,2.9985594349272655,5.786367694106563,2.210172111666441,Iris-virginica
+56,6.495259818021305,2.9660338243251365,4.7176233292179495,1.5837800479048476,Iris-versicolor
+57,7.29833846248007,2.879309942214349,6.018906626077656,2.31647077750966,Iris-virginica
+58,4.90237838333708,3.128440699417994,1.4093632231652873,0.3454087009549962,Iris-setosa
+59,5.192719625621733,3.735719913540901,1.5565616513893894,0.3795055036587488,Iris-setosa
+60,6.561417358502137,2.8281825014113426,4.585999409581189,1.7174836547131287,Iris-virginica
+61,4.806194701349239,3.002999028913179,1.6156110304798772,0.22603061099131866,Iris-setosa
+62,5.894659182670011,2.9473795320497773,4.471666264901556,1.1595694627754114,Iris-versicolor
+63,4.761992424606654,3.2790786412143422,1.5274320122561527,0.3922371816295217,Iris-setosa
+64,5.6139194023891115,3.1583374483778828,1.4723393107702956,0.12825773540500043,Iris-setosa
+65,4.527693202517551,3.2832029599537527,1.3261072066172688,0.17720984087843528,Iris-setosa
+66,5.995274645858485,2.939316859825003,4.619751405508753,1.9665928331510405,Iris-virginica
+67,6.249922788570721,2.5846702211447425,3.8970154096488887,0.9277728214039381,Iris-versicolor
+68,5.698109243287389,2.817675502437422,4.479360313949567,1.2230690940695281,Iris-versicolor
+69,4.946473781318521,3.3168882075121626,1.413556000327432,0.235354135725462,Iris-setosa
+70,5.758154375404829,2.96262972920352,4.597444201844383,1.401968576500422,Iris-versicolor
+71,6.108404899870415,3.2954265095081587,5.406255929547073,1.8600673965360692,Iris-virginica
+72,6.634088178225131,3.086528867744991,4.256215655983745,1.5714358277528093,Iris-versicolor
+73,4.673775470153497,3.1995281897585466,1.4366469865391627,0.2696366002035298,Iris-setosa
+74,5.0005940273928955,3.2875936820623983,1.4744537223266823,0.1864750537438426,Iris-setosa
+75,4.6346392890444665,3.629919887440375,1.4452029103935242,0.206678153569141,Iris-setosa
+76,6.54644451180325,3.149256280289242,4.671339818366008,1.5944177437412428,Iris-versicolor
+77,5.197898312832883,3.2511885273344494,1.4008063531448363,0.20106847745619688,Iris-setosa
+78,6.340802812308523,2.7825317175984914,4.929090240406047,1.6798438551225916,Iris-virginica
+79,6.446879758290018,3.2718528525116746,4.732905291324967,1.7364887887278249,Iris-versicolor
+80,6.031680357393885,2.6387180898372407,4.86665078735301,1.53975360015345,Iris-virginica
+81,4.814642259374425,3.206125384242854,1.3362647892938266,0.12360583203259756,Iris-setosa
+82,6.6233799030684075,2.8681779173199122,5.148894365480677,1.7462720590715415,Iris-virginica
+83,4.54719851665906,3.5067799659598564,1.3632386709268247,0.19661139461913094,Iris-setosa
+84,5.737524221214975,3.29609010995567,5.149333994507376,2.283878818743863,Iris-virginica
+85,6.986498779646079,2.8288977113128224,4.721159688059074,1.5756489398119913,Iris-versicolor
+86,6.954636829788576,3.0708245927921145,4.793994802730537,1.7371457534501928,Iris-versicolor
+87,5.222296822181679,2.9623383579100366,5.099817332266247,1.3347587013065527,Iris-versicolor
+88,6.1144741231499475,3.0792794051019174,4.814956431210308,1.7492798230412903,Iris-virginica
+89,5.177864202521937,3.509454075552519,1.7166977143193651,0.3908518819584547,Iris-setosa
+90,4.995806324639964,3.1062468445809515,4.725390888055551,1.1842388701651434,Iris-versicolor
+91,6.0535702813107175,2.2955730309129367,3.2817268050139194,1.193455694510865,Iris-versicolor
+92,4.725149819995592,3.063014303453366,1.3936220292404995,0.17191083001150054,Iris-setosa
+93,5.447337110037062,2.994235359740623,1.2028017243175304,0.15300867251364525,Iris-setosa
+94,5.080043634383144,3.0735165860013622,4.0721570447032915,1.546858537455343,Iris-versicolor
+95,6.531947807192874,3.0983934807002447,5.179564363170728,2.1746509012213795,Iris-virginica
+96,6.523799684360007,3.2192895533284993,4.9447868777212545,2.2383843075596537,Iris-virginica
+97,6.875974623427387,3.141558553700864,5.150931763999505,1.5942987904877461,Iris-virginica
+98,6.516803296880523,3.3211475658511267,4.94778110776899,2.020898209299208,Iris-virginica
+99,4.839598597407823,3.200766756227491,1.70692254950236,0.21889843105056944,Iris-setosa
+100,7.0858719951661255,2.965393632932154,5.5909505284158625,2.043992298848921,Iris-virginica
+101,6.234301235643931,3.013562350722443,4.6065251136128555,1.3910022342879897,Iris-versicolor
+102,6.036684650055543,2.485572405391056,4.052093386543216,1.188002196827499,Iris-versicolor
+103,6.85527230076479,2.828598723882703,5.17012062416756,2.0430396154847017,Iris-virginica
+104,5.400659441099899,2.338960727964787,3.68673305491767,0.9597781981815614,Iris-versicolor
+105,5.071716777413232,3.570722908459321,1.4699853541639498,0.3567130998215008,Iris-setosa
+106,6.318841350350959,3.0897153181764545,4.667816975895639,1.51287429406492,Iris-versicolor
+107,5.069482010268582,3.395886458356516,5.381349621279755,2.164110475891084,Iris-virginica
+108,7.075985303083431,2.6518031948292813,4.509235324754833,1.094266892022854,Iris-versicolor
+109,7.140206390118353,2.781841027508003,5.167072502767848,1.9066138309068859,Iris-virginica
+110,5.943715073310536,3.81080822896413,1.6118451417637139,0.23695564024449423,Iris-setosa
+111,7.26353178438691,2.9743382875298736,5.2386598955918995,2.0874282095503487,Iris-virginica
+112,6.5262515158147405,2.823732597324722,5.100722520345343,1.506816929799638,Iris-versicolor
+113,6.421933355090206,2.8590308626059344,4.097012882171261,1.2120320606666968,Iris-versicolor
+114,6.743307543100647,2.572737374526263,4.764040844340553,1.8790763841753306,Iris-virginica
+115,5.546833956380097,2.7338553520999276,3.923342450082963,1.3203637523501626,Iris-versicolor
+116,6.59964028708718,3.29502282260501,4.271754576028931,1.7629456525739535,Iris-versicolor
+117,5.233539048472561,3.3357869910148836,1.5748316901183346,0.4117789392182033,Iris-setosa
+118,4.884973124291324,2.934376463256455,1.1874995696132407,0.22906676316509447,Iris-setosa
+119,6.707981515425352,2.7123735191186364,4.397182977454891,1.3776821705399382,Iris-versicolor

iris/tvae/0/0/test.csv

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

iris/tvae/0/0/train.csv

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

iris/tvae/0/0/val.csv

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

iris/tvae/0/1/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.690218083282332,3.050941015879385,1.2921485091282137,0.08917980325191935,Iris-setosa
+1,6.692896680076731,2.735612901191175,5.410313501055055,2.1854177379485984,Iris-virginica
+2,4.891753071824177,3.239829662459467,1.3818214619559361,1.0951354214342328,Iris-versicolor
+3,5.576959943091151,3.4441451466974704,4.430271585966189,1.719237853222852,Iris-versicolor
+4,5.0452953766999045,3.3362338994569836,1.4121608426464147,0.22692417035139667,Iris-setosa
+5,6.06298431757871,3.743831119136363,5.7885438162342435,2.4193238144214724,Iris-virginica
+6,6.653058495113229,3.175301827129237,4.5975044652332775,1.4958960602014741,Iris-versicolor
+7,4.529724449742609,3.642519502969315,1.39709503296921,0.010811806032656801,Iris-setosa
+8,5.3237870288511315,2.2518560950560484,4.92390132184891,1.4784918071959952,Iris-versicolor
+9,5.269107197065153,3.4005905906251237,1.4906340015676394,0.4590203089926816,Iris-setosa
+10,4.903551367708128,3.139626201681199,1.4165553360586591,0.1941980682161835,Iris-setosa
+11,5.753737958185776,3.210008888682596,5.172008945740763,2.1208314366776078,Iris-virginica
+12,5.839520264651826,2.2940475526022435,3.124087965530232,1.2368138305521725,Iris-versicolor
+13,5.034268522513446,3.745057770793715,1.621272893548661,0.15626983799490368,Iris-setosa
+14,5.603799866781929,3.1155186481741604,4.630234524656013,1.6139280511999083,Iris-versicolor
+15,6.309571344542836,3.0239537086763173,4.530094403296444,1.6616821215243922,Iris-versicolor
+16,4.716068117888322,3.182859326105699,1.7059969398816288,0.2847081749349768,Iris-setosa
+17,5.236249630445666,3.050910426737753,4.855342811326432,1.477756801878051,Iris-versicolor
+18,6.881099983034718,2.715250518249288,6.07913060734317,1.7969990042373847,Iris-virginica
+19,5.172808291069094,3.2866768614568422,1.4225722616525125,0.350234333956101,Iris-setosa
+20,6.3183784430565675,2.5815187447044905,4.492855539825163,1.5164164636674482,Iris-versicolor
+21,6.722825119475688,3.049522598967777,4.533532764011459,1.8021764057785403,Iris-virginica
+22,5.6134289721308255,3.1171570149501178,5.087249062838596,1.5969416993595968,Iris-virginica
+23,5.391841657644162,3.2037515485336527,4.916914958870142,1.837647295681491,Iris-virginica
+24,5.655771758853939,3.8251852881714408,1.5379282129478713,0.2322210365983829,Iris-setosa
+25,6.649131154895445,3.150542084435796,5.935768687646331,2.2046924660918426,Iris-virginica
+26,4.967231566348426,3.592154233360252,1.5751754308747292,0.27022467514694015,Iris-setosa
+27,4.753950790668108,3.123524563211723,1.4467026875190783,0.19206310396364135,Iris-setosa
+28,5.080704920793268,3.274760298212277,1.518238544781291,0.24808497975376012,Iris-setosa
+29,6.563975149141328,3.14552785042241,4.671276806906962,1.6671477828205976,Iris-virginica
+30,6.217830717667132,2.855467885622733,4.563669503462881,1.221276208394841,Iris-versicolor
+31,6.701835826134461,2.6890597018642697,5.0029995118274595,1.6864908786237658,Iris-versicolor
+32,4.866732331261699,3.409257927161573,1.4456841311699793,0.1704978976606093,Iris-setosa
+33,6.530334610097829,2.819829456758394,5.449324524235649,1.9676007402682525,Iris-virginica
+34,6.375423675621126,3.0669693464835355,4.796466157442928,1.8006280731155084,Iris-virginica
+35,4.86713322151997,3.214102643897719,1.4204999511891572,0.29377523439869874,Iris-setosa
+36,5.07316173718525,3.058190585045026,1.1805551596412807,0.04563761066167041,Iris-setosa
+37,4.774757747010512,3.3256713360971344,1.6695135957810079,0.2596119203006113,Iris-setosa
+38,4.7771714186051355,3.2435044221297424,1.410527514448606,0.18160110045046407,Iris-setosa
+39,6.600976184740969,2.588633926658997,4.669129983295495,1.5902625256543403,Iris-versicolor
+40,5.313973992090705,3.2389892857338647,1.4905086848227096,0.3502558518081793,Iris-setosa
+41,6.287224722090522,2.8966991691063897,5.0449039828820545,1.9236580216443044,Iris-virginica
+42,6.696226250315337,2.838096409002116,5.526752813346683,2.2152414471448,Iris-virginica
+43,7.2002989576938825,2.9068442708519213,5.240902596114131,2.004134833934354,Iris-virginica
+44,7.225485324991616,3.460832071827284,6.039889115252582,2.305419765956954,Iris-virginica
+45,4.813404034885054,3.1719247634456256,1.4685039712366628,0.21847088901549633,Iris-setosa
+46,4.94837259246274,3.6106140647568017,1.5840897294099712,0.12549338657948492,Iris-setosa
+47,5.330390248515609,3.6718036355594883,1.4653142187922323,0.16346061528504974,Iris-setosa
+48,5.391849183739516,2.707845060522743,3.511047046069425,1.2940475703907297,Iris-versicolor
+49,5.890592499071008,3.6560484465170613,1.6527986445700587,0.40828864253245717,Iris-setosa
+50,4.490475917112594,2.871325990030804,1.2145180388236883,0.1327074892895876,Iris-setosa
+51,6.3508024403218695,2.8485130288248532,5.401901796251541,2.229600956630197,Iris-virginica
+52,5.940306112798286,3.3702748323345815,4.6525317105632125,1.6297201834218216,Iris-versicolor
+53,4.896345727923807,3.41895772125056,1.5380875028574086,0.3512758540556381,Iris-setosa
+54,4.999249159313922,3.3926454844877547,1.4289474413790981,0.06466677463079332,Iris-setosa
+55,6.526000410101689,2.930584990052663,4.291058748616936,1.077225525072205,Iris-versicolor
+56,5.85960362069711,2.891342092585321,4.280948255919105,1.1634975709271207,Iris-versicolor
+57,4.8893066563240914,3.1606570790946864,1.6158395379204766,0.2794598549905647,Iris-setosa
+58,6.396827284761301,3.1497775250762374,4.442514592592179,1.6189026808334288,Iris-versicolor
+59,6.185141556030555,2.785968067215439,4.38928257412401,1.0432401784270753,Iris-versicolor
+60,4.82868594971826,3.084495572388619,1.7616712232709542,0.22956248267767054,Iris-setosa
+61,5.655521171604908,3.056179484598852,1.1619167347618058,1.555913230510312,Iris-setosa
+62,5.2893548917632485,3.4677050874073774,1.5248144862323827,0.42347503021431165,Iris-setosa
+63,5.862696105768913,3.341702241957253,4.570979525258061,0.22372528888645918,Iris-setosa
+64,5.142111060985437,3.139817240085481,1.4309689133748804,0.33420747569927367,Iris-setosa
+65,6.6195083272599415,3.088954856010348,5.703945673047412,2.195954063759843,Iris-virginica
+66,6.833142486922795,2.8107981118462746,4.552703224227976,1.3541432074947657,Iris-versicolor
+67,5.403935331644477,3.548784112510645,1.5074346543237882,0.43516061303573184,Iris-setosa
+68,6.846823492388543,2.754565894421428,5.031788884719427,1.5953499276684726,Iris-versicolor
+69,6.769793631127335,3.2229744611165883,5.721867593813854,2.208192594084586,Iris-virginica
+70,6.221394638890439,2.5647232724846423,5.718346358059944,1.948860285303557,Iris-virginica
+71,6.512203812699907,2.6174130493397287,5.3276653197580295,2.0599967069032923,Iris-virginica
+72,7.520463970858264,3.5832946268202015,6.809339163875965,2.633088404471632,Iris-virginica
+73,4.918070918512769,3.2700603329758016,1.3582609448665968,0.18716635914436286,Iris-setosa
+74,7.029602188779284,2.823558187603056,6.012931590924977,2.2015384691207474,Iris-virginica
+75,5.119668643728579,3.1596301058111496,1.680709336972877,0.30268083847736926,Iris-setosa
+76,5.33149135935868,3.1960918239712903,4.722541766319901,1.513253627444061,Iris-versicolor
+77,6.895189228389225,3.1531201628960757,4.6719749400445725,1.644882338022757,Iris-versicolor
+78,5.546734257885689,4.262531352403149,1.466761874080128,0.24148394654506428,Iris-setosa
+79,6.801822482633069,3.254964763496238,4.335493263038931,1.662365054356915,Iris-versicolor
+80,6.145839041377441,3.099307822935334,4.815390328320213,1.829003377367196,Iris-versicolor
+81,5.0371208405384955,3.6342715264872245,1.5474511380662959,0.32078978335190156,Iris-setosa
+82,4.809604679267171,3.1206474835908256,1.5112127568018692,0.14007836963154668,Iris-setosa
+83,5.02040593630875,3.63541052714814,1.406800847929619,0.31395682992685764,Iris-setosa
+84,6.506797980322928,2.9770588451999704,4.768059326281702,1.4594013904790653,Iris-versicolor
+85,5.111136733777637,3.5023503373062503,1.7240971324502166,0.44052752963556374,Iris-setosa
+86,5.004578050052237,2.639291394589922,4.103392030016515,1.2364094811487691,Iris-versicolor
+87,6.750431499875265,2.756572544337729,5.066847097352769,1.6406816356674054,Iris-versicolor
+88,6.366047535876734,2.9844082911518095,4.771645248802514,1.6692258027579745,Iris-versicolor
+89,4.965978611461168,3.6249344446715344,1.6914449228785424,0.29776910826743636,Iris-setosa
+90,5.307461883201787,3.591617294302582,1.5310380655244018,0.2036460060367381,Iris-setosa
+91,5.724477933813235,3.7774097060660323,1.6812956409514652,0.27665119962835966,Iris-setosa
+92,4.8656467695254815,3.128138228996178,1.230658136333858,0.17498639174491798,Iris-setosa
+93,4.609458982898509,3.3270079284997887,1.4328389114976634,0.12695811379413052,Iris-setosa
+94,5.122826692343688,3.1297295214357286,1.7667360657266058,0.4589030690845149,Iris-setosa
+95,6.0899112786797955,2.508264518533469,3.860748925642259,1.0411109344112575,Iris-versicolor
+96,4.6322205492220165,3.8374343343281185,1.143643036976704,0.10969681056834915,Iris-setosa
+97,6.5678494216622125,3.0729166264024355,4.736781605041108,2.161553228755914,Iris-virginica
+98,6.158830186622753,3.2114565882173967,3.915663408384339,1.3190209962308552,Iris-versicolor
+99,6.902488381299578,3.1965693678201954,4.971847457701154,2.181889011641555,Iris-virginica
+100,4.598051903756466,3.7347476150719445,1.4096613320248834,0.17520757106938412,Iris-setosa
+101,5.321969575268729,3.4615813569691984,1.7590887781663276,0.35258588299286225,Iris-setosa
+102,5.060293390717257,3.4619748987227577,1.4785572618707847,0.35025175701409295,Iris-setosa
+103,5.397195327454067,3.612664454155765,1.8469371584195593,0.5973701678716331,Iris-setosa
+104,6.466057800531564,2.856084829073836,5.0309044996942935,1.9188961200510048,Iris-virginica
+105,4.89484322032298,3.538030122450421,1.4222481319387608,0.1925531178930349,Iris-setosa
+106,6.8305172172949575,3.476775307581566,5.556499758117354,2.398181459383911,Iris-virginica
+107,5.5142534620346835,2.807815914583978,4.156614112346137,1.5401145272368455,Iris-versicolor
+108,5.1092827589605845,3.312943995572976,1.7400480351639174,0.560462708158461,Iris-setosa
+109,5.116028465352732,3.3149269577840146,1.4960457109274765,0.44146818225624573,Iris-setosa
+110,4.682184505636639,3.181231680779569,1.6119630146662864,0.2325410281427324,Iris-setosa
+111,4.920807770857656,3.5665999616387283,1.6522806128097542,0.21146497461063396,Iris-setosa
+112,5.924650027436103,2.632384431071549,3.822214332084711,1.098140458680132,Iris-versicolor
+113,4.917172959547844,3.9735461695010876,1.6743325135606457,0.4099987962033762,Iris-setosa
+114,6.768937380413618,2.8627929044180322,4.348272699033172,1.411346272915904,Iris-versicolor
+115,4.848729532072611,3.0559759772801693,1.3963550683354793,0.1770855155088221,Iris-setosa
+116,4.780798187363174,3.234931204794328,1.5411071106850935,0.10172201059426664,Iris-setosa
+117,4.663292634462742,3.032236683699408,1.419576664700699,0.08588772647099494,Iris-setosa
+118,6.104324415202259,2.6959802573805827,4.1793235776782405,1.251691346989029,Iris-versicolor
+119,5.597150874263525,3.1603475905568246,4.485842228430167,1.3759412795567894,Iris-versicolor

iris/tvae/0/1/test.csv

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

iris/tvae/0/1/train.csv

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

iris/tvae/0/1/val.csv

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

iris/tvae/0/10/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.9926687404884325,2.981321476793031,4.44454412927107,1.7970249055004262,Iris-virginica
+1,5.487876725131166,3.018964227277526,5.174333293526472,1.980450153324173,Iris-virginica
+2,5.90916262873623,3.1271023501685677,4.629687942576325,1.898976387389033,Iris-virginica
+3,4.358987513034481,3.3305114487691156,1.2091895045209557,0.1182623338265984,Iris-setosa
+4,5.424832618120006,2.73031993062715,3.916562486128928,1.1976380644136988,Iris-versicolor
+5,7.016185980504458,3.343397745680555,6.225154535020572,2.4394893498927,Iris-virginica
+6,5.196409662664958,3.3580554441482566,1.6000138268675228,0.32550326281448566,Iris-setosa
+7,5.66183859319156,3.038380965985068,4.076442602919265,1.3084313781410954,Iris-versicolor
+8,5.689257026187341,2.9612339581070013,4.58099398341274,1.2345978432674303,Iris-versicolor
+9,6.504113954209788,3.0052970016176404,5.290905945327554,2.1268257079768893,Iris-virginica
+10,6.285092013356145,3.115776475469419,4.827892525477057,1.882535371973058,Iris-versicolor
+11,7.665696401074715,3.1495783156429686,6.020958656145391,2.071374099805043,Iris-virginica
+12,4.903082954024126,3.1937969943687983,1.3838153533061226,0.3264890224630583,Iris-setosa
+13,5.7537082293762865,2.773779247924595,4.272063137570939,0.9787297443884554,Iris-versicolor
+14,7.235628403595373,2.871439714562366,5.676273199617562,2.179532474267168,Iris-virginica
+15,5.3229696390894565,3.3388119230365674,1.8789269490394502,0.5590086642467142,Iris-setosa
+16,6.133037604611706,3.136412833788609,4.877197169065312,1.8617020519279976,Iris-virginica
+17,6.530334893449006,3.116709683400923,4.806119845005447,1.4122022681583506,Iris-versicolor
+18,5.844750100606104,2.457735645355065,3.4596185434005724,0.8983188212553219,Iris-versicolor
+19,5.887120063835233,3.3271494314990564,4.632996701177441,1.84336705807923,Iris-versicolor
+20,5.38266035171715,3.2240144715904537,5.339690010382969,1.7249228394303706,Iris-versicolor
+21,5.333189709841638,2.7705507780705365,4.4084841202014955,1.3699281404528674,Iris-versicolor
+22,5.373455350376045,3.384605572915718,1.64538861819185,0.3572054562418634,Iris-setosa
+23,7.029628670574459,3.159035315544271,4.778504498359044,1.9391766410890288,Iris-virginica
+24,6.636490622641611,3.080480074575348,4.7692507279108645,1.8925706701727851,Iris-virginica
+25,5.692302462982774,3.871399983957037,1.51144537769256,0.18975047782299725,Iris-setosa
+26,4.7049210364512914,3.001273254953228,1.3748424525496126,0.17610211112241303,Iris-setosa
+27,7.600559177868421,3.009220855049529,5.55401978722559,2.2015491671872596,Iris-virginica
+28,4.735815137442298,3.230430470026083,1.5672413816501531,0.23598368514707105,Iris-setosa
+29,5.583424721644724,2.7036756310638626,3.5391122221428866,1.2489988311215827,Iris-versicolor
+30,4.918312916552926,4.016397730985822,1.634370218126405,0.3001373511650182,Iris-setosa
+31,5.340202266821023,3.928172428788394,1.5395075462361063,0.18228900387062863,Iris-setosa
+32,4.91759378574007,3.7730160452629713,1.4367227132184524,0.24625588531544154,Iris-setosa
+33,6.186963960149284,3.0532634865063795,4.716613011880691,1.828665693151685,Iris-virginica
+34,5.5533893267276095,3.695455718150106,1.396708855780139,0.2154054142061475,Iris-setosa
+35,5.94534466721329,3.0980956761838807,4.628595944763996,1.5736368473541384,Iris-versicolor
+36,7.688653369442867,3.355313032402822,6.6621048613707945,2.3192608495193183,Iris-virginica
+37,5.610152845525748,3.032901276965217,4.2177189788167695,1.09382207150905,Iris-versicolor
+38,5.02267757557615,3.28744642787433,1.6305531969706804,0.19290728225461784,Iris-setosa
+39,6.271096565449454,2.79251932988165,4.821900289861068,1.6426560022726795,Iris-versicolor
+40,5.2250220845873825,3.5967544126705873,1.388539271808866,0.35870502294333856,Iris-setosa
+41,5.967162302780208,2.835083795747717,4.424222818608354,1.1918046639129394,Iris-versicolor
+42,5.422013745399255,2.632862526922299,4.040082052049453,1.1632766042188547,Iris-versicolor
+43,6.14389855877575,3.188462564938305,4.8329378111697805,1.756253281966014,Iris-versicolor
+44,5.772825318120866,2.7842160775566396,5.01611652403318,1.1685981752563313,Iris-versicolor
+45,4.837308831959737,3.1078260691545565,1.5459552866559034,0.2544855067090105,Iris-setosa
+46,4.767788852395563,3.453525087072861,1.7222217923592125,0.3576160853902455,Iris-setosa
+47,5.318190842500157,3.1293362604724533,1.5126765725358005,0.281836328040895,Iris-setosa
+48,5.641922109887094,2.9234611211092796,5.350416427995205,1.8468385426330995,Iris-virginica
+49,5.383967331219889,2.0453504028323493,2.8538669117876183,1.068452823695282,Iris-versicolor
+50,6.1626714223960635,2.8244479377720255,4.203395504634594,1.3895135602661275,Iris-versicolor
+51,5.086202978011301,3.43202215783631,1.4857629817268756,0.2613388643169337,Iris-setosa
+52,6.193532575720856,2.799358150720944,5.300989866161314,1.326073038571919,Iris-virginica
+53,6.647208852337663,2.756668373007854,4.583109084931382,1.611996046593027,Iris-versicolor
+54,4.7602020732626285,3.4363292967999954,1.5872277826260215,0.1648252865388275,Iris-setosa
+55,6.406539406002297,2.736622220221881,4.487943197622851,1.3659050688035632,Iris-versicolor
+56,7.22801741733921,3.117758104522321,5.052411534684042,2.008663639873261,Iris-virginica
+57,5.940387179442757,2.6655229089393604,3.9988956116544485,1.212518698233873,Iris-versicolor
+58,6.643667126170311,3.1922769788669156,4.634463466459451,1.337915051453116,Iris-versicolor
+59,4.744973027187521,3.1357857264290656,1.5913759574594109,0.18382083272554553,Iris-setosa
+60,6.252951998909224,2.336723059300203,5.686163015150335,1.841388082266428,Iris-virginica
+61,4.606633225171693,3.0289806016245153,1.5043560043552384,0.21878433513486498,Iris-setosa
+62,6.635276756997302,3.1951228406713517,4.879256672055579,1.7962968055374922,Iris-virginica
+63,6.578790140264814,2.7508899304829244,5.209108888772765,2.057017797380986,Iris-virginica
+64,5.039802076312742,4.064744017556413,1.491783700102858,0.3402081156827878,Iris-setosa
+65,4.989591179896876,3.8814997333509114,1.5677625195799574,0.2135914856026901,Iris-setosa
+66,5.827453463336924,2.9480679183592344,4.731607834683341,1.094121810396337,Iris-versicolor
+67,6.239860859380968,2.704118517601156,4.7972255810761935,1.5072495399447912,Iris-versicolor
+68,6.2588703237743255,2.4497143405632658,4.491991329995013,1.381882148990118,Iris-versicolor
+69,5.108204113606674,3.3851930016474694,1.3177191824759962,0.28241323371296234,Iris-setosa
+70,4.357055202572023,3.300845139930869,1.6602963424226036,0.08511900353617072,Iris-setosa
+71,4.9815333283722705,3.2494023274196135,1.4116977928065173,0.28301469252526207,Iris-setosa
+72,6.5163011340202335,2.946927045385692,5.71463395978871,2.122942412198514,Iris-virginica
+73,5.6426264444290855,3.5241754996679564,1.613053268735084,0.3963452752126528,Iris-setosa
+74,6.711217490845703,2.82530308730012,4.812045534557238,1.5608793228668691,Iris-versicolor
+75,7.481129208323287,3.027001687635394,5.723211875072204,2.515338584100613,Iris-virginica
+76,6.299855167092893,2.979957683834301,4.851615312853647,1.5747561610458933,Iris-versicolor
+77,5.492924173926774,3.0128280649190775,5.0563263453963385,1.9585792334201515,Iris-virginica
+78,6.229243727529434,2.88553332967122,4.682810501903059,1.5590253421123976,Iris-versicolor
+79,4.927393606083591,3.484262663140208,1.6882992867786288,0.4976773411255999,Iris-setosa
+80,5.654855029893038,3.2787331837041194,5.543914279276877,1.9682540504354573,Iris-virginica
+81,7.30170558212868,2.973530306802039,5.159398834891713,1.9452991258285686,Iris-virginica
+82,5.190900321768607,3.615243447126282,1.5341377185749043,0.2805049728104434,Iris-setosa
+83,5.05226115760297,3.2330152223955553,1.6398311244859738,0.2877060578954793,Iris-setosa
+84,6.205518160959476,3.0787404231625857,4.588278809041215,1.746046462611768,Iris-versicolor
+85,6.006810255022644,2.5409310676732426,5.059082939485136,1.473242611222634,Iris-virginica
+86,5.69550732900225,2.383085251964029,3.439483588797555,1.0919317112330584,Iris-versicolor
+87,6.696091984006082,3.096385932210201,5.1800833181423345,2.005408523779643,Iris-virginica
+88,5.198906251770417,3.2463756117959766,1.722253530316868,0.4058979957945865,Iris-setosa
+89,4.595551858240053,3.024423328748723,1.4450459628143157,0.16724275582388654,Iris-setosa
+90,6.565764006750195,2.4954153124430865,4.553684365108221,1.3926096358218467,Iris-versicolor
+91,4.773501499642302,3.4934021396374217,1.5616484425265225,0.30476526727200137,Iris-setosa
+92,5.22967311987627,3.8865097748206305,1.586752588134993,0.18805307193560133,Iris-setosa
+93,4.543739754935978,3.142533305600346,1.3670597660146815,0.23022172886748957,Iris-setosa
+94,6.425361392180693,3.074997630835995,5.049809194983421,1.6678962780522502,Iris-versicolor
+95,7.612537548169534,3.0585911170321864,6.3199143660834025,2.413470261601629,Iris-virginica
+96,4.899771162401711,3.3984144098092126,1.5603120967054707,0.19444755444426975,Iris-setosa
+97,6.339211463139093,2.757222387553009,4.7407297353414615,1.5207894444714383,Iris-versicolor
+98,4.821735437149225,3.264631587939118,1.7180826070370476,0.15086043843695535,Iris-setosa
+99,7.034859454439563,3.3741477441111933,6.07422378638924,2.1571523717994414,Iris-virginica
+100,6.050749370893773,3.094910308278886,4.972584228677389,1.5524066127957394,Iris-versicolor
+101,5.857852783141785,2.9384887616108477,4.52393952033532,1.3221312430340075,Iris-versicolor
+102,6.09411690468934,2.703924873903491,4.98726786437916,1.875126363719612,Iris-virginica
+103,6.399062475864223,2.2533932088105333,4.979255596484772,1.4534247637479873,Iris-versicolor
+104,5.615305392384523,2.8737942063980095,4.363654083165982,1.185206779510051,Iris-versicolor
+105,5.363789433796611,2.218347306103649,4.411861067799509,1.6299469878527046,Iris-virginica
+106,5.986500303364781,2.9290865094581084,4.8020117800887725,1.3154164952827068,Iris-versicolor
+107,7.89046701415136,3.1571006842930376,6.705606900889322,2.106110205369709,Iris-virginica
+108,4.832683225887115,3.0796732166842506,1.5062344693664518,0.20746585313094978,Iris-setosa
+109,4.703104212187273,3.1358615937118666,1.4331816719529393,0.25063394276898604,Iris-setosa
+110,6.601880206567089,2.969012711319129,4.823674989870499,2.0100965705766445,Iris-virginica
+111,5.28427153570333,3.44226108052954,5.307238782785999,2.503269034250028,Iris-virginica
+112,6.968122316159304,3.0398840361099917,4.870434363685605,1.9446712961825177,Iris-virginica
+113,5.862759926303836,2.7733171906831124,3.9636700270050715,1.2389747210818465,Iris-versicolor
+114,6.481539300538605,2.714116019484709,4.438682191421977,1.6650531999031306,Iris-versicolor
+115,6.438366283918578,2.643320038651938,5.799235204303806,1.6172197816419167,Iris-virginica
+116,4.844860876556758,3.1766016128383785,1.6665316739033336,0.25317406735779696,Iris-setosa
+117,6.401215894043544,3.0907945867130313,5.534269851123628,1.9878610333967988,Iris-virginica
+118,4.842494166054314,3.107636026174092,1.546014700621112,0.2753949254949715,Iris-setosa
+119,5.571083138288084,2.4565710910101206,5.09676254470099,1.7783229341350901,Iris-virginica

iris/tvae/0/10/test.csv

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

iris/tvae/0/10/train.csv

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

iris/tvae/0/10/val.csv

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

iris/tvae/0/11/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.308601663743504,2.618348973978251,5.185025533100033,1.6979303795324474,Iris-versicolor
+1,6.6354471912022115,2.911169532919797,5.788841480190133,2.149927350562552,Iris-virginica
+2,5.333645364345815,3.118133555940925,1.3902325083430616,1.2229351273919598,Iris-setosa
+3,6.1279445795181,2.8513079542684836,5.37353870268782,2.290541840232299,Iris-virginica
+4,4.662763011740335,3.1403620204249134,1.331674538343515,0.18041225543327327,Iris-setosa
+5,6.52649334753749,2.737569293788961,4.52412243490321,1.5071613316168442,Iris-versicolor
+6,4.954620646046762,3.4304686944725074,1.4381946038217466,0.2749651279266431,Iris-setosa
+7,6.413452144540303,2.803656780592002,5.191931129642291,1.7786920569219657,Iris-virginica
+8,6.8279722775034895,2.7652363260178023,5.310535270246152,1.8108960443528475,Iris-virginica
+9,6.207451109436764,3.177878678237693,4.949126651077857,1.8123305593674406,Iris-virginica
+10,5.997454403798495,3.075179121434298,4.738215359723338,1.5103767182253762,Iris-versicolor
+11,5.0059445103589635,3.680949609670277,1.5100442376942866,0.27733048785483894,Iris-setosa
+12,6.022982859468668,3.185435063407662,1.363857764411736,1.0242670177026465,Iris-setosa
+13,4.985476158536106,2.9959875094120862,1.5811968779358696,1.4234671967699222,Iris-setosa
+14,6.848919612259859,3.521885805094836,6.599484792185993,2.6043666257613878,Iris-virginica
+15,5.278296160431578,3.246955580837715,1.2797842685474072,0.19221097783831564,Iris-setosa
+16,6.086532795952913,4.450361951584078,1.4849533310038496,0.43914525447672526,Iris-setosa
+17,6.786603205679944,2.8306968819799394,4.79232902647226,1.4816487049731295,Iris-versicolor
+18,4.924397703700617,3.8055463077882066,1.5915879567090152,0.3742644570514445,Iris-setosa
+19,5.785515930114219,2.890154218434927,4.702760149175579,1.420698257721134,Iris-versicolor
+20,5.667392861403175,2.8844059297375075,5.166660754168978,2.051815303204195,Iris-virginica
+21,6.418158931028967,2.8534359495320465,5.500133963272052,1.9094783658461874,Iris-virginica
+22,7.0559530970572135,2.911258859744107,6.0782043618813155,1.9584520924071196,Iris-virginica
+23,8.26908723940614,3.0716062759802947,6.713505522847486,2.017049431882309,Iris-virginica
+24,7.235573750232208,2.906517298338806,5.356179203788207,2.0925477527546414,Iris-virginica
+25,4.962374060292645,3.4171621707748017,1.5809989921266807,0.191444723913753,Iris-setosa
+26,5.54326479291358,3.5908516123019982,1.7320937510985848,0.3203601331424522,Iris-setosa
+27,6.162444216446933,2.751192444616056,5.004041504912222,1.583552670179518,Iris-virginica
+28,5.1253822727840515,3.3075973991304233,1.639509975743447,0.324381794790171,Iris-setosa
+29,6.344375476089818,2.952193013372175,5.048201184526198,1.4459041853205836,Iris-versicolor
+30,5.986658162145996,4.171191097926728,1.7791406984891869,0.5229268699545417,Iris-setosa
+31,5.774560219129096,2.849101203667821,4.500953533741477,1.3521696494869915,Iris-versicolor
+32,6.477031066533903,2.8584574970638785,4.763648242426478,1.5936227639505796,Iris-versicolor
+33,4.45906682335676,3.034153475630484,1.258873934173434,0.20710174133203527,Iris-setosa
+34,6.32147863412444,3.092034906739537,5.300981296106264,1.9163805221861705,Iris-virginica
+35,6.489018329283432,2.6045876366932807,4.796257469062511,1.5549618562397014,Iris-versicolor
+36,6.2869500392581035,3.202349743533291,4.51890182890782,1.8490209893007585,Iris-versicolor
+37,7.451895927086779,3.2273181575295267,5.536046323737527,2.4091426107652962,Iris-virginica
+38,6.409656330289485,3.0658122242479524,5.345674416701872,2.357431021607824,Iris-virginica
+39,6.957599259276259,2.645581131735018,4.864090742711088,1.9987933124283324,Iris-virginica
+40,6.436934345228328,2.7054277092327004,5.557557434513183,2.151039737068433,Iris-virginica
+41,6.111917653670369,2.628866084320965,4.515588607893008,1.5178723618178673,Iris-versicolor
+42,7.2309922600332905,2.8372107466633127,5.861929588802145,2.1347195263783556,Iris-virginica
+43,6.611239523893147,3.0240504039219958,4.860340695404153,1.4898491688460156,Iris-versicolor
+44,6.761298712149433,2.975270787641363,4.542100501687771,1.4803698878741416,Iris-versicolor
+45,5.035100169627371,3.3463747094189857,1.5140204530456485,0.15927167188071106,Iris-setosa
+46,4.922487378379325,3.7932338313523735,1.472922365934268,0.22961398811349942,Iris-setosa
+47,6.571875000509688,3.1150312812564587,5.008601420747253,1.830055888857968,Iris-virginica
+48,6.008464337204647,2.864715123200373,4.4437212748788975,1.4459727139161709,Iris-versicolor
+49,5.328417776481855,2.7994430679922817,4.566316366735684,1.231607133816327,Iris-versicolor
+50,4.882368162732834,3.3400640000946353,1.507133826852048,0.18190595233753803,Iris-setosa
+51,6.5407211989878835,2.8599487014538885,4.731405141118836,1.2200282334298274,Iris-versicolor
+52,5.671544897870563,3.602055879333077,1.4517630242465416,0.2967186692418517,Iris-setosa
+53,7.637661730440404,3.240307950014009,6.175709358327081,2.167634833999947,Iris-virginica
+54,5.018147731731505,3.2889270969705637,1.5595090473277191,0.2828289257641476,Iris-setosa
+55,6.383351733317671,3.38272941392445,5.120383194366315,2.044124221944383,Iris-virginica
+56,6.659807387549917,2.736131936942787,4.361023598865794,1.5743461379445791,Iris-virginica
+57,5.123553819584462,3.244995572489054,1.7843973674979423,0.17420123430993217,Iris-setosa
+58,6.254175534600733,2.6467388348425933,3.8001645841463025,1.447189744246832,Iris-versicolor
+59,5.167921564509755,3.545779663690871,1.3928070513981143,0.26669219651249204,Iris-setosa
+60,7.023959397688662,3.2810848636823122,6.225320531838645,2.3551896242591392,Iris-virginica
+61,6.685120937548256,3.182284716467377,4.48640287148388,1.2437203088783133,Iris-versicolor
+62,5.48947218984772,2.636535796277781,4.091495832941472,1.0501160606424769,Iris-versicolor
+63,4.871988879914206,3.2089728250825504,1.4628448290143936,0.2710361819058016,Iris-setosa
+64,6.857743019592601,2.9320609496394083,4.069025509771652,1.3732527865370279,Iris-versicolor
+65,7.099113776130088,3.1008492000108885,5.993197737346714,2.242976018615797,Iris-virginica
+66,6.334028894312942,2.8837047103183315,4.917975105192231,2.1337700632720895,Iris-virginica
+67,6.268503421627914,3.1016196161701175,4.615067833394485,1.6014394203898819,Iris-versicolor
+68,6.301048594585904,3.149541375356595,4.859034713315455,1.2803290055962517,Iris-versicolor
+69,6.11890850841728,3.0316539632568795,4.9434864195050565,1.4653577493214736,Iris-versicolor
+70,5.828429337602856,2.7590939914144057,5.17621514934675,1.957593075404609,Iris-virginica
+71,5.090484996287555,3.4991020490537625,1.4605324908942021,0.15192672498775123,Iris-setosa
+72,6.259488604470718,2.2943790246923355,4.125883651380368,0.9666639419133788,Iris-versicolor
+73,4.628255714893085,2.9508390230082457,1.228062999844828,-0.043551824938637684,Iris-setosa
+74,4.7879715977796895,3.188433182688462,1.4108062954246197,0.14570004834273348,Iris-setosa
+75,5.111130291090149,3.439922066749004,1.4912546969585831,0.3543012617815611,Iris-setosa
+76,6.223231682086604,3.1014277180316103,4.430208030709962,1.684423778899638,Iris-versicolor
+77,5.64630884527891,3.221876576169093,4.593021594789635,1.3839224040174787,Iris-versicolor
+78,5.080521492194235,3.1248585344792996,4.7183996787009805,1.8077487413600508,Iris-versicolor
+79,4.664094522246397,3.715567143778512,1.7709031307449123,0.15223408042841075,Iris-setosa
+80,5.0110798380856565,3.611073771019843,1.7377279215529686,0.1723232669504728,Iris-setosa
+81,6.11928973574633,2.853677933973391,4.768295444806087,1.8013636817860308,Iris-virginica
+82,5.059330875364692,3.4053622199913844,1.530073389074258,0.21454545751216728,Iris-setosa
+83,7.940401443659863,2.7378808693937478,6.169282732984592,2.0237266809744745,Iris-virginica
+84,6.325984575712302,3.2393465161976183,4.812617189965393,1.634591277758744,Iris-versicolor
+85,6.187942709708813,2.5524964515807813,4.838220640490105,1.6602959407226996,Iris-versicolor
+86,5.344875142444668,2.943954182053963,4.721680108942473,1.4868978166751057,Iris-versicolor
+87,5.68857944755728,3.5923067061679563,1.5611837640633943,0.18009368992378127,Iris-setosa
+88,4.911280359197475,3.1314909254289685,1.5981402086882757,0.2874073866612132,Iris-setosa
+89,6.4723656149452635,3.0173661121792574,4.592623138992045,1.5573162413094417,Iris-versicolor
+90,5.450377750836995,4.2274223092425345,1.3561174835754763,0.22076912003909102,Iris-setosa
+91,5.775755599110312,3.0149868755513367,4.0746940563213965,1.4952292703288292,Iris-versicolor
+92,6.770564663689147,2.8756370987652886,4.506570025037713,1.427452304156386,Iris-versicolor
+93,6.15646831063003,3.0315122741828384,4.562853466941941,1.604023461504574,Iris-versicolor
+94,5.374603427092744,3.378529706458914,1.4321793626395236,0.2809635731659328,Iris-setosa
+95,5.123547528664068,3.6191351162015435,1.8373731257571477,0.47256595407546853,Iris-setosa
+96,8.241095872982903,3.6821196217529795,6.806969423916764,2.400029047324579,Iris-virginica
+97,4.837558225993796,3.2830268273571535,1.667326231850859,0.2815648925875856,Iris-setosa
+98,6.613397489947985,2.748714588243479,5.0826344488755915,1.9479176144108306,Iris-virginica
+99,5.164725369940722,2.9531184034200386,5.129730262197504,1.297743859623831,Iris-versicolor
+100,6.649526919795749,3.087211738094172,4.233566021789158,1.405335506117225,Iris-versicolor
+101,6.414134809281501,2.6607986142831277,5.293384171204698,1.7013981174191968,Iris-virginica
+102,6.062370289135543,2.392830540602178,5.2972556943498255,1.8941471774295806,Iris-virginica
+103,5.224401361074572,3.255196937997083,1.5880730317079599,0.3651860269525033,Iris-setosa
+104,6.397314536095497,3.200180359569424,5.1319013465953525,1.4981717572656927,Iris-versicolor
+105,4.738293615844879,3.3276139878145075,1.2227201839349306,0.14679235605455654,Iris-setosa
+106,5.228150635451489,3.3795996660647405,1.3786131643039192,0.2555374889719356,Iris-setosa
+107,6.951504629573859,3.059047142887878,5.057024525738109,2.266499271290961,Iris-virginica
+108,5.282527026501492,3.864790712223695,1.5373020421085162,0.26106944235511226,Iris-setosa
+109,4.978810377818346,2.324067384981922,2.9784867086805322,1.127862918148082,Iris-versicolor
+110,5.842635715231796,2.8247565192590662,4.479382034994671,1.2217446801512153,Iris-versicolor
+111,6.304426316245813,2.59733941591613,5.236605253235836,1.919979761034273,Iris-virginica
+112,4.483288300741912,3.362916167440506,1.6942700335122143,0.21529219739224675,Iris-setosa
+113,5.462328699474355,2.8219553026967614,4.117443386123912,1.127850460271873,Iris-versicolor
+114,4.851315873992912,2.213191329276824,3.1330468361063035,1.0116099500994948,Iris-versicolor
+115,7.27263295976888,2.9474961691211865,4.6560793120288,1.8286284739158452,Iris-versicolor
+116,5.330815781567352,3.1047314481924313,1.6228058865499406,0.21434577520945805,Iris-setosa
+117,5.290686776975103,2.495413558191207,3.564162695200962,1.1880100655297308,Iris-versicolor
+118,7.128305999477401,2.988106502430813,5.195712460909906,1.9529843440817127,Iris-virginica
+119,5.326919377474236,2.440969534143844,4.352015459775552,1.3288284736860199,Iris-versicolor

iris/tvae/0/11/test.csv

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

iris/tvae/0/11/train.csv

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

iris/tvae/0/11/val.csv

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

iris/tvae/0/12/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.0545486811529825,3.2433193431810956,4.614674218215041,1.3727361875183066,Iris-versicolor
+1,6.642761542452827,3.2104566003310198,4.5741094553796415,1.9306241979273588,Iris-virginica
+2,6.414138593851963,3.1427992351695466,4.108807373660336,1.7728732301978103,Iris-virginica
+3,4.422233336545522,3.320549172903791,1.5104830446598725,0.11580821859847293,Iris-setosa
+4,5.663646767645402,3.0776531511855674,1.473408599905758,0.17003566168309459,Iris-setosa
+5,6.235655359313255,2.9707090757360026,5.1698010271964625,2.2194188012703733,Iris-virginica
+6,6.067866136040531,2.475235549772689,4.626792531338542,1.4186138021621688,Iris-versicolor
+7,5.91497039197064,2.9369120080996454,4.549859872078475,1.413719075539727,Iris-versicolor
+8,4.987341674980036,3.401109674691212,1.4448142121112904,0.19362019932586738,Iris-setosa
+9,8.493026963955908,2.59976570882939,6.480113693555812,2.0387048025784718,Iris-virginica
+10,5.343245448437264,3.094647021885651,5.441983721112504,2.2236388475134046,Iris-virginica
+11,7.590748735815003,2.83937784507503,6.035710174615969,2.120428865988209,Iris-virginica
+12,7.055936180123021,3.035417645179158,4.605921975860564,1.387159553068925,Iris-versicolor
+13,6.1082743612510075,2.9498891283762525,4.913486016155045,1.6544896355277654,Iris-virginica
+14,7.054506793045561,2.7556228036591683,5.414511018646428,2.093841635430151,Iris-virginica
+15,5.210426472512049,2.3007917093410364,3.068938197947009,1.014017679530351,Iris-versicolor
+16,5.361299569288066,3.7476030642051947,1.7006907423058062,0.5065968224740645,Iris-setosa
+17,6.29958758638354,2.4447443030654235,5.450735137370842,1.8705859431974394,Iris-virginica
+18,4.405524759262446,3.0138531871384986,1.5276296959750424,0.15630063093606428,Iris-setosa
+19,6.834189088081671,3.234740044933857,4.316410531863994,1.5569733809463868,Iris-versicolor
+20,5.5407593844311025,3.623737458473127,1.5067874510612618,0.20304632619481694,Iris-setosa
+21,5.365249683841235,3.390909280524163,1.6459713570486492,0.44593353796948065,Iris-setosa
+22,6.762061020077588,2.559503055467991,4.8334278936540835,1.7940830257918747,Iris-virginica
+23,5.434137381811722,2.520971039157902,4.14733767743055,1.206037368154891,Iris-versicolor
+24,4.799125323675157,3.6876557900869384,1.6266972761121918,0.4116142371510926,Iris-setosa
+25,4.400531654716403,3.1421159015713407,1.455373398491541,0.11109677638089549,Iris-setosa
+26,5.7843687537881925,2.4297566576998015,5.0841913624619846,1.4786628934701862,Iris-virginica
+27,6.471490708477439,2.9008791858291545,5.96002715428758,2.2153475480493108,Iris-virginica
+28,4.425994165934946,3.345566216217687,1.3235860652653404,0.2554788551587691,Iris-setosa
+29,5.656342722984881,2.6752691930076296,3.9998701532541387,1.1171634276174607,Iris-versicolor
+30,4.871126654536014,3.065163647604103,1.7049073583641283,0.2652785900907212,Iris-setosa
+31,6.482750830877714,2.496841769452629,4.493212911117532,1.2619834786113133,Iris-versicolor
+32,5.2140779065586935,3.559181937110289,1.4065252925295584,0.5125613338775139,Iris-setosa
+33,5.764597397075052,2.9541247266997184,4.4696758369777285,1.4735902093373907,Iris-versicolor
+34,4.833918848936449,3.038481995019314,1.617238849969126,0.15685736086868798,Iris-setosa
+35,6.738260634234793,2.881333301883484,5.389008908162401,2.111362832506187,Iris-virginica
+36,6.198929609575844,3.1629063173538534,4.967716564371226,1.9398633796740925,Iris-virginica
+37,5.767119186234457,3.0412697463995424,4.480450289716354,1.4498213074538864,Iris-versicolor
+38,6.576959584784573,2.354493669415008,5.240628415546675,1.641476309210171,Iris-virginica
+39,5.176126138913563,3.4199671550377317,5.169765589026095,2.168795560098502,Iris-virginica
+40,6.576823374586685,2.40071954555956,4.757816584181927,1.6242103755555526,Iris-virginica
+41,5.0086381052793705,3.2294206353050345,1.7712420987891004,0.44498590186698417,Iris-setosa
+42,7.436342243466543,2.801280683922498,6.018381241976005,2.1218057098692893,Iris-virginica
+43,5.9014661943237865,2.86295749455222,4.848230706899168,1.4410363665836041,Iris-versicolor
+44,5.774395342571362,2.939794764407724,4.148410395690874,1.3220051289106027,Iris-versicolor
+45,4.724358196324677,3.248660911424506,1.3630704388468253,0.12554498897031868,Iris-setosa
+46,6.535975635899867,2.9107428111384697,4.5697669207646525,1.7921702271214746,Iris-versicolor
+47,5.078770206601266,3.631429105828039,1.6196807574387528,0.258117597500537,Iris-setosa
+48,4.031818543777943,3.4298225179405595,1.2737158965657127,0.2472760696583031,Iris-setosa
+49,5.022813831574714,2.1813051116127427,2.687904334539735,0.9623649667669542,Iris-versicolor
+50,6.097627298169366,3.033825057175625,4.561612282522781,1.9969029675310592,Iris-versicolor
+51,5.3920975907619075,2.7605946011495996,3.985684779711791,1.4031637813450057,Iris-versicolor
+52,5.940637383439418,3.194930117559446,5.231445057324217,1.9284776604383245,Iris-virginica
+53,6.881115364423069,3.2506142984899036,4.476348172191354,1.4985111531210558,Iris-versicolor
+54,6.838548669611398,2.9598048104244956,4.948441439743044,1.3526987330777063,Iris-versicolor
+55,6.447570128896642,2.8273370310596557,4.336288341700254,1.3733029085057242,Iris-versicolor
+56,6.49916129467033,2.9633469205090983,4.335697639000548,1.4512249903041665,Iris-versicolor
+57,5.264246101335318,3.1389957931192125,5.137922691911822,2.006713611652441,Iris-virginica
+58,6.234210016948409,3.0013063415759156,5.046062171034565,1.4732278825816743,Iris-versicolor
+59,5.264065303937824,2.487858062552613,2.902603101786452,0.9352339537498776,Iris-versicolor
+60,7.023705022927183,3.084622022903888,5.830233033951314,2.2528973496712714,Iris-virginica
+61,5.194852061908432,3.189758048069858,5.30503573574186,1.9165164406102821,Iris-setosa
+62,6.141417257341571,3.082373188420679,4.478832057794345,1.71024292853766,Iris-versicolor
+63,6.281347699437814,3.147223381962312,4.837393229086168,1.468274512272038,Iris-versicolor
+64,5.172049480902304,3.0871271123838646,1.5894985087666995,0.26687065669508836,Iris-setosa
+65,6.836885563243651,2.823849035225685,5.85558528623268,1.8077343326750517,Iris-virginica
+66,5.581976597400983,2.7847193011671507,4.122908765501486,1.064985907905192,Iris-versicolor
+67,7.694561029549927,3.210463741861376,6.748560031386194,2.3549672243601134,Iris-virginica
+68,7.0240743546136075,2.7108163828171885,6.321599328811534,2.0297237326798205,Iris-virginica
+69,4.894240639436679,3.7629072248212507,1.5334634626426018,0.2614485831326467,Iris-setosa
+70,5.1596342139806515,2.106509502296218,4.174671077448193,1.4269761911235126,Iris-versicolor
+71,5.4725561922464765,2.6085833934292344,4.052085351962763,1.3339938533447984,Iris-versicolor
+72,5.519835310864789,3.3020767651085796,1.4252865984187961,0.1193372026842496,Iris-setosa
+73,6.020436798299388,3.012744981689263,4.801756608638826,1.8552412615450007,Iris-versicolor
+74,6.466450058940115,3.0423156950078156,4.529127075766174,1.4669562901171316,Iris-versicolor
+75,5.260350245323011,3.134764839799246,1.3548901857224527,0.24810270363425269,Iris-setosa
+76,5.213387932809324,3.609685142077444,1.660060708366161,0.343046470037337,Iris-setosa
+77,5.875713085000809,2.9043298873512224,4.368139223703166,1.3376764063629247,Iris-versicolor
+78,6.166555787840551,2.445152331959231,5.317736466941356,1.707911754338617,Iris-virginica
+79,6.190244267749349,2.9538735575733157,4.439209295088336,1.4825362826607544,Iris-versicolor
+80,6.122997880396512,3.1782936864184896,4.56885118744375,1.5627030628895031,Iris-versicolor
+81,3.7634217892122312,2.89210940846354,1.2119724918254229,0.12594331719128235,Iris-setosa
+82,6.529439775896648,2.883528855698958,4.329531768666746,1.30482486299608,Iris-versicolor
+83,4.991751674297371,3.0993594020658306,1.6759232218380262,0.2803414716634918,Iris-setosa
+84,5.164572976948644,2.4739511589935854,3.988314509453707,1.0720589450370774,Iris-versicolor
+85,4.597360939692344,3.1897791354730876,1.500061401727598,0.2855958859131741,Iris-setosa
+86,5.485393390992306,2.441655054811252,4.082468686920014,1.2826964503114118,Iris-versicolor
+87,6.226771117969233,2.960372045299739,4.275123670205325,1.2290068595816845,Iris-versicolor
+88,4.371574111336422,3.324993853986392,1.3650823013780564,0.16586858324021903,Iris-setosa
+89,5.626243324699466,3.6923663475166615,1.7468828365709612,0.25967123784066704,Iris-setosa
+90,4.944606853488071,3.842998772220392,1.5858234645866172,0.3295150608657502,Iris-setosa
+91,6.089046340018258,2.7303520101787457,4.98270184241686,1.7440623654359058,Iris-virginica
+92,4.815420965642295,3.4646574895139732,1.5443222078338683,0.19540250738555098,Iris-setosa
+93,6.5543927136532565,2.890067505845813,4.9769307790041815,1.8821239981918558,Iris-virginica
+94,6.694001424510492,2.337001455573871,4.83733742591572,1.2234728493112363,Iris-versicolor
+95,6.133685512386151,2.9879514168010277,4.740168445714492,1.668466622301959,Iris-versicolor
+96,5.096685814652295,3.263917821054041,1.6916765947918109,0.2669334941944659,Iris-setosa
+97,6.098422393745283,3.045145079701255,5.19954734550339,1.901006266252129,Iris-virginica
+98,6.058063450086688,2.372030395389488,4.888847211804391,1.342557350080637,Iris-versicolor
+99,6.032003142948433,3.036757619764305,4.6670100652557185,1.5751017808918049,Iris-versicolor
+100,4.427824582258534,3.4759191382454224,1.5004524168455387,0.06288142865954413,Iris-setosa
+101,4.800969941115173,3.263968301854205,1.5459054360322826,0.15607606468264776,Iris-setosa
+102,5.382794697432451,3.6805638048195473,1.9107380590109568,0.5825470244717161,Iris-setosa
+103,5.354179688601421,2.617710712890963,4.354891524086224,1.4539724779495296,Iris-versicolor
+104,4.93911032821504,3.4700677205080224,1.565130615469593,0.18334512999523722,Iris-setosa
+105,5.543236082624268,2.5485601177681945,5.507695879636474,1.7761194968362792,Iris-virginica
+106,6.671156112404283,2.182331645337895,5.996396716510892,2.1176639036306786,Iris-virginica
+107,5.477611385988494,3.1014790128277703,1.5208319762278864,0.1705478588284185,Iris-setosa
+108,7.166489033123448,2.6336589732048354,4.829043983105502,1.2295646533927957,Iris-versicolor
+109,4.589338195128455,3.205640410631176,1.5303825741672592,0.2452199690232532,Iris-setosa
+110,6.615893556462917,3.16706512298028,4.93061118232861,2.0325770136568417,Iris-virginica
+111,6.498645391149568,2.8731787348511797,4.570738344228679,1.5244123912483958,Iris-versicolor
+112,5.922741557811098,2.86359084721773,5.170569468879108,1.888114778865091,Iris-virginica
+113,6.959074309217785,3.065265572370634,4.930928419649409,1.6270538304860112,Iris-versicolor
+114,6.194572785348166,2.4609420243381726,4.053137434367588,1.1006507816459528,Iris-versicolor
+115,4.9238197203205845,3.5145860081850544,1.411141371389997,0.2823297389210944,Iris-setosa
+116,5.0714165358592425,3.460281174169099,1.8681703766848035,0.45916447268291183,Iris-setosa
+117,7.258599711587154,2.842505329149567,5.73833089055762,2.12448751432269,Iris-virginica
+118,5.257225693544005,2.7132980335978067,4.013789909052865,1.1244289065437516,Iris-versicolor
+119,6.372328364720386,2.975001942660632,4.873300848589949,1.977260474917471,Iris-virginica

iris/tvae/0/12/test.csv

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

iris/tvae/0/12/train.csv

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

iris/tvae/0/12/val.csv

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

iris/tvae/0/13/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.547655539803466,3.189548962273565,4.688689636557052,1.4059154544462953,Iris-versicolor
+1,6.595917069783064,3.2850509711770517,4.96106029469032,2.1447125500086837,Iris-virginica
+2,6.6017618646191725,3.074589971571798,4.452286814869153,1.6524400350012673,Iris-versicolor
+3,6.008047414798965,2.5815858415757926,4.2155963456067,1.335385503148848,Iris-versicolor
+4,6.861199451501126,2.758096640988646,4.3821663521876495,1.1180566853649978,Iris-versicolor
+5,7.25139359493489,3.2397684550426016,5.468251567392651,2.2884373315472897,Iris-virginica
+6,7.4377651292042035,3.3975127211840435,6.218932742879732,2.4232154780905684,Iris-virginica
+7,6.6268465447749705,3.0334504539254197,4.5673989895997265,1.4098224079635853,Iris-versicolor
+8,7.173386158431081,2.941212320635295,4.13005907697073,1.3355518562134217,Iris-versicolor
+9,4.454376790851103,3.14599693882385,1.2903468465760461,0.15290593766688287,Iris-setosa
+10,6.456772867870207,2.548093551313711,5.358634816328306,1.738169910085344,Iris-virginica
+11,4.697858625573486,3.6588411060597834,1.6853640581784661,0.31039047582072943,Iris-setosa
+12,6.447389872303055,2.783481089253537,5.014869664643544,1.8346804887119834,Iris-virginica
+13,6.514944298905533,2.9417196039545765,4.509089021182117,1.417216581311308,Iris-versicolor
+14,6.755901827903932,2.460250110003421,4.5287536039293235,1.363128041874024,Iris-versicolor
+15,5.066574190945098,3.2648643552822976,1.6338656177863784,0.4038003508194271,Iris-setosa
+16,6.6573431608502345,2.5961190042365176,4.950477824710318,1.457852766172711,Iris-virginica
+17,5.896819777637648,3.073401689046367,1.6839135500889904,0.21198923898220723,Iris-setosa
+18,6.690622843261821,3.0028880840588874,5.159367068229827,2.0095345682974832,Iris-virginica
+19,7.034080996271035,2.8444995802396256,5.93105436893286,1.9848053865515443,Iris-virginica
+20,5.172106345370831,3.329537627085205,5.197485265343791,2.1558553618963012,Iris-virginica
+21,8.167478614669745,2.9611864341378893,7.058242078681998,2.1790516050635147,Iris-virginica
+22,5.082200730240421,3.100683290299664,1.5441100353926986,0.21285650881777812,Iris-setosa
+23,5.937366635345056,3.2359587101832363,4.681837901844303,1.9266180787529215,Iris-virginica
+24,4.890556824588941,3.3105473392272886,1.6961004761828913,0.26984786956350343,Iris-setosa
+25,4.7070370894700115,3.398543916232362,1.4382005173607355,0.21669244869742638,Iris-setosa
+26,5.124783244200376,3.6038111959855743,1.6470458700763095,0.40476103489955967,Iris-setosa
+27,6.248014839581333,2.466180065943052,5.147332351602664,1.6708983289307178,Iris-virginica
+28,5.1712074176323855,3.7326951878078845,1.4356786808403321,0.2663162329573047,Iris-setosa
+29,5.005782826863099,2.830022355768202,4.066382524703368,1.0450331117020384,Iris-versicolor
+30,5.118988739007916,3.0433530398477124,1.3796494943459627,0.049986231925256225,Iris-setosa
+31,7.330138747561581,2.819515838974128,4.700446062137618,2.015770875867928,Iris-virginica
+32,6.2884988506577475,2.943832491550981,5.306146870412189,1.9796765459686763,Iris-virginica
+33,4.913080177526733,3.3338682507758177,1.6834290585494167,0.25790963304384334,Iris-setosa
+34,6.651414784719073,2.743439749534247,4.801106619280241,2.1155748774227146,Iris-virginica
+35,5.812931549545955,2.6546382701802016,3.925519716181829,0.9730870386678782,Iris-versicolor
+36,4.756886614816737,3.1416992880983,1.5551992671409343,0.18770048670295114,Iris-setosa
+37,5.671192952916493,2.4606475449609704,4.057757117715317,1.4071910093167954,Iris-versicolor
+38,6.4054465035066634,2.892634338040604,4.863375448145426,1.6741939295835744,Iris-versicolor
+39,4.9416407284897845,4.031242145963667,1.5367972181464555,0.1245464355861812,Iris-setosa
+40,6.560827090644911,2.9660012715103474,4.886308697027117,1.831901592041844,Iris-virginica
+41,5.3664507044973675,3.517928219264658,1.878573773771975,0.6098054626984915,Iris-setosa
+42,6.317475372735094,2.654512736968484,5.431670348711478,2.118023485232148,Iris-virginica
+43,5.4293177615628005,3.6265025296093323,1.516426887903464,0.22015485331331625,Iris-setosa
+44,6.819829729031303,3.1106277597200727,4.397082621015334,1.7174658387280626,Iris-virginica
+45,5.178707889698355,3.6506729182066846,1.513543621452574,0.45568037656037874,Iris-setosa
+46,4.5316885301748755,3.1106224610567588,1.8108225467057002,0.05832450326487912,Iris-setosa
+47,5.176380379291451,3.177772216669644,1.5273799840433666,0.2872501646155634,Iris-setosa
+48,6.286022261699182,2.3673487531947606,5.725383771460394,1.754591310536906,Iris-virginica
+49,6.565613022419192,2.9395518859278496,4.594714199697842,1.5331796389100956,Iris-versicolor
+50,4.565855077100403,3.231371018379915,1.368849972328861,0.21960867545115098,Iris-setosa
+51,6.676465507441649,3.1974202457782765,4.929579303999449,1.3088993379286924,Iris-versicolor
+52,6.3181449376472685,2.842229515059617,5.076918005095771,1.7674566328830112,Iris-versicolor
+53,4.997863478951451,3.5418392987385108,1.5740507258535983,0.393457957423679,Iris-setosa
+54,5.506018664532629,3.1404642907328726,1.304621765016584,0.05628882464469012,Iris-setosa
+55,6.2527323602258695,2.446527910512136,4.113944260090012,1.270028781773233,Iris-versicolor
+56,6.366271276882914,3.226213452200906,4.5820489114852565,1.3578859973289377,Iris-versicolor
+57,5.999585859274204,3.1063916852359306,4.449962382112794,1.7347102562815055,Iris-versicolor
+58,6.8406714551096215,3.2402504787564226,6.065743125487058,2.49858592861063,Iris-virginica
+59,6.418157868301184,3.049564850813017,5.690064949124536,2.1649749078197185,Iris-virginica
+60,6.299866413450803,2.6420424162299128,4.835775014446313,1.4747290295013888,Iris-versicolor
+61,7.289325096371173,2.8196145315905423,6.81116513614049,2.303425045861381,Iris-virginica
+62,4.239978994001387,3.281915842180239,1.5591699774081198,0.2203117490028152,Iris-setosa
+63,4.845315738125213,3.2188389838728484,1.582213085373688,0.2545062952014084,Iris-setosa
+64,6.801162105125673,2.891193568184321,5.061674437854959,1.8112595846653963,Iris-virginica
+65,5.115479488851513,3.3050484445841817,1.6345170495900714,0.30125163374772435,Iris-setosa
+66,4.844565393050403,3.5254588289556743,1.532888848268698,0.3185961390284905,Iris-setosa
+67,5.941863166132341,2.6856962659951735,4.107176584918422,1.3416373572926434,Iris-versicolor
+68,6.406739840031399,3.0895733851769642,4.383811888201055,1.5161189057029656,Iris-versicolor
+69,6.744942464745285,2.3668808419380913,4.964815831465836,1.5372946882151668,Iris-versicolor
+70,6.387013809287271,3.008192098867297,4.510128817429797,1.3980083490214137,Iris-versicolor
+71,6.247520733044649,2.2236391932285913,5.099076702483891,1.4492466262555643,Iris-virginica
+72,4.670996194249009,3.3798263250687084,1.5732702981878264,0.09961003263371376,Iris-setosa
+73,6.920066970392564,3.0435729567286764,5.420958988576575,1.5644361569097476,Iris-versicolor
+74,6.316169249102156,2.69085424127804,5.438282228101783,1.7620280599962004,Iris-virginica
+75,6.144276569175889,2.707886154733578,3.813701528338097,1.3316364667086302,Iris-versicolor
+76,7.0293399183236325,3.0213049641721357,6.028834703790388,1.958891674366092,Iris-virginica
+77,6.048371793083063,4.317292098627828,1.6073974934336441,0.32929761764241094,Iris-setosa
+78,5.49578176330678,2.639098362915666,3.959600766597804,1.303283816601072,Iris-versicolor
+79,6.210146318680223,3.1458194180619707,4.414746609644919,1.551632853207352,Iris-versicolor
+80,6.717461102646922,3.1839601271547138,5.598018671292469,1.9581641338326652,Iris-virginica
+81,4.98107065924753,3.331986723589568,1.7729776771623125,0.5077688503507861,Iris-setosa
+82,5.100558340322696,2.5203052391563467,3.6708797199557472,1.1072052189857904,Iris-versicolor
+83,4.588834976924215,3.214625442613874,1.5436319223444201,0.11941521222650633,Iris-setosa
+84,5.7342244730923575,2.098117289479039,3.6966459884661025,0.9862065684094353,Iris-versicolor
+85,6.751151756687943,2.828855914125811,5.50982009384994,1.833198745755125,Iris-virginica
+86,6.068483406491445,3.02891119470083,4.859095485276456,1.6037200573268573,Iris-versicolor
+87,6.39058263680612,2.8122290257620355,4.316348692179466,1.2572367754403824,Iris-versicolor
+88,5.15588354807643,2.9997324800848,4.504028676386865,1.4801373812083358,Iris-versicolor
+89,5.988320753536801,3.250983663521466,4.80362713250636,1.5095383997303697,Iris-virginica
+90,5.460429704817499,3.0223414589128224,4.507477667483956,1.464866843196201,Iris-versicolor
+91,5.165209994710127,3.274489408133248,1.286973202830827,0.20417817961131107,Iris-setosa
+92,7.022774727272003,2.5527866961395027,5.470046829297533,1.929107854065006,Iris-virginica
+93,6.610741193350039,3.018774445010751,4.719839701928292,1.4927812251995223,Iris-virginica
+94,5.398555643013852,3.235571321803597,1.6721561263398463,0.3470159887895031,Iris-setosa
+95,6.372683041280333,3.0505546529815377,4.709214363626959,1.8911805649612243,Iris-virginica
+96,6.594220812230048,3.0964915414814245,5.417004405152146,2.1187754303028057,Iris-virginica
+97,6.505419443827718,3.305334430352421,5.458619330979093,2.096842486009013,Iris-virginica
+98,6.345514143039319,2.88953742248299,4.943494619807289,1.3290004093586871,Iris-versicolor
+99,7.260453420504391,2.543709962462554,6.20724367425456,2.171843367466897,Iris-virginica
+100,4.59108424287168,3.0645644947822954,1.6201043147572858,0.240026007011009,Iris-setosa
+101,6.219108947022592,2.6191080967243074,5.184052853610266,1.8223607016879748,Iris-virginica
+102,5.103396482096282,3.417148277571142,1.5985102163484401,0.4441100553947156,Iris-setosa
+103,5.603811277614253,3.130540180768025,1.5220473524363243,0.3073815580633452,Iris-setosa
+104,4.885369385624146,3.3472270518159792,1.3218132936351445,0.3293057236103057,Iris-setosa
+105,4.842031425341863,3.4710656461465663,1.7318161594016364,0.23203052686231823,Iris-setosa
+106,6.3808986427950565,2.764964315199029,4.834530801425346,1.5697642280463173,Iris-versicolor
+107,6.233593357816832,2.1457518767371466,5.346754624895142,1.5805256958618268,Iris-virginica
+108,5.913874861881205,3.129475874625409,4.561225859437451,1.841532308502766,Iris-versicolor
+109,6.442665893110975,2.93490373778275,4.89610364005116,1.4297249768031395,Iris-versicolor
+110,4.957488424123826,3.7747389500279978,1.533251589244378,0.34203115603795026,Iris-setosa
+111,6.437722676488339,2.792064135604142,5.186729468932593,1.9967332016105521,Iris-virginica
+112,6.289742970766797,2.6375338481598747,4.344580022851507,1.5252245879881325,Iris-versicolor
+113,5.622181231854636,3.530426590539852,1.5482525184480471,0.14970660007625858,Iris-setosa
+114,5.6428830150873885,4.040267104484147,1.5610185609027596,0.2574473630356006,Iris-setosa
+115,6.146136123072225,2.953308873514309,4.95857524590623,1.6603687261780833,Iris-versicolor
+116,5.758861016215247,2.8719795388666145,4.352527747342946,1.201303196439914,Iris-versicolor
+117,6.548416263784914,2.889488929804819,5.318116795270783,1.6619810682624045,Iris-virginica
+118,5.074890027528147,3.6689523676485254,1.4734977476418827,0.14351449193723764,Iris-setosa
+119,6.561396735914347,2.8953635354203513,4.326703347557845,1.6903011267999135,Iris-versicolor

iris/tvae/0/13/test.csv

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

iris/tvae/0/13/train.csv

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

iris/tvae/0/13/val.csv

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

iris/tvae/0/14/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.987786921889172,3.9350747138016766,1.5858432153341326,0.27868871844460835,Iris-setosa
+1,5.0568847694710275,3.5724845280375117,1.4212892303342757,0.28817990591811654,Iris-setosa
+2,5.077263798638433,3.668165143747296,1.4988864076343924,0.1848999477903266,Iris-setosa
+3,4.947160762122997,3.131229067626319,1.1464540799888465,1.4100777997024108,Iris-setosa
+4,4.451709815909424,3.0043571009010557,1.6301149356080114,0.15057621013925473,Iris-setosa
+5,6.58662994596706,2.7999892592487816,5.330622369012411,1.750458179383994,Iris-virginica
+6,7.212406903328987,3.3746125454363423,6.498381210630878,2.119588192377833,Iris-virginica
+7,5.137336184474825,3.8072373404186424,1.4393610352405255,0.2422749371592784,Iris-setosa
+8,4.984010345052902,3.352693203039539,1.3667583604165499,0.3930450751214847,Iris-setosa
+9,6.603783707969531,3.4961328968547782,5.150103206543282,2.3587535089136673,Iris-virginica
+10,7.223193795704599,2.680985399910572,6.102394652750214,2.259040186406603,Iris-virginica
+11,5.230493016586349,3.24870020085022,1.6747364002800762,0.3565847958092654,Iris-setosa
+12,4.994999764199964,4.003613162236183,1.5388938144130513,0.11853857814842608,Iris-setosa
+13,4.879246180696138,3.1465370911781427,1.552855181564074,0.15585810772049413,Iris-setosa
+14,6.742996162577855,2.8425152580841813,4.971853724144392,1.6342369275486919,Iris-virginica
+15,6.544350784182158,3.2852451376219323,5.097525086054866,2.186001516490544,Iris-virginica
+16,7.163713869832922,3.5438680521635537,5.919523688320423,2.7062649793958253,Iris-virginica
+17,6.4775215825362915,3.1903914265075968,4.800861792796807,1.6744428659751815,Iris-versicolor
+18,4.801282290666388,3.2438428673412236,1.5889772600630672,0.33522994940124495,Iris-setosa
+19,5.663731625972439,3.276327103268253,4.282655800474139,1.5030825403997652,Iris-versicolor
+20,6.283061128028611,3.174327841947955,4.689945587119535,1.4990006142669936,Iris-versicolor
+21,6.248442819131621,2.9815954597004697,4.154092454042695,1.035437651214878,Iris-versicolor
+22,5.595747341788391,2.9623446431236453,4.720398007880548,1.151253785154279,Iris-versicolor
+23,6.240556227665852,2.733050024890437,4.559776092807693,1.1126510829164733,Iris-versicolor
+24,5.380438972089765,2.8468153766013926,1.2081573405533133,1.4331182238889606,Iris-setosa
+25,4.99705257939406,3.061071354607176,4.5252541564114726,1.6283118922496933,Iris-versicolor
+26,7.333027875651942,1.9671759184818263,5.512104808599918,2.2237295058682074,Iris-virginica
+27,6.758662412124161,3.1837089991583927,5.084176089987637,1.6155340045537712,Iris-versicolor
+28,6.9583988093247795,3.2926364818247404,5.564192982117395,2.479836902996742,Iris-virginica
+29,6.308981153065854,3.1491396381021612,4.484008905952157,1.6538935303069917,Iris-virginica
+30,5.351917062365714,3.329219850171784,1.7889038991066095,0.25369780712304607,Iris-setosa
+31,5.564189116727999,2.880193902490545,4.238239827411969,1.3794995790557498,Iris-versicolor
+32,7.194281570219098,2.904673261768425,5.484521338766548,2.18807121352307,Iris-virginica
+33,4.816908877805396,3.2159015592532527,1.5761710500829138,0.22707726951044344,Iris-setosa
+34,6.268428711552892,3.2191729497209143,4.973978395032376,1.5942226766769205,Iris-versicolor
+35,6.238897242237809,3.0772444655080453,4.050159844097595,1.4982342614442332,Iris-versicolor
+36,6.404137174347718,2.615234566618405,4.665303366180155,1.5739125781627328,Iris-versicolor
+37,5.211040541040484,3.925131462321253,1.6272990036116346,0.222622045812148,Iris-setosa
+38,5.169479966907166,3.6505096474612344,1.510277498154413,0.1553806402543499,Iris-setosa
+39,5.231051744580309,3.2307141568582023,5.173424337615168,2.1358755567706442,Iris-virginica
+40,5.270908970630172,2.397539729594704,4.134731304533722,1.4195702499251106,Iris-versicolor
+41,7.089906278374048,2.73677571080282,5.722266508921876,2.170359082088412,Iris-virginica
+42,5.238943883717715,2.9536401236061667,3.768633727932868,1.1746262025593612,Iris-versicolor
+43,6.257165319025288,2.718894301891568,4.225099086360496,1.348411956254054,Iris-versicolor
+44,7.85006150471071,2.720074224803189,6.46999291338995,2.1964164342450245,Iris-virginica
+45,5.875521449629168,2.7156776321513942,4.234745428809031,1.437290600964856,Iris-versicolor
+46,6.06807990995136,3.111797562218271,4.443049523813808,1.6256900213332528,Iris-versicolor
+47,6.7338605599699815,2.266654650260893,5.668052208370181,1.5373848794908829,Iris-virginica
+48,4.196381628829367,3.0468824966514365,1.4828025507901395,0.1242303594550716,Iris-setosa
+49,5.210581342516798,2.3437653665482463,4.044534462798834,1.6273504982712441,Iris-versicolor
+50,6.1570298369722956,2.906011176173374,5.226695270796569,2.110258117588721,Iris-virginica
+51,5.728367489363357,2.7892026807998582,4.876499179836196,1.2044611142848605,Iris-versicolor
+52,4.841019327660416,3.8107247384324823,1.65301790542376,0.3360119110289043,Iris-setosa
+53,6.334682426519282,3.194762171023836,4.373779134607551,1.5512724169883485,Iris-versicolor
+54,4.810862895744403,3.516817989202971,1.4856659641831698,0.17705115392840842,Iris-setosa
+55,5.281062558765131,3.049057930164726,4.126680365734429,1.4053653697640403,Iris-versicolor
+56,5.198144582158555,3.149742571914149,1.5162114007554208,0.3118587474302297,Iris-setosa
+57,6.404162573511204,3.431615072785106,5.461046711487477,2.2248351168560827,Iris-virginica
+58,5.648321101896162,2.842120102694484,4.776896126594549,1.3801956334938614,Iris-versicolor
+59,6.653603607593517,3.3433057288250265,5.4236783414617005,2.468918792034679,Iris-virginica
+60,6.984411486737998,3.060061622210675,6.304769434304678,2.2434529722957652,Iris-virginica
+61,5.874141672223292,2.9754929088250672,4.448633634008346,1.5635848188686927,Iris-versicolor
+62,4.76043184234513,3.6146745524015627,1.5122197719203951,0.2177894872253633,Iris-setosa
+63,4.980920220096877,3.506864902633598,1.4145128910419729,0.14802513566696712,Iris-setosa
+64,5.851200198254536,3.2933459246405583,4.798805450981766,1.5824024275179471,Iris-versicolor
+65,5.319140240389293,3.3407886223601917,1.787734254365193,0.2090286466805569,Iris-setosa
+66,6.485730738806313,3.0865819231548977,5.095369574036535,2.1455712002310157,Iris-virginica
+67,5.0641142941299195,4.109922678679177,1.4388560428832193,0.17037131312757148,Iris-setosa
+68,6.188354598335385,3.048844004904164,4.5930172165228065,1.4873166748950204,Iris-versicolor
+69,5.708373580373896,2.359263318137964,4.699665209269838,1.6197738895562392,Iris-versicolor
+70,5.056661686106449,2.9160270582352164,1.577134410087931,0.28413036781164286,Iris-setosa
+71,5.284965596059716,3.3705421713178128,1.781941361159494,0.5457169829673778,Iris-setosa
+72,6.930147521112881,2.6583219999302576,4.769405563806336,1.2946489339675185,Iris-versicolor
+73,6.352899400592767,2.437850575551548,5.254044548549514,1.62218831202255,Iris-virginica
+74,4.890872030735027,3.293384111900776,1.6676257020117282,0.2763236011650587,Iris-setosa
+75,6.6634864526336495,3.692673740027896,6.108430760167257,2.470238710498741,Iris-virginica
+76,6.818347999251189,2.8901177381827607,5.402495786323042,2.026154846679888,Iris-virginica
+77,6.559863987830953,2.8856627738085123,5.533123164464213,1.6713762249746869,Iris-virginica
+78,4.875285503686683,2.546381718557471,3.9920060837015487,1.1928141788483209,Iris-versicolor
+79,5.8804576742140915,3.020213150188123,4.491880888419462,1.3791473918153492,Iris-versicolor
+80,5.272047189832353,2.7910162224043535,4.654525207530531,1.3839637639124707,Iris-versicolor
+81,6.543442199530066,2.7222718860153656,5.425713630891266,1.9301177634430877,Iris-virginica
+82,5.159739192224679,3.318834573895046,4.522474603738613,1.508755861510045,Iris-setosa
+83,5.267409656665278,2.5506796226171176,4.423559438117611,1.3869610600128013,Iris-versicolor
+84,6.375314561259994,3.1131561225372932,4.989367641084159,2.112482100965435,Iris-virginica
+85,6.043354229141487,3.059368212197292,5.176665286070485,2.0868374398485336,Iris-virginica
+86,5.479678046508179,2.8491199299024403,4.414417430485042,1.3896222662008333,Iris-versicolor
+87,5.696702502400057,3.1329599920936677,4.677362131046339,1.6737784081124083,Iris-virginica
+88,4.632044489953412,3.3241738400351752,1.4604088539054927,0.18665414506543204,Iris-setosa
+89,6.239788571963276,3.0745736678667623,5.247359585511111,1.8671492883690566,Iris-virginica
+90,6.778756284035282,3.1023631782507124,4.304766877610198,1.2528154714483835,Iris-versicolor
+91,5.1617019618803,3.9732925963144323,1.6173786024239598,0.28819286195608235,Iris-setosa
+92,6.587860442764244,3.112832217704694,5.059275055189376,1.4195635697227467,Iris-virginica
+93,6.706041740802874,3.07941763923427,4.78152569570682,1.619781545631127,Iris-versicolor
+94,6.348387417816834,2.812538263523555,4.600689772413322,1.7914400533586008,Iris-virginica
+95,6.245587674307829,3.039895107259437,4.727088961124292,1.582459944857097,Iris-versicolor
+96,6.548701167641866,2.444368241984817,4.124685345210237,1.2348988635646199,Iris-versicolor
+97,4.601210539121567,3.0364566187721143,1.2929639041763041,0.15759451271274308,Iris-setosa
+98,6.126773845578959,2.6039590033077773,5.14523129242916,1.9076782896507476,Iris-virginica
+99,6.407384400747994,2.673675442563391,5.947190464754166,2.0601832428749876,Iris-virginica
+100,6.15607420654199,3.1818125178078147,5.3928698300086255,2.212622681375824,Iris-virginica
+101,6.7282916690941414,2.9746785983504105,5.327463270887589,2.3033910746857176,Iris-virginica
+102,6.966085222615146,2.8502155430939977,5.449031272531434,2.323271442380417,Iris-virginica
+103,6.569166227622528,3.2655382854745807,5.561059981683432,2.5670163045898686,Iris-virginica
+104,6.2098071466175915,3.0025868291271283,4.755417145563781,1.5150826144691236,Iris-versicolor
+105,6.96840880750175,2.7270765226451616,5.944555362258276,1.784769076523694,Iris-virginica
+106,6.548877152078712,3.2607288054044403,4.566534324748856,1.381762551699274,Iris-versicolor
+107,5.023051620907371,3.833613138170736,1.926675805678192,0.43326774609457364,Iris-setosa
+108,7.255085351806297,3.0443050103289444,5.977307362727075,2.1877300789910086,Iris-virginica
+109,7.3950870300887575,2.6362548470182827,6.148693089273746,1.978664655991914,Iris-virginica
+110,6.961070090341748,2.7877109369685997,6.057305541422739,2.2751040084850835,Iris-virginica
+111,5.376613915836557,2.913285172823538,4.541817855754356,1.2361280445885,Iris-versicolor
+112,5.778277608912926,2.2762411736044466,4.453548085194008,1.4203080526731267,Iris-versicolor
+113,4.726273262268631,3.456005410898351,1.7386524065822444,0.5197492164019831,Iris-setosa
+114,6.076861331082296,3.2050285483574155,4.007397613548922,1.1968292727830312,Iris-versicolor
+115,5.036037648518681,3.0389538527390867,1.4228819363286556,0.13147575061357925,Iris-setosa
+116,5.055954117454839,2.7604158354353086,5.2067900436555155,1.8594026347425576,Iris-virginica
+117,6.302157936899421,2.693558119880381,4.794936645867203,1.2895259254809992,Iris-versicolor
+118,6.680911955339512,2.8527126918350523,5.249629143538858,2.1094950943874045,Iris-virginica
+119,7.056878256913734,2.812323569702822,4.636233502701444,1.6335266309266185,Iris-versicolor

iris/tvae/0/14/test.csv

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

iris/tvae/0/14/train.csv

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

iris/tvae/0/14/val.csv

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

iris/tvae/0/15/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.834083878039441,3.267353699494897,5.3235291016365744,1.8540756390990099,Iris-virginica
+1,5.993639998088264,2.516057704474519,3.8695464823062897,1.2634200399885382,Iris-versicolor
+2,6.281447918278867,3.0289465682215075,4.62304522669151,1.6063602904636072,Iris-versicolor
+3,5.646775806791367,2.502084194476779,4.004999502783395,1.1897502161018871,Iris-versicolor
+4,6.867499365223579,2.802518700567025,5.167887783353348,1.6946503649586475,Iris-virginica
+5,4.86352676267238,3.5887762983015543,1.615251171706986,0.2456853410785351,Iris-setosa
+6,5.810168370668537,2.717189393045568,4.349055305391788,1.0485128676284914,Iris-versicolor
+7,6.037294136286734,3.001481231008068,4.610206557880817,1.2565720944691057,Iris-versicolor
+8,6.37430904762821,3.1316964158278324,5.307979798175105,2.0561136333252756,Iris-virginica
+9,4.92306384680808,3.3901017299003398,1.2400446324337255,0.24262744821600835,Iris-setosa
+10,6.419570656296574,3.0101663315709657,4.49939886998203,1.900345718660082,Iris-virginica
+11,6.670553691442812,2.4617991477348875,4.807535687537506,1.4913592663159163,Iris-versicolor
+12,5.118685945480357,3.364977141850842,1.394161192548756,0.382410198350735,Iris-setosa
+13,5.5009581917531705,3.3288465931373823,5.298486720680048,2.163580025314718,Iris-virginica
+14,4.933869855122603,3.7443560870363894,1.7189761656347504,0.2631283503568472,Iris-setosa
+15,7.790303891696568,2.800626146681435,6.7044926170030354,2.358271252944288,Iris-virginica
+16,6.824974935477674,3.3419802611054963,5.891898940590689,2.659844952336318,Iris-virginica
+17,6.754966702738353,3.000983276321405,4.623969943881651,1.6820401527517717,Iris-versicolor
+18,6.124919594725657,3.3034868709911835,5.5088445851759795,1.8720481862342373,Iris-setosa
+19,5.798817962438502,2.8055006634694712,4.298045632692205,1.136080904314596,Iris-versicolor
+20,5.876019463733175,3.149090821897484,1.4734909469525588,0.3744257612689284,Iris-setosa
+21,4.921316049907708,3.100199273738761,1.2646434686332653,1.472250377250369,Iris-setosa
+22,4.912987048338914,3.503889373720578,1.4235227045108816,0.18354692467136324,Iris-setosa
+23,4.451000262978376,3.2404683075040244,1.441398071699181,0.37849474322725946,Iris-setosa
+24,6.1987310622217215,3.0769417629245073,5.121106125634526,1.1045560547526865,Iris-versicolor
+25,5.73584866434594,3.017848781705549,4.6943300541798285,1.5369109410479127,Iris-versicolor
+26,5.004712065570175,3.2368085531466626,1.5528436054310701,0.29129308247952684,Iris-setosa
+27,5.539758266343313,3.711761889999123,1.717754767445482,0.1871677067798206,Iris-setosa
+28,6.491013053026246,3.0537161924457177,4.786467107762237,1.5372092193300682,Iris-versicolor
+29,5.540911920692987,3.69546810964037,1.3059923154684048,0.1569667252618734,Iris-setosa
+30,5.7582342984747,2.4500044279821434,4.596057027547511,1.547464562839235,Iris-virginica
+31,5.365626659068062,3.764804046431993,1.9753775055831542,0.18815814621251364,Iris-setosa
+32,4.553634457630543,3.5596041089073687,1.4435444458046351,0.14779066463581114,Iris-setosa
+33,4.90630127549055,2.971253563697457,4.346586368771088,1.4596658203558293,Iris-versicolor
+34,6.348633100676096,3.1597478241015877,4.917667338248274,1.3426082195854796,Iris-versicolor
+35,6.675288401866413,3.242023404751962,5.27205037947652,2.317151812164657,Iris-virginica
+36,5.7718999900710815,3.2437727810212076,1.3749281934575168,0.15893247904726895,Iris-setosa
+37,5.189346962942705,2.3499605108287627,3.419880950035596,0.9891707309102613,Iris-versicolor
+38,4.869411089598582,3.478533035486007,1.6867339323896724,0.3668608809776,Iris-setosa
+39,5.372783568793943,3.2344360677951163,1.4901302998227441,0.34050933661203264,Iris-setosa
+40,6.445355814817569,2.879740728619906,4.1411126205615645,1.4805142138768397,Iris-versicolor
+41,6.906668467244373,3.3329203406623407,6.363613044577855,2.4522133122390444,Iris-virginica
+42,5.924979777974975,2.0709860130835818,3.262481437425146,1.2574572772954902,Iris-versicolor
+43,5.6203636135872586,2.2580059578631038,4.6346539424228865,1.0935094096475393,Iris-versicolor
+44,5.2902734162651175,2.318009244359485,4.11189552118605,1.502595024070241,Iris-versicolor
+45,7.468441193044761,3.0525181061312185,5.204061750734375,2.2288241669754805,Iris-virginica
+46,5.055336146352399,3.388428761306051,1.5840679429516362,0.24975168393880356,Iris-setosa
+47,4.989938858477732,3.6958967471975392,1.6338444825350373,0.26714990784962994,Iris-setosa
+48,5.027920285224753,3.2616308785990933,1.635779577629515,0.39969340352046967,Iris-setosa
+49,6.1751653695793465,2.697890487176259,3.80992159694939,1.4845659673247371,Iris-versicolor
+50,8.345454044505878,3.151169921059408,6.64763205244296,2.2157844264955147,Iris-virginica
+51,4.582160264087804,3.229937974465964,1.3928336521674534,0.12744389137518775,Iris-setosa
+52,7.019553681212374,2.923575909728763,4.607111471575367,1.6654209162550495,Iris-versicolor
+53,6.471344007378697,2.787329510804503,5.414067205687879,1.9961070048005403,Iris-virginica
+54,5.337670606016987,3.9773798587366245,1.6669135289581083,0.42953432383199963,Iris-setosa
+55,5.3594277113756315,3.3140760717844495,1.5377379446129293,0.15031343508461797,Iris-setosa
+56,5.3457733207883145,2.4364473420817854,4.120581113407939,1.0943191826042271,Iris-versicolor
+57,4.981175307768095,3.3575881394674467,1.3277714170389294,0.20358378540932942,Iris-setosa
+58,6.99483217583923,2.6739859931491994,4.605047679067351,1.7318692565994969,Iris-virginica
+59,6.312342879371581,2.81648272082834,4.443824154399155,1.0247760604621345,Iris-versicolor
+60,6.535508587235723,2.886240829168795,4.899493475473483,1.6206550723225248,Iris-versicolor
+61,4.758623519151641,3.740497083506048,1.688821692625722,0.2755474623561226,Iris-setosa
+62,5.335472088552779,3.387064563896287,1.3844741391071111,0.05451805311636537,Iris-setosa
+63,6.334530501562166,2.6153801223053605,5.411440248844609,1.8337179808319517,Iris-virginica
+64,5.029739634447937,3.8110043396251583,1.5594875559835994,0.3639454526710881,Iris-setosa
+65,6.260124280313374,2.9602296042774197,4.8567274441360295,1.4682663727958096,Iris-versicolor
+66,5.1956405810615065,2.6837230490704314,3.9377414931317185,1.3776216640552814,Iris-versicolor
+67,4.8113498721957635,3.4330579379497523,1.3038890225562914,0.2884591187317423,Iris-setosa
+68,6.116373364616725,2.253478367615067,4.764015588080137,1.2055104185399461,Iris-versicolor
+69,7.701257497069301,2.9558366986670004,6.065749289509899,2.33850764009326,Iris-virginica
+70,6.242590563477812,3.2392230600660947,4.493616398407487,1.7133532227915915,Iris-versicolor
+71,4.892732085334378,2.452677972920821,3.9733578879284726,1.3719643153756345,Iris-versicolor
+72,5.280270055573692,2.3749978923472734,3.9510310477237454,0.9244626415099069,Iris-versicolor
+73,5.061047927709379,3.2738172995971646,1.4127416528991101,0.31384185559097866,Iris-setosa
+74,5.114379057300291,3.0856094305402704,1.354847880034852,1.516596806715656,Iris-setosa
+75,6.3859718372275625,2.8347956685886526,5.59116938494185,2.3081299884917965,Iris-virginica
+76,5.238534794732139,2.2922008083450818,4.857700524929762,1.6017377743074321,Iris-versicolor
+77,6.199247730141589,3.3143145544305366,4.8233130822705625,1.7759894325927856,Iris-setosa
+78,6.5041506125866215,2.680873682930053,4.181801422498312,1.4068778916682954,Iris-versicolor
+79,7.153216777396895,2.890855383106418,5.756362477495947,1.9879861619126227,Iris-virginica
+80,6.149377693894192,3.1972882439938624,4.8102915979580505,1.6056945231866968,Iris-versicolor
+81,6.284484265822505,2.670454445375732,4.39375325417255,1.305321504078489,Iris-versicolor
+82,6.147718408242975,2.869157791755425,5.1335191150745025,1.7285574870506928,Iris-virginica
+83,6.818375063308124,3.106956020925828,5.773571661354312,2.3188913855035955,Iris-virginica
+84,5.222973990981944,3.24118751911633,4.767732151980599,1.4859360887509012,Iris-versicolor
+85,7.128051007963468,2.3445973389999804,5.205048375516973,1.8277958113340171,Iris-virginica
+86,5.442513430101954,2.745681941315641,3.7353722295005216,1.2145075013524298,Iris-versicolor
+87,6.120051825819297,2.8941552241436184,4.310412902881481,1.30101338383049,Iris-versicolor
+88,6.260641037220995,3.0884452205077797,4.704621662132892,1.3263778113377502,Iris-versicolor
+89,6.758446176325797,2.7702333731095137,5.32438018018566,2.1147874682420706,Iris-virginica
+90,6.524664793722135,2.698551375344513,5.24121189561541,1.9935544191882937,Iris-virginica
+91,5.762330979484463,2.8164621601589652,3.895041835321947,1.380471745592962,Iris-versicolor
+92,6.794973120979982,2.7981310412653655,5.181297163237468,1.5372357879420981,Iris-virginica
+93,6.195215907250256,3.222764367660794,5.017129733694122,2.3046065033067276,Iris-virginica
+94,6.656994605459792,2.687249587918977,4.627301623123413,1.6545026269519483,Iris-virginica
+95,6.656683743998491,3.1125677829652267,4.781620279859408,2.13045891236228,Iris-virginica
+96,6.515706639612005,3.099069357802554,5.468641235634218,2.0386384283952266,Iris-virginica
+97,6.487286968165539,3.0251444956999256,5.304797374451921,2.1239418118244124,Iris-virginica
+98,5.94891612277842,3.0922179625263584,4.751338813400898,1.4229254571275556,Iris-versicolor
+99,5.021427917912655,3.524683126870788,1.8530161646427883,0.5337178687624644,Iris-setosa
+100,5.477245131583801,3.0296891768559493,4.199749752084508,1.5630309406142113,Iris-versicolor
+101,6.227993290884092,3.149335953212409,4.899865638346535,1.8921032351896645,Iris-versicolor
+102,5.400823785839328,2.61660574143422,4.473979627501182,1.4126620963355452,Iris-versicolor
+103,5.342233375754172,3.474951966682483,1.4084310707988126,0.31131329448984113,Iris-setosa
+104,4.62178883981625,3.197964544446774,1.5593919125466287,0.18711716479473917,Iris-setosa
+105,6.928023059114015,2.7779565540132345,4.213496269167641,1.2670715148978164,Iris-versicolor
+106,5.100440207090253,3.3889480707730066,1.3600815942488256,1.146100689676187,Iris-setosa
+107,5.622430416909105,2.013486252153685,3.5714089512043814,0.9683816515673522,Iris-versicolor
+108,5.390666659640589,3.244642137359202,1.4647218950672196,0.25043236785745404,Iris-setosa
+109,6.804625389315563,2.8415081961290736,4.165698115755886,1.1025458288634264,Iris-versicolor
+110,6.577062525524533,3.0246917015776815,5.6466104250350915,2.104771296844113,Iris-virginica
+111,5.225797957308487,3.248882691920575,1.4250397125016698,0.2537916196006709,Iris-setosa
+112,7.525851285544723,3.0216974272506283,5.90859084612048,2.32070798837926,Iris-virginica
+113,5.764311147365908,3.1653846504533583,4.74905624874762,1.6409966709779389,Iris-versicolor
+114,5.414385596996801,1.9750650244209231,4.030599154773049,0.8300610992660659,Iris-versicolor
+115,4.672775147200128,3.3130014489650117,1.1247164852646985,0.18914403442426625,Iris-setosa
+116,6.474583190881046,2.4761016308330004,5.806989503196927,1.9375278867613108,Iris-virginica
+117,6.8643100518766715,3.187483067395924,5.269744884710427,1.7949854265874698,Iris-virginica
+118,5.480324587738185,3.841438654995849,1.5091714006478212,0.3106799054207925,Iris-setosa
+119,7.311563762611094,2.879473170041995,5.97349429278775,2.1556923423669283,Iris-virginica

iris/tvae/0/15/test.csv

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

iris/tvae/0/15/train.csv

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

iris/tvae/0/15/val.csv

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

iris/tvae/0/16/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.23067323522592,3.3464158139609617,1.7248727847618062,0.5770796793993707,Iris-virginica
+1,5.7194039929650575,3.115602920248458,4.558980370853039,1.2333003206218296,Iris-versicolor
+2,6.365457868779022,2.7989741387185885,4.224369530161486,1.227027449713004,Iris-versicolor
+3,4.424232460252231,3.093302192985442,1.3401162038351349,0.06481931084720702,Iris-setosa
+4,5.882622674000314,2.5528365378142617,3.9099722421717624,1.3771500837486146,Iris-versicolor
+5,5.764651717893761,2.8400623410594137,4.461765636112257,1.329107911362369,Iris-versicolor
+6,5.9699509250039835,3.314149898475198,4.808025557811478,1.5426857224883939,Iris-versicolor
+7,6.617290391667572,3.2966594223212047,4.462142812353891,1.4461683343008667,Iris-versicolor
+8,4.872268745003343,3.381583445401478,1.4937750596991166,0.34549872943582666,Iris-setosa
+9,6.415560984982712,2.889290248507256,4.516014252157025,1.71003569338542,Iris-versicolor
+10,4.724750702885303,3.485103738207724,1.4029481132566137,0.13730244948263548,Iris-setosa
+11,5.329835652346553,2.416188064191622,4.366274594920365,1.3174656494622918,Iris-versicolor
+12,6.612900171678016,2.9422728407713734,5.690739197529833,2.248109889048364,Iris-virginica
+13,5.338071044196521,3.415251711172127,1.6582409557488715,0.3201614985877176,Iris-setosa
+14,4.806740761045374,3.3158823517470997,1.766666446252731,0.49363191565280806,Iris-setosa
+15,5.117698272874664,3.498036839982243,1.3433990510716136,0.19261302012722425,Iris-setosa
+16,4.615972239333604,3.5142576553013694,1.58782807885684,0.2864744427141362,Iris-setosa
+17,4.823756812823851,3.102238212472641,1.5155159632401465,0.36691736939066105,Iris-setosa
+18,5.372652883065619,2.6216016069121366,5.061009777399058,1.8061240149233406,Iris-virginica
+19,6.988544198208434,2.5767301884164024,4.614567567105652,1.4468040370243798,Iris-versicolor
+20,5.253635615665205,2.4922190854473723,4.0129940527091215,1.2327297596800468,Iris-versicolor
+21,6.033173341568139,3.0107758061987346,4.506142114807007,1.501940995336702,Iris-versicolor
+22,5.226073625966957,3.4364966091853497,1.377057799968107,0.3687796028495216,Iris-setosa
+23,5.768349478919576,3.293171675093274,1.2244912001802404,0.11711405566208297,Iris-setosa
+24,5.231809721537915,3.083359495259197,1.2582769476321432,1.7203737514870614,Iris-setosa
+25,5.8653356406902315,4.205052996345024,1.7389167787605326,0.17759724336026134,Iris-setosa
+26,4.835939522774637,3.2704046719115767,1.645453244249049,0.2509668039488662,Iris-setosa
+27,4.868053528477084,2.2073643958266227,3.5065342836905034,1.068788872861795,Iris-versicolor
+28,6.730543397022529,3.073310483270393,5.259134844922208,2.220458287338049,Iris-virginica
+29,7.341979508491384,3.0693030571507687,6.145096433797882,2.083293958928573,Iris-virginica
+30,4.804782832054389,3.2995846377367575,1.7781861365631135,0.40825580420605295,Iris-setosa
+31,5.38689096029297,3.2262951314398087,4.469429384503257,1.582618048937345,Iris-versicolor
+32,5.463521381156241,3.030345366543688,1.4719128175704161,1.2576746804938002,Iris-setosa
+33,6.6587798063928245,2.8564458954123744,4.910496835591732,1.752399789238279,Iris-versicolor
+34,7.3178330982644715,2.750112103798769,5.361772085977773,1.9893305451203018,Iris-virginica
+35,5.046386911903086,3.2353720320119432,1.498236957904714,0.24870714491182527,Iris-setosa
+36,6.721772745100811,3.1050965110414053,5.594855599629037,1.9956199376604187,Iris-virginica
+37,6.051451769112043,3.082785698302014,4.705533165046412,1.558398790533435,Iris-versicolor
+38,4.61458269335446,3.312341338905707,1.2805211919095416,0.20115191262099621,Iris-setosa
+39,5.193321996460708,3.09641148737239,4.5287895004029854,1.2753967917518572,Iris-versicolor
+40,6.26265063599292,2.8566814205232296,5.259807946861273,1.6358141946741136,Iris-versicolor
+41,4.950586792931173,3.399045251313275,1.417924126659182,0.23015932564859137,Iris-setosa
+42,5.552644240616143,2.360115380431896,3.464508865872313,1.0852929651002476,Iris-versicolor
+43,6.450973873050135,3.2723738943206953,4.679034628598411,1.4077444970673794,Iris-versicolor
+44,7.165758035698068,2.697780275477716,5.953077822502001,2.088816357753326,Iris-virginica
+45,5.695615959035576,3.141946180361554,4.495683014355783,1.2605539352996638,Iris-versicolor
+46,5.018815307509983,3.6633984506652215,1.4939192801426162,0.19224865052895082,Iris-setosa
+47,4.931039283493925,3.30994620123236,1.5346621958572708,0.4108802477291241,Iris-setosa
+48,5.300019191584232,3.3146837156557245,1.5555663254123986,0.38244578375828214,Iris-setosa
+49,6.483357751265497,3.1639740020993643,4.949842057787674,2.2611847889589165,Iris-virginica
+50,6.003319134484191,2.9740240015409696,4.607360372734969,1.3917149628630507,Iris-versicolor
+51,5.166600306689336,3.1929985060745016,1.3453960204466942,0.27871632618255576,Iris-setosa
+52,4.783363583452214,3.270787368479697,1.2762715999618237,0.2317679376161787,Iris-setosa
+53,5.11531159412492,3.0470885028097783,5.075034014135067,1.6183490874884991,Iris-versicolor
+54,5.261670546011123,3.4488667800214103,1.643149738399019,0.3460386966128461,Iris-setosa
+55,4.983734349050243,3.230390705127007,1.439710222505456,0.19185036236626357,Iris-setosa
+56,6.176992608376082,2.687343184286628,4.290669441709669,1.1787603113800433,Iris-versicolor
+57,6.874352050305376,2.6538226262165905,5.460023360840049,2.030231449213755,Iris-virginica
+58,6.705535728790986,3.0923291232931382,5.799394831814805,2.2988909503452466,Iris-virginica
+59,6.142715485478059,2.8669523924061466,4.326065045913948,1.3193143112338004,Iris-versicolor
+60,6.6068998461824435,2.794082879821278,5.952783279848161,1.8923372868779893,Iris-virginica
+61,5.884066407526499,3.259215754949746,4.608678331570276,1.6257301202274093,Iris-versicolor
+62,4.964476004828485,3.5163513199857728,1.5435764826905967,0.19418664374842964,Iris-setosa
+63,5.196954236050589,2.570013056714834,3.963785847669005,1.5024535953997837,Iris-versicolor
+64,6.780241625889197,2.442626923611571,5.582387916381807,1.7246397343395292,Iris-virginica
+65,5.074523176635139,3.5430404321698847,1.5048381449199442,0.3473497396013017,Iris-setosa
+66,4.690900575519137,3.578751439261092,1.7604809913085753,0.4705515339026205,Iris-setosa
+67,5.805739748861961,2.809311877817134,3.3562825202429396,0.818481259934999,Iris-versicolor
+68,6.939787194599653,2.8495008402220225,5.531264939540289,1.922540059990038,Iris-virginica
+69,6.600853591904011,2.635684582083819,4.552854899693275,1.6011848960664758,Iris-virginica
+70,5.102843000741834,3.4433505796882042,1.6869760052949963,0.34746954183549117,Iris-setosa
+71,4.81593292276507,3.5017855472047636,1.3896292088503321,0.2811241952456689,Iris-setosa
+72,4.909168374819825,3.2394746490728936,1.3018843464176435,0.17213488029353605,Iris-setosa
+73,4.803128265486106,3.1060834133448108,1.5759923997283898,0.3229568209800567,Iris-setosa
+74,4.687354854581107,3.484200113154948,1.3491028541392098,0.17179920528291465,Iris-setosa
+75,6.643358164462513,2.8616174977359288,4.978344156914735,1.482546658158434,Iris-versicolor
+76,6.58412393226853,3.0068408234110975,4.7242069377272715,1.6241036663911346,Iris-virginica
+77,5.1929409310581365,3.533715855261184,1.9753687458379947,0.5694532547290204,Iris-setosa
+78,6.203279930915012,2.9758495976767523,4.622396518593164,1.4514100560066034,Iris-versicolor
+79,5.082298358896252,3.9449758475693586,1.7152304686604611,0.21478648498645514,Iris-setosa
+80,6.032724797665642,3.1373835041237466,4.505634173627724,1.4827743629307866,Iris-versicolor
+81,6.34531459139143,2.924455449443947,4.303174452686665,1.4740774687222657,Iris-versicolor
+82,5.035792609069016,3.328500683306137,1.4847625133666138,0.38914691226739917,Iris-setosa
+83,5.168036668833409,2.9563226506220137,1.3481428445159005,0.15558313470908441,Iris-setosa
+84,4.825288217475215,3.268755459051454,1.4485198972463236,0.237329941064346,Iris-setosa
+85,6.409586471033315,3.16409684403655,5.34247084510661,2.1398045605377316,Iris-virginica
+86,5.868715777316367,3.283973537984229,4.650792466347242,1.634589326664746,Iris-versicolor
+87,6.18148614595944,3.1667583395087533,4.323843448617443,1.5665541708612247,Iris-versicolor
+88,7.393590069912255,2.6460639110241315,6.772432116124971,2.1631310168109925,Iris-virginica
+89,5.968774427420392,2.423934318337789,4.886023212356784,1.8021038799466218,Iris-virginica
+90,5.9979497736376866,2.5047116380434016,3.674170436032896,1.2369817876431806,Iris-versicolor
+91,6.09048434129661,2.6841400625628524,4.293926675862383,1.55936999934024,Iris-versicolor
+92,6.337908790811387,3.027663776330054,5.2294273769461945,2.0071983389547037,Iris-virginica
+93,6.71694211804334,3.2162235421276915,5.0563969341895705,2.030507317055109,Iris-virginica
+94,5.252686354834098,3.164787125903637,1.4377595101247238,0.1601562721806836,Iris-setosa
+95,5.194874552229371,4.045194393096575,1.4283986228370045,0.414757728492529,Iris-setosa
+96,7.392289098550575,2.851668504981997,4.740904981044024,1.5160454435786295,Iris-virginica
+97,4.852061086677208,3.013121807406876,1.6159377415584775,0.15730549646482886,Iris-setosa
+98,5.211053142019244,3.1163831517606706,1.4492116706138176,0.2421894131332802,Iris-setosa
+99,6.45827737822788,3.063306560060653,5.825304302645348,1.9314446523921402,Iris-virginica
+100,4.933836102269678,3.8920213410872586,1.7988749169410674,0.3587615705948136,Iris-setosa
+101,6.838610928076577,2.958848557581036,5.2397781767628615,1.935541696960465,Iris-virginica
+102,4.889082639961725,3.2212683048601014,1.232013896263801,0.1697254596604203,Iris-setosa
+103,7.1392872165909615,2.7572746384428526,5.910282939452435,2.124589759274872,Iris-virginica
+104,5.296727176676216,3.106212103579336,4.748339102209956,1.7953779755450405,Iris-versicolor
+105,7.0641451489044345,3.4327104115378466,5.617061954111536,2.251343770224868,Iris-virginica
+106,5.559210758304318,3.0417949360560534,1.6305081896195481,2.0521413469233263,Iris-virginica
+107,6.252256301751528,2.783403611047939,5.340479690895857,1.650494438349063,Iris-versicolor
+108,5.047908992710941,3.1029347424075957,1.2256433112867382,0.26379941158714026,Iris-setosa
+109,6.260872792330958,2.709540301277087,5.148798098946606,2.032355165554292,Iris-virginica
+110,6.597085581632348,2.939764692169371,4.337041995705361,1.6725801632748225,Iris-versicolor
+111,4.875870409826274,3.5679690397086024,1.7609290702044367,0.3351554757003623,Iris-setosa
+112,5.548701182721923,2.631068291418269,4.151206429502971,1.375003912231181,Iris-versicolor
+113,4.3745804260898,3.4170189377430056,1.5379329950584935,0.056398718431304645,Iris-setosa
+114,6.504782610183052,2.8033673142014357,4.591769337399161,1.2369989661680156,Iris-versicolor
+115,4.858807158041941,3.5398654242445855,1.295326658064735,0.1995165510415794,Iris-setosa
+116,6.557939921914699,2.5836013731019842,4.109531617475051,1.2864810317389517,Iris-versicolor
+117,6.136988572340884,3.0773394249036605,4.79424647096598,1.5461063762608918,Iris-versicolor
+118,6.264047748259294,2.8368711762838137,4.736393026226902,1.6112272344374285,Iris-versicolor
+119,6.572839688672165,2.717754868840086,4.623821968051582,1.3316785734510832,Iris-versicolor

iris/tvae/0/16/test.csv

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

iris/tvae/0/16/train.csv

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

iris/tvae/0/16/val.csv

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

iris/tvae/0/17/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.683455151550046,2.8122344603304428,5.982404202398375,2.2712969966311833,Iris-virginica
+1,5.154601610464966,3.137253690434645,5.111904806054789,2.1694414080099813,Iris-virginica
+2,4.822489754462625,2.352191290226411,2.9597626537856065,0.919408523907786,Iris-versicolor
+3,6.110171076871454,2.5295330677553007,3.8523477723757122,0.9051999192564256,Iris-versicolor
+4,4.837957841328612,3.0570379616682217,1.5006666631510737,0.3178646848420016,Iris-setosa
+5,4.804659289109438,3.127418429922102,1.362378214249501,0.19176411256350337,Iris-setosa
+6,6.535400884353608,2.944462899184698,4.510885124680406,1.1384019757752561,Iris-versicolor
+7,5.115578939881811,3.5480566236712057,1.5645784146178678,0.14869420517274604,Iris-setosa
+8,7.334321244639192,2.64316027237647,5.74775017644788,1.9568861410232725,Iris-virginica
+9,5.1380085632995804,3.673493523553531,1.4306745609957854,0.4395450895074833,Iris-setosa
+10,6.775894536080419,3.1359534797867474,5.193432026011968,1.8399354668022054,Iris-virginica
+11,5.0304797489369815,2.8284484620747117,4.126863092203949,1.3713323375301592,Iris-setosa
+12,6.929645376001504,3.211528747230214,6.466845495936138,2.4023242787929266,Iris-virginica
+13,4.848010646943848,3.0391499961423785,1.3612652135076213,0.15365000134623386,Iris-setosa
+14,7.50777749419238,3.0589558845868954,6.043394701305576,2.2767445058763034,Iris-virginica
+15,5.550213456465345,3.136471442083694,4.41257387293164,1.5137924308227069,Iris-versicolor
+16,5.488228560054803,3.1679207787433317,1.4868091776938681,1.6388924961195825,Iris-setosa
+17,5.118061751379941,3.2218599911159362,4.79351874747491,0.5455957941107399,Iris-virginica
+18,4.78265084142082,3.5243573330685884,1.6632953425507324,0.4155083270532324,Iris-setosa
+19,6.801982051856978,2.701275513736724,5.837832539192745,2.072937932851059,Iris-virginica
+20,6.3447118866239,2.8233097113572843,4.934822788415197,1.9536845569196477,Iris-virginica
+21,4.991182468745139,3.3657420001396074,1.4298167624277265,0.19640976175271063,Iris-setosa
+22,6.1935275179978175,2.175018947829174,4.868123736712689,1.6930180946152866,Iris-versicolor
+23,5.218610386164891,2.3695522481946827,3.6062225360903146,0.9377580867366886,Iris-versicolor
+24,5.714566988610972,3.1427219625512133,4.751891038556245,1.7834753485922925,Iris-versicolor
+25,4.765712797336314,3.2320789540921804,1.4599646391495902,0.2495671886136102,Iris-setosa
+26,5.330366768837397,4.03042491280382,1.4732710081037608,0.2067827120031802,Iris-setosa
+27,5.28782098053835,3.102918448206609,4.844208433550951,1.4669338975416653,Iris-versicolor
+28,6.231005262716676,2.767588922915209,5.107879893439294,1.5069494746515628,Iris-versicolor
+29,4.776001146910309,3.2931772521855667,1.3240936844833398,0.17390082819020192,Iris-setosa
+30,5.045418120381183,3.784646238726663,1.7112197410104975,0.3553072047143982,Iris-setosa
+31,6.478083729167552,2.5646266680494083,5.625754947550188,1.9818816238597368,Iris-virginica
+32,6.9461505087610345,3.216072630795774,5.8557169958873105,2.3205796473275155,Iris-virginica
+33,5.38488141963683,2.594196592970131,4.39419413440432,1.2825813735790936,Iris-versicolor
+34,5.396244149470659,3.00237762004805,4.7228295152684945,1.4926096698303652,Iris-versicolor
+35,5.88708098240266,2.6158537603538035,3.5452627260222895,1.2249761083551298,Iris-versicolor
+36,6.93482208941311,3.1188500119631213,5.331012681808389,2.0586843534520045,Iris-virginica
+37,4.7487304071015055,3.3301641527058017,1.4993394158900981,0.20105289164114465,Iris-setosa
+38,4.926852514659739,3.3924276121470665,1.4990684624670654,0.3142865316437302,Iris-setosa
+39,5.568365990013759,3.286682278571832,4.442374829898511,1.3141711931474307,Iris-versicolor
+40,6.0333507062700775,2.460382464807314,5.314713919046934,1.9724243927717224,Iris-virginica
+41,8.06716913650389,3.0906007022582633,5.692192404270831,2.215742453312333,Iris-virginica
+42,6.308590010115346,2.841061591024793,4.467091082120462,1.4415672147848015,Iris-virginica
+43,6.073095833768378,3.0278363215708,4.916819962808416,2.008064728714894,Iris-virginica
+44,6.339282292735716,3.17154066283761,4.695689026913595,1.7962934636714845,Iris-versicolor
+45,6.2495560979892915,2.8998259891822604,4.75295158567542,1.6595444349558062,Iris-virginica
+46,6.748170674541402,2.7084401873826867,5.521198373883376,1.7915688332412631,Iris-virginica
+47,6.33936924429901,2.4923178510323427,4.633462022526117,1.5498799714264144,Iris-versicolor
+48,6.4767590776925,2.8608352402727335,4.883415524274625,1.8886074711090175,Iris-virginica
+49,5.534748092099967,3.1551451663074843,4.301064305956258,1.4595420863642592,Iris-versicolor
+50,6.554995416258203,3.0816763533078197,4.84995062746433,2.1782417859435803,Iris-virginica
+51,6.182615679485983,2.784369204686241,5.4904338312782315,1.8054615659183881,Iris-virginica
+52,4.889373301486188,3.04630033557035,1.1665430960482228,0.15070890726429395,Iris-setosa
+53,4.891905889619265,3.876650934140114,1.6901193092192037,0.3451931882682683,Iris-setosa
+54,5.242834017439047,2.6774258991695588,4.047560376566485,1.5977463521783712,Iris-versicolor
+55,5.51135541663269,3.6365020010053892,1.6301347484330369,0.2365322032107622,Iris-setosa
+56,4.856387256759565,3.5425372615825426,1.4755716077842604,0.21330547789291177,Iris-setosa
+57,6.765584714334992,2.4695936449383216,4.4039034475803795,1.530605023174398,Iris-versicolor
+58,5.85415780284902,2.5669079689100007,3.2709658453732025,0.9931199240576356,Iris-versicolor
+59,5.307050674711199,3.1813489478027703,5.269433346358846,2.153452806245752,Iris-virginica
+60,5.19014194309305,3.0094444280448833,4.940204439220197,1.7350212788336041,Iris-versicolor
+61,7.286024962698022,2.820467121366472,5.739463331026039,2.169259571163296,Iris-virginica
+62,4.5419011952967585,3.6992780371929284,1.4575866030157578,0.22943497315806044,Iris-setosa
+63,4.724378249319407,3.9943621049894693,1.639152772983331,0.5648060516076443,Iris-setosa
+64,4.860775255729641,2.3730264909116987,3.6032599772537415,1.0760785133367785,Iris-versicolor
+65,6.444125746096315,2.88161415328903,4.701261217372945,1.401311587827283,Iris-versicolor
+66,5.05706386655534,3.418393793528473,1.5442388445422666,0.36836013970533654,Iris-setosa
+67,4.741041145052334,3.3703741845178685,1.4986437617061839,0.24923017472397094,Iris-setosa
+68,5.5365151313710665,3.838275270863503,1.5567274724280569,0.444809354101932,Iris-setosa
+69,4.78572529273354,3.501558315155788,1.5404921072302595,0.1211427491910115,Iris-setosa
+70,6.189548894238121,2.7682093111914368,5.5081442364147115,1.8410175869326468,Iris-virginica
+71,6.094710264766719,3.2895143568880814,1.7343366415598056,1.8019852461781194,Iris-setosa
+72,7.150835387152533,3.066707897555794,5.920343187639828,2.1695645447507315,Iris-virginica
+73,5.785210204357513,3.3989200281863394,1.7612769005937143,0.38075729105741263,Iris-setosa
+74,6.527798764695538,3.107729365829289,4.926407713505714,1.7380748330333777,Iris-versicolor
+75,6.736417729513266,3.220865024340328,5.303442610069427,2.1022640564571495,Iris-virginica
+76,6.379814471408834,2.831388729067154,5.112263105816942,1.8448226902295155,Iris-virginica
+77,6.440066744196001,2.4254406994262663,4.268636781113924,1.3682106231820867,Iris-versicolor
+78,5.431658301324746,3.2652649406581538,5.311867109943433,2.394794179491461,Iris-virginica
+79,6.368202443346284,2.79077574027617,4.724154548152711,1.4213787496106194,Iris-virginica
+80,4.96752616861477,3.2789739272445235,4.747766028345328,1.2883145201327952,Iris-versicolor
+81,4.533061727037123,3.5478609795149967,1.2934187362194236,0.33268744045072207,Iris-setosa
+82,4.911375172765351,3.0869203613551823,1.3649340072686036,0.3552490065752398,Iris-setosa
+83,4.905599931707233,2.51580470254195,3.9778900210324926,1.0926528122246983,Iris-versicolor
+84,6.47482695687987,3.2100954216858533,5.085462654861525,2.101971002090315,Iris-versicolor
+85,5.007310855935644,3.3405695183302346,1.5864003435436158,0.18902444130262983,Iris-setosa
+86,6.58870085042826,2.975717708969872,4.745242182950639,1.408268169154128,Iris-versicolor
+87,5.280579182199212,3.1484962483292986,4.6667662490912125,1.4974455469254053,Iris-versicolor
+88,6.617766986308186,2.3417214749596615,4.491240992929002,1.3837745881016783,Iris-versicolor
+89,5.0651021791635555,3.842429685929377,1.5103525377013396,0.3928170886464753,Iris-setosa
+90,5.615361985893724,2.5402825943923624,4.1097475458465835,1.404776073108398,Iris-versicolor
+91,4.841156445512852,3.1024334368419844,1.3601145167852087,0.31403003651311395,Iris-setosa
+92,7.541282952203621,3.1660478765004862,5.476648830841074,2.181112772035404,Iris-virginica
+93,5.7549180258623664,2.4956850541060587,3.8362500992247197,1.2624060089016769,Iris-versicolor
+94,4.632110491822759,3.135876279841796,1.600961705718131,0.15070288295417822,Iris-setosa
+95,6.70031614137043,3.023328185428286,4.606683974906103,1.829230752421,Iris-virginica
+96,4.825422574029504,3.6319818591933215,1.4201934128851597,0.3312028057129207,Iris-setosa
+97,5.410825852226361,3.7927030380912807,1.520276777154838,0.16062290381323113,Iris-setosa
+98,6.344299598290576,3.0868448889761506,4.816132099269435,1.3088698689235168,Iris-versicolor
+99,5.728719611672309,3.4913886489856316,1.8213758509503633,0.6137131935596261,Iris-setosa
+100,4.526294779153223,3.103221329998246,1.411614074714121,0.15138361596238475,Iris-setosa
+101,4.730073074473381,3.0527541863446994,1.4137370223011396,0.18222951424596467,Iris-setosa
+102,6.511514347906904,2.9018151156976533,4.708194609273631,1.4626555913365806,Iris-versicolor
+103,5.432731388215549,3.2474649292217537,1.610360386714221,0.3596327337018715,Iris-virginica
+104,6.5722179940745145,3.254238519600169,4.835305042195939,1.4503336782256286,Iris-versicolor
+105,7.3648222842017255,3.2298510807846688,5.121063865958614,2.1341686295093956,Iris-virginica
+106,7.892008646462427,2.8676039545726364,6.9483191890744465,2.0792168738818564,Iris-virginica
+107,6.185150699880503,2.8204381546933788,4.616951849311336,1.4796510626805999,Iris-versicolor
+108,5.894974140380699,2.953986192090496,4.262213541156897,1.3159250186357,Iris-versicolor
+109,5.213900180135741,2.387197311531631,4.4112673746377435,1.4105684190319798,Iris-versicolor
+110,6.134748969831878,2.9259153750198026,4.876972089938914,1.9048343633269316,Iris-virginica
+111,4.338124126771777,3.2196137236586613,1.4241105711416184,0.1974410807665518,Iris-setosa
+112,4.6529618598581255,3.3469023365244994,1.3851757522713044,0.182063386660877,Iris-setosa
+113,5.635034604385616,2.7998419242572137,3.96845440119327,0.9905332896013916,Iris-versicolor
+114,4.704773774318527,3.256449092503264,1.1781942665222354,0.2699585790948013,Iris-setosa
+115,6.483192483476547,2.845042108133757,4.489278885556522,1.3006699918548523,Iris-versicolor
+116,5.4207775525968245,2.4402027632458965,3.9751356238434656,1.2951494858370776,Iris-versicolor
+117,4.896780786813496,3.1765804367484125,1.5243430663908235,0.15505375410942912,Iris-setosa
+118,6.847955585344356,3.10237421107937,4.747820059702283,2.0422665421572592,Iris-virginica
+119,6.339717969283915,2.612249432083821,3.8508347029889087,1.2006900705324168,Iris-versicolor

iris/tvae/0/17/test.csv

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

iris/tvae/0/17/train.csv

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

iris/tvae/0/17/val.csv

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

iris/tvae/0/18/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.738687925526151,2.877112762547612,4.8312154022093265,1.052198310055633,Iris-versicolor
+1,6.204787400161554,3.3845222500576995,1.3458964419638204,0.2878118056934088,Iris-setosa
+2,6.354700428796161,3.2130095234727905,5.052872552552857,1.5522001361527924,Iris-versicolor
+3,4.887830214737386,3.0380640767678724,1.5056612403378675,0.1699833601711765,Iris-setosa
+4,5.0608003449960695,3.2595696557137477,1.6456558882033023,0.1606018822480226,Iris-setosa
+5,6.498912928559808,3.161674874671827,4.313553761112248,1.6389335051244718,Iris-versicolor
+6,5.044322738625647,3.249265623273449,1.256123854130839,0.13258230635659293,Iris-setosa
+7,6.576790451330351,3.0216179100092657,4.404179673871686,1.5661263885270866,Iris-versicolor
+8,5.43121944894856,2.9351979691523993,4.262907027961802,1.394088172440662,Iris-versicolor
+9,4.915347315567131,2.893157922055936,1.5086280156397862,0.2354072814872551,Iris-setosa
+10,5.426889151305545,3.234307333653286,4.810004658968512,1.39680523018525,Iris-versicolor
+11,6.849360507243622,2.710967431417878,5.490409811026715,2.0861684127763174,Iris-virginica
+12,6.282424519688693,2.8234361686732536,4.502551053986594,1.4023001463332212,Iris-versicolor
+13,5.960337691000228,3.134142900406667,4.804057913943133,1.707883304731681,Iris-versicolor
+14,6.17614633429376,2.9829845446094514,4.625625762711027,1.6217404400938993,Iris-versicolor
+15,6.778128720171904,3.019450329759472,4.682387574579778,1.4840175594842075,Iris-versicolor
+16,5.3112046349678055,3.2247975961679347,4.994135510424578,1.9775694993385398,Iris-virginica
+17,7.335257147315787,2.9419832748720007,5.9251239547358665,1.9899128366292986,Iris-virginica
+18,5.928144443778078,2.894591194117246,5.524284459275463,1.930704560202099,Iris-virginica
+19,5.972459402416402,2.738880485122165,3.7424509924650393,1.171457830882734,Iris-versicolor
+20,7.150025214941716,2.9300020336126433,5.811362900724877,2.239023629083908,Iris-virginica
+21,4.854397593059703,3.1170313049499176,1.5212931990342393,0.31493511323325923,Iris-setosa
+22,6.8013956111837786,2.8351294521614347,6.00222336338838,2.023873880869606,Iris-virginica
+23,4.746919037469295,3.4440929892847705,1.4194621624184949,0.1460629285038345,Iris-setosa
+24,5.008643645029772,3.631387560977504,1.3871356140402635,0.22619601954376362,Iris-setosa
+25,6.87460026824481,2.746324028580996,5.7584704902793264,2.078833439596002,Iris-virginica
+26,5.890293091021531,2.733104895832967,4.675926159492458,1.2370478950648125,Iris-versicolor
+27,6.588796908709298,2.736203426325042,5.245335566472105,1.8468668708002403,Iris-versicolor
+28,6.416746985747373,3.3264582818897432,5.27769567828935,2.24751084095666,Iris-virginica
+29,5.356259402480122,1.9923530242354388,3.0146175973292055,0.9386458929562072,Iris-versicolor
+30,6.826721407637496,3.2401176716221203,5.032007896271901,1.9045326862337049,Iris-virginica
+31,5.350933840896318,3.473352236908348,1.5605976381952502,0.48624514574191713,Iris-setosa
+32,4.873621196758935,3.0940344290583135,1.195614183140746,0.18980952985161811,Iris-setosa
+33,4.984046580343344,3.419031754608541,1.3188122170198535,0.2728714079469291,Iris-setosa
+34,6.352240723796615,2.7506934708609077,4.501667989280173,1.240891704445696,Iris-versicolor
+35,6.057128395959174,2.5196575024603485,5.0530270500336405,1.7616559134761085,Iris-virginica
+36,4.914978054946031,3.5348673105179342,1.3591912513850577,0.18513191019026423,Iris-setosa
+37,8.04999172057486,3.6409666202529607,6.762930006117909,1.9964724265446585,Iris-virginica
+38,4.789558578599359,3.064450126470893,1.163684291764648,0.12148570171592396,Iris-setosa
+39,6.365248128031336,2.8078989435214754,4.835913013846902,1.768635562765,Iris-virginica
+40,6.898302692356181,2.6918830079306195,5.382549055408151,1.72845715173426,Iris-virginica
+41,5.336474130914523,3.5873342140334086,1.6411826586728364,0.46771400843669964,Iris-setosa
+42,5.554649528239214,3.0349222290939233,3.994396612951114,1.5475476238044827,Iris-versicolor
+43,5.941353916901678,2.986665475534023,4.642372194140223,1.3594961459948323,Iris-versicolor
+44,7.5820654012506505,2.7219406902462073,5.014999433050915,1.8424301466044706,Iris-virginica
+45,6.413762515813184,2.953230850775231,4.503426396803014,1.5643271626358697,Iris-versicolor
+46,5.053976546103511,3.2502010840064943,1.4228215240782698,0.28663281720651346,Iris-setosa
+47,4.43958019683259,2.906460488838247,1.3136924848075069,0.07339925088208402,Iris-setosa
+48,7.0089660219241114,3.0437133192005175,5.260683657231637,2.1104587107826975,Iris-virginica
+49,6.533855140982812,3.1260241452152786,5.167560210593821,1.908371774300412,Iris-virginica
+50,6.5202621154900875,3.072811258456434,5.161856154536411,1.9265743058795033,Iris-virginica
+51,5.056543955516909,2.3176606018482184,3.008290916694494,1.11814545851888,Iris-versicolor
+52,4.920223286546039,3.0532260321022298,1.4698007468830356,0.17311793504092174,Iris-setosa
+53,4.767706730861606,3.026090633682068,1.39708422373903,0.1216367843208297,Iris-setosa
+54,4.348435460894109,3.0105267957290542,1.364863392378181,0.1726138141169533,Iris-setosa
+55,6.1620671900353825,2.63294800364645,4.414677269525545,1.3100253305746434,Iris-versicolor
+56,4.293954278875406,3.3467909843206445,1.1877246948952418,0.15078899615092775,Iris-setosa
+57,4.8480954106886935,4.004160497535869,1.78115028458023,0.4803272794910932,Iris-setosa
+58,6.53785431592968,2.35224701445768,5.000655615709694,1.484298437587812,Iris-virginica
+59,5.777463408861414,3.2163399427720716,4.299659058233034,1.5082177698399237,Iris-versicolor
+60,6.294479456246339,2.8319166036925143,3.912727631050112,1.2773087168435797,Iris-versicolor
+61,6.461251310423971,3.6045641319573747,5.321446046513467,2.2799604204730253,Iris-virginica
+62,5.300454859483226,3.6157964083247087,1.5672531041057562,0.35182349572402816,Iris-setosa
+63,6.859861231882176,3.0936141225536407,4.508894463590836,1.4590547303316448,Iris-versicolor
+64,5.74185581696646,3.2151702536512885,1.4542341449549976,0.24083623724625802,Iris-setosa
+65,6.0245620385568674,2.9040358834656295,4.512369184936651,1.840852043818221,Iris-virginica
+66,5.204796643162803,3.70839204857418,1.6899796197791006,0.4140265317800853,Iris-setosa
+67,6.438537642899649,2.8336765115968587,4.751691864142823,1.7733564251086682,Iris-virginica
+68,5.069920310190303,3.5576527267874476,1.5836322021083418,0.54557003305528,Iris-setosa
+69,5.989818860695595,2.932579303595875,4.169985149797906,1.2603985440908145,Iris-versicolor
+70,5.476323795185949,3.9712351529218184,1.6547940710799904,0.42544889912279976,Iris-setosa
+71,7.089319805297956,3.056731286509896,4.992406854169577,1.6451933707477229,Iris-virginica
+72,5.979766915264497,2.5586895242982086,4.103747011640094,1.3692311450692132,Iris-versicolor
+73,5.725186994889377,3.0420948747923315,4.536756439265368,1.3895991313374263,Iris-versicolor
+74,5.572841394632108,3.145383202434049,4.754706717777044,1.690612758192477,Iris-versicolor
+75,7.079389807907111,2.9456612242320515,4.747235490180577,1.696136922835472,Iris-virginica
+76,7.2499436469367975,2.968781023912573,4.617824144816474,1.599841301242611,Iris-versicolor
+77,5.936397510800454,3.2186271931019945,4.694892663509199,1.6119005652608969,Iris-versicolor
+78,7.27907764104947,2.390350216515174,5.5251675458288965,1.8970816807338475,Iris-virginica
+79,6.02725089509031,2.874574046026155,4.3021489251103775,1.2772478683584434,Iris-versicolor
+80,6.278665829441363,2.663651343604692,4.646608964978273,1.7657783037150785,Iris-versicolor
+81,5.073946338804121,3.384930847525095,1.5625036035390043,0.34101683052928794,Iris-setosa
+82,5.925575983094619,3.55470568390174,1.711422655878045,0.1846538644901864,Iris-setosa
+83,5.362087731807557,3.8937011713304943,1.555079981724774,0.49408002253942374,Iris-setosa
+84,6.701558582004504,2.869472988191734,5.216909889317363,1.819950122277872,Iris-virginica
+85,4.897185820094417,3.324926568723453,1.43303370554333,0.2282832132210919,Iris-setosa
+86,5.653758820325477,3.305196424606669,5.216099592808246,1.8138854285558046,Iris-setosa
+87,6.194094238349234,2.94555356844088,4.339233950221291,1.5653140710347364,Iris-versicolor
+88,5.795048605641451,4.419079866849061,1.3108076878791177,0.3835525665702945,Iris-setosa
+89,5.055231589660666,3.1667476820093334,4.389208503415096,1.5663067235790518,Iris-versicolor
+90,6.780561679558424,2.788349001273518,5.559815790708947,2.1644594950381375,Iris-virginica
+91,4.855883943115847,3.3060635938331853,1.6554326713159195,0.3216315709863754,Iris-setosa
+92,6.859546958057997,3.046482179819013,4.909784720023713,2.2678442524076163,Iris-virginica
+93,5.918483426158473,2.7864975008964668,4.706232836933484,1.598178854171655,Iris-versicolor
+94,7.391521226321392,3.548242411514376,6.268995200575073,2.5585721977421803,Iris-virginica
+95,6.341565695226723,2.6966966035058553,5.281443445873952,1.596493366574076,Iris-virginica
+96,5.251136729221561,3.555447845013371,1.3609171384841432,0.5027764391385715,Iris-setosa
+97,6.5745062683715325,3.1866573804057405,4.562238686805754,1.3470944378619116,Iris-versicolor
+98,5.776781717894856,2.3285695564028535,4.041191592490279,1.3653596454045014,Iris-versicolor
+99,4.971588967794089,3.893285696822582,1.3681535335786483,0.41096049381287064,Iris-setosa
+100,4.939654602056995,3.2955511895545495,1.9641972961049423,0.132940483326301,Iris-setosa
+101,5.236703988802271,2.1103467686426085,3.448882321015915,1.3761643762884068,Iris-versicolor
+102,4.675002483695924,3.164713484625598,1.5346276855602794,0.16223852390636234,Iris-setosa
+103,6.611270549225012,2.7919765638704344,4.416178703708483,1.3552742912162263,Iris-versicolor
+104,5.015578362554866,3.4205568432716293,1.522763357071957,0.1547009006814578,Iris-setosa
+105,5.1281141267876595,3.382707555443748,1.8348221287327087,0.3498378330077446,Iris-setosa
+106,5.06109397631489,3.447599565657348,1.6005099338181579,0.42996056774206615,Iris-setosa
+107,6.164563930042095,3.0324771878978383,4.914516536477396,1.770234377853483,Iris-virginica
+108,6.052345504835824,3.0135949475439405,4.826290804708583,1.5491819684346215,Iris-versicolor
+109,6.734702384789177,3.2673878026895355,5.4087840436144825,2.061468192415605,Iris-virginica
+110,4.862068163035671,3.5582702996117774,1.6426001141229951,0.2349690990149601,Iris-setosa
+111,5.644542076708834,2.908301020008094,5.332548838177398,1.8141220319259785,Iris-virginica
+112,5.732551892022313,2.557262132310715,4.542864430786187,1.4666570582187106,Iris-versicolor
+113,5.513900700549499,3.4259704377433957,1.4885039638337205,0.27887590074192375,Iris-setosa
+114,6.975096115353789,3.567239226103053,5.2346585052628445,2.345275020048457,Iris-virginica
+115,6.754543230740375,3.0668840307675067,6.084371567444472,2.18060988657486,Iris-virginica
+116,6.202463049236187,3.011725020315194,4.532646667833319,1.4580683049805025,Iris-versicolor
+117,6.293217360546887,2.6993782214156212,4.5593908118680915,1.413291156718024,Iris-versicolor
+118,6.131080158897832,2.760567323857617,4.74458839272209,1.3686564368706977,Iris-versicolor
+119,4.60323049512378,3.509334798442552,1.640267845106164,0.0073056620870279865,Iris-setosa

iris/tvae/0/18/test.csv

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

iris/tvae/0/18/train.csv

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

iris/tvae/0/18/val.csv

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

iris/tvae/0/19/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.470754536771963,2.7652167138422246,4.410454867025027,1.3162529251596244,Iris-versicolor
+1,6.297461125657373,3.1368627564190597,4.5933307690402145,1.3087206785480971,Iris-versicolor
+2,5.571097124868974,3.756699911961374,1.747853166976738,0.2452582607385559,Iris-setosa
+3,5.0337325686600245,3.7034150399255337,1.6842590896998464,0.2680723171623351,Iris-setosa
+4,4.781236566247114,3.3673434269863316,1.5119992329972336,0.35616836673001856,Iris-setosa
+5,6.9469328237166135,2.665515558728997,6.185142150646112,2.1393969162886712,Iris-virginica
+6,5.659942672093875,3.7289876472199417,1.3999453375579558,0.23498848936236227,Iris-setosa
+7,5.884214034042037,2.6056786617459697,4.445011207336417,1.5087781179531834,Iris-versicolor
+8,4.415009374163655,3.229266525925138,1.559316189386217,0.19520201415223265,Iris-setosa
+9,5.222687029724206,3.209452133753947,4.572929626036312,0.2811354491976648,Iris-versicolor
+10,5.893799046379733,2.5029420362275228,5.2669814002993265,1.5687237903966134,Iris-versicolor
+11,6.73354612447475,2.960943770246471,4.856991183772175,1.4977107138822758,Iris-virginica
+12,5.677698952799192,3.092163427592198,4.478085501852869,1.4618341233089829,Iris-versicolor
+13,5.650107851090624,2.423210671284759,4.014828249189807,1.1604108212178432,Iris-versicolor
+14,6.744390854898636,3.095362831333997,5.593876194798393,2.0019106722903954,Iris-virginica
+15,6.517496250375136,3.16694650927746,5.272628665893597,2.232520084819112,Iris-virginica
+16,5.181585751019093,3.397391292040268,1.5449029350619439,0.17591979556223566,Iris-setosa
+17,6.327167795999744,3.0092249673189686,5.061455580277712,1.4586629054589864,Iris-versicolor
+18,6.742194295817932,2.6668256573460427,4.54640520929738,1.3478279223722471,Iris-versicolor
+19,5.290851288690475,3.0893250286867087,1.3973238559105363,1.5304666548894685,Iris-setosa
+20,5.013320859557366,3.0878900762270085,1.440188071637836,0.23206779543963946,Iris-setosa
+21,5.341631726578068,3.0716852429620136,1.525278674100991,1.8796296958939882,Iris-setosa
+22,6.823154629877849,3.2509357081008514,5.065712511153401,1.714412654431519,Iris-virginica
+23,6.184210937693497,3.0722898179273477,4.943828445683129,1.5119818264727525,Iris-versicolor
+24,4.583696691449045,3.197741720538171,1.4597897718785589,0.1725950601836077,Iris-setosa
+25,5.505641989187948,2.9577212480829744,4.577472347345136,1.385175344077358,Iris-versicolor
+26,6.124195788048667,2.880081468587357,4.391312310091982,1.0644443378689976,Iris-versicolor
+27,5.044983504763095,3.2101249787710096,1.4542666349553595,0.14575740835058118,Iris-setosa
+28,5.446785319491119,3.0829466908905383,4.907959417070949,1.994736090766883,Iris-virginica
+29,6.463750107403254,3.037786207202285,4.033084543604757,1.9307933430202562,Iris-versicolor
+30,6.22287276116363,2.8808906270687356,4.275016136623705,1.4089625536674808,Iris-versicolor
+31,7.080161400207307,2.993084738829348,4.648001585838834,1.5197012608967801,Iris-versicolor
+32,5.035902953589854,3.529323100316062,1.6942404091386631,0.5807431229793047,Iris-setosa
+33,6.198847371174396,2.5957304190546107,4.588675323072713,1.610934784467672,Iris-virginica
+34,4.622505391222743,3.1773338047975157,1.4208701311365426,0.2432880266543822,Iris-setosa
+35,5.495876425269557,3.2290864277975655,5.055452122663011,2.0372154136846246,Iris-virginica
+36,6.063804367191834,3.220952925271643,4.995392837421122,1.5858408344575128,Iris-versicolor
+37,6.875871609449751,3.0375830450864214,5.518745844604394,2.033942045281578,Iris-virginica
+38,6.273688611334832,2.9168429059889833,4.705011516257313,1.6730000811764347,Iris-virginica
+39,6.460190225437252,3.1755714897828597,5.520896724268547,2.414437214968393,Iris-virginica
+40,5.382235442057138,2.4012791974376766,4.014099844324374,1.4341694897254094,Iris-versicolor
+41,6.794033509522544,2.865585161427828,4.306517890553708,1.4485547677567716,Iris-versicolor
+42,4.806648223395592,3.005944541500308,1.4405721633795296,0.020352764670999057,Iris-setosa
+43,6.421089480562179,4.4499184467134425,1.4151093638279704,0.47539591185579577,Iris-setosa
+44,5.243630667408988,3.426686237462725,1.6884794587343794,0.5627220516270174,Iris-setosa
+45,6.33095041514219,3.2708652118923918,5.45926132728336,1.5270388093888432,Iris-virginica
+46,6.324141358526224,3.0423159623017386,5.309398541777887,1.5490100102530562,Iris-virginica
+47,5.907212405437623,3.0654065705954623,4.406544834472929,1.3517862299398757,Iris-versicolor
+48,5.695427574786724,3.9678383501980274,1.8711749025812427,0.29574926353617614,Iris-setosa
+49,4.977055994564073,3.35097368245815,1.5091611678429424,0.24733218006200056,Iris-setosa
+50,4.734508456132936,3.5986439545892037,1.726311330979074,0.3766087985680172,Iris-setosa
+51,6.877995082883091,3.184515936909725,6.295761423687443,2.486224763469371,Iris-virginica
+52,4.664686781224355,3.009750283394354,1.2445449160510225,0.17281344241402435,Iris-setosa
+53,5.962417665460984,2.7947070776628853,4.371714261621344,1.2871816693757736,Iris-versicolor
+54,5.345832287269931,3.2740553750028565,4.826528681761201,1.6458043426662354,Iris-virginica
+55,6.564207601961031,3.1621626590150806,5.074542076664863,1.6425698506358262,Iris-versicolor
+56,6.77155243264413,2.9491968000338455,5.415397276838516,2.05195871441051,Iris-virginica
+57,5.737748864192712,2.727250612117057,4.635224501992991,1.516113350693977,Iris-versicolor
+58,5.795426444690597,2.573221075752957,3.9592093596624696,1.2019388560965816,Iris-versicolor
+59,5.445501052176334,3.013229191995145,1.329407561346231,0.20757847190885964,Iris-setosa
+60,6.401728385277888,2.6997680570915517,5.098228423305213,1.7527041956293021,Iris-virginica
+61,5.746580744538274,2.63643893614614,4.052768879824888,1.108278646564103,Iris-versicolor
+62,5.458363520877667,3.2573869929351305,4.920739300369263,1.5750190423813646,Iris-virginica
+63,6.782016809035193,2.9315350296010467,4.581542601377021,1.5677340233197903,Iris-versicolor
+64,7.396814347838784,2.8303901237408042,6.021186739543229,2.1799588013025692,Iris-virginica
+65,6.7737933252018205,2.7096306579162874,4.724720110169758,1.6978811447959294,Iris-virginica
+66,6.573233616748978,2.939485233433664,5.026703748865118,1.667989489494588,Iris-virginica
+67,4.893124055549242,4.013147370280322,1.6175502346797803,0.39758024098574296,Iris-setosa
+68,7.25479727796987,3.096951921957272,5.530684086599639,2.313533282463933,Iris-virginica
+69,6.878365348434332,3.1262083500104705,6.212127048285025,2.347686818274622,Iris-virginica
+70,5.778221990287634,2.9120039079621747,4.708237682457636,1.1380820028629164,Iris-versicolor
+71,5.571418626660539,2.9445302139303706,4.245056658977756,1.2181349491858489,Iris-versicolor
+72,6.2706330091773514,2.9545589420920146,4.992784348120265,1.7137750880920364,Iris-virginica
+73,6.099504157447604,3.2874431373781765,1.3886491580262004,0.27554087117372433,Iris-setosa
+74,4.921920078625871,3.1865086644918694,1.558295746784462,0.20457233781029183,Iris-setosa
+75,6.548943481930268,2.9962248192243734,4.328652379369311,1.3578659327022944,Iris-versicolor
+76,4.863143742447529,3.3191680137952653,1.2486940073278279,0.2782346511591143,Iris-setosa
+77,7.209112712569043,2.8779790924919193,5.602707732990612,2.175988501048102,Iris-virginica
+78,5.381667546705173,2.7594755832575553,4.703334555650369,1.314974907989431,Iris-versicolor
+79,4.879008724783138,3.37170184412362,1.5783202847015116,0.25498940630482547,Iris-setosa
+80,6.565883261121869,2.904892194953934,5.122689268162915,1.6394199107430922,Iris-versicolor
+81,6.834748367658355,3.5178305626515796,5.533811738125201,2.1609581870885703,Iris-virginica
+82,5.541867441548119,2.6632622511582467,4.033671097288287,1.2254387936835103,Iris-versicolor
+83,5.232171609678205,3.1649062623047137,4.977881026223751,1.5132116519722438,Iris-versicolor
+84,6.509947085388344,2.742897269131988,4.984195848838105,1.739652091663448,Iris-virginica
+85,6.599921832347001,3.176467609727745,4.710412273667284,1.6389035403935586,Iris-versicolor
+86,6.532949696937912,2.429703172421247,4.910170366651938,1.738407318711126,Iris-versicolor
+87,6.056506271808475,2.9872115408603177,5.008064246188448,2.025017778077138,Iris-virginica
+88,6.602754630543546,2.77671020354139,5.155705003561886,1.562850071393113,Iris-versicolor
+89,6.054510112351064,2.7424696837088143,4.121311134757546,1.4566311932000495,Iris-versicolor
+90,6.532171158011473,2.792002919791681,4.621662943885046,1.223249233292929,Iris-versicolor
+91,4.0689806905965735,3.019816833112662,1.283924467956406,0.22215476475271506,Iris-setosa
+92,6.167618947947089,2.8584476170469,4.187483158334205,1.0340008769885873,Iris-versicolor
+93,6.656303731673134,3.0141508174270317,5.308267446099231,2.013746204227078,Iris-virginica
+94,5.28683630731933,3.2177759378852806,4.3702883939922685,1.585721354306338,Iris-virginica
+95,5.261880967895765,3.638757340454711,1.585117215903466,0.5365821450653447,Iris-setosa
+96,5.277926394450426,3.0876895267840876,5.486832266079185,2.1926231120582256,Iris-virginica
+97,5.808622165418347,2.775499558900748,4.475085408940975,1.3085700693831206,Iris-versicolor
+98,4.704807046008882,3.361655584836943,1.3499800528362442,0.2157672827396464,Iris-setosa
+99,5.210450715410528,2.780157700653838,3.9361190603902854,1.4977505729707379,Iris-versicolor
+100,5.9970852957684,2.605961255348352,5.47639653714708,1.8352175992635407,Iris-virginica
+101,5.198605340327169,2.6860002254520188,3.696198290768086,1.1735508724316126,Iris-versicolor
+102,5.233281741055901,2.424597575078685,3.5604908177891694,0.9696907473576858,Iris-versicolor
+103,4.746480845438937,3.265876676982793,1.5509958348071362,0.2555454217714407,Iris-setosa
+104,5.297082067644904,3.385117699881437,1.6202295144033134,0.4339157015693366,Iris-setosa
+105,4.992169170955482,3.7089837545868876,1.4926097874835034,0.31060432787474546,Iris-setosa
+106,6.830340228005199,2.538837271399366,5.338342407977107,1.6796335819017325,Iris-virginica
+107,4.499346761701817,2.9576910535778587,1.4965238818869977,0.19570643202927474,Iris-setosa
+108,5.111171148089345,3.303529073465145,1.350113968234493,0.30264240903708806,Iris-setosa
+109,6.341804553554189,3.265581647895331,5.764217263304821,2.089150966260389,Iris-virginica
+110,5.107044911122543,3.770718289754247,1.661638385373124,0.21926824150419988,Iris-setosa
+111,5.479952247348932,2.288372333536871,4.349297080151912,1.4515616226982098,Iris-versicolor
+112,6.249471721116579,2.8664385681090314,4.786262287161964,1.9643151315072667,Iris-virginica
+113,6.560612586993419,2.5107278798453936,4.261648543678495,1.0644558160313429,Iris-versicolor
+114,5.441582894583598,3.031025645307588,4.651436324462604,1.3622938446706054,Iris-versicolor
+115,5.886796408920311,2.7658890516034464,4.016969972914717,1.4136373273164866,Iris-versicolor
+116,4.72363827624107,3.218991404660886,1.1991933262320678,0.1780064084457803,Iris-setosa
+117,6.605666475407933,2.1644526307646323,4.785504627512351,1.679402456536754,Iris-virginica
+118,6.122742204662627,2.3105864978763746,5.051961598165439,1.4303415189554956,Iris-virginica
+119,4.7740894123855755,3.4181915799762788,1.487199717176726,0.18578103171403232,Iris-setosa

iris/tvae/0/19/test.csv

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

iris/tvae/0/19/train.csv

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

iris/tvae/0/19/val.csv

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

iris/tvae/0/2/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.5813928464913465,2.6375345444395544,6.386196361995035,2.372300716136141,Iris-virginica
+1,6.466112663415181,2.815003381487224,4.577629380537197,1.5559613482072006,Iris-virginica
+2,4.827371881918682,3.2554097187570665,1.5635986204621515,0.36174825502227864,Iris-setosa
+3,6.726264867787773,2.6900614450560747,4.799759384145715,1.4557254556558725,Iris-versicolor
+4,7.418810044445639,3.0618349650451697,6.658624549895051,2.217964860815264,Iris-virginica
+5,4.503928084382059,3.6936025283982277,1.4233095297002794,0.15286716214051338,Iris-setosa
+6,7.848661595561983,3.2480548878220037,6.26116110654234,2.2523062997104324,Iris-virginica
+7,6.689482771137015,2.838625644614468,5.451682661797458,2.305458247333472,Iris-virginica
+8,6.33770901955111,2.863283140028301,4.846662394360735,1.4739420364781142,Iris-versicolor
+9,4.396282558483756,2.8391262478430193,1.3372037529287253,0.09595436559620396,Iris-setosa
+10,6.7264649598834625,3.047853815349608,5.240710230244158,2.15240915833576,Iris-virginica
+11,7.395918189897547,2.9117999721213406,5.749297806842269,2.22727457187684,Iris-virginica
+12,4.916772331765769,3.250179410077094,1.4487110404610404,0.2540263245775836,Iris-setosa
+13,6.048097017960071,2.617403572127098,4.767370692818984,1.5220539799131743,Iris-versicolor
+14,5.332881236073416,3.355721310532956,1.3399680997767898,0.5371321103530189,Iris-setosa
+15,5.235323815175231,2.723794985936842,4.2447550143070165,1.4472211645488902,Iris-versicolor
+16,5.674581431523248,4.029053743747926,1.5796009988589281,0.221513912618589,Iris-setosa
+17,6.083626518812935,2.8041053591840153,4.10171988800724,1.2199104402550813,Iris-versicolor
+18,6.066895333613529,3.1635478573930325,4.678550139462452,1.5723884460088924,Iris-versicolor
+19,6.189919151816177,2.5329245757443797,5.566203703362244,1.939059862688033,Iris-virginica
+20,4.678578400886166,3.1845409918846532,1.4938433091979006,0.2650996976549999,Iris-setosa
+21,7.028009885421263,2.960984251702669,5.02990016012576,1.6483200612124005,Iris-virginica
+22,5.452461382932149,2.311771681187499,3.6434543487169195,1.034831286541376,Iris-versicolor
+23,6.206248499904271,2.809107311861291,4.2417931518748455,1.3669232310851684,Iris-versicolor
+24,4.6862458966312746,3.5041786298170603,1.4175962283462398,0.13626736518055893,Iris-setosa
+25,4.805195138081547,3.711970280925346,1.5395127923763439,0.3187503660783874,Iris-setosa
+26,6.044727420593663,3.3056676374291,4.893090008552591,2.0205584526642775,Iris-virginica
+27,6.550642012719597,3.310158580926964,5.554489544873551,2.3121267305695734,Iris-virginica
+28,4.75689735649441,3.3558502614016263,1.5128061034224314,0.21540140583244438,Iris-setosa
+29,4.876032724190787,2.457532931240494,3.0927491656902406,1.1957752632433916,Iris-versicolor
+30,4.98761855756597,3.420499504559799,1.3721021020290738,0.46484171056268486,Iris-setosa
+31,6.428851875088809,2.9988440369492304,4.324531874841127,1.5565911713555487,Iris-versicolor
+32,5.881344507389998,3.004548072839173,4.560501203647211,1.8014075026030216,Iris-versicolor
+33,6.297728427209739,2.6090571420595197,4.895168849998355,2.021552750712354,Iris-virginica
+34,6.360977385205905,3.219062925528923,4.539053276525072,1.8568396340507987,Iris-versicolor
+35,5.178303046671426,3.400819636562351,1.5414877310253163,0.41480214525352077,Iris-setosa
+36,5.176182082585732,3.718520601247369,1.6363747444367092,0.2158358330810726,Iris-setosa
+37,4.654320041880616,3.4845232709593743,1.7317529238679432,0.24807605100887684,Iris-setosa
+38,4.809440796667815,3.609143106368756,1.5427368174907683,0.17827327106841945,Iris-setosa
+39,6.531656057503002,2.4909794486595236,4.425147416108964,1.5085570935510944,Iris-versicolor
+40,5.213966404495967,3.1922337840680735,1.8758923762635318,0.43723084333866435,Iris-setosa
+41,6.085164123953809,3.21973124527391,4.133579063137655,1.7420450933724434,Iris-versicolor
+42,4.975604064735529,2.991544030850825,4.13360471133058,1.3967345825348096,Iris-versicolor
+43,6.573692858229245,2.4116379408666875,4.279834679456343,1.1996082166579176,Iris-versicolor
+44,4.9366688083170995,3.1809686888875714,1.4775793407189748,0.251658397742657,Iris-setosa
+45,6.280982539711658,3.0519019116407473,4.797364574901639,1.324603675525383,Iris-versicolor
+46,6.584984525263469,3.0657623822057043,4.893302056105844,1.647751563381758,Iris-virginica
+47,6.650846202508702,3.0443017915722033,4.466528498836457,1.5744437412434524,Iris-virginica
+48,5.809207261790673,3.4356568205224276,4.183201142559469,1.4647310440347017,Iris-versicolor
+49,6.401289645854674,2.820951395863744,5.470056002855327,1.7194959707019914,Iris-virginica
+50,7.041339438276739,3.382347673180597,5.909274005168352,2.5374367467123338,Iris-virginica
+51,5.314868687433486,2.5132587552393018,4.547421311257155,1.446433835304295,Iris-versicolor
+52,6.621779154033713,3.3257485462938514,6.063038854850985,2.4370695166192484,Iris-virginica
+53,6.443668265374928,3.3213224411636624,5.029869627837593,2.116546769539694,Iris-virginica
+54,4.849236446488789,3.532869423137684,1.5313452348524206,0.3126606384053327,Iris-setosa
+55,6.555633139844828,2.644412210686763,5.047381491491398,1.5797427427820963,Iris-versicolor
+56,5.022595681939605,3.2861688860429155,1.3565974556497151,0.33725130447121093,Iris-setosa
+57,4.89105194477587,3.396071280659549,1.4573078014760745,0.20090280693587018,Iris-setosa
+58,6.335900380103995,3.0206345136675217,4.673144172564185,1.5063872220548367,Iris-versicolor
+59,4.047201116582592,3.1039963329520615,1.290489993707034,0.15915022561704073,Iris-setosa
+60,6.508691288536992,3.2550206454400703,5.324888597060976,2.1797808144719766,Iris-virginica
+61,6.793322017056913,3.2765767673556034,6.074727530111218,2.3152332755505705,Iris-virginica
+62,6.61575881472973,3.0463070373029777,4.815885833046471,1.7513196931305728,Iris-virginica
+63,5.630293833764439,3.1167479948469277,1.2724786040897549,1.2879091881703746,Iris-setosa
+64,4.79429016383257,3.669990063180199,1.536080890326714,0.31141120858308763,Iris-setosa
+65,4.956774538076106,3.2403080184171014,1.4592231666091207,0.18370993849477277,Iris-setosa
+66,4.916918488087719,2.994108977108796,1.323834914661129,1.41055716459398,Iris-setosa
+67,5.016605838214305,3.1056105478332663,4.878909828054061,1.7110986209251469,Iris-setosa
+68,5.0757069883449875,3.1919312836697626,1.5714974281836172,0.21162838467909406,Iris-setosa
+69,6.680617834125274,3.053159719293194,4.294390933222273,1.4471970602032864,Iris-versicolor
+70,6.346294425585235,3.021073918567255,4.763036965801055,1.6239515634885104,Iris-versicolor
+71,5.086565366478711,3.1782386983724087,1.196153572320279,1.3836992814231448,Iris-setosa
+72,5.091493248367232,3.335156468171034,1.5338347103183243,0.5465920061723197,Iris-setosa
+73,5.001340883879055,3.6416781398799936,1.692520281675055,0.4607038721827854,Iris-setosa
+74,4.925645689129584,3.1126872644077355,1.4386408668889803,0.33733909181229854,Iris-setosa
+75,6.79119356757958,2.5956593366780694,3.999744772327919,1.2109169549008145,Iris-versicolor
+76,5.721828374580205,3.031039836816157,4.853336802781393,1.6391694708429696,Iris-virginica
+77,6.556319380717766,2.834754322174841,4.325253926984533,1.2993689410168434,Iris-versicolor
+78,5.017358853866007,3.507278174982678,1.5166244600217251,0.31200902722959717,Iris-setosa
+79,4.965479378426124,2.5430572447574895,3.586133939171628,1.30245306483033,Iris-versicolor
+80,6.5035626465952685,2.5565001469594484,4.2694273167336725,1.465891309450344,Iris-versicolor
+81,6.283792027617824,3.071463023598476,5.350402839493302,1.5232590948702203,Iris-versicolor
+82,6.62949859777534,3.1238174710934885,4.682429957758808,1.415213162649483,Iris-versicolor
+83,6.715769385037246,3.259379576743499,4.1223574161275875,1.5503885340016723,Iris-versicolor
+84,6.573187932247538,3.0218171484802214,4.54808102615045,1.282770765876101,Iris-versicolor
+85,4.882131095363926,3.143269381126636,1.5925629174898552,0.1618455749300995,Iris-setosa
+86,6.720373776052775,2.9250064576539314,4.647815872482356,1.3158186786208077,Iris-versicolor
+87,6.860859737367804,2.6267419418856024,4.760853497106379,1.325303270923431,Iris-versicolor
+88,5.0052275495180165,3.00879655674422,4.569964444370355,1.4116589561789332,Iris-versicolor
+89,5.621361686527996,3.0265522127591753,4.902349525007441,1.4088532992094158,Iris-versicolor
+90,4.811960975495592,3.133895820893691,1.5451412243811877,0.32986349755980704,Iris-setosa
+91,5.626692073699359,2.7742106748052136,4.558864176441229,1.6827012288458612,Iris-virginica
+92,6.851279302906078,3.183115930241499,5.799900122538171,2.318495416222693,Iris-virginica
+93,4.874556832414761,2.845888626268951,1.261606856083166,0.2042973145727833,Iris-setosa
+94,5.2281936440377175,3.4195700979295,1.849839716814918,0.4715811989816557,Iris-setosa
+95,5.449193559807845,3.181754444534492,1.4105647814355446,1.6773983248471571,Iris-setosa
+96,6.1259649331678405,2.776947220052053,4.4203683308293416,1.1320660307746797,Iris-versicolor
+97,6.31169446354264,3.1082380674866634,4.877717480329451,1.6006072529772406,Iris-versicolor
+98,6.677448704610963,2.700456204728193,4.54384693637247,1.3043555315143258,Iris-versicolor
+99,6.855293009832886,2.4440265780897588,5.600058405347867,2.084189006574583,Iris-virginica
+100,6.8705613962211265,3.067201891929345,4.547431652657259,1.44294333010042,Iris-versicolor
+101,4.577370841233325,3.580601333431482,1.4195696592748643,0.12212968899756813,Iris-setosa
+102,5.852184718865087,3.0728583650657812,4.6487438126464475,1.6286804257007341,Iris-versicolor
+103,5.02312170100923,4.0808648856284275,1.7051319321716145,0.0665798744080808,Iris-setosa
+104,6.589208692172146,3.1236839353738795,5.562988286811185,2.3563734899117064,Iris-virginica
+105,6.904553945926543,2.8644596004462897,5.089291582016021,1.7324851035806013,Iris-virginica
+106,7.0864090999136335,3.3782305948842906,5.554295654867697,2.143037042995846,Iris-virginica
+107,4.361735068093446,2.998894400554579,1.5830330568626636,0.11156788607541598,Iris-setosa
+108,5.746578301655839,2.7474400399112042,3.8902113715564206,1.2605582182826738,Iris-versicolor
+109,5.916829226890547,3.1905716703074725,4.705931376146877,1.5332513894647595,Iris-versicolor
+110,5.323481992138258,2.6442715475817717,4.4358084057690945,1.4277172753213514,Iris-versicolor
+111,5.84385948067858,2.727999314429728,4.005214369011332,1.2345913627742247,Iris-versicolor
+112,4.991174577940687,3.344650046347153,1.8156830585594226,0.4040882528011426,Iris-setosa
+113,6.410136923385421,3.0622051861492294,5.33036736725562,2.0591358116864615,Iris-virginica
+114,6.114092341404234,2.2154823289001566,5.010278354568564,1.4692116405928806,Iris-versicolor
+115,6.7571334303113755,3.0310890668359165,5.03528274465019,2.22421465955893,Iris-virginica
+116,4.532618474237993,3.174438257960778,1.2606838601773875,0.057832291792579316,Iris-setosa
+117,5.140590063736363,3.439589329852706,1.5591036062228831,0.19666546256055933,Iris-setosa
+118,7.22015867048305,3.155961555835877,5.219024010336838,2.3799907584417577,Iris-virginica
+119,6.053004452853312,3.059709209366184,5.549445342509772,1.7817429566279643,Iris-virginica

iris/tvae/0/2/test.csv

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