a

iris/tvae/3/0/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.830301308008218,2.59298433682275,5.073067195711441,1.750022646557308,Iris-virginica
+1,6.534624806374971,2.7551210645591606,4.417308595418575,1.4124955373768762,Iris-versicolor
+2,6.515203547773355,2.861495201957836,4.710829386720804,1.6588350700736931,Iris-versicolor
+3,7.153835548423485,3.418312827632184,4.5343559382931,1.6125727156197718,Iris-versicolor
+4,6.732751523107687,2.6652081349251695,5.073875553538653,1.6630333703621099,Iris-virginica
+5,6.525945354792014,2.6479030562746133,5.194437460377395,1.740836004050251,Iris-virginica
+6,6.6898869341608105,3.0521509045881303,4.935192278733696,1.5934393117881374,Iris-versicolor
+7,6.293629308857,3.0153524632891395,5.234307351768003,1.564308381627105,Iris-virginica
+8,6.901353376768069,3.0123565693497505,5.478409854246913,1.8169788295932205,Iris-virginica
+9,5.372090614171367,3.6635179445050414,1.1699068829159223,0.22076114855042184,Iris-setosa
+10,6.29278863653838,2.8429405802924657,5.045076710654493,1.8070531830499137,Iris-virginica
+11,5.161115756690569,3.299751261868205,1.3428509332520946,0.14357792781080805,Iris-setosa
+12,6.609544335695614,2.685890857388837,4.835741541260381,1.6845731499078374,Iris-versicolor
+13,6.356458155983743,3.116344849021948,4.97858585550057,1.958750948122352,Iris-virginica
+14,6.7263095246938995,3.064925893975435,5.298750567083377,1.9873560113493995,Iris-virginica
+15,5.0993896408533725,3.434624530076248,1.5525259704244234,0.27132200969460757,Iris-setosa
+16,5.293743385921667,3.498556820621446,1.388592037933951,0.28264940838575847,Iris-setosa
+17,6.3467815369193685,2.8349523032022708,4.389198761340417,1.2842822082045489,Iris-versicolor
+18,6.428532813742433,2.987095027652865,4.75962515981074,1.7799644406230666,Iris-virginica
+19,4.759560467299995,2.82355442604308,1.3155857308523942,1.5186415967450035,Iris-versicolor
+20,4.794389542211668,3.0566792393241973,1.2846392381645395,0.09896601905188637,Iris-setosa
+21,6.7871450890741745,3.114669672382456,4.481104959053047,1.5586325857655443,Iris-versicolor
+22,6.729097953597896,3.2088594504241295,5.28107530278295,1.8057639475472518,Iris-virginica
+23,4.789318079510295,3.516734270114502,1.4591840021429772,0.19065392435170941,Iris-setosa
+24,6.938321720822494,3.2960937056482806,4.639896551427011,1.8725747953255547,Iris-virginica
+25,6.477037070814071,2.9479883433219567,5.670319782150809,1.528176445011207,Iris-virginica
+26,5.451790255655158,3.7294909838160093,1.5451377427624928,0.18594602699511167,Iris-setosa
+27,6.340095232449477,3.365265205057712,4.574692179469825,1.3064849604728312,Iris-versicolor
+28,6.878768210693175,2.8776673446940535,5.023137887458047,2.143803884066531,Iris-virginica
+29,5.1607015891121994,3.173779886232356,1.4453177822244778,0.2321781038215362,Iris-setosa
+30,5.171344236502418,3.364057396173065,1.4511385316123797,0.24957942116069762,Iris-setosa
+31,5.497013648579145,3.9147796992178536,0.8542292129469343,0.4676283655559892,Iris-setosa
+32,4.7667159701494315,3.0936776783871927,1.6125953206862678,0.19672253772618312,Iris-setosa
+33,5.27281522146915,2.5295934806935763,4.099331644447149,0.9882338574185827,Iris-versicolor
+34,6.419491656478235,2.9077302143068726,5.040788358993422,1.743484011096551,Iris-virginica
+35,6.4985369890009785,2.8271626885941306,5.02208776325046,1.7113741624302528,Iris-virginica
+36,6.512939537348336,3.084894726851022,4.813284172737523,1.683383275777822,Iris-versicolor
+37,5.562634609262272,3.5433697227342416,1.399982133790848,0.4384366477584646,Iris-setosa
+38,6.31957431758261,2.5651508162750103,3.833300654329184,1.5084182460708107,Iris-versicolor
+39,5.3590396490005645,3.3983145469561906,4.963739432119554,0.3410049746394492,Iris-versicolor
+40,6.854449337008679,2.5709040527647575,6.1163220888398,1.7481886122684696,Iris-virginica
+41,5.68373891496233,3.0205710967818797,4.57655680488236,1.1795397057644519,Iris-versicolor
+42,6.106843356793173,3.033437122138175,4.9651378272487845,1.8706619485927516,Iris-virginica
+43,6.862619202463874,3.229548458647214,5.109587961074247,1.8146256066895081,Iris-versicolor
+44,5.9499312885652325,2.7088342625559365,4.399690482542732,1.0702735603939777,Iris-versicolor
+45,5.119914712808593,2.9095900415093183,4.094147486250087,1.2995905969550023,Iris-versicolor
+46,6.201759531415143,2.9379135908827054,4.353282502724219,1.6131410943131461,Iris-versicolor
+47,4.878700184419897,2.9141413626121437,1.5837036880552862,0.22817492894134395,Iris-setosa
+48,4.649968164282761,3.4400611067553153,1.5260028336724387,0.2053033629819453,Iris-setosa
+49,5.210304813580192,3.310018255602465,1.5433496603355203,0.12412418971462924,Iris-versicolor
+50,5.110501629738766,3.431662184911557,4.51141552520576,0.10435677801142404,Iris-versicolor
+51,5.053193699695813,3.3446596387365184,1.3995119086930252,0.2850915068873082,Iris-setosa
+52,5.55173949842735,4.006587156131724,1.8088370078374345,0.24480205780206993,Iris-setosa
+53,5.667894371659208,2.5446511953465847,3.713119670166371,1.148786873850897,Iris-versicolor
+54,6.383044242124573,2.7720161573470827,5.074460241583805,2.035282394960118,Iris-virginica
+55,5.765709380962477,2.8337409494523054,4.400781729563623,1.4264311360076352,Iris-versicolor
+56,5.140494783440655,3.1459000374106747,1.3996967591799236,0.20355060264795763,Iris-setosa
+57,5.100002700747516,2.985299696020351,1.3578494959373941,0.1698961609044239,Iris-setosa
+58,6.423544133164691,2.8956035420461292,5.280412102301164,2.090502057981716,Iris-virginica
+59,5.361515685388269,2.8203398056642914,3.9339693930158055,1.486732823034771,Iris-versicolor
+60,6.448851763190918,3.291899338348872,4.111979732105584,1.8625424120998095,Iris-versicolor
+61,6.098992218715851,2.3546812699090287,4.904681003717283,1.4424077326752534,Iris-versicolor
+62,6.197887396737727,2.96402686513813,5.245264189507259,1.7107267698814885,Iris-virginica
+63,4.958734132484382,3.0715404549706546,1.382940393589713,0.23193921606314585,Iris-setosa
+64,5.539830960834479,3.318976625472332,4.271404425641367,0.4905520570540727,Iris-versicolor
+65,6.2103989228465375,2.871967264499825,4.4887699816261195,1.5016271916996151,Iris-versicolor
+66,5.968533002260891,2.8484919077678503,4.401220383398171,1.693733772651605,Iris-versicolor
+67,6.988269916864383,2.9915874525322845,5.423525535178306,1.6106975802530081,Iris-virginica
+68,6.283342086503587,2.8254895310978094,4.844287154851626,1.401976981193853,Iris-versicolor
+69,6.104008179127757,2.847094507620969,4.5217954648455345,1.4236861277264454,Iris-versicolor
+70,4.4090552057555445,2.808439933715818,1.3487427888201649,0.17400484095311103,Iris-setosa
+71,5.073213123244624,3.102855467419344,4.796836057173333,1.2189098264558633,Iris-versicolor
+72,7.11173758575844,3.2165093225586308,5.359198636414698,2.3745826093724998,Iris-virginica
+73,4.8139230476248525,3.1455107858968057,1.3724192221920897,0.2507944171382632,Iris-setosa
+74,4.589842919937809,2.756963566779236,1.2266145870471163,0.12490322772947623,Iris-setosa
+75,6.815510210355733,3.104023019233333,5.747973791402847,2.130044151790187,Iris-virginica
+76,5.172618302676801,3.998297768589064,1.5367706555956224,0.28936556156104,Iris-setosa
+77,6.381167008199309,3.2318863581410358,4.504087709850715,1.4860860218647551,Iris-versicolor
+78,6.484942879616777,3.4017489016467115,4.60749027473705,1.6231273911626936,Iris-versicolor
+79,6.24061397969155,3.1382214373134,4.803056442618236,1.640907903333145,Iris-virginica
+80,6.119140230252633,3.008378607229592,4.409986840302182,1.413239189628027,Iris-versicolor
+81,6.335651437462722,2.228358763814326,4.372135168242725,1.1560534249103178,Iris-versicolor
+82,7.291050895153882,3.392109999585183,6.131901034885328,2.20627938851631,Iris-virginica
+83,5.850572434690909,3.1174812005954537,4.240369248325423,1.3924985035944548,Iris-versicolor
+84,6.840486263559733,3.3006826499742883,5.094743073362664,2.3376489672834877,Iris-virginica
+85,7.7214138274481945,2.9924439840663664,6.052461339583928,2.231004122783132,Iris-virginica
+86,7.06316273005223,2.7459258330686978,5.794014496995447,1.973912008638186,Iris-virginica
+87,6.625743997223743,2.7551102144961135,5.884555734154602,1.6213556264556024,Iris-virginica
+88,6.30779740046594,3.2211055461250977,4.402339263059426,1.3486545913597525,Iris-versicolor
+89,6.623510340248709,2.871847966266953,5.125773511020448,1.6578637105684506,Iris-virginica
+90,4.908374164090432,3.0446062325261503,1.3318313506746378,0.07309794760895139,Iris-setosa
+91,6.726188110732503,3.2509243231402807,4.695437832069795,2.0719469179302847,Iris-virginica
+92,5.585268502585412,2.777346323564729,4.982208776744237,1.5366995853466299,Iris-versicolor
+93,4.996720159647146,3.187123444563195,1.2559060240568285,0.2195992246465075,Iris-setosa
+94,6.524813658324554,2.981161778842657,3.873656222109883,1.4403322895136883,Iris-versicolor
+95,5.633190648421047,2.5587342984753874,4.826908190357798,1.7874503713093473,Iris-versicolor
+96,5.216970910119247,3.7303670615072977,1.3121074805546755,0.26909326456240035,Iris-setosa
+97,6.5069469426046185,2.619264875716267,5.107372507317969,1.3333187010162235,Iris-virginica
+98,5.7654464790232325,3.063591327366587,5.08410749556692,1.7218431580217792,Iris-virginica
+99,4.508031639750544,2.952491147621188,1.5814469061506533,0.2003821236825565,Iris-setosa
+100,4.6215941626864225,2.8009458570423087,1.5024233345092848,0.1754783596782159,Iris-setosa
+101,6.108623133930374,3.202712649700993,4.586015649289914,1.813820282458289,Iris-virginica
+102,4.9114909745081,3.7525732417311675,1.3057069284625062,0.2670724587514972,Iris-setosa
+103,6.3119081579616,2.4064960832875975,4.541997435757222,1.5563754206226559,Iris-virginica
+104,7.7717890163689,3.029429082581987,6.596182163349385,2.2146285950214164,Iris-virginica
+105,5.044876709563533,2.9070304371688076,1.2507495478514747,0.31022451702408027,Iris-setosa
+106,6.520991886220077,2.9499691465546527,4.879101221832428,1.4855698583397956,Iris-versicolor
+107,5.996717632931575,2.9663780431138895,5.045743006381773,1.7274262140031993,Iris-virginica
+108,7.035449377799462,3.0532511895097536,4.748384469774021,1.148726927144879,Iris-versicolor
+109,7.190596233883917,3.003927246990303,5.77333980159429,2.1727831470783032,Iris-virginica
+110,5.304937491204102,3.108769277418726,1.3122684107899252,0.08492014293454228,Iris-setosa
+111,7.618713058271151,2.8835416555634503,5.808358739469503,1.8322212772626214,Iris-virginica
+112,6.331542882764976,2.7824310459662955,5.697910230055338,1.7667229662780075,Iris-virginica
+113,5.941173300176323,2.435548603118117,3.518001346519897,0.9990855718895703,Iris-versicolor
+114,6.579362889315779,2.873857820857767,5.229439740658703,2.218962093911388,Iris-virginica
+115,6.284913980200289,3.143706674657606,4.323001094016837,1.5278968857669908,Iris-versicolor
+116,7.176705789806309,3.29782951159762,5.423579853940119,2.3503890804541534,Iris-virginica
+117,6.24045479500569,2.678078602569289,4.396821467111605,1.28702525721388,Iris-versicolor
+118,5.2845086301130095,3.3738369730142637,1.395621809405612,0.2979126922842849,Iris-setosa
+119,6.3586039760107536,2.5170819788746086,4.268686661519613,1.3296001348184516,Iris-versicolor

iris/tvae/3/0/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor

iris/tvae/3/0/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tvae/3/0/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor

iris/tvae/3/1/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.536819328594687,2.802860887637952,1.2017290506719007,0.12931908801641348,Iris-setosa
+1,5.161123977355926,3.3505574132574636,1.422029493073866,0.2888793598428644,Iris-setosa
+2,4.378656761302917,3.2791163803898957,1.3976087319024566,0.07510481013865333,Iris-setosa
+3,4.451837697263031,3.345545410925233,1.3225845506206182,0.2514069844001898,Iris-setosa
+4,6.346253604382741,2.01170963243358,4.5475765769030945,1.3804410584842126,Iris-versicolor
+5,5.183289610322158,3.905956745275653,1.6002199907436798,0.30752818477932725,Iris-setosa
+6,6.795294365057745,3.3790895682471334,4.690543274927388,1.5067931775049108,Iris-versicolor
+7,6.416543853757081,2.9967314243006897,5.377111304115813,1.523218886546301,Iris-virginica
+8,7.4259400618890865,2.593906363121644,6.274365724683973,1.9225365627857256,Iris-virginica
+9,8.218996524997824,3.887501025566037,6.467127970968396,2.0104829246927816,Iris-virginica
+10,5.235449634037888,2.8301093200403984,4.128287786763337,1.327227366318596,Iris-versicolor
+11,5.690164578913082,2.322715194711935,4.823416892786029,1.4343182830699357,Iris-virginica
+12,6.705823789810002,3.051605215695162,5.0731588296032015,2.371673244567362,Iris-virginica
+13,6.777578822066486,3.1043898178490292,6.1617712525710555,1.8124921738235533,Iris-virginica
+14,5.878291411180378,2.962934711669881,4.934822506753004,1.8291664209252314,Iris-versicolor
+15,4.7388548686347125,2.7263170905964653,3.8841149826210417,1.4285496427827633,Iris-versicolor
+16,5.042121124873182,2.4078913473429733,3.8092027090904566,1.3822754803790773,Iris-versicolor
+17,4.203291436245385,2.8001790790897108,1.4156576886235859,0.1675929378216644,Iris-setosa
+18,5.059417797526492,3.3581374165090883,1.4702727127601536,0.0848144461821578,Iris-setosa
+19,4.6171515631082904,3.1901039853539914,1.327286318782128,0.25797218333313676,Iris-setosa
+20,5.984129593966205,2.629923167069049,5.261222808522491,1.8098513237075056,Iris-virginica
+21,6.407756757330372,2.504246872061685,4.758404851547596,1.6236788393889148,Iris-virginica
+22,6.541601056282612,2.8749702643930077,4.398932904942992,1.0893580383671295,Iris-versicolor
+23,4.448742043004621,3.135877183981216,1.289730620143963,0.14926718546245887,Iris-setosa
+24,6.82606403685973,3.047439493926588,5.178571019436278,1.8793182080351754,Iris-virginica
+25,7.215949173000264,2.7291707451790597,6.586023629435416,1.9148884245804318,Iris-virginica
+26,4.990966887932299,3.2680180018365954,1.438608153718723,0.1808545266434365,Iris-setosa
+27,6.036512384740111,3.2336667204067675,4.58413662313825,1.4139588503487017,Iris-versicolor
+28,6.91079353830179,2.9392996332709016,5.806198905704048,1.7211743899784073,Iris-virginica
+29,6.129936051189649,3.0107453443764247,4.248438072773802,1.2916640762403468,Iris-versicolor
+30,6.304629010539274,3.015322548408743,5.371473031445824,1.80835199539436,Iris-virginica
+31,6.224390838281206,2.689440347824049,5.4151842542990485,2.19411734360122,Iris-virginica
+32,6.591725531785782,3.0389090675109824,5.535154087657884,1.7007624195467905,Iris-virginica
+33,6.235755497197895,3.395532451741272,4.823566244268278,1.6048114309969497,Iris-versicolor
+34,5.970957445538962,2.4863068253877003,3.735259816419112,1.0540485202982546,Iris-versicolor
+35,6.548128182107229,3.0058351459960386,4.4570994194981886,1.5546351993807959,Iris-versicolor
+36,6.600989202079231,3.1170710907554806,5.467535161244901,1.9546626975931334,Iris-virginica
+37,5.32213297502169,3.911477040071171,1.4330194945250423,0.4783508034335828,Iris-setosa
+38,5.309682033133149,3.6177443476160676,1.4700049987020312,0.25637569900820745,Iris-setosa
+39,5.314804236222627,3.211739312232747,1.5932719767806423,0.33599405371013913,Iris-setosa
+40,6.003781043464503,2.5166562971656132,4.244647038939735,1.1918369520182137,Iris-versicolor
+41,4.934527042927757,3.1905645971160697,1.3770793499041218,0.20473896279978054,Iris-setosa
+42,6.002408070559748,2.998152331721154,4.48404928924071,1.428596660495052,Iris-versicolor
+43,5.416906665178522,3.3562028335055314,1.6043602912914785,0.3182156355263621,Iris-setosa
+44,6.1763697224367275,2.827757353026694,4.924925660565584,1.602299121726091,Iris-virginica
+45,4.347575345127337,2.870470269558311,1.3734695086105748,0.22483115965938488,Iris-setosa
+46,6.688105793600591,3.152090839610404,4.630038956266616,1.1348646065931425,Iris-versicolor
+47,7.495423962892505,3.171604151708967,5.714807693666952,1.8881875914576371,Iris-virginica
+48,6.8326054816448485,3.0693707198729068,4.6723481996057785,1.627401150580846,Iris-versicolor
+49,5.0565603129851455,3.1872938364471244,1.4793781765505787,0.3119847659213767,Iris-setosa
+50,6.587532774674443,3.001374940635611,5.309013333780982,1.9513670339485003,Iris-virginica
+51,7.191481903369494,3.1670804244136765,6.038882101181698,2.2705463422642698,Iris-virginica
+52,7.333714708405821,3.781722811952015,6.34907130667909,2.442156650178008,Iris-virginica
+53,5.554342517053458,3.614994458575945,1.359746660053038,0.23125861776271575,Iris-setosa
+54,5.420285283227383,4.025770965196287,1.5448479855978863,0.09736152094783115,Iris-setosa
+55,7.730405807200112,3.2093045988941578,6.194627031137504,2.1530945840240623,Iris-virginica
+56,6.778803487688116,3.056678163270073,4.742659302079929,1.3472747271437375,Iris-versicolor
+57,5.500319255650478,3.3412629711750177,1.5370045115511977,0.28844401076123877,Iris-setosa
+58,5.216434048913542,3.808063076149365,1.2762487184266202,0.353977760601474,Iris-setosa
+59,6.335765517910798,3.078737869190117,4.691019246732547,1.112170775774699,Iris-versicolor
+60,6.190815010249874,2.8900480937890274,5.251201425092809,1.6267648512521964,Iris-versicolor
+61,6.839744955991601,3.280376697027946,5.1751171413676245,2.3597530577770325,Iris-virginica
+62,5.34962911921281,3.6091844463204534,1.3260791616162708,0.25315539100510676,Iris-setosa
+63,5.003827845632544,3.708941201233925,1.373104199294295,0.2071977952446884,Iris-setosa
+64,6.606426927011513,2.991378195468859,5.09724569271347,2.2207409533946483,Iris-virginica
+65,4.392892337480875,2.9719450026856933,1.5719801218846652,0.18655227926832674,Iris-setosa
+66,7.084861742987363,3.0350493366258826,5.585935455083195,1.8013762199104417,Iris-virginica
+67,4.565066122762093,2.991288940868466,1.2696280549924712,0.20038245675888988,Iris-setosa
+68,6.740064266138085,2.820605693792571,4.844114976099335,1.5255129932071811,Iris-versicolor
+69,5.703401478014778,2.86409927310313,4.684078828613563,1.6216724924755308,Iris-virginica
+70,5.893136963675346,3.1789819520392832,4.721955884337368,1.5455893270015615,Iris-versicolor
+71,5.056715028847209,3.210711866925591,4.683215338030856,1.616913933242477,Iris-versicolor
+72,6.819757549674519,3.2261447945379382,5.50526171272784,1.9540703313651409,Iris-virginica
+73,6.317157577565628,2.8587279796676106,4.348347772880853,1.4212024714740288,Iris-versicolor
+74,4.708260933201412,3.0813762817088315,1.714114368898381,0.2542478666834677,Iris-setosa
+75,4.370859828243159,2.94677082350479,1.5341822031038372,0.20049715993190853,Iris-setosa
+76,6.48471334510632,3.3701354676979633,4.745270403970303,1.572740222696202,Iris-versicolor
+77,5.34686877008666,3.513966745686694,1.508423212348093,0.30013191519336085,Iris-setosa
+78,6.739731108642798,3.3277994338339227,4.631680288491593,2.0334727525883944,Iris-versicolor
+79,6.083845492663722,2.7035471340753423,3.6015743843481234,1.436639561508711,Iris-versicolor
+80,4.86641575321272,3.873895715511101,1.4703108845615824,0.3091114871378383,Iris-setosa
+81,7.256527610478574,2.9448577322502802,5.810940045864256,1.6208923232845749,Iris-virginica
+82,6.513078455294368,2.671752006061032,5.397539557245816,1.5682202642341005,Iris-virginica
+83,5.061147198805782,3.919643627483009,1.4438716291995504,0.3221492751661688,Iris-setosa
+84,6.248786457970995,2.5361353223440246,5.106734910190994,1.5960560558807342,Iris-virginica
+85,5.932857121918889,2.6651261728767484,4.542224610674187,1.359522788557899,Iris-versicolor
+86,5.993200896064002,2.7379635191543756,4.538388954202442,1.4270286168518294,Iris-versicolor
+87,4.712364385978016,2.859166067526846,1.5143224296998659,0.25732887691242406,Iris-setosa
+88,6.515723048114265,3.009324779614184,5.021511985015136,1.968791325187035,Iris-virginica
+89,6.794421436530443,3.1077849763823124,5.174994358647968,1.802304207646114,Iris-virginica
+90,5.2041713309433035,3.2826502744074673,1.466590822360441,0.16823024242508441,Iris-setosa
+91,6.039737919265911,2.515037802740564,4.77908091823353,1.584092277863254,Iris-versicolor
+92,6.54104761212743,3.218406494385069,4.244469361568272,1.4578846422632938,Iris-versicolor
+93,6.5744557888561665,2.995020817302219,5.453433567137112,1.9843767412387765,Iris-virginica
+94,4.847130298173038,3.2032380202180635,1.6021240345216063,0.30414474215454784,Iris-setosa
+95,4.403626459311335,3.2243363113029617,1.3126025385519404,0.1271739302175343,Iris-setosa
+96,6.729646595021352,3.2952107332219964,5.0717694564307045,2.1973447891117837,Iris-virginica
+97,7.277452029347004,3.423872475959053,5.545191501486956,2.351462941578899,Iris-virginica
+98,7.834438180134995,3.4801499448850852,6.064996054766412,1.9134776452770739,Iris-virginica
+99,5.553925072277926,3.0240600887434783,3.77023789509626,1.2715716779735584,Iris-versicolor
+100,5.000938896331882,3.5912348799713865,1.4236753561867366,0.19269709265694113,Iris-setosa
+101,5.285345658483498,2.656621185443782,3.853415279509669,1.032363518086612,Iris-versicolor
+102,6.077766591849571,2.8081748491564893,4.220538590452957,1.4965395639604442,Iris-versicolor
+103,6.994669567858138,3.259026315135777,5.6978778933050105,2.4083942215536336,Iris-virginica
+104,5.421100126531178,3.6489677332642914,1.4913301983329537,0.2502838765807263,Iris-setosa
+105,5.204096574367097,3.668006768365182,1.4475381148907498,0.20986248429023488,Iris-setosa
+106,6.626764474492297,2.8300579631674636,5.050484201274579,1.8274847034599535,Iris-virginica
+107,6.0789460950862315,2.9037054067120165,4.8818759664653015,2.0233506700904567,Iris-virginica
+108,4.92551500274099,3.087015633468952,1.4363601198851546,0.2457625017571727,Iris-setosa
+109,6.792268608717365,3.1868575828671033,4.230720130315635,1.6103672481565212,Iris-versicolor
+110,4.899690090560498,3.4096542839453052,1.6096795147870642,0.28894509048999006,Iris-setosa
+111,4.783880924299762,3.4273327711388175,1.4955076857305425,0.16774444657600118,Iris-setosa
+112,6.695346157224397,3.063917024538873,4.838147394855182,1.575436436551298,Iris-versicolor
+113,4.552922765769705,3.400241821541981,1.5323659956864226,0.3299073218433866,Iris-setosa
+114,5.258590356677434,2.6089196702279382,3.843102133301538,1.1661525431414377,Iris-versicolor
+115,5.04562864975736,3.3163615811460523,1.4559852926875654,0.2028116351912563,Iris-setosa
+116,6.4736212409953575,2.7489164951884186,5.16145161892954,1.5005272464899808,Iris-virginica
+117,4.379216114256139,2.5548805061391273,1.0932072014466299,0.03719977040314937,Iris-setosa
+118,6.523496059023469,2.1226366072788565,5.304367142052237,1.7254007852695912,Iris-virginica
+119,6.448691311125161,2.941448511029556,4.786490052276656,1.5473700614085562,Iris-virginica

iris/tvae/3/1/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor

iris/tvae/3/1/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tvae/3/1/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor

iris/tvae/3/10/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.937613557699752,2.7198547197972873,4.954713730272574,1.7951842163974556,Iris-virginica
+1,6.884514204127037,3.08884449837522,4.737214178934451,1.5575795625058555,Iris-versicolor
+2,5.943866566585089,2.674422519037087,4.544541645972565,1.6130157548979371,Iris-virginica
+3,6.372391516411127,3.4611403887902203,4.163744114022428,1.3555245252109323,Iris-versicolor
+4,6.7576972952004075,3.306967832202613,4.377634612976729,1.2725998807750696,Iris-versicolor
+5,4.431864262271862,2.9426153193923397,1.3091215548705206,0.16840554553275558,Iris-setosa
+6,4.873927201757143,3.083790494708261,1.3016840160031833,0.16532029496468448,Iris-setosa
+7,6.322822674044891,2.974615220935881,4.560892847344516,1.7183014855484968,Iris-virginica
+8,6.079048521379543,2.839055649037186,5.197263181398704,1.5364690287336153,Iris-virginica
+9,6.111561232053248,2.283560219862219,5.365946158075296,1.90450265892124,Iris-virginica
+10,5.179668884303915,3.4894727777511956,1.3758801574925004,0.2570907644464561,Iris-setosa
+11,6.784435194481034,2.731485277709237,5.046853384647114,1.5355593094001676,Iris-virginica
+12,5.133744374112055,3.0921036794189956,4.354699612954109,1.5111179171621372,Iris-versicolor
+13,6.384645205451156,2.4911701450207744,5.184905024374011,1.26658135970676,Iris-virginica
+14,5.6634843351798505,2.0772170253909845,3.3345231160607307,1.1236762370966675,Iris-versicolor
+15,4.877799349330403,3.5260425643315156,1.6167263876544924,0.27361108562481634,Iris-setosa
+16,6.549835010511224,3.2094036008601843,5.493770091661932,1.9537344847071347,Iris-virginica
+17,6.634460146694167,3.222155201025334,5.415016839617696,2.0896668349328045,Iris-virginica
+18,5.570381199895843,3.637339522002202,1.4096606057106613,0.1591605975969101,Iris-setosa
+19,5.9085231593141145,3.154135187972357,4.1650092435974315,1.380726112760294,Iris-versicolor
+20,4.750413300051043,3.470477610022646,1.6555214807482426,0.1838797886232163,Iris-setosa
+21,6.048418568370489,3.155626611034184,4.732809086996667,1.6513116765284932,Iris-versicolor
+22,6.525331730877255,2.9868075545803907,4.976987876300799,1.497378257398632,Iris-versicolor
+23,4.748555553180496,3.033013103308296,1.3030438945951752,0.18623304728169043,Iris-setosa
+24,5.211592838146754,3.289282196166457,1.300828250232183,0.24379435091242851,Iris-setosa
+25,6.850892093514533,3.0737611848352513,4.940225533777649,1.6361296239733265,Iris-virginica
+26,6.66533310686395,2.8903919364939576,4.659112130574735,1.5568979123524656,Iris-versicolor
+27,6.865371647281922,2.982228359101363,5.236153534887538,1.9207867056355292,Iris-virginica
+28,6.154506442049471,2.2845566435389775,5.071374805991882,1.5338019206542337,Iris-virginica
+29,6.724536462664517,3.3056061070800693,4.709557052990226,1.8103687532124837,Iris-versicolor
+30,4.86291402825414,3.1092270010548964,1.345678527425711,0.17257124745589597,Iris-setosa
+31,5.224175772856934,3.5740303016553767,1.462363590278017,0.27875120263211095,Iris-setosa
+32,4.685213464529371,3.4174951885668503,1.4026352569532587,0.23832356614090766,Iris-setosa
+33,5.151743921700035,4.247232123325921,1.4608676749346607,0.3191126812127945,Iris-setosa
+34,6.304088206283742,2.9339150609493387,4.2042589363539555,1.4328916951746962,Iris-versicolor
+35,7.951769885226123,2.9441514860466427,6.829968220128766,2.218732705985023,Iris-virginica
+36,6.345948820404894,2.6380324559451194,4.919850326976603,1.3479062775665174,Iris-versicolor
+37,5.0250707338419875,2.369764559033257,3.6802557078177998,1.0361918951271731,Iris-versicolor
+38,4.776724659675357,3.2025302448620057,1.5593612415856577,0.18421343704971782,Iris-setosa
+39,5.2514991930812736,3.125941891356349,1.5056777161735413,0.23106540768892692,Iris-setosa
+40,4.984216775103462,3.1297489083650487,1.098332569553309,0.1740676991685188,Iris-setosa
+41,6.818349299848748,2.87645851860065,5.764499268483792,1.6446551511874246,Iris-virginica
+42,5.825403821065331,2.7889498874212757,4.2315166573436525,1.2859446755029351,Iris-versicolor
+43,6.361132376437631,3.2887609787961702,5.05702139390259,2.000951623411758,Iris-virginica
+44,6.2419659876417075,2.1412049296817663,5.462153044354457,1.199840720907397,Iris-versicolor
+45,5.1186916966635385,3.062229312360333,4.68167877861968,1.556184125640691,Iris-versicolor
+46,5.978518714339444,2.8743146536595128,4.565234651843861,1.539692183694017,Iris-versicolor
+47,6.3764920454746,2.675065613630163,5.344552536092039,1.8676318845370479,Iris-virginica
+48,6.755012734277017,3.4882067484562262,4.621990604756336,1.5889989125652322,Iris-versicolor
+49,6.063021799609051,2.9796034795738016,4.4624818574852645,1.938280109470209,Iris-virginica
+50,6.724877336235181,2.5475937195853695,5.1038948689983625,1.7126610960849482,Iris-virginica
+51,5.190149847833028,3.662609566151057,1.3621887846867298,0.17556629634185772,Iris-setosa
+52,5.797665767596658,2.7612659637202577,4.847227766470441,1.0590224389427467,Iris-virginica
+53,6.7682943297970795,3.1401754743674672,4.640414642590127,1.6617388047720165,Iris-versicolor
+54,5.959442916981933,2.255593007096784,3.8935403557957864,1.057274005279465,Iris-versicolor
+55,6.217337023543903,2.9104726749122576,4.989481387269542,1.7268122262974377,Iris-virginica
+56,6.7247610517268805,3.109441934250534,4.490159558169511,1.5090540628143465,Iris-versicolor
+57,6.750128186137578,2.6062766233347507,5.5817112810393334,1.7429426116820965,Iris-virginica
+58,7.491361893274874,3.2164593836368223,6.300642677931495,1.9584723352079614,Iris-virginica
+59,5.052864638687961,3.3760069246943156,1.599610270469444,0.23350711520677028,Iris-setosa
+60,4.472949035910909,2.877140010133225,1.5070617911698512,0.2342309711460975,Iris-setosa
+61,7.823491690649007,3.7056460726139906,6.548125578695521,2.105539687031831,Iris-virginica
+62,5.549105041770102,3.5574135691591326,1.4365594836540918,0.22774700606446208,Iris-setosa
+63,6.729047082040843,3.5327332314411724,5.894982573319617,2.4464548489293363,Iris-virginica
+64,5.839129268422785,2.9730533232045593,4.0282477511150505,1.3928215937521324,Iris-versicolor
+65,4.5074684683176836,2.933261006817393,1.4395913838995427,0.17679417792171476,Iris-setosa
+66,5.742818199259702,2.4024603014726535,4.104617370802624,0.9953863781597339,Iris-versicolor
+67,5.604027944948644,2.2141496914405168,3.7839721815628673,1.183579909042037,Iris-versicolor
+68,6.19292373363142,2.8415589359206797,4.464370097710793,1.3915926473901663,Iris-versicolor
+69,4.4384617291884485,3.1145865272281212,1.1603682382134295,0.16723148541383148,Iris-setosa
+70,6.952618993263602,3.195326989920806,4.879262790652087,1.946098478876339,Iris-versicolor
+71,6.5538655753383965,3.079158860637554,4.255136992791315,1.5020869578919547,Iris-versicolor
+72,4.6125006758285325,2.728187767328913,1.5729332302524466,0.21112501425445163,Iris-setosa
+73,6.59245315409441,2.9860824442525855,4.346534090872108,1.5656807024739428,Iris-versicolor
+74,6.589372904543002,2.9545693285683416,5.463321710611403,1.9842333401522125,Iris-virginica
+75,5.541941606194454,3.5155300528850812,4.876687838906475,1.895620003506566,Iris-versicolor
+76,6.270516419543503,2.9152325179711167,4.844662950732293,1.5726873309059133,Iris-versicolor
+77,5.295380594280636,3.311827026754801,1.4793467804025064,0.17626309617437153,Iris-setosa
+78,4.660630466580747,2.9358257668646304,1.0595582359956612,0.1354962190016715,Iris-setosa
+79,5.177055068929376,3.2682402751720354,1.4100044546930404,0.20945531335868867,Iris-setosa
+80,6.553977632630837,3.0286060628452454,4.6636974824639115,1.1555054775397435,Iris-versicolor
+81,7.489136987966154,3.456559766121047,5.937073298630045,2.186531675843635,Iris-virginica
+82,4.817234677662861,3.7474931396924296,1.3551377380091765,0.32622355531927566,Iris-setosa
+83,6.571048766883018,3.303292432716409,4.799774801877417,1.5798813779687706,Iris-versicolor
+84,5.130455930374793,3.131218045928183,1.2566700208427126,0.15716052668203567,Iris-setosa
+85,6.022957692971672,2.7716332673638844,5.384652394229747,1.7418798012264962,Iris-virginica
+86,6.576516818492163,3.4658794459226336,4.206154924868338,1.600485444539084,Iris-versicolor
+87,5.306976721819618,3.9972168155899204,1.2317398497166954,0.35817623218823746,Iris-setosa
+88,6.612301492799053,2.9475547943288234,5.3893953090221505,1.9332131293555606,Iris-virginica
+89,4.842026744248069,3.2091757617705903,1.4071164802326621,0.1727283136721086,Iris-setosa
+90,4.977996934320403,3.2830249751847265,1.2582028344923635,0.12932142462763965,Iris-setosa
+91,7.0188779834637325,3.1618626029856713,5.5432354663386265,1.9293049498989343,Iris-virginica
+92,5.562038719223315,3.847879762420283,1.6243292817157218,0.2789483470558283,Iris-setosa
+93,5.411953561140667,2.574085070709377,3.878828021034149,1.3339198380272492,Iris-versicolor
+94,6.432908804661997,2.937296129669392,5.3895566604482275,1.9287850105599906,Iris-virginica
+95,5.305570778716877,3.4842394777927326,1.6276034802019124,0.34726801938190244,Iris-setosa
+96,6.146513471711113,2.6066922302059354,4.451858052801488,1.2584898342021162,Iris-versicolor
+97,4.967872198136185,3.5869419921142236,1.5921369390549152,0.30147464299726456,Iris-setosa
+98,7.065756089791893,3.1036168628836647,5.857006322326773,1.9489976139576592,Iris-virginica
+99,6.572599217312891,3.3856320822134855,5.44506174896642,2.1547124210306676,Iris-virginica
+100,6.381735806671398,2.665267298858257,5.525627028622254,1.7041563172236085,Iris-virginica
+101,5.825915284357649,3.0753086084718047,5.269054558089905,1.9503504170174426,Iris-virginica
+102,4.300123952545306,3.159146262124163,1.3704132768325707,0.29677568873646676,Iris-setosa
+103,6.353040387148769,2.4557955276438728,5.334933269039773,1.5998815304906064,Iris-virginica
+104,6.403032323914226,3.331353231605269,4.594426476248275,1.4190423017921379,Iris-versicolor
+105,5.202335166547449,2.3763966866887385,3.623840396265516,1.3237180260714367,Iris-versicolor
+106,5.195749484959714,3.454360716594221,1.7223989095586552,0.26797137386046177,Iris-setosa
+107,6.5173616271087855,2.587447625792795,4.496836182020979,1.1427679264062152,Iris-versicolor
+108,4.38795263529063,2.9458414658731735,1.4677804361778115,0.21349581446317878,Iris-setosa
+109,6.396184760413949,2.957868204627127,5.365207058140422,2.073271495593556,Iris-virginica
+110,4.289901949618541,2.684347638134194,1.092516528187398,0.17674897807277878,Iris-setosa
+111,5.551315352097249,2.6472170572141662,3.9037497044089142,1.3886296115132086,Iris-versicolor
+112,6.97392035152075,2.9758980059320037,4.990227144007969,1.9908285108832162,Iris-virginica
+113,5.193208593323242,3.4569985064197484,1.2417032430014685,0.22864495591792863,Iris-setosa
+114,5.978668459774706,2.9514563226243133,3.885910393073054,1.4132240816827786,Iris-versicolor
+115,4.957363280348667,3.714728646247874,1.5586382872456164,0.12418627645511743,Iris-setosa
+116,6.533613929911949,3.079030817651068,5.675550189873081,2.083074314723182,Iris-virginica
+117,6.314768017107399,2.249558911875407,5.622128875593672,1.5294750115095248,Iris-virginica
+118,4.714998524243513,2.917111430623808,1.4804093618353042,0.27591370858729913,Iris-setosa
+119,5.150969979725587,2.879026493892233,3.9770695792144632,1.1204985100968123,Iris-versicolor

iris/tvae/3/10/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor

iris/tvae/3/10/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tvae/3/10/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor

iris/tvae/3/11/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.2640298393176375,2.6266596640720112,4.5533999839303,1.4449700911593717,Iris-versicolor
+1,4.992152965010314,3.5689286707190258,1.632049636918961,0.29096312014910874,Iris-setosa
+2,5.8903144552635265,2.80904547289909,4.462247019862949,1.1826934180919229,Iris-versicolor
+3,4.271647128442034,3.3851830578041033,1.4034521748907882,0.33173879977139487,Iris-setosa
+4,5.136081801709063,3.530318176916657,1.3099082897259096,0.2203646680369115,Iris-setosa
+5,6.181259045129883,2.4662818463169724,4.629410953702567,1.4781882458416549,Iris-versicolor
+6,4.905174963460214,3.1870205457746477,1.3266714310089316,0.20550849919860506,Iris-setosa
+7,6.736849435379552,2.9291744883388793,5.4041781332989,1.9327808405237283,Iris-virginica
+8,4.956866770484226,3.3979815420995867,1.25264788644143,0.13100053345981985,Iris-setosa
+9,6.202474647050047,2.9798494276465313,4.725111813841821,1.4454236402943095,Iris-versicolor
+10,6.531745188608427,2.511277694289568,5.5333157799982775,1.9231186099652047,Iris-virginica
+11,6.433440181878749,3.06462250223674,5.26351125520222,1.9350124126572221,Iris-virginica
+12,6.378906215241889,2.81522060883199,4.5100624645417895,1.0348648254615695,Iris-versicolor
+13,5.621804222125357,2.720341005509332,4.820414499645709,1.48457693176878,Iris-versicolor
+14,6.167608884417935,3.1800173877172364,5.125333534998162,1.7261841805884608,Iris-versicolor
+15,4.965569003868658,3.543093736829829,1.3427115522724475,0.2547352258390799,Iris-setosa
+16,6.674208704827753,2.968679583214735,4.397672096104323,1.6218156017856376,Iris-versicolor
+17,4.7004985862036595,2.871752941275025,1.333587883313886,0.1370396979265429,Iris-setosa
+18,6.078825687984453,2.8884954575259196,4.300601585576132,1.362894966164493,Iris-versicolor
+19,6.040285573882578,3.178227917584974,4.964517605662573,1.5486237400412777,Iris-versicolor
+20,8.185323138256487,3.3715667201633437,6.726352132197297,2.51253136921385,Iris-virginica
+21,6.721763010692722,3.097740174476505,5.942850242235382,2.190907231361977,Iris-virginica
+22,7.173292679401084,3.1861753803138564,6.30244639723814,2.112015753803597,Iris-virginica
+23,5.251623114829962,3.0404752254725813,4.397293422177524,1.2326000269938557,Iris-versicolor
+24,6.302191446000391,2.522492425019558,4.654040747820372,1.4573033237589597,Iris-versicolor
+25,6.7449503767202215,2.848549373616498,5.615777216511323,1.6818285934493986,Iris-virginica
+26,6.428229127867504,3.230635960266242,4.796105543628933,1.6208550551743843,Iris-versicolor
+27,6.182263051156754,3.1033713840030455,4.558362462343515,1.4275089113353825,Iris-versicolor
+28,6.483970503818485,3.0708726398857333,4.83153545604893,1.5916447232321382,Iris-versicolor
+29,6.523297154133639,3.0766429550531225,5.870442168939645,1.8539836642576561,Iris-virginica
+30,6.584956278596909,3.219491399003336,5.814662060527593,2.3681783305222766,Iris-virginica
+31,5.24316127974576,3.539821759499309,1.530666159762563,0.24654512936211628,Iris-setosa
+32,6.4748345181238,3.112442762590495,4.397011190150462,1.3841507021882025,Iris-versicolor
+33,6.123687425640387,2.579695631777173,4.6858325020687674,1.7769404342937378,Iris-virginica
+34,5.3232119806800275,3.1151021424837655,4.878573962581646,1.457790406965575,Iris-versicolor
+35,6.648215670512501,3.199705756126597,5.513311535566112,2.1415776248181793,Iris-virginica
+36,4.297321082431906,2.723861003020738,1.1868246622762688,0.2629815819280696,Iris-setosa
+37,6.881315111428995,3.1029724456418073,4.503046690142494,1.4777516430774633,Iris-versicolor
+38,6.5912002477700335,2.7474323302434778,4.655557076314971,1.5869075012125782,Iris-versicolor
+39,5.130025619947165,3.0814034513022652,1.1725930388595576,0.21798028533033736,Iris-setosa
+40,6.221103786959012,2.9045570846261737,4.766805845198821,1.6803869949913863,Iris-versicolor
+41,5.5466259428141464,2.85376150165916,4.127696395349417,1.4060121432499237,Iris-versicolor
+42,4.983989248475109,3.068592753816412,1.245647059575151,0.20288031296262657,Iris-setosa
+43,4.925112380126037,3.315441639263066,1.478355064264711,0.15468751800680863,Iris-setosa
+44,4.814444630611229,3.1006336708990574,1.402751680755276,0.21405089317555806,Iris-setosa
+45,6.311683210347839,3.278209527691873,4.9618014508951305,1.4645899964734843,Iris-versicolor
+46,6.419821684588273,3.1945269451498857,4.8798934949239205,1.7011138969514177,Iris-versicolor
+47,6.574654974894871,3.4147757177320868,5.27453895968643,2.1621337551829245,Iris-virginica
+48,5.333652719467201,2.795146603520552,4.188076057287648,1.4110976998448566,Iris-versicolor
+49,5.815475413775752,3.057097477937582,5.174638930604767,1.5129561177044082,Iris-versicolor
+50,4.750401427710907,3.1117744508919385,1.3545035427785344,0.1355565129704463,Iris-setosa
+51,6.2982015035502865,3.08173161452876,5.1949735558157615,1.524441421752631,Iris-virginica
+52,7.605242295588173,2.9738965328613576,5.797549420910321,2.1181345887042196,Iris-virginica
+53,4.866193019565715,3.309547499731222,1.5337784196974253,0.21242063991877713,Iris-setosa
+54,6.482458897836925,2.937650449456465,5.366260293444129,1.9872308362587447,Iris-virginica
+55,4.266098103059475,3.7755214632303398,1.332974075015103,0.08740370272900716,Iris-setosa
+56,8.244570229127653,3.3931025186858284,5.999281388498789,2.118214784437411,Iris-virginica
+57,5.0655604503251626,3.2880092966515835,1.6050043389988429,-0.03745591302880058,Iris-setosa
+58,6.3617569155357145,3.032527637392238,4.391538837972068,1.7549641119774455,Iris-versicolor
+59,5.21256870319495,3.349549790393943,1.2867578619398257,0.19045998704782516,Iris-setosa
+60,5.055261016926622,3.7772688529489487,1.6873581795355221,0.2827175013548158,Iris-setosa
+61,6.929865421529542,3.2799579090268067,5.57401575715452,1.9275051301450086,Iris-virginica
+62,6.209243328920947,3.1557774028515957,4.656873203774676,1.3760019415407738,Iris-versicolor
+63,6.190693099521682,2.8249435620737797,4.968170378837171,1.8090375853104672,Iris-virginica
+64,7.300511303574741,3.279814789107383,5.350805526956486,2.268456546795847,Iris-virginica
+65,6.258825943448958,2.981841680627539,4.7045849206173225,1.4922883571863754,Iris-versicolor
+66,4.539714551570897,2.9932261456543396,1.3096429950298454,0.2855154882030179,Iris-setosa
+67,5.70659777842722,2.5049890862321034,4.925485038925911,1.5715956903428991,Iris-versicolor
+68,5.169481029305229,3.860680537750643,1.4768307027776169,0.2365480179358101,Iris-setosa
+69,5.121564803268705,2.5002382232204425,3.969815293407052,1.0809626937130863,Iris-versicolor
+70,4.8483268732621125,3.1294051144212256,1.3383775839970589,0.12053966518272399,Iris-setosa
+71,6.697303578756307,2.7023293268357147,5.2549146443976715,1.5562914136801986,Iris-virginica
+72,6.611499022803147,2.809219756902068,5.190456224475356,1.6724175544044917,Iris-virginica
+73,4.74924922703509,3.069163296680264,1.2121983061507038,0.0905989487913191,Iris-setosa
+74,6.6565701210474755,2.6420638156189598,4.776643341169192,1.5302077206871765,Iris-virginica
+75,6.522393806970447,3.0689388917551454,4.517469178209603,1.6152723998472713,Iris-virginica
+76,6.846256215538044,2.8992459868846483,5.307889778280204,1.964899018744455,Iris-virginica
+77,5.530778117213962,4.295717691253468,1.4744871392008545,0.3068829315421388,Iris-setosa
+78,6.094550222223716,2.6174007749871175,5.179084487143658,1.92080822159793,Iris-virginica
+79,5.4512111339710225,2.7052610490899123,5.747587210571121,1.4186703011277197,Iris-virginica
+80,6.483902556429519,3.420622795709791,4.927953431027776,1.2417170505063504,Iris-versicolor
+81,4.7285984796945355,3.6588282200695827,1.2597477250433509,0.26140827152691604,Iris-setosa
+82,6.237621177700682,2.729672602964558,4.881772758401172,1.7000095867693228,Iris-virginica
+83,5.4882460883306505,3.2974597444773543,1.2807650421485668,0.15746065591683228,Iris-setosa
+84,5.12602254437833,3.5174591406402427,1.4628559429852617,0.30834165101081557,Iris-setosa
+85,5.961552732027819,2.8010012942148177,4.439014855214845,1.4987831053743106,Iris-versicolor
+86,6.174346511862931,2.708964833363074,5.218448831289527,1.9017922464454253,Iris-virginica
+87,4.977399998644546,3.4424479825436993,1.4789761433351223,0.21716747172098433,Iris-setosa
+88,5.929068741180366,2.1001067762624244,4.591934720183118,1.3369000435639191,Iris-versicolor
+89,6.247400489943161,2.42078913770706,4.354663701841675,1.3641070022423003,Iris-versicolor
+90,4.787791615422509,3.3325807935302683,1.145545243807614,0.2285356713516763,Iris-setosa
+91,4.769267974746814,3.2680167232538437,1.2437052708913696,0.26867668217861906,Iris-setosa
+92,5.286522974928772,3.4998361241684783,1.3453617155512996,0.1874283497514205,Iris-setosa
+93,7.6276533101014445,3.2453362837057904,6.57382058441525,2.4060543588251937,Iris-virginica
+94,4.3104457402425185,2.6927039067509217,1.2617823853267058,0.04592194290679,Iris-setosa
+95,7.127461075935332,3.0805798577114034,6.2630522534581825,2.1666940881676866,Iris-virginica
+96,6.575161182666939,2.7958547160239724,4.84871141658462,1.840612760028149,Iris-virginica
+97,6.553957124151577,2.786477475372206,5.995086701033758,1.744940596141673,Iris-virginica
+98,6.900520811922564,2.799154998657401,5.413805990349569,1.971999172530099,Iris-virginica
+99,5.139018962529167,2.4648835453966993,4.403478684291676,1.0086790634101308,Iris-versicolor
+100,6.828848159661263,2.7401704841125794,5.154521458764057,1.6272211108259882,Iris-virginica
+101,5.263959312950487,2.9343099761923903,4.7945243620672615,1.238518901990664,Iris-versicolor
+102,5.152409193698658,3.3974702861698995,1.2604294411027401,0.3090581927499766,Iris-setosa
+103,4.371019003760546,2.8099458874869856,1.3497836343258143,0.23758193528605584,Iris-setosa
+104,5.04915522624952,3.2699340933349648,1.6017419597097127,0.10102162797970088,Iris-setosa
+105,5.235045057779997,3.662874629392098,1.2928877053509655,0.18171762410417502,Iris-setosa
+106,6.627200826739493,2.98732864451693,4.402842029639838,1.5597949499453954,Iris-versicolor
+107,5.27213427008,3.882580233778952,1.4814751321775415,0.44036091067845984,Iris-setosa
+108,6.979186838789669,2.971718642371049,4.964706553439675,1.6934213106491716,Iris-virginica
+109,6.04710068036432,2.3559550442045545,3.998981290637388,1.28366459241295,Iris-versicolor
+110,5.625978381001294,2.41520817691083,5.201062844263468,1.5238421283120471,Iris-versicolor
+111,6.267667199970685,3.0877527320988403,5.723734918887638,2.250918275216875,Iris-virginica
+112,5.083221404175996,3.646197089041416,1.6252057931289459,0.2261740605633552,Iris-setosa
+113,5.166839588755002,3.2304320492081313,4.611377801805747,1.2164568965805393,Iris-versicolor
+114,5.817450936328706,2.283899582786476,3.3528298250447133,1.0780609233252867,Iris-versicolor
+115,5.103254487977063,3.4786253440103887,1.4663759557795046,0.37935462160020145,Iris-setosa
+116,7.61520755905513,3.025739368239218,6.458930683406134,1.9989251096841207,Iris-virginica
+117,4.768098252496574,2.944200138253829,1.210535409481975,0.16719209628743698,Iris-setosa
+118,7.436296206109912,3.0444119622770107,5.917967860930931,1.7063768240810533,Iris-virginica
+119,6.334903615158518,2.5910242898659672,4.46372804441772,1.346128350689828,Iris-versicolor

iris/tvae/3/11/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor

iris/tvae/3/11/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tvae/3/11/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor

iris/tvae/3/12/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.204436450459041,3.150653957972154,4.634235879823019,1.382056323667165,Iris-versicolor
+1,5.97131381086097,3.194416269557607,4.241412254989486,1.6477457569156129,Iris-versicolor
+2,6.251022698725529,2.446270241716259,4.296526813380805,1.57726859276511,Iris-virginica
+3,5.5275796018686245,2.8548093568087993,4.492959988760532,1.1864761894361264,Iris-versicolor
+4,4.836747849907823,3.235992554422918,1.4673519322658752,0.17398579873990305,Iris-setosa
+5,4.720559175920805,3.9578634667319292,1.3349826567474892,0.3946454886606242,Iris-setosa
+6,6.3362185356256,2.907497440532592,4.92490024670073,1.5709050577285883,Iris-versicolor
+7,5.703157354688603,2.3380179608618565,3.914734858560106,1.0742487123208615,Iris-versicolor
+8,6.357421491226354,2.850124404177663,4.193484442639601,1.1843898806361846,Iris-versicolor
+9,7.2454507018337875,3.098032885806762,4.733408104023921,1.6916704784224095,Iris-virginica
+10,6.5131730723764365,2.817981353464408,5.765546872856109,2.0253747876416353,Iris-virginica
+11,4.772053798376889,3.13418555571846,1.307963262881466,0.15184953866590484,Iris-setosa
+12,6.954604301226031,3.347388329140669,4.3893532122161565,1.5699324898634566,Iris-versicolor
+13,5.873914515469886,3.133293102666435,4.308301270720703,1.3593267031481553,Iris-versicolor
+14,7.0008259437946885,3.2305599986555196,4.422164530952118,1.7100774347419403,Iris-versicolor
+15,6.200421361513296,2.656275352675351,4.398299545093901,1.3972186322199975,Iris-virginica
+16,6.599465354816308,3.360152003482432,4.356280650073024,1.207545199788518,Iris-versicolor
+17,4.958913105242131,2.9953406779680365,1.2291389983318224,0.10218726600713507,Iris-setosa
+18,6.311764483924685,2.851780639651022,5.102181885036534,1.5704122865893249,Iris-virginica
+19,7.045047715171307,3.0916591731327996,5.070848593206558,1.9885372672155812,Iris-virginica
+20,6.507171023112972,2.979817589447788,5.290663379222322,1.7048671242990927,Iris-virginica
+21,4.362017625798777,2.570628002332104,1.1725510801665155,0.0966781698384575,Iris-setosa
+22,7.089920547129938,2.714715557745955,5.460420562211395,2.0655298489379055,Iris-virginica
+23,5.271327924314984,3.3993140305175515,1.3576612141660562,0.09988449248368486,Iris-setosa
+24,5.621646707818291,2.7373594420959972,3.9366131109215265,1.3658992814017459,Iris-versicolor
+25,6.278553395592264,3.1200577377190126,4.071942694785604,0.44956631918608225,Iris-versicolor
+26,4.551109235939468,3.1870253685938144,1.501245684602517,0.19790171590736802,Iris-setosa
+27,6.050538751344334,3.158263626258617,4.418767511239651,1.477773351398504,Iris-versicolor
+28,5.492730206707363,2.668510631750324,3.728206242051753,1.3764149962986776,Iris-versicolor
+29,4.803598948446363,3.2720815145192828,1.3042615024996431,0.15901042173698574,Iris-setosa
+30,5.219245421153525,3.2840875809615,1.582823304735682,0.20824363154552386,Iris-setosa
+31,6.606786759350272,2.8773870451174033,5.312525497068264,1.6284438391804454,Iris-virginica
+32,6.045128662493336,2.4164353615356893,4.391865840610302,1.573631346424582,Iris-virginica
+33,4.423681774588189,3.0913610292603266,1.4681034913804583,0.22414730064325045,Iris-setosa
+34,6.295203577115195,2.7988999758916964,5.573129248619424,1.7844508445698755,Iris-virginica
+35,4.751122586387989,3.0470807368837023,1.519406381801032,0.2977084293343746,Iris-setosa
+36,5.833850239886961,2.7150833184361858,4.256011809126454,1.3839753657687586,Iris-versicolor
+37,6.406004588753772,2.7748215790594073,5.617133368652454,1.8591521224551775,Iris-virginica
+38,6.600032979141124,3.0209707618726434,4.822137887565746,1.6083935366125541,Iris-versicolor
+39,4.770507216370404,3.248667453735095,1.3950091097678265,0.1948951502476574,Iris-setosa
+40,5.054605424103542,3.395699084677319,1.4100361911973713,0.24883196085576617,Iris-setosa
+41,4.903963645310164,2.7491171619541537,1.5261384989687021,0.21982062252991466,Iris-setosa
+42,5.421160099209606,3.457213572916297,1.4128631188460232,0.2742187777974734,Iris-setosa
+43,6.876966722833788,2.6560126711898118,5.690124468816635,1.8004929290219376,Iris-virginica
+44,6.138521117813223,2.6181853106362105,4.553242540425569,1.5116939102451603,Iris-virginica
+45,6.187065736988795,3.005880928253509,4.847445178120512,1.6104047564738388,Iris-virginica
+46,4.956657280487137,3.1882894705839964,1.1845413435119088,0.3144664274046291,Iris-setosa
+47,7.8222426949277395,2.949712102876879,6.213520783437829,2.183901954974373,Iris-virginica
+48,5.430938063552516,2.7703015050085074,4.137297735358491,1.4791853008556777,Iris-versicolor
+49,6.667344300897275,2.8991786139944464,4.873961229278052,1.6959461089901915,Iris-virginica
+50,5.320185228734406,3.1042723358134214,4.445420580470552,1.820230440126274,Iris-versicolor
+51,6.18141470089513,3.114979588098815,4.7743855530165655,1.8131356660762323,Iris-virginica
+52,6.056856137621127,2.9784024110690512,4.976466092687903,1.6510618635351384,Iris-versicolor
+53,5.315752171246482,3.9183873667166367,1.3944156570067174,0.2702187502587549,Iris-setosa
+54,7.311961016799589,2.9905199232669997,6.195440047724032,1.92815249540365,Iris-virginica
+55,6.061426431304973,2.84888324655643,4.413661560039673,1.474691181621893,Iris-versicolor
+56,6.673577812731678,3.204477799503592,5.421219610065913,2.2453231747865683,Iris-virginica
+57,4.522687759843717,2.3925103358148387,0.9782004455598083,0.10875789578456044,Iris-setosa
+58,4.98715190091283,1.895721714372452,3.9400662754816906,0.9093631567763615,Iris-versicolor
+59,7.540574367463693,2.573495933278807,5.888755060455673,1.631564114061123,Iris-virginica
+60,5.529719526037751,3.516142441609868,1.542903592263406,0.16327809746993766,Iris-setosa
+61,7.723001407818597,2.9939523426506653,6.760232083961018,2.1137695209671423,Iris-virginica
+62,6.890675322714271,3.0739225454675374,5.537613178272503,2.1528278708150705,Iris-virginica
+63,6.756941772326307,2.901683266270272,5.576847847985272,1.751188883355965,Iris-virginica
+64,4.923106929698609,3.2740611535542112,1.6401591415435255,0.23562150516160854,Iris-setosa
+65,6.359968694493426,2.64162552540061,4.90846539599028,1.3060150695159143,Iris-versicolor
+66,6.122206460871176,2.886602367248943,4.519218552793248,1.2073112743065821,Iris-versicolor
+67,6.666100312948777,2.789288588564199,4.627089406012888,1.3309994623482626,Iris-versicolor
+68,6.795418012938615,3.278365734225809,6.0946503896375415,2.014550632726378,Iris-virginica
+69,3.9996117795792316,2.6391716958621894,1.3029003090008078,0.2084950802119258,Iris-setosa
+70,6.129469386571008,2.9494747553015754,4.627699100043541,1.563376758067609,Iris-versicolor
+71,6.438104983559746,2.888690041421797,4.992164873196473,2.0734724966944995,Iris-virginica
+72,5.174952011586731,3.307807769096532,1.3714300805642214,0.10846177990953246,Iris-setosa
+73,4.980482459994366,3.608142125657049,1.4992163073064662,0.40831983687396944,Iris-setosa
+74,5.4441340476518,3.5837286270201756,1.5494643078153796,0.3489210231501685,Iris-setosa
+75,6.730161161489502,2.573425381373486,4.064432999601334,1.3234735424929973,Iris-versicolor
+76,4.7704631128243715,3.151712587581648,1.5915962809008866,0.245197072056679,Iris-setosa
+77,6.0722019732412855,2.9900635098831643,4.554415810892874,1.3758764092482485,Iris-versicolor
+78,3.893774794808831,3.0171099934614953,1.3783591888663824,0.20868410569989854,Iris-setosa
+79,7.111547305103521,2.6857516015140863,5.559263128244122,1.6081469810366498,Iris-virginica
+80,5.112237232841289,3.435411316252303,4.55705084981781,1.5642996936873808,Iris-versicolor
+81,6.181524925601726,2.5095856196718405,5.379153343953585,1.542393920802329,Iris-virginica
+82,6.041111274792748,2.681045028651884,4.5143151761713405,1.443269083850329,Iris-versicolor
+83,5.236426292151117,3.4169387464985244,1.6226355751502135,0.24716760794335307,Iris-setosa
+84,4.879229033438416,3.117517158723682,1.7102388390312662,0.18767283944515,Iris-setosa
+85,5.724816488370154,2.5078119769182963,4.113837646596294,1.5100401606877847,Iris-versicolor
+86,4.646369614734916,3.0450880687673423,1.4218984593135833,0.17748757765562742,Iris-setosa
+87,6.106572488888528,2.943144025948155,4.267529506442936,1.2042485185319838,Iris-versicolor
+88,4.762375781581601,3.3279530182159656,1.3050329632912143,0.2063223771346722,Iris-setosa
+89,7.082982004273525,2.9481421036351865,6.148251713403167,2.1765812542163046,Iris-virginica
+90,5.270638783944007,2.964570008905375,3.840474778212287,1.29138437536181,Iris-versicolor
+91,7.083345878495101,3.1022495522379283,5.714223677849717,1.8831295891601307,Iris-virginica
+92,6.210357450688321,3.1644452442704774,5.174651435944571,1.913758675432361,Iris-virginica
+93,4.654247024275592,2.9996232040948487,1.316778173109634,0.25945829361825534,Iris-setosa
+94,6.88717061735821,2.6319683144485277,5.775836842519767,1.827271661299945,Iris-virginica
+95,4.637882908961713,3.3731067554817935,1.5139841728161152,0.26950744904067303,Iris-setosa
+96,5.144825259193133,3.4245871686930673,1.5491332749751507,0.1786414793300334,Iris-setosa
+97,6.177366379811264,3.251727362445615,4.744274928911094,1.5434585390470714,Iris-versicolor
+98,5.918247619670283,2.503633663581331,4.82276498145111,1.2689916451179037,Iris-versicolor
+99,8.038056673024768,3.039417582171401,6.732278000807333,2.3579704586562618,Iris-virginica
+100,6.148414633637211,2.8591434555726964,4.4460182662993715,1.087458463246242,Iris-versicolor
+101,4.434772741511767,3.3274127448094526,1.444458553170393,0.11179034668306992,Iris-setosa
+102,6.759753822199557,2.8801760448719183,4.604367312847217,1.3702974792793459,Iris-versicolor
+103,4.761884952352814,3.278246503481906,1.4466789293758915,0.24566130834425093,Iris-setosa
+104,6.067717486267955,2.937789157080734,4.816589287018706,1.3616966000128403,Iris-virginica
+105,6.204635591380515,2.9930892685544053,5.526448696627907,1.9050507765206368,Iris-virginica
+106,6.6856035000029195,3.0590080734244665,5.7938913383524415,2.371816211605889,Iris-virginica
+107,5.788271678010117,2.852864001472019,4.496423792471201,1.2219627663967807,Iris-versicolor
+108,4.928614861287384,2.5225075363233875,1.3780264572660452,0.04281847143955145,Iris-setosa
+109,5.109240586374877,3.7863021220835433,1.6333375412037265,0.37858234802227336,Iris-setosa
+110,7.3860942840279895,2.4890000432625197,5.79542251151382,1.8245276630206482,Iris-virginica
+111,6.108058352463157,2.774304366235297,4.869781758188719,1.8010336991225855,Iris-virginica
+112,7.0331530136623055,3.1639286393444137,5.707604728624961,2.0752117588345818,Iris-virginica
+113,6.712047008411006,3.193743472552388,4.72085710710089,1.5205058904166595,Iris-versicolor
+114,6.537777472187964,2.9389339515550645,5.088755944381189,1.6581500815396009,Iris-virginica
+115,5.314346595395551,3.34351438393693,3.992816836061876,1.36705132234734,Iris-versicolor
+116,5.382474658609899,2.5205529594545846,4.059260847078269,1.0398501936131463,Iris-versicolor
+117,8.471053336356773,3.865069704149686,6.93382382088053,2.042145099483588,Iris-virginica
+118,4.458676163601402,3.292426243546207,1.3291571319214222,0.1963218434533677,Iris-setosa
+119,5.796186607655224,2.8489373288660147,4.2992117536311145,1.4109862823628534,Iris-versicolor

iris/tvae/3/12/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor

iris/tvae/3/12/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tvae/3/12/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor

iris/tvae/3/13/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.142818555447942,2.6046447550515097,4.104096231504805,1.0347191351724627,Iris-versicolor
+1,4.9030918936147865,3.4350991919830043,1.2400297452151605,0.19661677746379036,Iris-setosa
+2,7.067675624112814,2.7654833236436502,5.827605304878213,2.0087931102075323,Iris-virginica
+3,5.025687851916096,3.3943836376927745,1.4708181489380472,0.2895721808874733,Iris-setosa
+4,6.707899357483164,3.0054490254761554,4.743131942475039,1.504145431331405,Iris-versicolor
+5,4.978403215105605,2.838163195195007,4.064237899037122,1.408729787092114,Iris-versicolor
+6,7.502297657939184,2.878209279064645,6.224410642247532,2.014155749305241,Iris-virginica
+7,5.413490634696595,3.4306512790247194,1.4963459386818108,0.19152737041466555,Iris-setosa
+8,5.225959496399692,3.8655035391265233,1.396139071573879,0.2676579565114061,Iris-setosa
+9,5.197048111476099,2.2794953810632226,4.475449790576432,1.3267350084907474,Iris-versicolor
+10,6.560050337511269,2.952682088550674,4.535205957326128,1.38385517594582,Iris-versicolor
+11,6.505291480843015,3.132613752757197,4.461342833312211,1.7955085730917133,Iris-versicolor
+12,6.770015048152969,3.187704209845978,5.338917758387715,2.135207760436674,Iris-virginica
+13,4.442238263756837,3.2949670857979907,1.3823229300656028,0.20602202959148636,Iris-setosa
+14,7.910405938036872,2.773736182462848,6.576698880660796,1.9322060026713603,Iris-virginica
+15,4.4442930247689265,3.2670432128660956,1.4274266690871742,0.20055914674868772,Iris-setosa
+16,4.795184186277655,2.244300551542186,3.355823422068797,0.7022614500252987,Iris-versicolor
+17,5.403056263543891,2.6650411105865253,4.484222680024381,1.3227737227768144,Iris-versicolor
+18,6.25279345770421,2.5570326716768226,5.084282525021112,1.8220758680292202,Iris-virginica
+19,6.543960486926133,3.06161972491555,5.394625012626955,1.9855828548874144,Iris-virginica
+20,4.903488818084141,3.9302290056455913,1.4393196801676402,0.30862496309058673,Iris-setosa
+21,5.249524450654225,3.5873555554718535,1.7433294461440834,0.28275706243176435,Iris-setosa
+22,6.551872197671411,3.1281038964368792,5.2549676019679445,2.0761689502804517,Iris-virginica
+23,5.760344822372734,2.7497368147786148,4.063445857240215,1.2997419272224175,Iris-versicolor
+24,6.436955036364302,2.2940586862342314,5.749868408126454,1.6967132729999768,Iris-virginica
+25,6.031970481135343,2.679402585974807,4.0455478455208125,1.3695797136990953,Iris-versicolor
+26,4.655991353338898,3.3988957321650615,1.2988628277611487,0.11240936414308594,Iris-setosa
+27,5.472730575007231,3.630365986534481,1.4554158116575624,0.25805907074770557,Iris-setosa
+28,6.807577213479334,3.0474995341664295,4.893315413915485,1.9944064598739106,Iris-virginica
+29,6.638529548811436,3.1244174673596747,5.930141597623887,1.767418698933264,Iris-virginica
+30,6.746445845813607,2.919864838054633,5.51259349361837,1.8448886532579243,Iris-virginica
+31,7.120137780411261,2.971411007726372,4.827201368251807,2.144924967666457,Iris-virginica
+32,6.947403933527541,3.1323139738040453,6.132274377009351,2.042290880614891,Iris-virginica
+33,7.124448253328411,2.643979247005278,6.384003717589945,1.8211407184670356,Iris-virginica
+34,4.798316540237348,3.0049356781365857,1.067714918505594,0.2994969877096775,Iris-setosa
+35,5.010751555416939,3.526368685573578,1.6022603345188482,0.19704091691535414,Iris-setosa
+36,4.841916263425895,3.542143118002124,1.5149883988182993,0.22092455353723353,Iris-setosa
+37,4.339008509101715,2.679230656587163,1.3892576057653596,0.26046202954969866,Iris-setosa
+38,7.146457077369282,2.973544693145227,6.325483833457709,2.11704029088088,Iris-virginica
+39,7.143977262518255,3.10271706804486,5.71863605672009,1.8451787630833418,Iris-virginica
+40,6.935790196695348,3.377074299798431,5.754282595983192,2.1892691551257792,Iris-virginica
+41,5.606898812134633,2.719117073303565,4.4590439669159325,1.4558397668559875,Iris-versicolor
+42,6.226983923581388,2.982208014628053,4.507974465191614,1.6204193343016662,Iris-versicolor
+43,4.892226693231077,2.673584883107556,4.25040053108374,1.4040750576413852,Iris-versicolor
+44,6.61232783460119,2.919662418989657,3.7357648823635516,1.198801588119075,Iris-versicolor
+45,5.862684973653039,2.961590128110979,4.158650509492674,1.4373107575283153,Iris-versicolor
+46,6.3584622927983165,3.0293758160421342,5.275620458922857,1.2658708299020491,Iris-versicolor
+47,6.4159313840375605,3.0274802411008177,4.598983564158375,1.4340512283756353,Iris-versicolor
+48,5.3649404483185,3.521603366374218,1.3664707487720538,0.410443001416262,Iris-setosa
+49,5.402028764833398,3.4485712270961764,1.4664154819119253,0.39307852482433037,Iris-setosa
+50,6.926656778833294,2.9115845221354197,5.489907479050364,1.9530643772549663,Iris-virginica
+51,7.068337966424996,2.9316686409628323,6.2830790704607935,1.6867313784122677,Iris-virginica
+52,6.023938462456685,2.5581792552263645,4.461539171354389,1.4494504040618508,Iris-versicolor
+53,6.997604176315197,3.1440951024080377,5.692966822772362,1.9216201182268524,Iris-virginica
+54,6.973450734720782,3.3465152421266424,4.508512176824165,1.4696943788967745,Iris-versicolor
+55,5.060737653687273,2.827734691747017,1.4524540841680953,0.2756597769189399,Iris-setosa
+56,4.183968056477565,3.1962536428392414,1.1963902249891176,0.033625187902085546,Iris-setosa
+57,5.145529864141294,3.2687510034604226,1.2869052122464109,0.3371909121363983,Iris-setosa
+58,5.365075060652225,3.5600394836039886,1.558581008984657,0.41681380898628095,Iris-setosa
+59,4.859591007589141,3.1774499674146615,1.430975649246591,1.5396785000055515,Iris-versicolor
+60,5.330615671943113,3.39554209415021,4.541412577420231,1.5782106801168165,Iris-versicolor
+61,4.621639998121443,3.3575645295851064,1.668155270204587,0.28404334252707114,Iris-setosa
+62,5.7527491785689,2.401874012534225,5.320479396826659,1.7351246874568371,Iris-virginica
+63,5.016370187692714,2.960001891133979,4.6362190381262165,1.4499150939078076,Iris-versicolor
+64,5.225559602536184,3.4627902766376413,1.4357758771685118,0.13604278728704514,Iris-setosa
+65,4.9306098204637365,3.2037033628768796,1.5314716773994188,0.2554327690390171,Iris-setosa
+66,5.113787789020873,3.579247859477777,1.352396359697209,0.22815300070148475,Iris-setosa
+67,4.545325860633224,2.6449735477200367,1.1757024279412953,0.19066599079065943,Iris-setosa
+68,6.7729861906369075,2.6274845514746197,5.485573748402491,1.7835451135627491,Iris-virginica
+69,4.639598639472543,2.526751463449592,1.4394540539082417,0.19440177470651326,Iris-setosa
+70,6.527065011986053,3.233332959946573,4.660522697823903,1.565799837553227,Iris-versicolor
+71,6.471310257874042,3.199447789857877,4.838597299294067,1.9611245776798785,Iris-versicolor
+72,5.120019953768049,3.5531901391500043,1.5506278610573314,0.11271140537144983,Iris-setosa
+73,6.452160094578295,2.725736666093166,5.593619382784245,1.6138154521932488,Iris-virginica
+74,5.593809205285668,2.386011793656404,4.239341431529709,1.0901264046779027,Iris-versicolor
+75,4.730320975820835,2.9556196993616437,1.196520891590788,0.22710243598050825,Iris-setosa
+76,6.077252131197802,2.774738825604181,4.825538451691399,1.4187248491702318,Iris-virginica
+77,4.8929872318103005,3.2963820604271605,1.4190426758816133,0.1708366459438599,Iris-setosa
+78,6.115882316353317,2.717070064507453,4.450218949793286,1.5320922296442732,Iris-versicolor
+79,4.2544354963807764,3.1899809605761558,1.2527932267623334,0.18214795744620654,Iris-setosa
+80,6.801498397946987,3.0032432202926533,5.71507293759138,1.7020237235614553,Iris-virginica
+81,4.5301916038523595,2.659259536277143,1.2608219960065075,0.180669939456076,Iris-setosa
+82,5.963713504643206,2.944263188813942,4.6894018230237515,1.4535744745975314,Iris-versicolor
+83,6.200250126131997,2.9220673418259353,4.377275222482122,1.1519406943626116,Iris-versicolor
+84,5.057967983984275,2.8641385920254607,1.389001795440791,0.11237836066671555,Iris-setosa
+85,4.725262635276466,3.6781770426308373,1.5484146133991892,0.24986244767393986,Iris-setosa
+86,5.339830886783183,3.1560044581190323,3.6433026754051405,0.8737822068110921,Iris-versicolor
+87,6.590381431030646,2.7356499831152536,5.341380798699493,1.8782409038354588,Iris-virginica
+88,6.538079566008153,2.6898285642816697,4.94398785978638,1.6899382132220284,Iris-virginica
+89,5.036292764571354,3.1039033636905202,1.2391101833327798,1.0501649318434083,Iris-versicolor
+90,6.400974525017961,3.39944575414922,5.727949274592447,2.3945965202633976,Iris-virginica
+91,4.848153616517135,2.8361223188159306,1.260290962671799,0.21333822762625465,Iris-setosa
+92,7.456654297036868,2.4026688828245,6.107943728529151,1.812496054118414,Iris-virginica
+93,6.421667055931019,2.427822978240307,5.0311115902401555,1.3327875039680432,Iris-virginica
+94,6.401466030707762,2.392043282952134,4.738715590446236,1.3235203129135586,Iris-versicolor
+95,6.024543336430278,2.9068386414438163,4.5774452479327605,1.708693583611284,Iris-virginica
+96,6.724901091207964,3.087914125881407,5.61719804118063,2.0458378327774183,Iris-virginica
+97,6.960277477579581,3.1427897548232795,6.144025191971574,1.9219621577107846,Iris-virginica
+98,6.475815161466222,2.8802358621436785,5.6113206077271744,1.8256991818578625,Iris-virginica
+99,5.062391837387352,3.4076106162783093,1.379010486634125,0.2665119172426596,Iris-setosa
+100,4.091577043301098,2.004316469033778,1.1085687724828213,0.149457924293255,Iris-setosa
+101,6.038343559953012,2.681468993340454,4.484930584461546,1.4776523292376964,Iris-versicolor
+102,5.939675859807115,3.2084286584471875,4.540486749409817,1.5788837984607658,Iris-versicolor
+103,6.499779449526536,2.5378716042492213,5.331616094919899,1.7775688130567584,Iris-virginica
+104,4.457464709503845,2.600386676518937,1.024239640674577,0.26164188473085787,Iris-setosa
+105,6.1638027249755805,2.38795866132368,4.513526602666562,1.1170883444100483,Iris-versicolor
+106,5.222607385671642,3.5409914390906136,1.4795554240509068,0.23915769483564278,Iris-setosa
+107,6.511519876825252,2.6325841364058014,4.927200869393618,1.4747411838098776,Iris-versicolor
+108,4.773233427763656,3.5144134097576925,1.3387786672813224,0.3241979648565083,Iris-setosa
+109,7.397882440427528,3.239589488031948,6.2610235649857495,2.1107532114444316,Iris-virginica
+110,5.2086364771667055,3.6529369630186688,1.3990752872013825,0.26121192810763105,Iris-setosa
+111,5.955646842269082,3.028778703813634,5.030927010116835,1.8534257709205146,Iris-virginica
+112,6.720187110014705,3.0442409857308266,5.283953813624654,2.0749390340063947,Iris-virginica
+113,4.990991274116688,2.890005535318221,1.427902649386759,0.14946030043199035,Iris-setosa
+114,6.623614033714674,2.7674776498307017,4.97153757118057,1.8232441602581126,Iris-virginica
+115,4.526177846649364,2.9821136036494376,1.5844566587711364,0.2441079398358564,Iris-setosa
+116,5.40423572392262,3.0079158481781896,4.563072155986515,1.3323087948579335,Iris-versicolor
+117,6.757467546116189,3.0445262429784687,5.73046256814363,1.926128071868376,Iris-virginica
+118,5.469803743976412,3.2221953281464484,4.358553318514521,0.2684418066161998,Iris-versicolor
+119,6.758474284113571,3.323048751252278,5.1243964449030095,2.3862931470228284,Iris-virginica

iris/tvae/3/13/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor

iris/tvae/3/13/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tvae/3/13/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor

iris/tvae/3/14/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.602251672234783,2.8451667123789504,4.704190021437109,1.69030005738242,Iris-versicolor
+1,4.651945986543436,3.0829550590479586,1.4128088056484758,0.2392609308165923,Iris-setosa
+2,4.812704232049366,2.789290765688862,1.1937665226039886,0.1308971892096623,Iris-setosa
+3,7.087872153539612,2.5164361643105937,5.79095088596908,1.8711441965456805,Iris-virginica
+4,6.190015351732067,2.8307533270998797,5.744391207860795,1.838350529532343,Iris-virginica
+5,6.498823237814436,2.945511967435726,4.557241289107727,1.1156527344616134,Iris-versicolor
+6,6.240472594234282,3.3370682540851875,4.742788547245019,1.411084904315369,Iris-versicolor
+7,6.065294437622073,2.9360060803573274,4.396856775350899,1.4164328558017638,Iris-versicolor
+8,4.668549164901026,3.115190995631393,1.1898415298595018,0.1503302022035439,Iris-setosa
+9,6.34989483141983,2.618440339700233,4.095875303775118,1.3628440212610027,Iris-versicolor
+10,5.97657124001136,2.593283080898373,4.1092512307557305,1.3969947873119815,Iris-versicolor
+11,6.660953628037859,3.060424761884586,4.914482696223121,1.4635140450192226,Iris-versicolor
+12,5.648002502653121,2.7801166449926566,4.317873343662956,1.2256562144829208,Iris-versicolor
+13,7.727107061627232,3.3602112196825784,6.723869139934912,2.366868123793036,Iris-virginica
+14,6.220443811803645,2.5902330550402133,4.757747358585924,1.363235487728243,Iris-versicolor
+15,6.58335322742693,3.087674877385425,4.303548563708226,1.4187727631402498,Iris-versicolor
+16,7.635429000984124,3.8985685100811827,6.010535295287927,2.409670773642944,Iris-virginica
+17,6.74156949414973,3.063765718186224,4.572887694233465,1.3948461867583637,Iris-versicolor
+18,4.866244635013215,3.7936378062271614,1.5639767568833376,0.3735112294482661,Iris-setosa
+19,6.8841632885508455,3.782460554169492,5.868739148643124,2.23246150034223,Iris-virginica
+20,5.022141835901161,3.7227536599080278,1.5041831150363691,0.23338147020260613,Iris-setosa
+21,4.51221561671034,3.543234812835155,1.3322673144239465,0.06336705753876917,Iris-setosa
+22,6.64563439472037,3.004233271865434,4.665564745965554,1.300459630965415,Iris-versicolor
+23,5.287986896109951,3.1862087935303087,1.5742956826764973,0.09596196363624343,Iris-setosa
+24,4.708384088317207,2.8398761713121705,1.2389901903358116,0.21214505563698163,Iris-setosa
+25,6.15433156304633,2.8912680875395687,4.717750650371341,1.7824013794878826,Iris-virginica
+26,4.879789569000371,3.091909505277401,1.2096895086223043,0.35616096149033766,Iris-setosa
+27,4.485575230889085,3.3339278943050927,1.6196746046946653,0.2593514694742788,Iris-setosa
+28,6.65726801906683,3.0425656073697995,5.540603691407195,2.1658087117079123,Iris-virginica
+29,5.367385132254817,2.891867609069751,3.76996259911186,1.1867683154946334,Iris-versicolor
+30,6.156976749286115,3.1580423863204112,5.58046134468984,1.9453039020687595,Iris-virginica
+31,6.428805369303904,3.0591427335190744,4.548870109745251,1.552241297014913,Iris-versicolor
+32,5.0486425853748225,3.3455989252101244,1.488154318913662,0.24971586508052962,Iris-setosa
+33,4.559420320315273,2.3300617704584874,4.126184219690186,1.2027629636736914,Iris-versicolor
+34,4.609185691258316,3.0026365826568515,1.3301763773004565,0.12908764842211115,Iris-setosa
+35,4.241407650709137,3.051840166520325,1.1681042083521005,0.23730115374382804,Iris-setosa
+36,4.374963432465895,3.4006756096315773,1.3764656654651328,0.24894175647820743,Iris-setosa
+37,5.905769337887237,3.0599406220526526,4.793775333048823,1.5484916629494963,Iris-versicolor
+38,4.997256920524323,3.037213257866975,1.4646062505717365,0.17957656961600305,Iris-setosa
+39,4.587757189702678,2.6907711647713963,1.1563842048632762,0.13150597343512785,Iris-setosa
+40,6.609460306104373,2.9403459085284505,4.523599641504751,1.5653881172365134,Iris-versicolor
+41,4.707176635297888,2.525141765143514,3.655090257744929,1.3050907705613588,Iris-versicolor
+42,6.94000523068107,3.0177076265305236,5.020609063102379,1.8963827938461126,Iris-virginica
+43,5.933209781626318,2.9961940898948387,4.117157300209232,1.3706945309536702,Iris-versicolor
+44,6.427996075094672,2.538873790465479,4.566188912155581,1.4603083650523492,Iris-versicolor
+45,6.5363791702654614,3.236558684531886,5.346397064312378,2.672274328145437,Iris-virginica
+46,6.9257031043082025,3.07311244091716,4.9880784508711695,2.1148922316008285,Iris-virginica
+47,5.717674938992762,3.434246205521476,4.4207490785530545,0.2613675915346189,Iris-versicolor
+48,4.318188800490299,2.8894199112044223,1.6377341384807136,0.13318886649390704,Iris-setosa
+49,4.4005502994682315,3.0238904586679647,1.3997623008073623,0.3632694537225853,Iris-setosa
+50,4.866662680969577,3.1446700828462006,4.510384954669056,1.5357471355309849,Iris-versicolor
+51,5.132509751853206,3.3568160476793474,1.7765892006469628,0.173580594876555,Iris-versicolor
+52,7.450871482283823,2.8797926081735845,6.302555806462801,1.941114991376939,Iris-virginica
+53,7.790546280608772,3.0674935674052226,6.447072062038555,2.125404404212502,Iris-virginica
+54,6.490451788390718,2.74613840540802,5.861673696000966,1.9579743919586998,Iris-virginica
+55,4.480250079435364,2.8972551990877626,1.1537967846195571,0.1502631239446589,Iris-setosa
+56,6.980617232145783,2.658920794355258,4.301631887342303,1.503430886268682,Iris-versicolor
+57,4.831460321205057,3.8260241788826663,1.570592135629675,0.2348357502070381,Iris-setosa
+58,6.162116681484324,2.8169150872178164,5.473449082424465,1.7093972119284113,Iris-virginica
+59,6.588412088088849,2.983874094762706,4.889162345199406,1.8855114741137717,Iris-virginica
+60,6.262609543023122,3.1375895362222965,5.076418859500205,1.7448784257135923,Iris-versicolor
+61,6.364179094486389,2.3880505353014136,5.65877721006499,1.7989718962448165,Iris-virginica
+62,5.757824699178162,1.9763193098033955,3.750930969953557,1.155346555374744,Iris-versicolor
+63,4.334572635034714,2.9694061874640982,1.4605446253914172,0.13131783865819585,Iris-setosa
+64,6.590244054642991,3.126693433365341,4.711046842789726,1.470306642228877,Iris-versicolor
+65,7.0030574268490176,2.5314561434977034,5.739697661998765,1.6178765081526583,Iris-virginica
+66,7.311593990205877,2.796957681342572,6.087837226636863,2.1215193143246545,Iris-virginica
+67,4.38928201660282,3.5271566178207845,1.3645781745631025,0.13726797614284816,Iris-setosa
+68,6.191776446039111,2.7261926841142925,4.133734032541206,1.2856382058472815,Iris-versicolor
+69,5.423156735658191,3.0514411222492717,4.239612957994617,1.4184596281946948,Iris-versicolor
+70,4.237762865003689,2.7036221406085157,1.4716753906767348,0.1525216788521384,Iris-setosa
+71,6.923640749613618,2.7086768691995746,4.8513080407204745,1.5891444797279826,Iris-versicolor
+72,7.262803968671464,3.266063456767365,5.900392149241564,1.923601464462769,Iris-virginica
+73,5.009250859274392,2.60587328453611,3.9339827271901857,1.1496522588151428,Iris-versicolor
+74,4.805836386760825,3.1334544903686257,1.592867338925243,0.2035098762621615,Iris-setosa
+75,6.114157289989962,2.6853093700812587,4.186796572506966,1.1966536418145353,Iris-versicolor
+76,6.183725429826467,2.238923587199676,4.814226691862629,1.4627923008458488,Iris-versicolor
+77,6.44138526077193,3.211084503081298,4.712590826032819,1.129231568957877,Iris-versicolor
+78,5.17728894841904,3.494968023577757,1.564873579993293,0.2539727861127361,Iris-setosa
+79,6.259731185266052,2.919860098254375,5.360759890288232,1.8435440607144264,Iris-virginica
+80,5.5836433156015,2.627522733116134,3.7468350276034927,1.042979777530558,Iris-versicolor
+81,6.12350340921525,2.782463155146946,4.686428548566049,1.5990031453531999,Iris-virginica
+82,6.043578527216375,2.3449092293000864,3.6251298401428826,1.1543422879452008,Iris-versicolor
+83,6.860456914336015,2.6319632397941435,5.842998780673382,1.7817699228528456,Iris-virginica
+84,4.731002769944449,3.5950386275830426,1.5008719789155296,0.3789009096051541,Iris-setosa
+85,4.651177101965479,3.443131110112029,1.5375498500558433,0.31148908007874543,Iris-setosa
+86,7.769215634745871,3.1758543856260295,6.218544789972274,1.982397615171355,Iris-virginica
+87,7.607419581324585,3.0355937724019215,5.812943635167103,1.8215274260198477,Iris-virginica
+88,6.366601628469994,3.2117478646903037,5.106151888475258,1.9381562800002348,Iris-virginica
+89,6.397297200401487,3.262200837255199,5.441251788991708,2.086767071827762,Iris-virginica
+90,4.9861158482762455,3.1325816440070957,1.134197050497231,0.10636863691325776,Iris-setosa
+91,6.4883738002010345,2.82192656066667,5.13799121048261,1.6863124999089623,Iris-virginica
+92,7.72811886685961,3.7702194720700875,6.505921090377047,1.7480444113512374,Iris-virginica
+93,5.244804634419658,4.268319918845063,1.3360117695504077,0.40845299229395293,Iris-setosa
+94,4.828480514911743,2.7567901846599523,1.1882254032300212,0.12683539826268064,Iris-setosa
+95,5.5000548781704355,3.520271146818742,1.4256210066821848,0.2238824793679609,Iris-setosa
+96,5.236325586692824,3.385623342286568,1.4256607018939196,0.20303485584932696,Iris-setosa
+97,6.846274283818576,2.697283405094748,5.3385901544806185,1.7520547721197897,Iris-virginica
+98,6.200150501374366,2.676915838175691,5.167487147795716,2.117890700495323,Iris-virginica
+99,4.463060282568441,3.1613225883688147,1.4469528350829437,0.22378808040385634,Iris-setosa
+100,6.176197655642003,2.4005550401505804,5.153329954932192,1.6277065351439801,Iris-virginica
+101,6.002282222150295,2.4873981789123505,4.677089877534614,1.6142184608265873,Iris-virginica
+102,6.506340316257634,2.5343257096729945,4.3633712805071605,1.592701548397693,Iris-versicolor
+103,5.606715765121328,3.516298459719546,1.4407784668871901,0.34255092527988884,Iris-setosa
+104,5.686288716100362,2.1945664287481055,3.946875917327775,1.1479253869238129,Iris-versicolor
+105,6.578203070476211,2.6309305401882543,5.356143299726674,1.4039957228657984,Iris-virginica
+106,6.550840503427579,2.6699517316444283,5.272018337887662,1.5429156001980306,Iris-virginica
+107,4.902709090155036,3.528941607914702,1.6957184215423227,0.23537893479851488,Iris-setosa
+108,6.188706937080974,2.3544334338413586,4.266403368924654,1.106555385718023,Iris-versicolor
+109,5.029029462523728,2.801350200936105,3.5582478914306486,1.212938659158488,Iris-versicolor
+110,6.446004981836247,3.1920988795819674,4.881653539081788,1.634977396161328,Iris-versicolor
+111,6.590528668383499,3.1518581660788403,6.087270144533741,2.075083516162698,Iris-virginica
+112,4.8475418556711976,3.220439353557797,1.2074254967906302,0.2019578143262254,Iris-setosa
+113,4.760151890801051,3.290497374160502,1.4232938389086411,0.29553509393976335,Iris-setosa
+114,5.847844854661495,2.779036876138617,3.6545064651679033,1.0646170848831797,Iris-versicolor
+115,5.214970644898927,3.3784861350109416,1.5160447607750505,0.17811737710272046,Iris-setosa
+116,4.298907003015981,3.1073216540761304,1.454169113879141,0.19041383736413378,Iris-setosa
+117,6.093998559811414,2.7576256159679833,5.154056696454241,1.444788047425698,Iris-virginica
+118,4.225645453270875,3.618920180261841,1.2196525717604019,0.1951495450076604,Iris-setosa
+119,6.880153572797368,3.103128876552427,4.301037436928811,1.6059329262513435,Iris-versicolor

iris/tvae/3/14/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor

iris/tvae/3/14/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tvae/3/14/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor

iris/tvae/3/15/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.848835894077861,3.1290695698735775,1.515881945985632,0.09931717331588744,Iris-setosa
+1,6.832758074088278,3.168982466926907,5.606754716238968,2.251137631340202,Iris-virginica
+2,4.426479356194399,2.9545627257477385,1.4034966003083267,0.281060216820047,Iris-setosa
+3,5.000185428725056,3.615758412659053,1.4871758213470343,0.2730325578544148,Iris-setosa
+4,6.709695160122294,3.160944349710001,4.723343676171445,1.4273399089852619,Iris-versicolor
+5,6.431469068664837,2.9540337859887718,5.790270585395946,1.9062655908914325,Iris-virginica
+6,5.936861143665774,2.787713279561476,4.408156446848255,1.0576365892182562,Iris-versicolor
+7,4.565250479703108,2.7677141664737204,1.25503187552654,0.06805552511671573,Iris-setosa
+8,6.128942069004817,2.3411134354271725,4.955358968470525,1.4091011418862034,Iris-virginica
+9,6.763533920465857,3.1037975057025484,4.654434959666653,1.9359165121038722,Iris-virginica
+10,4.419804951622978,3.171534795982978,1.2174727003769505,0.3175724530482391,Iris-setosa
+11,4.809692607075262,2.817606726052034,1.43503939964326,0.19463193973230536,Iris-setosa
+12,5.484156424070483,3.2939968801122625,1.222117373878661,0.2774094275239064,Iris-setosa
+13,7.014096921401474,2.8945502495483573,5.535864063816087,1.782091088167945,Iris-virginica
+14,5.875883664436413,2.7809938107408367,4.607639662467489,1.2494137891789305,Iris-versicolor
+15,7.266000137597922,3.8746084282641764,6.281587989519302,2.7918543572293224,Iris-virginica
+16,6.207508363852769,2.917623189079249,5.080425807466973,2.1231977645939555,Iris-virginica
+17,6.476372279301814,2.5070301770158583,4.17338193249041,1.4466290335684895,Iris-versicolor
+18,5.282342355062598,3.4837741250642926,1.5968702308593903,0.11256708471906557,Iris-setosa
+19,5.313507921398102,3.4341644746668374,1.454191655049373,0.17121592362698046,Iris-setosa
+20,5.151754370184301,3.62006002372507,1.363700077343866,0.3378850247698346,Iris-setosa
+21,4.9470714515644945,2.29428822039186,3.6276839608760887,1.2383570768312049,Iris-versicolor
+22,6.684905147103762,3.2338533025346514,5.507842405179688,2.141598886648024,Iris-virginica
+23,5.17672300816821,3.222992909689625,4.553069707823938,1.9772061505478224,Iris-versicolor
+24,6.609599849470083,2.853882934324595,5.951095772106637,1.6026106743985975,Iris-virginica
+25,5.805507598174292,2.6983871339507064,4.592326901641265,1.42240059926368,Iris-versicolor
+26,6.9532412962758805,2.6149375047712877,6.092883819777397,1.7405895161712546,Iris-virginica
+27,6.688971924303424,2.965696710615232,5.46466520829175,1.8604058740921956,Iris-virginica
+28,6.860207229371698,2.9401980348613854,5.646414838619079,2.115604096252461,Iris-virginica
+29,5.1357480628368,3.61637361099333,1.3178028786826657,0.15863872637128365,Iris-setosa
+30,6.260509283775221,3.09082319813956,5.177261289388168,2.1799073725644575,Iris-virginica
+31,6.4045969330485395,2.7976568012534795,6.277263299234868,1.714594562621657,Iris-virginica
+32,6.173893761953902,2.8321587444852367,5.103732820964753,1.5308021141799082,Iris-virginica
+33,4.894450266850368,3.128739328527462,1.2953956457181661,0.19010041332103528,Iris-versicolor
+34,6.874294245248594,2.7707455908687217,5.836486972997665,1.5303718304499028,Iris-virginica
+35,6.594965208924236,3.615367013128064,5.61176715262697,2.61444202258964,Iris-virginica
+36,6.070776357556275,2.6559999671798464,4.2456641269581485,1.2141863159896122,Iris-versicolor
+37,7.8111460129881065,3.6950881510197298,6.095869363005542,1.8403568755043014,Iris-virginica
+38,5.287137908252,3.4442784912635824,4.9211221766046584,0.21131947775685292,Iris-versicolor
+39,4.930532430192105,3.029246487082216,1.3547457287880094,0.15896202941445992,Iris-setosa
+40,5.216551835452315,3.6386605006873354,1.4943178591907456,0.35965118872628127,Iris-setosa
+41,5.977390042495498,2.5970913391140433,5.09274895552146,1.592877284825877,Iris-virginica
+42,4.639892293847595,2.3585458441949685,1.191517044777274,0.24695249021729135,Iris-setosa
+43,5.0138577137833735,2.9156773922413692,1.6800908830489552,0.14836471088833697,Iris-setosa
+44,6.446481068795169,2.671652787698621,5.47819907916019,1.9602323684921408,Iris-virginica
+45,7.436181324088306,3.318948781621243,5.501571666793422,2.2721467844115857,Iris-virginica
+46,6.155139702691516,3.1177748409170674,4.7151101106353694,1.5829710659116758,Iris-versicolor
+47,4.956786826098166,3.8331971606606587,1.6181189946936052,0.22899820520446362,Iris-setosa
+48,4.676641120557777,3.099123694695556,1.5123290920557018,0.2789680113844374,Iris-setosa
+49,6.976178299652786,2.6213663705027335,5.470488477220146,2.053500422147215,Iris-virginica
+50,5.797643875115033,2.5281438844818376,4.68451989842962,1.3868372697278797,Iris-versicolor
+51,6.708842918801363,3.368970628784063,5.282055945657503,2.2511000434646182,Iris-virginica
+52,4.897352570011585,2.8684773331681166,1.4396818359993984,0.3172650260098739,Iris-setosa
+53,6.83222366742055,2.7136936648726553,5.87586485220314,1.785226286109445,Iris-virginica
+54,4.1970543258282,2.4977247678974157,1.3788568684959963,0.1779692891216924,Iris-setosa
+55,5.192187430986387,3.594636946088766,1.4954784408797,0.16232594462842198,Iris-setosa
+56,6.260782326431124,2.8581258663196714,5.009522312394251,1.5216038200152644,Iris-virginica
+57,6.725428097711281,2.968562520497119,5.069991720965162,1.7026399520750293,Iris-virginica
+58,5.2852694156319,3.9838881327454234,1.3523278448508362,0.23139832707228689,Iris-setosa
+59,5.2263536105504125,3.6404454418058183,1.5112241454945523,0.09068665645635049,Iris-setosa
+60,6.796017470520348,2.45087505281166,5.854995064373093,1.9374719381950827,Iris-virginica
+61,6.141519221956909,3.0900286974248847,5.532006953076913,2.013419577645874,Iris-virginica
+62,4.412364310080246,2.9946592849069344,1.2454183697097827,-0.0011209519683471059,Iris-setosa
+63,7.149416923219904,2.8103563197854022,6.496566386681751,1.95851816077629,Iris-virginica
+64,6.571921583862023,3.0729108730977996,4.506599848902975,1.781983765880807,Iris-versicolor
+65,5.515586446931179,2.5831553213276477,4.524951751240566,1.2052688504701567,Iris-versicolor
+66,6.082722344890271,3.073342832995399,4.157779584702568,1.3678151605819542,Iris-versicolor
+67,6.632907626675829,2.783167454819905,4.5571662376861495,1.8319826256283431,Iris-virginica
+68,6.510940114883469,2.717648049021335,4.71347572579525,1.1797014524083973,Iris-versicolor
+69,7.100856610165009,3.2580833148115422,4.905226917995942,1.7649834651352587,Iris-versicolor
+70,5.887376719741674,2.9942804980840543,4.169500659843337,1.5649365856413509,Iris-versicolor
+71,5.887345787763702,2.9453304895019596,5.35287795438126,2.2274674820375777,Iris-virginica
+72,5.882057322329493,2.741275863864508,4.453505269833417,1.1122916863379761,Iris-versicolor
+73,5.537451014836949,3.973456926372257,1.5355242442954458,0.32706045187376753,Iris-setosa
+74,6.72657909161303,3.4709857631480103,5.857020615690184,2.5577940709939786,Iris-virginica
+75,6.259999897323244,3.155647648308567,5.201624408152838,2.1871407435309966,Iris-virginica
+76,6.218727832974293,2.8102228071681727,4.636216638520586,1.5185635685763637,Iris-versicolor
+77,4.936922228895563,3.331682514557932,1.36484636656132,0.18365246139704514,Iris-setosa
+78,4.704089438222017,2.9851471335546544,1.2527082640636242,0.19972436286958162,Iris-setosa
+79,4.929640592269773,3.624288004896861,1.4026959105547911,0.19122008168408167,Iris-setosa
+80,6.952738242838538,3.6152763362529328,6.027235835266333,2.4918130263937153,Iris-virginica
+81,6.897409136574404,2.8885058970497437,5.719522273557336,2.03023766034036,Iris-virginica
+82,5.001472380869177,3.5381549858698476,1.51479336478191,0.251663790334052,Iris-setosa
+83,4.7951024263935205,2.837072289801702,1.4656669606518322,0.15111127336707492,Iris-setosa
+84,7.25180055057576,3.2254521842951704,5.983556623491454,2.0635024040572456,Iris-virginica
+85,5.252686563774079,3.3744935973303143,1.3685127269309152,0.20189027458042014,Iris-setosa
+86,6.226552745228128,2.9604562919497877,3.9110925854860743,1.2401558881913275,Iris-versicolor
+87,6.360014402284033,3.028272514348715,5.409403571970042,1.9089383180894406,Iris-virginica
+88,6.391098373388486,2.9653872435002153,4.938262996077395,1.507337595059275,Iris-virginica
+89,6.4722512705936275,2.603967253792753,4.996901075374595,1.7709503131759352,Iris-virginica
+90,6.9752800413410485,3.208916058626953,6.184907346238998,2.5201434517684307,Iris-virginica
+91,6.462343541203733,3.3088909899110317,4.381824017708359,1.8647692273495082,Iris-versicolor
+92,7.602310217171459,3.0752469778307234,6.162041498647918,1.9166355287862786,Iris-virginica
+93,4.206641468367018,3.046273635283507,1.170818704632896,0.19894993102856293,Iris-setosa
+94,5.8410480067674655,3.121028829349165,3.997814481419139,1.267640636343457,Iris-versicolor
+95,4.555088368581026,3.3185202601623596,1.1863226636729478,0.2119361784018136,Iris-setosa
+96,6.159926560074608,3.2267856852091668,4.628670439669175,1.4229112998610787,Iris-versicolor
+97,6.505273573724383,3.234015966412654,4.870528812399464,1.8503932274513302,Iris-versicolor
+98,6.020578269026681,2.7652365032206596,4.322744276647718,1.1146506546601045,Iris-versicolor
+99,5.184536406846875,3.790637382324668,1.5427212223147089,0.42735685278469226,Iris-setosa
+100,4.7062447016695,2.79409597425761,3.9595386666974792,1.5015653626908212,Iris-versicolor
+101,6.111112559730522,2.47898809851821,5.0598283048542845,1.7007897848185807,Iris-virginica
+102,6.4783391567361575,2.965609560658437,4.762929802319369,1.5381484043409523,Iris-versicolor
+103,4.845595520224713,2.533077187994398,1.047755267443223,0.15565366526872987,Iris-setosa
+104,6.25875957649876,3.162701194945784,4.876768819160132,1.5722170017245696,Iris-versicolor
+105,5.215611220879378,3.254717563280465,1.3106055361882751,0.1397778189916136,Iris-setosa
+106,6.246507777882444,3.2991070564050258,4.198961007938797,1.2383793442421211,Iris-versicolor
+107,6.53110762156334,2.9665650046525167,4.966769193985457,1.6721410363234253,Iris-virginica
+108,8.003699005303563,2.970477862458429,6.065490863421994,1.9434929232688112,Iris-virginica
+109,6.749254290186476,2.9616424290379846,4.889779666989899,1.6833656015706253,Iris-virginica
+110,5.0206883944746705,3.365076112774629,1.5421087537150875,0.19557835830174228,Iris-setosa
+111,6.951623302209888,2.7452167614393916,5.4457938424547665,1.745424539619138,Iris-virginica
+112,6.376409163422467,2.579726579820275,4.8346651161524115,1.7644290062702725,Iris-virginica
+113,6.586496966823935,3.2656944867405064,5.334442564843383,2.338067475307149,Iris-virginica
+114,4.51268450986386,2.540869897355953,1.456354837456493,0.0895854183047686,Iris-setosa
+115,4.627509546114772,3.005109600479709,1.190513054050661,0.22627139297610832,Iris-setosa
+116,5.799018623864398,2.6854000478268945,4.520755085554464,1.3223379500140882,Iris-versicolor
+117,4.903969394823201,2.7103943029413715,1.2920900867452165,0.07397001741082396,Iris-setosa
+118,5.207327842149947,3.715130407887901,1.5750831509074568,0.20784683686117145,Iris-setosa
+119,7.05427760218949,3.0770010271992576,5.7719990007426745,1.7961913829132812,Iris-virginica

iris/tvae/3/15/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor

iris/tvae/3/15/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tvae/3/15/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor

iris/tvae/3/16/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.777977910020636,3.531120401010804,1.4459997758512628,0.26739261040678597,Iris-setosa
+1,6.52351369615694,2.962152293461447,5.549769887856519,1.6407715588294094,Iris-virginica
+2,5.9659927586360855,2.8271447420927824,4.513370258600147,1.3555004118018343,Iris-versicolor
+3,6.255192890090254,3.082985545412546,4.824376112125409,1.5481659751589283,Iris-virginica
+4,6.227321433374646,3.010044213469486,4.731175551036457,1.7829803448640487,Iris-versicolor
+5,6.836779458978738,2.830798071336727,5.641411028914774,1.7893889125522793,Iris-virginica
+6,6.725934093574461,2.9098383494427886,5.874956139562789,1.6664749700709653,Iris-virginica
+7,6.370406283713718,3.2015175201675223,4.246654461906161,1.322221493445007,Iris-versicolor
+8,5.360655986186947,2.613055803615619,4.028522419760057,1.4270322356157523,Iris-versicolor
+9,6.709869363658948,3.090010139502863,4.53077522405278,1.7281897260724215,Iris-versicolor
+10,6.497767175864292,3.5222241444963767,4.384010538200597,1.4686379788523838,Iris-versicolor
+11,5.363837092715552,3.589892301178007,1.472887513555884,0.1984038990335155,Iris-setosa
+12,5.002810864534094,3.439834858894989,1.5751095323175808,0.3130664453208129,Iris-setosa
+13,5.027834581702454,3.2759415323526113,4.725267392132754,1.36883084681432,Iris-versicolor
+14,4.775249924652718,2.98917194978334,1.4823480128538769,0.2624222736548521,Iris-setosa
+15,5.3692678309066455,3.223522928773281,1.2929893334236264,0.19951945080509131,Iris-setosa
+16,5.377872087156781,3.054123383580441,4.481498133945895,1.5389883768794022,Iris-versicolor
+17,5.620841373864271,2.4705193557307803,3.926353750140038,1.337120304390445,Iris-versicolor
+18,5.467642596847942,3.4891147471588644,4.141397552711322,0.37567347310794763,Iris-versicolor
+19,6.663615124254078,2.5808338998354796,4.376409887536545,1.3422906444705254,Iris-versicolor
+20,6.183715375492276,2.7581364247743565,4.979151975384585,1.4726358640967976,Iris-virginica
+21,5.393538433571913,2.2494823448971264,3.6837832030926467,1.2280256620104777,Iris-versicolor
+22,6.358931554177856,2.4339726695382278,4.935742403678328,1.9110696315148843,Iris-virginica
+23,6.98153712867081,3.0130378983343573,5.269604723346317,1.8872795504900677,Iris-virginica
+24,6.823721659982196,3.0762725384874314,4.241452611258918,1.7729031612954773,Iris-versicolor
+25,4.9714089522882725,3.6076147719967713,1.5486356663135072,0.23383051028488297,Iris-setosa
+26,6.015839562205066,3.1779815866194725,4.73212888468553,1.4179911115827317,Iris-versicolor
+27,4.398760388476367,2.966435050808206,1.4252207971858413,0.17396890598402048,Iris-setosa
+28,5.575759370184374,2.2507957463657715,5.696127769553849,1.8306052343103014,Iris-virginica
+29,6.408289458807243,3.1775947742997914,4.533136420369435,1.3902003367103022,Iris-versicolor
+30,5.818771972424999,2.256348798132721,5.400216443196213,1.7513592054952973,Iris-virginica
+31,5.6583747188957165,3.1889041550922674,4.265018095139656,1.343013926346511,Iris-versicolor
+32,6.667006708410707,3.0709715413775163,5.2545603862742185,1.6159487950695446,Iris-virginica
+33,5.087250503859991,3.0784009393558733,1.4265718659992923,0.284317110969837,Iris-setosa
+34,7.252793831886532,3.5357255210575844,5.414523161982868,2.2870277341051306,Iris-virginica
+35,4.868136706264826,3.604210559624468,1.4492523920798126,0.22219392330104645,Iris-setosa
+36,6.443367108671213,2.8729091727031295,5.131606319551807,1.5127984795285407,Iris-virginica
+37,5.646294329524923,2.846311776316598,4.14524788824289,1.166262185410696,Iris-versicolor
+38,6.306587569830481,3.422735334544643,4.173925278886886,1.5103953539536061,Iris-versicolor
+39,6.359959672689334,3.1470890621945093,4.357228134770133,1.2435753470262207,Iris-versicolor
+40,6.337234625228928,2.979075739945739,5.037386605245221,1.5457484755672577,Iris-versicolor
+41,5.100629555515559,2.6103597506984797,3.730466231691733,1.0655922103540227,Iris-versicolor
+42,4.4838131308886835,2.56290511841882,0.8123255526733694,0.12118525106837744,Iris-setosa
+43,4.764522975205055,3.2377954647217466,1.3837058436458107,0.10729146815580753,Iris-setosa
+44,5.0465498809584055,3.001844992563518,4.473695539905711,1.4269086794308383,Iris-versicolor
+45,6.656739602168252,3.1222172034148716,5.0403939397734145,1.7318317509807335,Iris-virginica
+46,6.355475174428348,2.6898949315188934,4.142148584103572,1.2978232067736535,Iris-versicolor
+47,5.853166414041023,2.8390821660609262,4.2537531340683,1.4152674058754204,Iris-versicolor
+48,7.733986495930487,3.096608421888408,6.324543918328499,2.0231175967998225,Iris-virginica
+49,4.846551656494899,3.5694150909896245,1.3288934396178316,0.32687503098243237,Iris-setosa
+50,6.9904913228050205,3.2016522499185722,5.94962414727784,2.190845771360682,Iris-virginica
+51,5.030514381495459,2.8043618622078066,1.214696357393076,0.22296001203333812,Iris-setosa
+52,5.107255613300836,3.311288605585486,1.285835836212631,0.2761730724189195,Iris-setosa
+53,6.459566935527091,2.566697096476986,4.626720110164512,1.3020132673517164,Iris-versicolor
+54,6.595335887013233,3.1881057988256747,5.158206981518131,1.9385569056900551,Iris-virginica
+55,6.869026653939336,2.964947777682698,4.5354818817821965,1.3414332856421824,Iris-versicolor
+56,6.67161354130696,3.338651418103798,5.760501460952763,2.4616758211412235,Iris-virginica
+57,5.027502876633712,3.3906659087993347,1.3840928008786189,0.17493783158041082,Iris-setosa
+58,6.350224203182492,3.0033716087299123,4.51353738849043,1.4334108509123382,Iris-versicolor
+59,6.825351028919096,3.0364647645331835,4.5055265235982755,1.5699822020489385,Iris-versicolor
+60,6.324430290378915,3.214700167756487,4.774229443750478,1.310925563906455,Iris-versicolor
+61,4.7897949953419445,3.0147125356028757,1.1855122475910296,1.4146261756920127,Iris-versicolor
+62,6.4088147839898815,2.8622943352117205,4.9940065196143255,1.5044002098059819,Iris-virginica
+63,6.210576283362062,2.906413944043124,5.271370322305841,2.2338503030324888,Iris-virginica
+64,4.486223229438998,2.663569349233954,1.2397354598502757,0.11532723574751425,Iris-setosa
+65,6.704937707398275,2.7042131387097537,5.3500157764641605,1.7672100804112827,Iris-virginica
+66,5.409776229476954,2.880000779175491,4.413205988216664,1.2552870093838933,Iris-versicolor
+67,6.1947958543253865,3.3681146810784943,4.416194961692317,1.271365986514385,Iris-virginica
+68,6.184851819288611,3.000090600583844,4.115582666471141,1.1327036858436212,Iris-versicolor
+69,6.5679281176841355,2.5684198204144346,5.351752872957022,1.7078801971601796,Iris-virginica
+70,6.417544717735766,3.016992565483315,5.327522129362565,1.8001384386621675,Iris-virginica
+71,4.324642723293454,2.461520707110973,1.4133464458699008,0.3045664931762356,Iris-setosa
+72,6.613004582432234,3.3052068452031764,4.274873375418525,1.3427728679679671,Iris-versicolor
+73,6.417763076592184,2.7597606660221667,5.455836812589857,1.9812274887027566,Iris-virginica
+74,6.391814018857281,2.630777822927216,5.047625365359579,1.728724594197811,Iris-virginica
+75,4.9927141577672725,3.1250644494239794,1.490361412828611,0.17823680495230382,Iris-setosa
+76,6.332268665237086,3.024951598423568,4.5127073754502955,1.447317036267855,Iris-versicolor
+77,5.203393250061973,3.7071851245936447,1.766588248764308,0.2869171810475547,Iris-setosa
+78,6.97119036604562,3.2443194205274852,5.994846910531601,2.1284189462581518,Iris-virginica
+79,4.763884103641909,3.2221503792676383,1.5622564941900217,0.15186625292410583,Iris-setosa
+80,4.404933750347097,2.6720258287879664,1.2454032884406097,0.19536416887517233,Iris-setosa
+81,4.578038474831975,2.666809364510129,0.9613811205359756,0.10512951264896905,Iris-setosa
+82,5.829502662191604,2.914190372252912,4.455182486269858,1.5052046463272901,Iris-versicolor
+83,7.286865120375634,2.8566586054978345,5.819570512589064,1.834009382359992,Iris-virginica
+84,6.884938428908722,3.274981223566358,5.571054201993544,2.143562150915498,Iris-virginica
+85,4.806974946168982,3.529907859194391,1.3604722187165703,0.1513077129836828,Iris-setosa
+86,6.6195551919878035,3.2332602472349103,5.49363946008946,2.086176577291779,Iris-virginica
+87,6.793025254792756,2.8949711011261545,5.269159568277732,1.9046513225703363,Iris-virginica
+88,6.724089536150297,2.981630689143298,5.818279420806436,2.086542942390589,Iris-virginica
+89,6.156810694205258,2.3289674760688044,4.2853962040105165,1.5196071512593181,Iris-versicolor
+90,6.445774674520264,3.1120976608478266,5.091642204452871,1.9386064921550465,Iris-virginica
+91,4.561308471925102,3.002583924990755,1.1076993721761041,0.1949715038842027,Iris-setosa
+92,6.523842907252007,3.18452505048425,5.239057228201662,2.215732204955947,Iris-virginica
+93,5.251616566929734,2.6908750705579623,3.8989549038232703,1.2466667348839815,Iris-versicolor
+94,5.527532809347854,3.1928014822223543,1.3419095289707257,0.18119840425586667,Iris-setosa
+95,6.4739741379554285,3.3297942106067357,5.291128790210705,2.570200376754837,Iris-virginica
+96,5.803439458945679,2.5714881523192865,3.7735934029950444,1.0894508328023498,Iris-versicolor
+97,6.763985517789515,2.849936577975545,5.284484405635331,1.934281105123953,Iris-virginica
+98,7.048109399320751,3.0797871809244226,4.68973141888885,1.9765512062439852,Iris-virginica
+99,6.718047695414534,3.1798995326469885,5.48239945940232,1.885757344038291,Iris-virginica
+100,6.4317213817792,3.0512028521486183,5.275492143719557,1.784760870239366,Iris-virginica
+101,6.769952311248966,2.8260047356287252,4.575108138061451,1.3215731735856173,Iris-versicolor
+102,6.633798175836942,3.04558997060378,4.781428683741611,1.7188321367182267,Iris-virginica
+103,6.7925124902216085,2.9792092796255725,5.183001945112016,1.7235526792154596,Iris-virginica
+104,6.522726904204369,2.848547206924147,4.433468510548153,1.5535419208538943,Iris-versicolor
+105,4.646637156798368,3.0288905691801786,1.3232940954479984,0.06908712033466263,Iris-setosa
+106,6.695574571925718,2.2527727613882766,5.741076002727635,1.7854299371181082,Iris-virginica
+107,4.739657283203944,3.1001752726108744,1.484657349840782,0.17553797469783677,Iris-setosa
+108,5.668061106440828,2.401723770412976,3.505579188833452,1.3282752131460458,Iris-versicolor
+109,5.945020754717725,2.768324612479503,3.9425912773477254,1.325119616280081,Iris-versicolor
+110,7.21473134280789,2.5289041762217233,5.988607330273563,2.1249885311872396,Iris-virginica
+111,7.362888846853035,3.3053560224535867,6.592298626298564,2.288227083435265,Iris-virginica
+112,4.491738178973357,3.0023563196823893,1.3236243103340064,0.20379704368662035,Iris-setosa
+113,4.933139108635425,3.548494128280097,1.6250411672376945,0.11705951167212855,Iris-setosa
+114,7.374828771911167,3.307525517975912,6.320062327623414,2.1806293710144136,Iris-virginica
+115,6.424998391567327,2.964968517264796,4.934071782608009,1.9483879706941807,Iris-virginica
+116,5.2645435779778635,3.3016974403931054,1.4720161709075368,0.23587163512325712,Iris-setosa
+117,5.394045096047386,3.2840921409857424,1.152845102594589,0.6362243437129103,Iris-setosa
+118,5.817410405340883,2.979153031107597,4.711626321924543,1.6892369125438598,Iris-versicolor
+119,5.038053062897068,3.75494605154503,1.4061774153319737,0.2929629332792322,Iris-setosa

iris/tvae/3/16/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor

iris/tvae/3/16/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tvae/3/16/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor

iris/tvae/3/17/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.565856189354111,2.834354557328322,5.700329324793732,2.144776711381189,Iris-virginica
+1,5.470786752848775,2.7548112063906203,4.010994234366911,1.27491017893549,Iris-versicolor
+2,6.981779144929063,3.1903113854031746,4.835103328130555,1.4948874652015791,Iris-versicolor
+3,4.712500533651794,3.025296117598202,1.3462156856294947,0.06028276637261351,Iris-setosa
+4,6.309316182330936,2.685151416605502,5.055590329100725,1.8514183531466246,Iris-versicolor
+5,8.39003061314358,3.0233251718636818,6.7250075670986575,2.1754756219214175,Iris-virginica
+6,6.487297880308687,3.39472859736379,5.532847038623367,1.8132643766822594,Iris-virginica
+7,6.301557316304375,2.827784011782189,4.594577461604514,1.2524027778489666,Iris-versicolor
+8,5.355930407893017,3.406207629898802,1.3148931778342625,0.2102042899907541,Iris-setosa
+9,5.994186792256589,2.7011989772749696,4.724266563937128,1.7072264268956006,Iris-virginica
+10,5.592044999158661,2.5829314988036693,4.2859003610967665,1.172688213118377,Iris-versicolor
+11,6.7230358169240185,2.784645385330629,4.9556513693878115,1.7369778012487005,Iris-virginica
+12,6.027147521848693,2.9201606665303874,5.219382628384775,1.729422257757095,Iris-versicolor
+13,5.919575594617871,2.3110488027463885,4.0825083207123685,1.1890728349781146,Iris-versicolor
+14,5.781743326627316,2.879915684081516,3.855177873898705,1.3477832991058345,Iris-versicolor
+15,4.8586030662854025,3.5366954679841185,1.3890651293587606,0.2577154871912053,Iris-setosa
+16,6.626318114215714,2.858303882612619,4.75588643301614,1.4439831880858447,Iris-versicolor
+17,6.617304189405679,2.9335140326128966,4.407349257745309,1.7762455299676791,Iris-versicolor
+18,6.07862181886678,3.3144189915786404,5.245304509003271,2.066617746092748,Iris-virginica
+19,5.228996483505831,3.347253859139826,1.5745633356499515,0.27839781921415535,Iris-setosa
+20,6.890552016563839,2.8581701924787097,5.335334867949671,1.8734350980929673,Iris-virginica
+21,5.238982478721809,3.414985554349448,1.4189920300136558,0.2145568918271335,Iris-setosa
+22,7.142230401226518,3.015594899405957,5.817818674989575,2.2634352957702375,Iris-virginica
+23,5.1722565347696055,3.7190997072704413,1.624006644156095,0.28763248959669985,Iris-setosa
+24,6.120484137874748,2.8295847023709677,4.766047708700477,1.7223325363769413,Iris-versicolor
+25,7.419931290969771,2.6572626249059237,6.320795381359655,2.1387281590813183,Iris-virginica
+26,5.9191937579969185,3.032079580820749,4.907049552696198,1.8472099810674039,Iris-virginica
+27,6.360379060558697,3.215069994268359,5.10648056822744,1.9417653005780187,Iris-virginica
+28,6.264404573694391,3.010790599944161,5.503729836210399,1.8717985407686275,Iris-virginica
+29,5.953653554003526,2.568372814047649,3.6230678790567454,1.1992837994552856,Iris-versicolor
+30,4.567248175559291,2.7085576299424705,1.3965698153432116,0.2749608239610264,Iris-setosa
+31,6.504209848877528,3.120357427600382,5.172917430447307,1.9856977427366942,Iris-virginica
+32,6.645798952033136,3.044193477864637,4.782638388868529,1.5698836364344688,Iris-versicolor
+33,6.64484351939268,2.793782610428762,5.457466761806919,1.5427545605776831,Iris-virginica
+34,6.53959397155048,2.7545027490625413,5.153017057762133,1.6838767720246337,Iris-virginica
+35,7.479164192278783,2.9565289983296688,5.548741070542908,1.9407712098835739,Iris-virginica
+36,6.13771157998805,2.9879124514596644,4.307715732680832,1.3448235002404978,Iris-versicolor
+37,4.607320501449168,3.516686709610198,1.437592486183589,0.21464115702876474,Iris-setosa
+38,6.976168749465596,2.8905244655604014,5.861054217785041,1.8762365486773174,Iris-virginica
+39,4.44998280858127,3.5595818187035153,1.287731582370365,0.09897080696902039,Iris-setosa
+40,5.009264269010184,2.5284639937829847,3.40934499771365,1.4640879895307863,Iris-versicolor
+41,7.260189183373656,3.084491180366966,4.2022862965715095,1.512157989509239,Iris-versicolor
+42,6.22677731597402,2.7352548752789874,4.163710682031225,1.2064587613699784,Iris-versicolor
+43,7.008476884595997,3.169416266070064,6.022291052466716,2.4205869098856363,Iris-virginica
+44,7.241292877302115,2.887132155798364,5.8292979646377665,2.0055228249276422,Iris-virginica
+45,5.281084760282805,3.6805445502746394,1.3347660253569815,0.2017982025454441,Iris-setosa
+46,6.4462963145970305,2.762814278245506,4.545520076589434,1.2036676125599701,Iris-versicolor
+47,7.205832194256386,2.71883445273191,5.650459342292898,1.812818195205239,Iris-virginica
+48,5.268439918331682,3.4691651266398584,1.147920617517824,0.2251093850192819,Iris-setosa
+49,6.318613401548038,3.0360139336951684,4.694785984064983,1.758745781373396,Iris-virginica
+50,6.205940118652879,2.979255728647835,4.117940107556489,1.580374213458486,Iris-versicolor
+51,4.47992702478402,3.021279996337454,1.4308841275003046,0.10983756880970055,Iris-setosa
+52,5.279210191385988,3.242619387720649,1.2633784235485765,0.16537317049992029,Iris-versicolor
+53,6.064283743670621,3.1986515650486234,4.590285916852459,1.7525537619558234,Iris-versicolor
+54,7.306965176099146,2.7829756401641768,6.190318363398871,2.1829910295150556,Iris-virginica
+55,6.386659691778929,3.0195280691933535,4.843269755760402,1.5014034053298335,Iris-versicolor
+56,5.9093279890844,2.8785660748360637,4.251118599976129,1.188078890666227,Iris-versicolor
+57,7.2171027294226135,2.98088996111499,4.201031531796362,2.632173859690607,Iris-versicolor
+58,6.045720475615566,3.0516246102004003,4.3649462590468415,1.8644849019162142,Iris-virginica
+59,5.082667232832572,3.235621295375902,1.4755704833176493,0.17472377381648233,Iris-setosa
+60,5.014350066133208,3.1754020257202304,1.5274236328513553,0.2990569350489245,Iris-setosa
+61,6.5584622177302,2.842473373824865,4.530967748470567,1.475471480428078,Iris-versicolor
+62,5.92250836377819,2.9150904289707067,4.170343369134483,1.3404235867714767,Iris-versicolor
+63,5.870620555761315,3.1931465209603456,4.69901296322776,1.4422154533491112,Iris-versicolor
+64,5.272594994473623,3.6502271771382624,1.2427975086612975,0.2831881457040627,Iris-setosa
+65,6.23016281869655,2.813870352743707,4.599347444058598,1.336700872287485,Iris-versicolor
+66,6.561603302923202,2.900944919082105,5.048879666167172,1.689509330692042,Iris-virginica
+67,4.922114422502396,2.928874666528369,1.0786983112530666,0.17034520213971138,Iris-setosa
+68,8.184462530761754,2.9416150571650137,6.117415881624035,2.0542296987801474,Iris-virginica
+69,6.655552106951572,3.0556866337498128,4.766605748902688,1.4121554653248392,Iris-versicolor
+70,4.840680344836425,3.8313133947859064,1.6565799402833723,0.29551673367662146,Iris-setosa
+71,5.175176310630319,2.5606695574261753,4.3306210031704815,1.2133778196413696,Iris-versicolor
+72,6.369952616921437,2.7890821599801896,4.595521169885945,1.3256812538248979,Iris-versicolor
+73,6.793159851685142,3.0386536310264667,5.495544814196468,2.1742815910031865,Iris-virginica
+74,6.811239952001522,3.0934333464003294,5.131599504447909,1.9605771047997478,Iris-virginica
+75,4.746665951446767,3.4663182608704792,1.4541644112435899,0.22604462072629022,Iris-setosa
+76,4.793345625278565,3.896089070131015,1.3249635061159453,0.23881995633687217,Iris-setosa
+77,5.271993999293081,3.1656573007255013,1.4105021303454288,0.25314258611730056,Iris-setosa
+78,6.840726878038651,3.03581099218958,4.935366949568608,2.050676200558232,Iris-virginica
+79,5.284075573890398,3.26483729292959,1.2977730012649502,0.08969688569876824,Iris-setosa
+80,4.626009535722266,3.1725458620264124,1.3901484508205246,0.12272856303067448,Iris-setosa
+81,5.412782387127671,3.58728273981354,1.3648894089427277,0.4579351465011601,Iris-setosa
+82,5.86672786023315,2.6305846992231485,3.8928284374614517,1.561036561803157,Iris-versicolor
+83,6.110374093003268,3.028648163704656,4.464879125959902,1.2286094927859836,Iris-versicolor
+84,5.667902360328132,3.627793202859469,1.5626645946857483,0.3786359858874516,Iris-setosa
+85,6.499332347501887,3.3502160962553544,5.225386801662985,1.8414578713079253,Iris-virginica
+86,7.547250524531144,2.7540868267133143,5.926491219803275,1.812595039388797,Iris-virginica
+87,5.237429734436358,3.011084821516102,4.44281252276242,1.326624132820387,Iris-versicolor
+88,6.504582670109674,2.8977694185515124,5.0579222753241035,1.721251557883979,Iris-virginica
+89,4.944958951559445,3.1341236532094783,4.340962972186559,1.6544730065308657,Iris-versicolor
+90,4.272930192178532,2.8355732841218098,1.3352535545612119,0.28562977911996407,Iris-setosa
+91,6.901679684365085,3.5286659628756323,5.70253067395871,2.671458008735062,Iris-virginica
+92,6.839134088535226,2.908912375226351,4.522626089393298,1.3728766426896357,Iris-versicolor
+93,6.298007877052927,2.7693703613718035,5.210168838244566,1.8854287670988032,Iris-virginica
+94,4.699102159209696,2.72262630621085,1.34028249849012,0.13568679364541786,Iris-setosa
+95,6.813713414219797,3.1596171733978955,4.062599884009346,1.3784596614436095,Iris-versicolor
+96,6.383160491034621,3.3872281119443524,4.3773925036959636,1.815335776807848,Iris-versicolor
+97,5.876213104757365,2.3414891795585957,4.385222106446307,1.2665240576778487,Iris-versicolor
+98,6.936884578169732,2.9922740689409117,5.947491500101243,1.7439010749466548,Iris-virginica
+99,6.04356184958674,2.7457485546816014,4.059098734933517,1.4062499213572452,Iris-versicolor
+100,5.91436685162447,2.4308029358365184,4.307885997478616,1.2330398192123948,Iris-versicolor
+101,4.660963578759048,3.7836011418924693,1.5880555187591276,0.24973675224923947,Iris-setosa
+102,7.914774363083751,3.713956797333548,6.447820377853159,2.0953083649825004,Iris-virginica
+103,5.235927619634264,3.522833344599666,1.4752816195733987,0.16035796984622708,Iris-setosa
+104,6.61192221608414,2.9438238717568312,4.986897781203772,1.6038443271239209,Iris-virginica
+105,7.181564270521811,3.0566689245640597,5.188470567354851,1.9301584305326018,Iris-virginica
+106,6.068210081079026,2.959027000992285,4.005984979385099,1.097446974160839,Iris-versicolor
+107,5.559490171534459,1.808784468807707,4.124194939999891,1.2132725009685306,Iris-versicolor
+108,6.719867040800388,2.486308429111398,5.7330397688596095,1.7559944330076596,Iris-virginica
+109,5.012835464940396,3.3442924318835043,1.4544774948704993,0.20935397891196306,Iris-setosa
+110,5.296796576269988,3.6530173343159342,4.177112004685526,0.4215265235958181,Iris-versicolor
+111,7.133254444770888,3.0576417182607067,5.908927321835199,1.9387627018977676,Iris-virginica
+112,7.040091724568917,2.5104864869558363,6.052613447757874,1.8104821970359164,Iris-virginica
+113,6.279401798824335,2.9004091470320508,4.8715233575935635,1.774611423932567,Iris-virginica
+114,6.003064934770033,2.910000219176424,4.023885961659571,1.4107140300320755,Iris-versicolor
+115,6.145216812647909,2.7224776644814668,5.017732865393056,1.4949276434004501,Iris-virginica
+116,4.851038121135597,2.798672630166358,1.183503831772851,0.1289433316544033,Iris-setosa
+117,6.444341416428969,2.8896289042741796,4.643446471810742,1.31182898139028,Iris-versicolor
+118,6.415882859743779,2.8672570297326057,4.109771716026308,1.4613630299590592,Iris-versicolor
+119,8.108668610718258,2.9656405744168963,6.72911106023996,2.1047200480966954,Iris-virginica

iris/tvae/3/17/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor

iris/tvae/3/17/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tvae/3/17/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor

iris/tvae/3/18/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.555301848251955,3.1961305968680533,1.5652270211501689,0.07758463788139736,Iris-setosa
+1,7.276306327825107,3.120637811265823,5.4451929450763,2.0590776831359103,Iris-virginica
+2,5.136347561844979,3.5890772748063884,1.6737288017673282,0.21871727859505571,Iris-setosa
+3,6.126216177740904,2.7452977930913667,4.532974755391873,1.2562577591802941,Iris-versicolor
+4,4.739168444720056,2.6683229262013133,1.2780708607796676,0.002171027250710389,Iris-setosa
+5,5.226027810068267,3.502359664404272,1.4043282807092141,0.30891126868859453,Iris-setosa
+6,4.738686277739701,3.2449880674131015,1.1880030396314272,0.10382684905542633,Iris-setosa
+7,6.7077124323919595,3.449474312234038,5.482393628995428,2.6781955006758364,Iris-virginica
+8,5.870136843829782,2.8439717472012584,4.054027638540999,1.259846329020541,Iris-versicolor
+9,4.997468565698203,2.919131239875779,1.4181162926831914,0.2845277295148552,Iris-setosa
+10,6.850352580157861,3.36968811123233,4.833537052842342,1.612840637057587,Iris-versicolor
+11,6.750806106122257,2.5773525416570187,5.099528624690166,1.699814029583443,Iris-virginica
+12,5.075531185644841,3.96033402808829,1.502182714788137,0.362797358808817,Iris-setosa
+13,6.458806023416165,3.3982215952042134,5.758076957253425,2.6517845923152104,Iris-virginica
+14,6.707043317791576,3.2969125545715814,5.819297692742576,2.4125414779861996,Iris-virginica
+15,4.714597496706364,3.2034279670995405,1.3591047913497705,0.20598007438327048,Iris-setosa
+16,5.2770873625455685,2.7510069951716862,3.78574234974921,1.1473977184889463,Iris-versicolor
+17,5.987285164781003,2.8477510632667653,4.444427488873447,1.0974374073556286,Iris-versicolor
+18,4.656967671579869,2.6871446903966905,1.3842843665189535,0.13224534241220992,Iris-setosa
+19,5.087719132378675,3.5193694485592366,1.4347458658895629,0.2245552929621742,Iris-setosa
+20,6.424286879617197,2.8448649428964576,4.684954225711585,1.4667586570446043,Iris-versicolor
+21,7.027669325936129,2.9562653297598716,5.899822646663905,2.291709325546083,Iris-virginica
+22,4.744925568295662,3.049194547532278,1.3178989765473585,0.07797499740228608,Iris-setosa
+23,5.837839481672487,2.6960863256947407,5.349413076634589,1.607809808482132,Iris-virginica
+24,5.430886382267419,3.51432885229619,1.248010812738896,0.2687431272198415,Iris-setosa
+25,6.485529330118513,3.1482102549328963,5.393901916077222,2.1840275060717627,Iris-virginica
+26,6.819121923652252,2.9778688541860663,6.289674930683579,1.795612429923004,Iris-virginica
+27,6.610620258995975,2.922073978369346,4.913065046572874,1.67761983587307,Iris-versicolor
+28,4.960124662722385,3.2578316535875844,1.5061530947004071,0.24205787172065585,Iris-setosa
+29,5.940921312158207,3.4951394358007986,1.4002265078097929,0.21107371280421217,Iris-setosa
+30,7.013998483899704,3.1553302677097284,4.656358022042998,1.512041873192959,Iris-versicolor
+31,6.8813815971109795,3.038396645970618,5.5231146058848894,2.30597640752924,Iris-virginica
+32,4.991024240079653,3.116767686520592,4.068189187042233,1.581283319037848,Iris-versicolor
+33,7.287430155772509,3.253210391616341,5.482565104218123,2.2215251793215907,Iris-virginica
+34,6.230286853148734,2.7162611399848373,5.009915602493712,1.4723515716541205,Iris-versicolor
+35,6.775792113920956,2.8466969225882623,5.282074484715889,1.9983292660101375,Iris-virginica
+36,5.029458051764474,4.0342066680019375,1.3000840645020608,0.25164359237127987,Iris-setosa
+37,5.0667624327167635,3.413172230493067,1.5323644693395952,0.13304651367680473,Iris-setosa
+38,7.573839182579537,3.7343568428686726,5.977374942785152,2.261064094678573,Iris-virginica
+39,7.38419325324927,3.1105514357500317,4.536001688961866,1.6556736368347809,Iris-versicolor
+40,6.930963182083,3.292554376369751,5.974854505329761,2.424150514555291,Iris-virginica
+41,6.7147080945439965,3.04017075460453,5.531694072538212,1.9660356066801041,Iris-virginica
+42,4.930200663180134,2.911347916244962,3.759260115790911,1.5967242356095541,Iris-versicolor
+43,5.9343628873857455,2.662689818549172,4.176573169576725,1.1508258096807271,Iris-versicolor
+44,5.238196674649708,2.5820358611050422,3.6689659165203317,1.1156424187187541,Iris-versicolor
+45,6.351501813266426,2.9807381501323333,4.739109284733672,1.7095511451866165,Iris-virginica
+46,4.810290557821057,3.3653262454540043,1.3019584899125487,0.1548785441113629,Iris-setosa
+47,5.278922318440417,3.527923992349626,1.343674883852256,0.32666272220391157,Iris-setosa
+48,6.813477465138062,2.8144257225059546,5.13697129472423,1.795197593793863,Iris-virginica
+49,6.459462197547929,2.518474397193354,4.773552812835469,1.2628154889666305,Iris-versicolor
+50,6.427489492784567,2.897557254201933,5.253907363300846,1.7092304620598602,Iris-virginica
+51,6.26950308575438,2.730294956488461,4.636296538627104,1.6294341525387237,Iris-virginica
+52,4.607181969131929,2.4689982448624237,1.1714879059294256,0.06487956969682424,Iris-setosa
+53,6.608996547343425,2.86285196020621,4.59336355748364,1.3716671999916283,Iris-versicolor
+54,6.431679116788771,3.1957775098489076,5.640480032369814,2.35584290729199,Iris-virginica
+55,6.347928177551736,2.69852781235504,4.531602142487687,1.326690551952043,Iris-versicolor
+56,5.690235767086023,2.901746103923496,4.535531681009336,1.6194952000322094,Iris-virginica
+57,4.7491701998274385,3.2632145264340395,1.5673274416490508,0.29098520522930355,Iris-setosa
+58,5.525695379952549,3.2714584054893754,4.304131039394133,0.39508938138853944,Iris-versicolor
+59,4.836958219394612,3.2201717949300948,1.1176224582721035,1.4971478368130426,Iris-versicolor
+60,6.185386236244404,2.8886564921566182,3.9337664841521525,1.3076392916869426,Iris-versicolor
+61,5.176321701300944,4.136450247178807,1.2610219419207067,0.29781947814466464,Iris-setosa
+62,6.330327855184494,2.7249028350076094,4.451794784844339,1.442124045244036,Iris-versicolor
+63,7.001425056756037,3.188072923336289,4.475292723454125,1.5585261939825215,Iris-versicolor
+64,6.34200652247836,2.9395883902659325,5.229578109519095,1.8493713437198107,Iris-virginica
+65,5.371535687461778,2.854444549641407,3.8038393424322567,1.5807171632448311,Iris-versicolor
+66,4.921930779039411,3.544305570532863,1.5221580542438806,0.3445553349008011,Iris-setosa
+67,4.723220263302541,3.288869725200234,1.3060291168267513,0.30945621093993203,Iris-setosa
+68,4.804958035907487,3.280884676502434,1.322363670529021,0.17025841161065275,Iris-setosa
+69,6.428621434112081,3.5521967012146525,5.653009715016024,2.5809303441901648,Iris-virginica
+70,4.810531102643686,3.1548418298893486,1.4029992259871193,0.10276074155926049,Iris-setosa
+71,6.8979194822841885,3.0678081326049877,5.626426921823885,1.8928718616670537,Iris-virginica
+72,4.6451816287322885,2.8385660575524048,1.1509672490920426,0.14719862552989016,Iris-setosa
+73,6.492740618230224,3.1239757741232475,4.992431886052252,1.8277051382724554,Iris-virginica
+74,6.124849760151135,2.969550461823692,4.491878346544641,1.505927122791929,Iris-versicolor
+75,6.336351571530102,2.628838008278556,4.072682703272801,1.3203416922364102,Iris-versicolor
+76,6.045563865812365,2.790946850471093,4.065975323300797,1.3633635031687805,Iris-versicolor
+77,5.8500377222936315,3.1059764567645862,4.403223097003245,1.475680986994095,Iris-versicolor
+78,7.418621695245468,2.6809411680223203,4.841518918720236,1.712239568400297,Iris-virginica
+79,6.250325206246709,2.906260604948633,4.7032648942703155,1.658018802413042,Iris-versicolor
+80,5.192255714254863,2.7458178728995586,3.805512607853676,1.4479952881531073,Iris-versicolor
+81,4.989317291886488,3.6337415977655447,1.4684191283634553,0.2649033415178499,Iris-setosa
+82,5.336104493823787,2.9799073048692635,4.79829310640336,1.3362744874926056,Iris-versicolor
+83,5.321830330119011,3.5248160833017055,1.5021238150542955,0.28337663189168655,Iris-setosa
+84,7.13664007367789,2.903665128712238,5.51980764263269,1.870078660403106,Iris-virginica
+85,5.807648363335269,3.0654972037969825,4.278976091217114,1.2827188602729207,Iris-versicolor
+86,5.5068268724668386,2.8759430354111992,4.818697155704831,1.4137924189528477,Iris-versicolor
+87,6.592301924161006,3.018039296311123,4.859316349339433,2.0771913941654634,Iris-virginica
+88,7.0244102753363995,3.426046514392496,4.250797198667243,1.285213558637058,Iris-versicolor
+89,6.185205356119945,2.9502029706633093,4.781526962311761,1.8572162057856925,Iris-virginica
+90,7.481578203361705,2.8502873987652113,6.233164265159818,2.032951072604865,Iris-virginica
+91,4.779438399164862,3.42745287263875,1.5979430905937864,0.30010023877908687,Iris-setosa
+92,6.796324832884887,2.8366851763294583,4.437662855704576,1.7262164778210907,Iris-versicolor
+93,5.500396481732166,2.029113337036815,4.302050439759769,1.2929453654032468,Iris-versicolor
+94,5.35000228005237,3.580142346508738,1.577036014244021,0.2604055884651979,Iris-setosa
+95,4.357443621680559,2.3198118501539033,1.245767763003232,0.1264079016717113,Iris-setosa
+96,6.726400088421071,3.2290942900299306,3.860196750462829,1.367166737105756,Iris-versicolor
+97,7.337716487194738,3.428261565130989,5.595491852793963,2.3167370211880134,Iris-virginica
+98,5.908702649030821,2.6522630196024077,5.0886310776982056,1.8762327174374418,Iris-virginica
+99,5.199995840216526,3.541278907745514,1.2661865905315792,0.3048068512882395,Iris-setosa
+100,6.04079426343082,3.154352737936445,5.393078616820643,1.2723013021365763,Iris-versicolor
+101,6.507382244726842,2.733615650931782,4.178536938671294,1.5377058146424831,Iris-versicolor
+102,6.9882679152510025,2.376623953059271,6.449559799344975,1.7931475049763377,Iris-virginica
+103,5.337650839852439,3.2533002424536575,4.753359412762855,0.21701869647218613,Iris-versicolor
+104,6.06092713446383,2.6821436340663958,4.029396128530606,1.1704248606377354,Iris-versicolor
+105,4.468381659203598,3.125409445520289,1.7010036979342433,0.24735170350710065,Iris-setosa
+106,5.03868405097167,3.47061798702673,1.4687920678867132,0.1808144646470712,Iris-setosa
+107,6.278034770440194,2.8604270973564323,4.697370743734167,1.4995495907354408,Iris-versicolor
+108,6.724730685839562,2.9851666862073576,5.601829136751796,2.1364771114936336,Iris-virginica
+109,6.550242757311041,3.148309223168468,5.26943677874959,1.802902565779106,Iris-virginica
+110,7.11059728949703,2.79665853105948,6.165171806427089,1.8051889667162275,Iris-virginica
+111,4.547026463914964,2.6632238410081968,1.4851733637761384,0.12444820569842871,Iris-setosa
+112,5.834410916979569,2.9181095362770466,4.208701281922391,1.3814403498480377,Iris-versicolor
+113,6.17662935555806,3.093898657948798,4.722795900510444,1.5568650603290226,Iris-virginica
+114,6.710693737100006,3.3696875808312012,4.276674483999116,1.751561677907117,Iris-versicolor
+115,6.344102522806822,2.7030619076314943,5.55520183793552,1.6082516402700893,Iris-virginica
+116,6.764184085881739,3.2304748748883143,5.309813950498726,2.231763020563339,Iris-virginica
+117,6.356671267906058,2.648139073703897,4.649127724487049,1.4158654841201685,Iris-virginica
+118,6.585877133526383,3.0587595458000756,5.882117625153817,2.165369672985127,Iris-virginica
+119,6.428447546514202,3.089191376045079,5.722436481864467,1.7185871502762011,Iris-virginica

iris/tvae/3/18/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor

iris/tvae/3/18/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tvae/3/18/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor

iris/tvae/3/19/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.381313671997089,2.7380525637750934,4.773992954214934,1.6098424622943404,Iris-virginica
+1,4.594145885709252,3.4720558114916855,1.4627730578264202,0.1286259745462306,Iris-setosa
+2,6.274831105199052,2.867163248210945,5.401183390001761,1.6738256371045892,Iris-virginica
+3,5.950929361240544,2.777688261427601,4.738316438950697,1.4438652591211583,Iris-versicolor
+4,6.65568336142673,2.6881089117081682,5.520816825789099,1.8928472060160633,Iris-virginica
+5,6.363942896095713,3.0016483854887532,4.7132140650440215,1.5232618562764224,Iris-versicolor
+6,6.902176836591924,3.1174060304588496,5.527682802343309,2.310594912744153,Iris-virginica
+7,6.652373282210286,2.9545316824099883,5.57696958690527,2.076607196787742,Iris-virginica
+8,6.29516804158938,3.3927498227753707,5.157947560627959,2.0612480710394765,Iris-virginica
+9,5.517348170851823,2.892875641063454,4.656467845437289,1.7153440673212483,Iris-versicolor
+10,6.339717878917637,3.0529875987444828,5.9364360206627325,2.0423546228443743,Iris-virginica
+11,6.664567363883619,3.181032663198171,5.316459079732117,1.8477730366683094,Iris-virginica
+12,6.258231733897614,2.835951206260546,4.0875153770424495,1.2002013954483588,Iris-versicolor
+13,4.629646483767804,2.767236244150628,1.2014503933609848,0.15300633676787567,Iris-setosa
+14,6.724227987372384,3.003381778948267,4.666418840918153,1.3312325899855681,Iris-versicolor
+15,6.937230485527165,3.1866510900555958,5.869851454686868,2.14769008760319,Iris-virginica
+16,6.887473252743325,3.1156937401411695,4.610257620748953,1.4912947849055949,Iris-versicolor
+17,6.557036853266974,3.446861498332841,6.083037032381584,2.1192824564654407,Iris-virginica
+18,6.214915490162458,2.276545183887976,5.063149667013571,1.499053426189989,Iris-virginica
+19,5.668376281886399,2.639981402087645,3.987856899095849,1.3479913443093279,Iris-versicolor
+20,6.56307204581455,3.1408807022397625,4.650670680060503,1.5908068194027891,Iris-versicolor
+21,7.302362180716127,2.734806381104404,5.896585366347978,2.154104838278497,Iris-virginica
+22,5.649549141898113,3.5676634250736132,4.393800726582758,0.21104623898357028,Iris-versicolor
+23,4.8905419888836885,2.938600882625367,1.4563867342519585,0.1859086930852592,Iris-setosa
+24,5.36309501793911,3.5251972810875496,1.4307523838576084,0.24058014670948022,Iris-setosa
+25,6.5451671549391035,3.2213673071779514,5.777486203038782,2.3380211088453104,Iris-virginica
+26,6.680742402026656,3.3227856155912807,4.846924086140488,1.527572448855736,Iris-versicolor
+27,5.634691293298081,2.6973495638065312,3.9015306991950074,0.9756103669593603,Iris-versicolor
+28,4.481040624219009,2.9244741055138666,1.2897025154737543,0.15678726313526437,Iris-setosa
+29,5.11034322150385,3.1620629594738956,3.9338670102318307,1.8293229332514445,Iris-versicolor
+30,4.940675746277045,3.063671142939859,1.4083335836736528,0.27700581317262774,Iris-setosa
+31,4.7023947949687255,2.4889033542070655,1.2355204357949447,0.17167445768818035,Iris-setosa
+32,5.876694881852393,3.0548362632842965,4.302551659762105,1.3486692605389947,Iris-versicolor
+33,4.580823495913959,3.0622714280983327,1.274629619849428,0.23574129985026762,Iris-setosa
+34,5.940723153239435,2.838338350757484,4.270429351813841,1.3923411304694833,Iris-versicolor
+35,6.3566327981819155,2.7641830471514446,4.306925547785186,1.2115007446824326,Iris-versicolor
+36,6.798120252442949,3.200279534119116,4.981619074063838,1.6977415877055968,Iris-versicolor
+37,6.57914035641528,2.241266886982836,4.801973837547673,1.2945388440881653,Iris-versicolor
+38,4.824242816244439,3.6087323159225653,1.3319969731390713,0.2238008880731619,Iris-setosa
+39,6.365663676486541,2.7228322295037755,4.489235404214269,1.508402939935185,Iris-versicolor
+40,5.286897682700082,3.0329148408864204,1.3474741648288777,1.5975768279271312,Iris-versicolor
+41,6.487799100275536,3.1531452742138066,5.099829680256905,2.0750866795335234,Iris-virginica
+42,7.297153687407931,3.048393196868414,6.058518705356424,1.9108347436221518,Iris-virginica
+43,6.1668552575021005,3.0601110999904466,4.762207734998151,2.0796928505465186,Iris-virginica
+44,4.811793649435575,3.3117992018603495,1.4631960472913932,0.28529703007587803,Iris-setosa
+45,4.853913381764752,3.417503153078479,1.624865262475691,0.03444447300532691,Iris-setosa
+46,5.337466442639819,2.6967830702446993,4.410104323950776,1.021411363553006,Iris-versicolor
+47,6.047080188001384,2.4962827060736794,3.8481162629390187,1.1612196920763282,Iris-versicolor
+48,5.630058813082448,3.620257688592811,1.747396247413412,0.2584848184733054,Iris-setosa
+49,6.713450774136081,3.1503452682871225,5.22690585668705,1.9752938737736299,Iris-virginica
+50,6.344024195892936,2.6055962352852693,4.679399295596212,1.4321650512939088,Iris-versicolor
+51,6.493240772620551,2.71813748348454,5.289748496123888,1.8288668875045782,Iris-virginica
+52,4.546820632814405,2.9970660836458816,1.3201854240324933,0.19045491390835229,Iris-setosa
+53,6.668987005432647,3.1398348301662247,5.761737128158596,2.145050388149145,Iris-virginica
+54,5.882876913806373,3.1620856663419734,4.677900825921537,1.4578707258018178,Iris-versicolor
+55,6.353692545852717,3.0035588119165917,4.7586298276224985,1.4368229415327902,Iris-versicolor
+56,4.856477087973614,3.017571011889869,1.2615484944226676,0.08714206697531732,Iris-setosa
+57,5.832811662661201,2.5671407833961837,4.637553645995416,1.6108753755807808,Iris-versicolor
+58,6.519701868786893,3.052477520910936,5.309031133525522,1.820493909681674,Iris-virginica
+59,6.9265886574518225,2.7443380401624213,5.0422673605663215,1.9225560478208137,Iris-virginica
+60,4.213106788759431,2.6765116558036883,1.315792600121063,0.1572897271759583,Iris-setosa
+61,6.278958152139481,3.167374835227509,5.33073669242047,2.1424943719729024,Iris-virginica
+62,4.899086073183299,2.9171525915916696,4.248740783339709,1.165659770808217,Iris-versicolor
+63,5.93848249065899,2.5112244962960273,3.912615151141969,1.2856019766110687,Iris-versicolor
+64,5.388280294719593,2.429612345416142,4.214530559955196,1.391879945224549,Iris-versicolor
+65,4.556690849047073,3.0832327825035177,1.15557831674859,0.15907330335340936,Iris-setosa
+66,6.839096078186884,3.0050721685740225,5.544956712236903,1.9683662768033083,Iris-virginica
+67,6.418479775416978,3.397343573677174,5.232734284135152,2.1337976392090345,Iris-virginica
+68,6.12497253751104,2.655819977304149,4.7224992007301365,1.6004123403270187,Iris-virginica
+69,5.94573263553598,2.8609491295838216,4.65932692888119,1.3676508310694955,Iris-versicolor
+70,5.1891115246089266,2.59858922172935,4.542040766122809,1.0662496400818005,Iris-versicolor
+71,5.195852757873786,3.5722880873115495,1.3317433912141274,0.12571579010322728,Iris-setosa
+72,5.862279090882427,2.7510921170285427,4.338217232708704,1.2831399421656067,Iris-versicolor
+73,5.368563238190817,3.250894451907511,4.4366456926241575,1.5262330406658182,Iris-versicolor
+74,5.197702080294121,3.441447648977109,1.5800332576678937,0.2784962390814273,Iris-setosa
+75,7.0223560409478205,3.3483670758177553,5.651267978550964,2.1989429797941993,Iris-virginica
+76,5.243128827835099,3.403508620432884,1.1300416930429238,0.20590527737083306,Iris-setosa
+77,4.393930002816555,2.356986550965616,1.01045707577375,0.15727674567298114,Iris-setosa
+78,5.083707621747511,3.018191302979133,1.507183481615183,0.1572924130511168,Iris-setosa
+79,4.423822137606842,3.399116741259106,1.4362769175449919,0.13268860080038816,Iris-setosa
+80,4.889287755269024,3.242674181580056,1.5342684789252616,0.17829697986021772,Iris-setosa
+81,6.758646231871189,2.9483091748884847,4.775739122038924,1.4368196862439908,Iris-versicolor
+82,6.448157063898969,3.1124679154548773,4.508240388679625,1.4113097001096027,Iris-versicolor
+83,5.632865721733872,2.882113407144932,4.533398128403131,1.2919238244662592,Iris-versicolor
+84,6.7073584842878615,2.9431635918255656,5.085948726593755,1.7303003102488008,Iris-virginica
+85,6.367800284901836,2.5706652369703233,4.410604951877643,1.3997382867749195,Iris-versicolor
+86,4.985062872448713,3.490978391516802,1.5698993475581078,0.3876353411354321,Iris-setosa
+87,5.335685967577131,2.666728080284509,4.39179962455307,1.6026806247969116,Iris-versicolor
+88,6.357649329231148,3.3350330686217777,4.9102063030264675,1.600671804523115,Iris-versicolor
+89,7.222218190635622,3.2182194837848543,6.211328388397204,2.2331100138076923,Iris-virginica
+90,6.487780479290642,2.9371126649636907,4.687505399801654,1.3253359560163713,Iris-versicolor
+91,6.642093630198952,2.987573796029351,4.632240127128782,1.4525491805148376,Iris-versicolor
+92,4.930044447531375,4.136590550579051,1.6521810017865963,0.1260469725056639,Iris-setosa
+93,6.5987742696467535,2.910823355135089,5.293254647862426,1.7955555596603299,Iris-virginica
+94,6.304502218064506,2.8957728764117783,3.893669558872795,1.0573595488992962,Iris-versicolor
+95,5.182969086459565,3.5069671762549075,1.3506254416192407,0.20464592512609303,Iris-setosa
+96,6.271289704111432,2.4866845834367957,5.733751089175588,1.881451717131717,Iris-virginica
+97,5.24209724897237,3.3383104402147192,1.5456268636297124,0.22563786860783497,Iris-setosa
+98,5.017602467425062,4.011801087953034,1.4168129134430525,0.3176102064887084,Iris-setosa
+99,5.111295124822367,3.6655115323339063,1.1050782402374362,0.4534617860690456,Iris-setosa
+100,5.85118267572089,3.1342321960158137,4.7038068919612925,1.605347094696303,Iris-versicolor
+101,6.106949311978915,2.7851870024306473,4.493721511166909,1.3702593682243476,Iris-versicolor
+102,5.9413239106658295,2.813917767989685,4.631240451758423,1.5801628593075425,Iris-virginica
+103,7.088437009211872,3.1804731388546155,6.222828633840463,2.2235255916278827,Iris-virginica
+104,4.167000029769891,2.589844320087066,1.2290257413480457,0.1641167355820165,Iris-setosa
+105,6.617254875477082,3.089654277707408,4.649819450574135,1.521299662851544,Iris-versicolor
+106,4.985811388690428,2.7822981630044588,1.2944395141418028,1.1505250814875994,Iris-versicolor
+107,5.810586663320334,2.3243483210136215,4.788533087010256,1.4804166192593435,Iris-versicolor
+108,6.093153720529192,3.111621908908982,4.794853495102552,1.9292594700527959,Iris-virginica
+109,6.323384389852745,3.169962083552061,4.8680426544886926,1.2077264646402535,Iris-versicolor
+110,5.082598010045187,3.598140987019476,1.5932231222188542,0.2458723544044072,Iris-setosa
+111,5.486359680069887,4.130210694814565,1.6311502143638414,0.39008515903652047,Iris-setosa
+112,6.207861919283603,2.970429890025245,4.305476068435572,1.8319518686009646,Iris-versicolor
+113,6.366012876876653,3.219925910735856,5.031639674702629,1.6764346539604593,Iris-virginica
+114,4.756891522053443,3.0765384038516825,1.467165932677686,0.29171923941833844,Iris-setosa
+115,6.062058515073503,3.0343203680533724,4.29204152711094,1.6199903944176095,Iris-versicolor
+116,7.079997142493928,3.0197837871162743,4.821989429487523,1.9308160194524127,Iris-virginica
+117,4.933724129049781,2.8754528342805052,1.3384175800235,0.29040889305298456,Iris-setosa
+118,5.433049747254713,3.0816866067343436,3.7724299921751276,0.7762972578829199,Iris-versicolor
+119,6.337562540286362,3.0984839811050855,4.820920790116646,1.67546754862134,Iris-virginica

iris/tvae/3/19/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor

iris/tvae/3/19/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tvae/3/19/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor

iris/tvae/3/2/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.361648978668092,2.316142171358019,4.837499796736093,1.7358862476388184,Iris-virginica
+1,4.805566638968169,3.1030839660490557,1.1146298611200993,0.10422915909944061,Iris-setosa
+2,5.374456289462121,2.5930454241914904,3.958914209508142,1.1858148571776725,Iris-versicolor
+3,5.265495715778721,3.5226453556279766,1.453843326460294,0.20389422111022543,Iris-setosa
+4,4.544140698150889,3.1922804986648496,1.362903026085779,0.2497788178192409,Iris-setosa
+5,5.888387179144861,2.7623932292000535,4.702244907846177,1.4301575604285934,Iris-versicolor
+6,4.643660875316749,3.066936276036618,1.258202167328264,0.2663962877189644,Iris-setosa
+7,5.954750245833993,2.8892726654663914,4.553155962705264,1.6037815626100922,Iris-versicolor
+8,5.243239703980954,3.6032340174495974,4.579330981520059,0.3034988424923373,Iris-versicolor
+9,6.007454142677291,2.4859852711114003,4.718356893553487,1.3589606606318934,Iris-versicolor
+10,5.068318456041417,3.3057642470332924,1.3977126210999429,0.26413858833441956,Iris-setosa
+11,4.933623325669191,2.6314222118550195,1.2260965236846557,0.13081789199938873,Iris-setosa
+12,6.453943002037738,2.9458624250824714,4.503988049202057,1.5608061426658362,Iris-versicolor
+13,4.461241434652412,2.896845247356486,1.3218139796198274,0.14682433040972326,Iris-setosa
+14,5.329597511505174,2.0688989689075434,2.82692828796005,1.188840850697743,Iris-versicolor
+15,4.9403184304334005,3.0637061209247016,4.373939729394748,1.4189394449020758,Iris-versicolor
+16,5.646283575263646,2.500199274214595,4.171815283507219,1.2218482433094588,Iris-versicolor
+17,7.72128860249448,3.609458829972466,6.25159577681587,2.342158401125467,Iris-virginica
+18,5.210177996147348,3.5782358149150233,1.445330266579594,0.35724869190638614,Iris-setosa
+19,5.752558544830388,2.187300898587728,3.8789756432370686,1.4412215804874118,Iris-versicolor
+20,6.1455049242931885,2.666468082406244,4.604523975968506,1.527000193723238,Iris-versicolor
+21,6.525435301746617,3.16012353057462,5.605651441022636,2.2126683142083814,Iris-virginica
+22,5.831860951040536,2.6329193163917917,4.074153946854855,1.3845297383142474,Iris-versicolor
+23,6.878911440751603,2.438136111005082,5.795593480053963,1.8167185485940145,Iris-virginica
+24,7.182023269788823,3.568521084567436,5.8405089506913015,1.8520647199436993,Iris-virginica
+25,4.552266656235421,3.3158382279167173,1.2773710169211805,0.2242254997985408,Iris-setosa
+26,4.500493545141663,3.3475973840465914,1.418337287179301,0.30384263184968685,Iris-setosa
+27,5.865635011076123,2.9286591269802162,4.210211197621646,1.305777990707098,Iris-versicolor
+28,6.000829062474553,3.1705361918448456,4.461178300036449,1.2630568988784727,Iris-versicolor
+29,4.78113942992166,3.3624461684263376,1.2812939303947437,0.2609815670314577,Iris-setosa
+30,5.831676019289703,2.511740237367331,3.849681444506406,1.540031584293614,Iris-versicolor
+31,7.220290071979597,3.1381492304846064,5.465839262754989,2.1995171438518657,Iris-virginica
+32,4.919967557938696,2.767749395252368,3.702680908176443,1.4156091509446047,Iris-versicolor
+33,4.825184587266071,2.3949093465104325,3.9442784613211246,1.7175684265831312,Iris-setosa
+34,5.342706180881599,2.428382245607147,4.930424914688795,1.7616083181021773,Iris-virginica
+35,6.751313873061899,3.018180718478286,4.288514594162226,1.4678662540609748,Iris-versicolor
+36,4.830787144150827,3.3437453061940907,1.5449046284452694,0.18215504021793985,Iris-setosa
+37,6.439093642669369,3.1288907501294423,4.895401052593589,1.4850372175685729,Iris-versicolor
+38,5.0314580822442005,3.695192446486149,1.4615054771214826,0.1789683329284788,Iris-setosa
+39,6.421255998795935,2.9790196261644226,4.676093539974584,1.7500928631420818,Iris-versicolor
+40,6.535184033865178,2.6433500717638885,5.800599070547646,1.6338852080459478,Iris-virginica
+41,6.928783174967239,3.4393853415450795,5.452037766677755,2.695525144497428,Iris-virginica
+42,5.795336817490046,2.8274651536689595,4.197945764126181,1.548584873400238,Iris-versicolor
+43,6.6053714813667535,2.4953444151708926,4.354270524754673,1.2774195867523468,Iris-versicolor
+44,6.501051346672094,2.805425769781661,4.83627954640083,1.7514643256911657,Iris-virginica
+45,5.292445107809505,3.550576638829689,1.4856642199796022,0.09595527201294277,Iris-setosa
+46,6.451352580121722,2.9011607485309816,4.683748275636248,1.3438166588273113,Iris-versicolor
+47,6.258568247238464,3.0747987268276633,4.1225152307231285,1.2963794073060113,Iris-versicolor
+48,6.091618422571411,3.670098873519424,4.310402599653017,1.5522565324068098,Iris-versicolor
+49,6.386370183818062,2.818034664013781,5.527761526346856,1.6810288827553008,Iris-virginica
+50,6.727199225220171,3.154434718378765,4.654621199753576,1.5524506517729362,Iris-versicolor
+51,5.057533015390011,3.0024033900127534,1.3533815434747838,0.19066938313605136,Iris-setosa
+52,5.011141602185575,3.3287974114648713,1.6604631085398813,0.23298379921619305,Iris-setosa
+53,6.318133086265984,3.2715866581419464,4.29396988805819,1.3104630808985591,Iris-versicolor
+54,5.129647225443402,2.5150316988250596,3.7634029455449625,1.36551085353049,Iris-versicolor
+55,8.146171070660209,3.0078170239067203,6.598274365206745,2.1570874884626354,Iris-virginica
+56,5.3590312320704125,2.860590769469807,4.093083513119662,1.4635807468234652,Iris-versicolor
+57,4.5282593986878785,2.290968513941851,0.8841986321925301,0.06367693092084445,Iris-setosa
+58,6.526880561940978,2.7357145014861404,5.174424993674562,1.5876988317426868,Iris-virginica
+59,4.433036692196295,3.3241157048702106,1.3588205111732519,0.19567450691400431,Iris-setosa
+60,7.112818836707801,3.536207226795189,6.293882592026858,2.4391033178198063,Iris-virginica
+61,5.159658921525463,3.5370717383992556,1.6300625152664203,0.19821900822607677,Iris-setosa
+62,4.69180982821959,2.946513173266074,1.1981509600316242,0.10844296734281975,Iris-setosa
+63,6.063608424752578,2.2939779679075385,4.164502450861238,1.2200066820370081,Iris-versicolor
+64,6.854997912570257,2.788393670239344,5.835500217502128,1.8832113937651391,Iris-virginica
+65,5.2216014999382745,3.512263946929267,1.4340207083192793,0.1356341811397042,Iris-setosa
+66,6.522964931775523,2.8531989252278724,4.464266982541396,1.383753319343135,Iris-versicolor
+67,6.128721707968972,2.981727168581601,4.715372685580131,1.4853273307373036,Iris-versicolor
+68,6.618033964696864,3.174887363732221,5.3885816038478715,1.9695124260464338,Iris-virginica
+69,6.674613526603658,3.002218646898422,5.035322639572606,1.898877920779375,Iris-virginica
+70,5.491214868581607,2.8183259073765066,4.396853048831597,1.4794733312381902,Iris-versicolor
+71,5.544962954262895,3.5132702666964715,1.22391795334476,0.21389478763074338,Iris-setosa
+72,4.6870738583685725,2.666261208377639,1.0444964786692186,0.13930817728808007,Iris-setosa
+73,6.60043296229956,2.9543266272005186,5.09555694417167,1.9107001648104462,Iris-virginica
+74,5.08091923200156,3.1888947058804415,1.321864077142644,0.20120742430823144,Iris-setosa
+75,6.758452506928864,2.9286241991884725,4.967116116190502,1.5651287350966532,Iris-virginica
+76,4.906652291245182,3.9945204782633748,1.5621696884735603,0.22072861960999432,Iris-setosa
+77,7.07129090732014,2.800427441890032,5.948384442671441,1.7146676528179878,Iris-virginica
+78,6.892973313610929,3.3139895246356956,5.564200688500243,2.396734536234561,Iris-virginica
+79,5.578792042795066,2.5115482302825125,4.43055263733226,1.5006713570818508,Iris-virginica
+80,4.317344947945481,2.644041922167638,1.3024106786696847,0.23502859359417358,Iris-setosa
+81,6.509492618601688,3.1154839863738313,5.396885200676007,1.668317155715822,Iris-versicolor
+82,6.6955742700976,2.8763785041309964,5.286050944984881,1.718520862265058,Iris-virginica
+83,5.165923264536968,3.5404944497711037,1.236744984987549,0.2743891960075257,Iris-setosa
+84,6.6430264199011075,3.3940179339962246,5.6969030133680505,2.3076009990585873,Iris-virginica
+85,6.420745028812879,2.7618954030936664,5.622719046537499,1.6110471358559342,Iris-virginica
+86,4.715468477848401,3.175296059427261,1.5249837594056523,0.17410201011777798,Iris-setosa
+87,5.527661089982369,3.981124206624506,1.5958966143498934,0.1780772632026259,Iris-setosa
+88,4.680970135112513,2.9600811927985764,1.2490397110915952,0.1478039965217285,Iris-setosa
+89,5.925230905593944,2.893307603176198,4.718026368043723,1.4085580747469182,Iris-versicolor
+90,6.848081553152662,2.7890368121920255,5.657108949088528,2.3365633583694505,Iris-virginica
+91,6.400399579240954,2.4717753635200492,4.6160247399383225,1.4551812318753825,Iris-virginica
+92,4.986604563341779,3.1192863455381983,1.4557728605067877,0.15969778967651144,Iris-setosa
+93,7.831840746448352,2.8105234178690632,6.11826606126507,2.054349813152772,Iris-virginica
+94,4.615435576984777,3.854572757837852,1.6418147359349953,0.31223829690623867,Iris-setosa
+95,5.827108523059203,2.763749531781407,4.9228719113305175,1.5228702624049264,Iris-versicolor
+96,6.5991817198064835,2.7818319220388577,5.0582219163888835,1.4260894962101192,Iris-versicolor
+97,6.418427565361463,3.059392301682296,5.347696483276928,1.9067186554333964,Iris-virginica
+98,7.2332016048934955,3.330789359534549,6.002635761342225,2.292612215453102,Iris-virginica
+99,5.961756074752282,2.917164972573145,4.912367049393519,1.5833160098521126,Iris-virginica
+100,6.01369597801711,2.5966155200306233,3.8675822434952973,1.1328119677537516,Iris-versicolor
+101,6.2972963124671475,3.433098501786686,4.487501104497533,1.2237417932007124,Iris-versicolor
+102,5.569298806592834,2.843559246389556,4.387472127538578,1.4434483819414285,Iris-versicolor
+103,7.474132603740874,2.7025254958312512,6.256217299063197,1.692047668996142,Iris-virginica
+104,4.736674008848657,3.0276804318956128,1.5743843371743642,0.3175702688868981,Iris-setosa
+105,7.440529368696515,3.084822740029862,4.715374547479268,1.5429470352014845,Iris-versicolor
+106,7.212958154181233,3.105148844633269,5.603253710842324,1.7340909325823795,Iris-virginica
+107,5.165021582609471,3.073403694882602,4.925567451984747,1.2284383916543282,Iris-versicolor
+108,4.815558710494315,3.264177136117798,1.3404864367548783,0.21544454572070226,Iris-setosa
+109,5.859587443229757,2.9332305574804076,4.50139205379794,1.49321102672538,Iris-versicolor
+110,6.039882699131887,2.929201669579481,4.68115268234056,1.5124180618377974,Iris-virginica
+111,5.199856455996594,3.701003741611389,1.5294878075313998,0.3121661009620785,Iris-setosa
+112,4.7727145584439565,3.9771493051470532,1.8407880471883915,0.22353118982453632,Iris-setosa
+113,5.028319327947925,3.471216913974677,1.507660723431641,0.22696566328331755,Iris-setosa
+114,6.159297056655032,2.8361310020111468,4.709339748624158,1.356659682835091,Iris-versicolor
+115,6.141924463067186,3.0367647949624175,4.347634726154562,1.5596635998699646,Iris-versicolor
+116,5.462692469133224,2.235945506751999,3.5860623865929107,0.9153395021823386,Iris-versicolor
+117,4.635355382993398,3.198035852958958,1.2977059880038233,-0.014902523830617187,Iris-setosa
+118,5.229963915416534,3.1448160327766694,1.3025607404649049,0.24205480350420427,Iris-setosa
+119,6.37420177781853,3.1757965876517362,5.218681147136635,1.5412592389109325,Iris-versicolor

iris/tvae/3/2/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor