a

iris/tvae/2/0/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.138343086623253,2.628138477847956,3.10889845469485,1.1010578932355122,Iris-versicolor
+1,5.719637777578477,2.3997034981189365,3.686856520758578,1.0995914967067244,Iris-versicolor
+2,5.99646045981046,3.402030663492784,1.5970807404229759,0.47456974987591466,Iris-setosa
+3,6.263800893984237,3.0801548291310077,4.775038885387918,1.8861742571810929,Iris-virginica
+4,6.04870296565778,2.6604918247692724,4.518669895705351,1.5130801160026996,Iris-versicolor
+5,5.671727762267733,3.088616836853434,4.637602771862073,0.407327734387835,Iris-virginica
+6,6.54160943777373,2.9138647069334196,5.378556485552499,1.8949010443712568,Iris-virginica
+7,5.985540262351405,3.1761724682336685,4.61484110437522,1.26234427708463,Iris-versicolor
+8,6.264142015842204,3.3581375958630697,5.162574535452961,2.2260141836160736,Iris-virginica
+9,6.0533772215372155,2.9613375063936376,4.588700151193375,1.671523367425323,Iris-virginica
+10,5.093965149618862,3.317744704216977,1.6548623618171774,0.4034608920717935,Iris-setosa
+11,6.303999030807977,3.0658992424765876,4.454175226548108,1.2616767460167526,Iris-versicolor
+12,6.868844616609845,2.7760876630667917,5.45150685618399,1.8633641459407198,Iris-virginica
+13,6.205887517539917,2.957585151241878,4.956450215682768,1.831375588102068,Iris-virginica
+14,5.138011162435283,3.0025817372545314,1.541321634144587,0.1356237323066425,Iris-setosa
+15,5.868662828237758,2.9280067016244513,4.405943742762852,1.359360785966072,Iris-versicolor
+16,6.834569132242623,3.12339344286912,5.032633413705388,2.0941981204276576,Iris-virginica
+17,5.575640566886712,2.8893160791411234,4.232081673796753,1.1995734348554892,Iris-versicolor
+18,6.072287846442124,2.594947424841867,3.886364926420551,1.1849068400236136,Iris-versicolor
+19,5.985017144480249,2.7345345648375696,4.9558131682614075,1.7204922045191589,Iris-versicolor
+20,5.232247685325396,2.701300160558584,4.492341774604939,1.4405415021172912,Iris-virginica
+21,6.056273979296992,3.028265264686973,4.695655668515296,1.7082042023895274,Iris-versicolor
+22,6.26847864225469,2.936262256314512,4.815845260920903,1.4567959350217934,Iris-virginica
+23,4.722723373309105,3.167096965908211,1.4633835149303744,0.20757493636297358,Iris-setosa
+24,5.413736895859589,3.926071702409203,1.3424419428968537,0.41109177370288963,Iris-setosa
+25,7.111064252708151,3.760111008178832,6.24567934809602,2.068434152464822,Iris-virginica
+26,6.822879558150314,3.3907960000753645,5.769419598798453,2.2791600992276386,Iris-virginica
+27,4.844220419801422,3.4592378087228757,1.4776767564419662,0.11665211467645392,Iris-setosa
+28,6.761719328567453,2.72429627034641,4.782792273579873,1.726700557531017,Iris-versicolor
+29,5.239558686226067,3.0399358100303746,1.512989284540954,0.33338462036171224,Iris-setosa
+30,5.985873407473984,2.919276231527696,4.654439220044489,1.5456918874220922,Iris-versicolor
+31,6.550784171423552,3.3379092267439368,4.691698271075884,1.9189613550297537,Iris-virginica
+32,5.233505447713224,2.510505997681813,4.598629406447876,1.258055208648863,Iris-versicolor
+33,4.913841997849534,3.268320391051203,1.5405269495840221,0.14879964849398528,Iris-setosa
+34,4.897862734704343,2.5509727584895963,3.4130011512806733,1.0545427946262484,Iris-versicolor
+35,5.015983388569928,3.2760351984525777,1.4467647516701767,0.17850960905542762,Iris-setosa
+36,6.402991094042913,3.0730006073434706,5.016221378639662,1.74131752956862,Iris-virginica
+37,7.117222162970324,2.7539861246269033,5.719106962688287,2.0243703730132774,Iris-virginica
+38,5.543649697986165,3.681782040832644,1.5424905452685,0.5551528115471684,Iris-setosa
+39,5.7693967078119694,2.5433414089228443,4.153144477168519,1.1804524357261046,Iris-versicolor
+40,5.746834298722562,2.9081120789648347,4.853385799106696,1.7626516251481874,Iris-virginica
+41,6.263365779829001,3.222677086775189,5.579786292898133,1.649346247458416,Iris-virginica
+42,6.200991117171899,3.108762327998708,4.333043117447381,1.4665229965777253,Iris-versicolor
+43,6.4215129265894975,2.9389090873592045,5.260634919936189,1.9061012576985588,Iris-virginica
+44,5.0906529669409055,3.136913165571339,1.6084451236490804,0.27798595829373673,Iris-setosa
+45,6.310481491320653,3.009849960963767,4.847292351348326,1.419582115008763,Iris-versicolor
+46,6.452798888869526,2.8610618406691453,4.5120517668232285,1.5590733204330764,Iris-versicolor
+47,5.221246136033991,3.3268073747501115,1.4701919601033773,0.2072081271153176,Iris-setosa
+48,5.92681869333186,3.1585833853122405,5.093989029675286,1.7221722907857882,Iris-virginica
+49,4.512050293607501,3.111999424306031,1.5644484045214209,0.12290664106512775,Iris-setosa
+50,6.36879347492873,3.554864571962845,5.072070491903285,1.9216615706747835,Iris-virginica
+51,5.149988456457808,2.786329193326828,3.2923459900973118,1.2117174822877952,Iris-versicolor
+52,5.820724310521451,3.047105813396309,4.908594690121672,1.263305094029858,Iris-versicolor
+53,6.037571659176694,2.886103970737043,4.626186666697671,1.6015830779378548,Iris-versicolor
+54,5.298307505843226,2.8752084964472253,1.4248621077905494,0.3130599579166489,Iris-setosa
+55,6.697141996423477,3.2617728959067733,5.714664270314867,2.208524902275499,Iris-virginica
+56,5.4736153041353734,2.8962432502361644,1.4804729473130054,1.5904582258944262,Iris-setosa
+57,5.178618965767182,3.4415426067539983,1.6087398862745834,0.29193754425014257,Iris-setosa
+58,6.189722647436606,3.029408901316993,5.145368509059564,2.430406796610491,Iris-virginica
+59,5.692466152927451,2.92733633402375,4.9307893139562,2.046010855781552,Iris-virginica
+60,6.257606352016952,2.90746162316877,4.837935922706177,1.9688459524537154,Iris-virginica
+61,5.012692773925586,2.372608985596205,4.11313191999472,1.2912447599207262,Iris-versicolor
+62,6.157131860412957,2.86084784652674,4.877744317160175,1.5854359551994097,Iris-virginica
+63,5.060838292494665,3.309129224437343,1.471661420576903,0.33360413712041365,Iris-setosa
+64,5.749952259862994,3.2185072050615102,4.890571373253026,1.3612470308830458,Iris-versicolor
+65,7.110186799334403,2.9455541435198036,6.063492880077897,2.357835641412664,Iris-virginica
+66,6.128489428191516,2.7152487305769815,4.936024465604639,1.942484342110986,Iris-virginica
+67,4.74442433474528,3.102271168255939,1.3218870586377132,0.06242120636571569,Iris-setosa
+68,5.6851052809219755,3.544187407236799,1.4183860616464041,0.17221532487650393,Iris-setosa
+69,6.444765110697021,3.054230581265904,4.999717216696472,1.5976226406071536,Iris-virginica
+70,5.620151930700736,2.7477198109697225,4.342625446780095,1.2724904594854411,Iris-versicolor
+71,6.952498152511967,2.9411249723043644,6.049850069998924,1.564687199962615,Iris-virginica
+72,5.564439387203435,3.040179528632844,1.2863039328706614,0.22914510699935642,Iris-setosa
+73,4.354295202781667,3.171343332616032,1.2374168499602372,0.05783464767306676,Iris-setosa
+74,6.229963256215833,2.877550682573754,4.301563885976937,1.1928215619758717,Iris-versicolor
+75,4.6070485446169,2.965242718925843,1.42150394968058,0.2262469303925218,Iris-setosa
+76,5.201013408064831,3.6402188147584944,1.614594909170636,0.45903861195191886,Iris-setosa
+77,4.6204923545313505,3.2756705669559016,1.489905937843857,0.2194943003235574,Iris-setosa
+78,6.155533636741929,3.36361912840289,4.688229061342323,1.647764285259348,Iris-versicolor
+79,5.728601670255435,3.6170064110595535,1.6043682282956906,0.3799979082022939,Iris-setosa
+80,4.74974038208352,2.814975815570035,1.2967479707509282,0.24125114922714508,Iris-setosa
+81,6.48167811117283,2.9733820375901203,4.476517427119374,1.2224185497190494,Iris-versicolor
+82,5.525445153671887,3.0827102831204183,4.223319008425788,0.9688462516563562,Iris-versicolor
+83,4.6599251175457805,3.2669692471182965,1.3203155875327925,0.11936170084365971,Iris-setosa
+84,6.3644428133349065,2.978941893991281,4.582481820485676,1.7277112264405596,Iris-versicolor
+85,6.277329625615105,2.672332704452327,4.748049466306453,1.6614493457496669,Iris-virginica
+86,6.297244861295329,2.95900429958216,4.710598062131451,1.820661369199497,Iris-versicolor
+87,4.9235670273576,3.0706056806911346,1.7815102766385476,0.22323960370298923,Iris-setosa
+88,5.081451623942272,3.452579268615429,1.406033677740188,0.2393997021765047,Iris-setosa
+89,5.064384105967095,3.6725279844500753,1.6599082834848975,0.27867612455489843,Iris-setosa
+90,5.596975704820773,2.9921883399394678,4.308473998849876,1.120782236505697,Iris-versicolor
+91,5.056129580294553,3.4221015508197117,1.3808565876072827,0.29251020247580634,Iris-setosa
+92,6.1919952780572425,3.0280693547433644,5.167451210382438,1.8399335707404711,Iris-virginica
+93,5.374488109638699,3.6799964429999545,1.4494564887211976,0.36296629728716157,Iris-setosa
+94,5.34565095210024,2.783806980218129,3.5680198317228884,1.1768886131903775,Iris-versicolor
+95,5.15117851997094,3.0918831643294276,1.5237847298269858,0.356578435658104,Iris-setosa
+96,5.183031007694044,3.0607517626946126,1.2308672820028055,0.10530485540620702,Iris-setosa
+97,6.158538714383222,3.0837249521378807,4.9887266885709645,1.4620707967382809,Iris-virginica
+98,4.991531110708996,3.4947066388103263,1.4436781372528642,0.3373056306022842,Iris-setosa
+99,5.551414307476223,2.929440541496171,4.655401348985736,1.146335309391754,Iris-versicolor
+100,7.016080276582312,2.6601002891577243,4.972291998894247,1.4109626488297167,Iris-versicolor
+101,6.155875330331346,2.7083707997380913,4.046751560059832,1.0927044169702314,Iris-versicolor
+102,6.314981996211516,2.863222525059942,4.753488530616513,1.5386491451556092,Iris-versicolor
+103,5.4033236932761675,3.880118754379155,1.4508113101256652,0.3439513119932792,Iris-setosa
+104,5.01194302485826,3.395983567097291,1.354588610800243,0.2535036481054571,Iris-setosa
+105,6.676761353483776,2.953937260715942,5.023737856917087,2.1234984027409998,Iris-virginica
+106,4.911636870417356,3.6590155427579627,1.448297920199829,0.22294322497873775,Iris-setosa
+107,5.85371898840339,2.91637278463384,4.4104801099246185,1.2123729266904721,Iris-versicolor
+108,6.927112811190176,2.7160611768180942,5.24299221531573,1.315237807961081,Iris-virginica
+109,6.143125434107045,2.922156972896679,5.115263740887407,1.6165655130568175,Iris-versicolor
+110,5.148166455152686,2.953091214977872,1.412749002376038,0.1574958611012532,Iris-setosa
+111,5.899835941472941,2.7626330549448324,3.909331673520087,1.258802278136766,Iris-versicolor
+112,6.077286646598508,2.90138637272746,4.97075049867034,1.3993356923645817,Iris-versicolor
+113,5.494215636756405,3.3008242938710026,1.3095311289429346,0.9801010993351814,Iris-setosa
+114,5.060954273115335,3.4416321758908586,1.2664349800176091,0.3986447188329433,Iris-setosa
+115,6.994702484010286,2.8875969859659905,4.93023657243309,1.7375299185205317,Iris-virginica
+116,6.300738866558152,3.02188883984165,3.7588855101256415,1.4322218214576972,Iris-versicolor
+117,5.155662229362754,2.716864748761438,1.4514793746576136,0.13187742991738113,Iris-setosa
+118,5.777480999852612,2.9798920943344545,4.428643641243752,1.5640339589893446,Iris-versicolor
+119,6.745536333848388,2.9867446379931977,5.203497735020759,1.6807383804630005,Iris-virginica

iris/tvae/2/0/test.csv

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

iris/tvae/2/0/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
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+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/2/0/val.csv

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

iris/tvae/2/1/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.915535665931411,2.914001664492217,4.3667517950412424,1.2594459258429707,Iris-versicolor
+1,6.347174213125955,2.891734762562179,5.478002696576576,2.4125989434900887,Iris-virginica
+2,4.7420471872153325,3.7348008254918907,1.5357721431852267,0.14446594043754146,Iris-setosa
+3,4.324793869342802,3.4241117752651533,1.1399596453370153,0.14253884102999226,Iris-setosa
+4,6.380371931858414,2.5550288470326947,4.562647280713067,1.514608450213374,Iris-versicolor
+5,5.502572273824591,3.219957619203097,5.096086048341109,1.9979817085244853,Iris-virginica
+6,4.771763746199616,3.2855540888087114,1.4523161271201703,0.1933945927588042,Iris-setosa
+7,6.332168609515205,3.04597340097835,5.247828174953377,1.5948077205382922,Iris-virginica
+8,6.592083630202135,2.5700751026423303,4.786270869790696,1.3247867551424115,Iris-versicolor
+9,4.573796737976051,3.349986834896405,1.2888274296417808,0.20975813153297634,Iris-setosa
+10,7.13395271700559,2.7499602365652054,5.385330723802175,1.7119588818768028,Iris-virginica
+11,5.780153552208264,2.8772969456925823,4.543545020659945,1.3855079829824297,Iris-versicolor
+12,6.795094040214106,2.9242378735622476,4.964404029020957,2.1879478786982123,Iris-virginica
+13,7.552291441628436,3.026351273302825,6.909300928166325,1.910874495201829,Iris-virginica
+14,5.809393170420374,3.1146327858356044,1.5055085017090983,0.395649410479087,Iris-setosa
+15,6.27696784487329,2.909275947569962,5.056273095951845,2.032094007556417,Iris-virginica
+16,6.555265630185008,3.3463127743170165,6.014854351724836,2.6030302156620064,Iris-virginica
+17,6.230685802785391,2.543603818680256,5.358856841961096,1.5055025447115262,Iris-virginica
+18,4.5354302954025885,3.2633455211109412,1.5369267388986325,0.04494464621642458,Iris-setosa
+19,5.807146670041159,2.8358700711444125,4.638176746323884,1.7992916631286193,Iris-virginica
+20,6.136742004188007,2.8781556040310505,5.124996796071224,1.8826420328004816,Iris-virginica
+21,5.754115331605635,2.7874723993051136,4.764567047908252,1.6154936365856456,Iris-virginica
+22,5.222734020372278,3.8368732224692312,1.5055872613681098,0.13724514841342614,Iris-setosa
+23,5.037712405749704,2.6374834377742995,3.453262691528858,1.0174949300791414,Iris-versicolor
+24,6.220238442713045,3.024510660979327,4.576562006894253,1.4993543182473852,Iris-versicolor
+25,5.776935792180183,2.898317564643674,4.746881293816515,1.371746534496562,Iris-versicolor
+26,6.07177127708346,2.9135320188573695,4.517021315281683,1.3445900677081164,Iris-versicolor
+27,4.597558134386034,3.1975981101033346,1.519025428949155,0.22819765992327118,Iris-setosa
+28,5.800759023733402,3.006070368585463,4.8353265226953495,1.6140801774415703,Iris-virginica
+29,5.233564865084294,3.260165457710214,1.3318512069731323,0.07246760540331126,Iris-setosa
+30,4.98948253689099,3.0815282592467543,1.556067096756903,0.06365466040340828,Iris-setosa
+31,5.2835570028880765,2.6119160557282015,1.6017770770946878,0.29009597614723254,Iris-setosa
+32,5.520717638404943,3.0921460173742528,4.8150657522244,1.3852486405198332,Iris-versicolor
+33,6.271052472835459,3.4111592118854737,5.541710562749531,2.1076525238444113,Iris-virginica
+34,5.025036849866728,3.067510322206489,1.1253784184923368,0.9448532346663847,Iris-versicolor
+35,6.663491156447835,2.6760324740586805,5.597159287074254,1.9201160750428445,Iris-virginica
+36,4.982171149775147,3.627326428033005,1.4227296043246058,0.21900438932411298,Iris-setosa
+37,5.09980774238825,3.7144815221045033,1.550806231087169,0.29598712268649213,Iris-setosa
+38,6.466516777288466,2.971407768552259,4.952243495656778,1.7810642939774766,Iris-virginica
+39,5.141891811258641,3.277614601006735,1.650476604842156,0.3452683782494022,Iris-setosa
+40,5.628539760733897,2.5814770609169195,5.1995643966073395,1.4650742210690135,Iris-virginica
+41,5.358707713729253,2.3136705864452662,3.279121661475811,0.919275377294497,Iris-versicolor
+42,5.593216355548634,3.0009868902940195,4.906007234085105,1.8859086591191832,Iris-virginica
+43,6.977494906496669,3.332135632717709,5.695841406200425,2.5620067794826995,Iris-virginica
+44,4.740215904112245,3.24858715247879,1.3836081933133206,0.02441919933220854,Iris-setosa
+45,4.591755308639962,2.976477054586695,1.4623079030599524,0.21317432064410052,Iris-setosa
+46,5.394332357785742,3.015342003395852,4.585184724830089,1.0997464618275763,Iris-versicolor
+47,5.00712213765523,3.0831794477672814,1.4767744786127768,0.1880781154493678,Iris-setosa
+48,4.517307326156107,3.498623633798187,1.206772461396396,0.18986885440767115,Iris-setosa
+49,5.240555973795748,2.958881598502894,1.457280521491858,0.308108617264184,Iris-setosa
+50,7.459486265372368,2.87013437091494,6.3569429040585215,2.1506078159671054,Iris-virginica
+51,4.983308448772381,3.3248082267347696,5.030346454535548,0.5145334517759887,Iris-virginica
+52,5.946270697755611,3.4641541641220024,4.887339030789515,1.8882303290664755,Iris-versicolor
+53,6.635561374281573,2.9472842481085326,4.8447642923866026,1.5532908925129456,Iris-versicolor
+54,4.410694934349077,2.991605813273962,1.2871587164960199,-0.08827367310839673,Iris-setosa
+55,6.441747338963108,2.973167681735907,5.007664750208696,1.697387046584783,Iris-virginica
+56,5.295954918739574,2.944488334861202,4.188591906132476,1.162976687096101,Iris-versicolor
+57,6.186642875861558,2.8720791435095463,4.662025100528466,1.549973153942705,Iris-versicolor
+58,5.7406619071589375,3.669617352586759,1.2468971483623918,0.22783796300716375,Iris-setosa
+59,5.355373588852399,2.5638805998684613,3.3458473595339324,0.8343435450581287,Iris-versicolor
+60,5.761972056554719,2.722345259067454,4.8922945019725965,1.321847933059101,Iris-versicolor
+61,5.564551412566148,3.2949695569767,1.311317653408837,0.30900268947474985,Iris-setosa
+62,5.173431529521502,3.2218180529639557,1.4067516974209275,0.14676703247191208,Iris-setosa
+63,5.8260401824398445,3.9496417661943424,1.1393949727986232,0.1288539890485894,Iris-setosa
+64,5.791513951836495,2.9520153364204225,4.5608770824523255,1.8477453750853023,Iris-versicolor
+65,6.4135004003187674,2.735035116204725,5.709113679771438,1.7716040881148936,Iris-virginica
+66,6.347795323730692,2.7974175515945134,3.92520216963682,1.09337368648997,Iris-versicolor
+67,6.551133235686227,2.9809987061706327,4.281785166536543,1.344127251575643,Iris-versicolor
+68,6.295001509385227,3.045331363898064,4.98375828595993,1.7525871707020362,Iris-virginica
+69,5.058168653222816,3.442469014690307,1.4653072247040655,0.2914450413205067,Iris-setosa
+70,6.485316679061538,3.177279494593021,5.347136835043947,1.9103609461368103,Iris-virginica
+71,6.8094405720428055,2.9060646698910295,5.607236445359735,1.8952638922648983,Iris-virginica
+72,6.186371921367884,2.89856004829872,4.384576297543464,1.2667234594247145,Iris-versicolor
+73,7.096157921906085,3.0103819145576827,5.504227639627512,1.6970677069740532,Iris-virginica
+74,5.362957459172616,3.8982862158303337,1.8251842907592064,0.31624247481506323,Iris-setosa
+75,4.925738579309284,2.5378157931460565,4.236816425546267,1.276839958692881,Iris-versicolor
+76,6.323280735141196,3.0917235639546425,5.230264308571674,1.830387451782552,Iris-virginica
+77,6.190837604164202,3.0589749311843812,4.88336122220691,1.9637278708382508,Iris-virginica
+78,5.040230807712304,2.5783905900502977,3.48215091217484,1.1763638806036643,Iris-versicolor
+79,6.0085743518622765,3.056190404610251,4.712392516405675,2.070403023258209,Iris-virginica
+80,5.316350360268229,3.6772635113971273,1.4780328753421184,0.2931501461860624,Iris-setosa
+81,5.599913730568972,3.0842645408641807,5.061434938864072,1.4032502320932752,Iris-virginica
+82,6.140407633487814,2.942205204058272,5.113096347468293,1.8576309657738015,Iris-virginica
+83,5.264380740416754,3.1484538238324524,3.6844613102892874,1.3988405594816369,Iris-versicolor
+84,6.271059865881885,2.7271279015256593,4.744358408459813,1.344960187360377,Iris-versicolor
+85,5.833573590495064,3.455999740733878,1.5673594558808448,0.3240543393190454,Iris-setosa
+86,4.500564033049182,2.7740066819776805,1.3891909897626842,0.12935340228845363,Iris-setosa
+87,7.062005083348697,3.330013387141372,5.970731585140371,2.428934923006841,Iris-virginica
+88,6.593912630067108,2.689485900994191,5.146456089096938,1.619731043768651,Iris-virginica
+89,6.853281121786149,3.563239129524808,5.626907629918307,2.4931367615628464,Iris-virginica
+90,7.06760605043195,3.5118364558101445,5.776100219525113,2.4527921627855527,Iris-virginica
+91,6.655718266295624,3.074091889720665,5.932610776832557,2.575936530984163,Iris-virginica
+92,5.80861137322032,2.888369956748261,4.5863198876661,1.7275849275878203,Iris-virginica
+93,6.033768853071775,3.7932130045786305,1.3015791362152531,0.2000850912848597,Iris-setosa
+94,5.3476847111854715,2.8460370312448835,1.614890015428848,0.2531388342128836,Iris-setosa
+95,6.022465697299911,3.116659001757619,4.852843951367557,1.7653746721903971,Iris-virginica
+96,5.08504791746879,3.2784089574966155,4.656109579451638,1.878156973849033,Iris-virginica
+97,5.567647880859259,2.923218363821613,4.232323046064611,1.529860676155179,Iris-versicolor
+98,5.253128547697814,4.162364041518931,1.0717009345172943,0.16416560363590604,Iris-setosa
+99,6.944544448862256,3.1110498152105635,5.009213164783132,1.8505414617021707,Iris-virginica
+100,6.080906044072513,3.2452364702999734,4.9243887406268065,1.7899394199687353,Iris-virginica
+101,6.4275073676400565,2.9278760916491815,4.640691800443639,1.116983522796995,Iris-versicolor
+102,6.335665536546443,3.1979930890822246,4.6895557150698455,1.637016099288088,Iris-versicolor
+103,5.870924014034663,2.8598223730914034,4.30307178223999,1.344218708437388,Iris-versicolor
+104,6.236125607273464,2.8240542420736165,5.312803419362743,1.9937766758340862,Iris-virginica
+105,4.86740245603163,3.5388113862893023,1.4886827900536448,0.23496114123516074,Iris-setosa
+106,6.085930413729935,3.8568654126933373,1.066455868024553,0.15110715963184065,Iris-setosa
+107,5.5153479157197225,2.876463734594126,4.652571023372161,1.8373554799624738,Iris-versicolor
+108,5.228409951873472,3.4524698412231847,1.4186690916069824,0.31186396075811657,Iris-setosa
+109,7.175735087497852,3.143435002333824,5.737471480383477,2.1889119002440056,Iris-virginica
+110,5.778276347679978,2.9849792026939697,4.97857619580452,1.831531658635034,Iris-versicolor
+111,6.197276131723907,2.9454000416966206,5.224796401421727,1.849649570163389,Iris-virginica
+112,6.097765211708157,3.086398089697837,4.766814711057667,1.7532935606595423,Iris-virginica
+113,5.915166834256837,3.1524565115664696,4.94038000705386,1.795674764376101,Iris-versicolor
+114,6.447512803246333,2.81807067760807,5.120185881808173,1.780402483395349,Iris-virginica
+115,5.156795622399476,2.4290934965022477,3.730535050372041,1.1226379505405888,Iris-versicolor
+116,5.434237149890774,3.4211106124024235,1.5824342927082369,0.27802965254253065,Iris-setosa
+117,4.643184199048117,3.1789270510003065,1.4363303009581385,-0.09410120309056436,Iris-setosa
+118,5.66823250481795,2.7062564824211193,1.4036978042408443,0.2571083799987995,Iris-setosa
+119,5.07330472088742,3.693019553440546,1.3295660723074665,0.15785813043290575,Iris-setosa

iris/tvae/2/1/test.csv

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

iris/tvae/2/1/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
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+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/2/1/val.csv

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

iris/tvae/2/10/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.431041388904924,3.000646343053235,1.1924318642228369,0.13897250528608668,Iris-setosa
+1,4.678482252815888,2.862170844840481,1.5600203288536227,0.2084762271287379,Iris-setosa
+2,5.044609530423965,3.7061145760953904,1.4088857597000095,0.3870303069768945,Iris-setosa
+3,4.760100472556003,3.549557941220935,1.3485821040220773,0.23271272887572841,Iris-setosa
+4,6.747642000938703,3.073813181299645,4.5816269380073615,1.2552567169138484,Iris-versicolor
+5,5.296427865929662,4.135099440600326,1.4847216682964164,0.23661408426633662,Iris-setosa
+6,5.536205112163873,3.1713419764153667,4.941726379760495,1.4688743136929394,Iris-versicolor
+7,5.832449146357672,2.996497439056931,4.205651001980892,1.5499935224557293,Iris-versicolor
+8,5.310349748390527,2.942437215757349,4.037307786496513,1.1290763036183273,Iris-versicolor
+9,5.176750914929608,3.479151367711269,1.5592832975976947,0.3359643951329686,Iris-setosa
+10,5.146533819175296,3.2960589729329057,1.5597992998909882,0.41767171963591715,Iris-setosa
+11,5.058653584023214,2.8949791555712405,1.4716742753167855,0.23105406379732127,Iris-setosa
+12,4.646823526017308,2.8552714242107164,1.3097906326937674,0.2793344534618204,Iris-setosa
+13,6.16397035113851,2.744137155194303,4.186243994054858,0.8798854297143494,Iris-versicolor
+14,6.7013558807221365,2.654743224591397,5.723391090251867,2.030198215717529,Iris-virginica
+15,5.347359459075319,3.3955384180205272,1.826591804308572,0.49749452437203623,Iris-setosa
+16,5.466045055909293,3.2695378839491496,4.577188192538771,1.4092680765827992,Iris-versicolor
+17,6.632713901201837,3.384880094416715,5.635302238091697,2.2251596592475127,Iris-virginica
+18,4.99013869594122,3.6080819659344154,1.590937950093578,0.27311754070244654,Iris-setosa
+19,5.828584411981856,3.133397965276344,4.550425683169326,1.5995237702543827,Iris-versicolor
+20,4.724656523322681,3.134185514962562,1.646358141592151,1.0077771986821538,Iris-setosa
+21,6.2955514558797265,3.062744245086854,5.399842602205641,2.4567746534713164,Iris-virginica
+22,5.691369315526519,2.4510314756453377,3.816224343402074,0.9788789884122883,Iris-versicolor
+23,6.748081139334368,2.881914589232452,4.660754528072996,1.7554378876615995,Iris-virginica
+24,6.499282668074567,3.1571748114787077,5.036095613967182,2.1950516253277996,Iris-virginica
+25,5.307377383514189,2.9607470443538415,3.868775006161762,1.1831410835059317,Iris-versicolor
+26,4.745069630488565,2.8570493703904893,1.412058587078787,0.23856687718255545,Iris-setosa
+27,6.403533958220749,2.9024152656669826,5.256403511651265,2.1145089405619877,Iris-virginica
+28,6.192393000093077,2.916226932692038,5.231068297750601,1.915371914026775,Iris-virginica
+29,4.68322180460946,3.2787625566451966,1.3996453038232857,0.2025840914670168,Iris-setosa
+30,6.197172743817181,3.0618931063832457,5.10627615325448,1.9216812484016925,Iris-virginica
+31,6.0870199373288205,3.0284951590031444,4.932667589049985,1.674973063783116,Iris-virginica
+32,5.800290855431263,2.9863109057500963,4.273544880783052,1.368300465943153,Iris-versicolor
+33,6.256868019143793,3.452376609936402,5.177330258290382,2.3631682295271834,Iris-virginica
+34,6.053997505858396,2.8838416666861333,4.137317082874817,1.3708540351221568,Iris-versicolor
+35,5.2620274214802425,3.4515090199159584,1.5745041141551397,0.4041765376439108,Iris-setosa
+36,6.928041660054377,2.841663415213719,6.015541873461704,1.7823577280245029,Iris-virginica
+37,6.278982164897158,2.9880454735662134,4.824668028371084,1.4899362574337813,Iris-virginica
+38,6.35088055347176,2.931049592050714,4.3449246938918975,1.133983800047424,Iris-versicolor
+39,5.838732799631812,2.3349512634079463,4.885714209501362,1.6627667983443866,Iris-virginica
+40,7.123785665269329,3.106917634597527,5.643351601084869,1.971131519104269,Iris-virginica
+41,5.042951565877991,3.240910347411125,1.5545021251123288,0.2767236076431856,Iris-setosa
+42,5.530238454537841,3.171429088170863,4.7553368185528635,1.37194998873141,Iris-versicolor
+43,6.59313854525776,3.114867344803544,4.932618600530666,1.5196371911029298,Iris-versicolor
+44,6.003565407364013,2.5875960908942552,5.678065162854347,1.8065699291005368,Iris-virginica
+45,5.256833292798361,3.588954659064412,1.226301818815814,0.17128366294009967,Iris-setosa
+46,5.477813861525389,2.923839843250079,1.4937448310746366,1.7514942006729786,Iris-setosa
+47,5.502844180623601,2.9016493431181023,4.396218021205434,1.2159653446342085,Iris-versicolor
+48,6.323148214321663,2.963745664246394,5.015461144175684,1.4269121691824571,Iris-versicolor
+49,6.571957052519639,2.7345648653621666,4.619438087371435,1.6034895278029517,Iris-virginica
+50,6.7511477103451085,4.016864917988724,0.9026730630710202,0.13410557347665658,Iris-setosa
+51,5.3832878307474505,3.185984636875257,1.4739820385344975,0.20406729057205047,Iris-setosa
+52,6.591776230322862,3.2332189827563007,4.953852856926651,0.9867648102330436,Iris-versicolor
+53,6.713902678546912,3.0187861834424337,4.955997119731197,1.8201117966610414,Iris-versicolor
+54,6.309403135277847,2.5003819362711637,5.336443875681141,1.551188769916038,Iris-virginica
+55,6.439027091216831,2.7148486245297794,4.195095469674141,1.2123223333577626,Iris-versicolor
+56,5.984199653442116,2.9288401242059425,4.370241450806136,1.342151031823723,Iris-versicolor
+57,5.650880601300749,3.044572619393143,4.505647044938404,1.4632046839044193,Iris-versicolor
+58,5.812211852010862,3.156454731242096,4.525557652618255,1.3130456504969141,Iris-versicolor
+59,6.700022818458855,3.16761266234764,5.649315735161235,2.219720956934754,Iris-virginica
+60,5.229184327010701,2.483850338508437,4.404055206043259,1.3717242213503131,Iris-versicolor
+61,6.827705100919388,3.06226392894559,5.771252097028576,2.2290236951920637,Iris-virginica
+62,5.517789189056352,3.4899811109031367,1.1975180755332533,0.14247880341347202,Iris-setosa
+63,4.633048191364312,3.339678216760011,1.3260068653483559,0.24233011878325295,Iris-setosa
+64,5.229362132945897,4.328723754895132,1.605888437922956,0.41662996115568657,Iris-setosa
+65,4.7334830244569135,3.354941204499759,1.6293521842442105,0.26681487101710494,Iris-setosa
+66,7.265612946332507,3.0470448706650752,6.26729231215803,1.746001785483375,Iris-virginica
+67,5.184896767696727,2.9606418150665292,1.321859633150899,1.460511693409691,Iris-setosa
+68,6.805373328604706,3.0351217144410114,5.864817876630291,2.2546883489083784,Iris-virginica
+69,5.066294361321113,3.5933810937393686,1.364698773700388,0.3107379862032846,Iris-setosa
+70,5.343033365632293,3.0699816419499975,1.7245414559489232,0.13328043905994166,Iris-setosa
+71,5.700391044643107,2.8763686696664084,4.934789290518986,1.7259660691012653,Iris-virginica
+72,4.8687070302120645,2.942623557929182,1.5864847512378606,0.1495130234247758,Iris-setosa
+73,6.993770451385069,3.376766554750275,5.484715297582346,2.5943858234980115,Iris-virginica
+74,5.047706523248923,3.228955166035117,1.7058067472859224,0.4074303468721005,Iris-setosa
+75,6.932534608157022,3.1462519316604243,5.383798431851498,2.156538116287145,Iris-virginica
+76,4.697816328977072,2.5799023051112187,3.4091801094083167,1.118290058350069,Iris-versicolor
+77,5.6684996277369475,2.729244406293427,4.68774368547045,1.529922389935508,Iris-setosa
+78,6.387941865079231,3.2406345968188504,4.684529036783,1.5281852905574786,Iris-versicolor
+79,4.549932090270645,3.094464648345441,1.2233312062113508,0.11618039404885241,Iris-setosa
+80,5.291344102174545,3.411773223546763,1.7084305273772127,0.22107862642182435,Iris-setosa
+81,7.093684866131631,3.319135064514318,5.4561716176810595,2.295944915467079,Iris-virginica
+82,6.127571655961051,2.792951583219443,5.079091860972077,1.8443141041095243,Iris-virginica
+83,5.5577317095122805,2.9792381561302412,4.7465304954347305,1.4495307944405273,Iris-versicolor
+84,5.198109662101931,3.3895832359434532,1.4750153137147155,0.32686582586031987,Iris-setosa
+85,5.547533163504249,2.601766173664918,4.984364219188834,1.7129177291106041,Iris-virginica
+86,5.85114259498966,3.130422699674091,4.17627485728877,1.3692248399577422,Iris-versicolor
+87,5.049832121711388,3.2913729093581865,1.3107321151370503,-0.09498611543010993,Iris-setosa
+88,5.975283287644818,2.8052622237567184,4.686878058302932,1.3773320969963745,Iris-versicolor
+89,5.427144016455258,2.6255773559935243,5.049435158059613,1.5532515482038918,Iris-virginica
+90,5.192240213588221,3.157192362556015,1.3940080318204702,0.2757486743961048,Iris-setosa
+91,7.896767549124574,3.0688723784685616,6.093113661395176,1.6494265929149963,Iris-virginica
+92,5.296440902679477,3.1048255446441884,1.5277420033066744,0.22919085711476736,Iris-setosa
+93,5.80366633900994,2.8100050130974945,4.381785796281405,1.4703289665494153,Iris-versicolor
+94,6.283205086414378,2.841457894252087,5.107066250200645,1.7866498343381543,Iris-virginica
+95,5.554158450980143,3.014395673248409,4.70526518027851,1.439796198946153,Iris-versicolor
+96,5.0747382965821215,3.4654841272096526,1.4688932923606628,0.15784690323689127,Iris-setosa
+97,5.389425209316858,3.7607137588056103,1.7277756237910422,0.459478086765002,Iris-setosa
+98,5.918742432504342,3.263424518252519,1.8313787416426717,0.36309042474032577,Iris-setosa
+99,4.980531959086118,3.5081750378054197,1.246204060132963,0.18608816065141603,Iris-setosa
+100,4.97133191658541,3.0793076330622875,1.5002974217142615,0.0974429592155053,Iris-setosa
+101,5.655588370402087,3.159011798238887,4.000905010858529,1.1532227244970543,Iris-versicolor
+102,7.232364955368101,3.2986390383216166,6.2341659120819575,2.5923277684525665,Iris-virginica
+103,6.405598530823627,2.7357870033015725,5.240666110107535,1.7924150215768282,Iris-virginica
+104,5.4342479917183555,3.029461023804813,1.3973543447925776,1.2052916812408894,Iris-setosa
+105,6.50540173642697,3.2123181866589596,5.346912466133588,2.3341005171310187,Iris-virginica
+106,5.20066835394114,3.7730848457976145,1.5573206563693645,0.23419828831711906,Iris-setosa
+107,5.981410984356212,2.9149338532266036,4.611418709996119,1.2817864666952723,Iris-versicolor
+108,5.84057993440797,2.9679991485913484,4.633285321162273,1.3565699840165506,Iris-versicolor
+109,5.534995828609794,2.96293210551701,4.704387761275293,1.5779048690316708,Iris-versicolor
+110,6.470349115243865,3.009930537649238,4.965361974775408,2.14560000012372,Iris-virginica
+111,6.759092200141164,3.78883417593195,1.8120410905417412,0.5833180929182457,Iris-setosa
+112,5.66848697456353,3.296459591034496,1.417180694485618,1.28228141918165,Iris-setosa
+113,5.616250974963867,3.0361744881449653,4.328201774763227,1.3852853056144818,Iris-versicolor
+114,5.443403695397946,2.968885076595327,3.882421506151376,1.3246855866473646,Iris-versicolor
+115,4.583878066082803,3.2151951570734423,1.6013225145999856,0.09195426151678676,Iris-setosa
+116,5.325656718614311,2.9008610070082597,4.701441594313007,1.3459501594768113,Iris-versicolor
+117,6.447698906300668,3.128263656203785,5.828747926337376,2.233347069918549,Iris-virginica
+118,5.938004256083658,2.7619216338091706,4.5958913222358,1.5449168084926963,Iris-versicolor
+119,5.349708651662695,3.1418415441539826,4.8400066449741805,1.3439163965656498,Iris-versicolor

iris/tvae/2/10/test.csv

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

iris/tvae/2/10/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
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+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/2/10/val.csv

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

iris/tvae/2/11/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.875427641556304,2.7054792605978437,5.1992585797079,1.686169897089185,Iris-versicolor
+1,5.860539252849465,3.112665143327687,4.483554186992822,1.3483593579515876,Iris-versicolor
+2,6.126252771293411,2.981116826570494,4.854741839585299,1.6092148721923654,Iris-virginica
+3,5.013527751781448,3.231756327631375,4.3558607943651255,1.6742538469425652,Iris-versicolor
+4,6.3165567578781445,2.5782958504558966,4.998039638299492,1.678762995042054,Iris-virginica
+5,5.235858129766559,3.617524600671653,1.0880057621556143,0.15637362956313766,Iris-setosa
+6,5.390715310537731,2.8370397858128746,4.323052975983203,1.1527800391859941,Iris-versicolor
+7,5.131499173138439,2.581489602527245,3.84450908078854,1.142458337278411,Iris-versicolor
+8,6.02542142832932,3.4280457070803907,4.393680267650433,1.244180446409791,Iris-versicolor
+9,5.016109175815719,3.1424595019690376,1.4047885717653892,0.1692014752838279,Iris-setosa
+10,7.083740740118234,2.802474557464345,6.409320941067503,2.250504576025954,Iris-virginica
+11,5.206627646216954,3.2965044381286694,5.05250021419784,1.940573826196136,Iris-virginica
+12,5.2326906684150085,3.3666069254555278,5.06224987769234,1.7017314396989918,Iris-virginica
+13,5.852205077261292,2.639221238144799,4.636014584593803,1.3360390810958263,Iris-versicolor
+14,6.1704639337887395,3.046441313002677,5.519834512412286,2.136522355232399,Iris-virginica
+15,5.477038003301826,3.218660812958787,4.144571730064986,1.4370546800543982,Iris-versicolor
+16,6.493485046984903,3.2071847044687605,5.006547140814867,2.2649166030510024,Iris-virginica
+17,5.587605932813478,3.8315059938452958,1.405034969795268,0.19367776150465896,Iris-setosa
+18,6.835992818266778,2.811501883255025,5.65167937206262,1.75261353451895,Iris-virginica
+19,4.801459065555162,3.131632560695805,1.7309253180450948,0.3884142385496706,Iris-setosa
+20,6.36112410715759,2.8181354675516164,5.196892833838816,2.2386847705158135,Iris-virginica
+21,5.161560797982336,3.23747845967495,1.5471347040174157,1.4184495691620722,Iris-setosa
+22,5.019887559513533,3.3292264462633736,1.7311816872388879,0.227521432941238,Iris-setosa
+23,5.102271780147587,3.21167060104143,1.210807229182022,0.0236603332384277,Iris-setosa
+24,5.014938489051131,2.8691970110890237,1.393886963810423,0.10067710488558371,Iris-setosa
+25,5.545508714780393,2.5697032028846065,3.7098001028322463,0.7898624750836335,Iris-versicolor
+26,7.150780428176368,3.2148372091807365,4.80703935373374,1.5765840385287633,Iris-versicolor
+27,6.08964778307353,2.9295064626906573,5.338633548086354,2.038644466744437,Iris-virginica
+28,5.443949013631942,3.422781936802332,1.7062858896971014,0.3089053616062622,Iris-setosa
+29,6.5126810628623515,3.165290843510724,5.695545124269857,1.9321042145814393,Iris-virginica
+30,6.818801453530039,3.060302214470734,5.890284676521974,2.0548601418406487,Iris-virginica
+31,6.066645857215738,2.5453748873876494,4.364235809839235,1.3485543135541742,Iris-versicolor
+32,6.540833780630032,2.7966326681724736,4.914523810776858,1.5439876638845462,Iris-virginica
+33,6.8856203229798325,2.6886134998893594,5.2944263781552285,1.9560649655951035,Iris-virginica
+34,5.110188760775933,2.826494815096509,5.186338296800888,1.8957806818678729,Iris-virginica
+35,6.513807032220754,3.625086663366853,5.818745675385973,2.5407417081462724,Iris-virginica
+36,6.195796231900346,3.0456861487288336,4.809239999070392,2.0373547941832375,Iris-virginica
+37,5.896580174267413,3.0642374230548746,4.616830275429499,1.4892398040814854,Iris-versicolor
+38,5.140929716794892,2.748972838068155,1.398922691435783,1.6849328192049287,Iris-setosa
+39,6.81651176214156,2.7375381434377055,5.008880487366495,1.9354126343940563,Iris-virginica
+40,5.302058725830002,3.565019432480968,1.6798760570401314,0.48101948396830263,Iris-setosa
+41,6.831574504194757,3.199871998853247,5.6217257126944356,2.4726430645038486,Iris-virginica
+42,4.8327371780038835,3.0260155373444513,1.4433701048113978,0.2944240988732558,Iris-setosa
+43,5.701497494578787,3.483829433463316,1.3840869341310835,0.1711537490858303,Iris-setosa
+44,5.840362644065372,3.174958575069981,1.5129173439710975,0.3417323484439805,Iris-setosa
+45,4.917482466167464,2.8518349073829614,3.5685871910607676,1.020315909737831,Iris-versicolor
+46,5.556650989390448,2.9176919749341006,3.9216110652891976,1.1044125842783408,Iris-versicolor
+47,5.771528883504161,3.78777954323171,1.2008815880018793,0.16917761494200315,Iris-setosa
+48,5.965647164795571,3.002178623506269,4.605372642646496,1.4416133780869909,Iris-versicolor
+49,5.563474691361039,2.8828490374091893,5.367824853932248,1.7269641048875253,Iris-virginica
+50,5.6293397464546935,2.9219575235372046,4.340582434902178,1.245023042465839,Iris-versicolor
+51,6.869354155768943,3.4253676937144157,6.0685959392382385,2.2053354090302264,Iris-virginica
+52,6.707519968772968,3.264862821339313,5.069389022865612,2.3482550845599164,Iris-virginica
+53,5.350846928800596,3.463055654556907,1.6873887519918604,0.4206290234084396,Iris-setosa
+54,5.245236260827027,3.0577459653614083,1.2003722922194517,0.09825383150687214,Iris-setosa
+55,6.421781687752363,3.1040021051550566,4.999157207670006,1.5797876129426969,Iris-virginica
+56,5.976799186075052,2.858297533701308,3.7881527168362124,1.3472631291965853,Iris-versicolor
+57,6.05742698054921,3.0182910019547085,4.99960049497902,0.9410486153309373,Iris-versicolor
+58,6.304707112182551,2.7131992542185994,4.529985202239827,1.6375703281028011,Iris-versicolor
+59,5.332158419790174,3.1104065739455273,4.816919506715423,1.9922157859114542,Iris-virginica
+60,5.934681530459115,2.818517247138753,5.120321133176511,2.0211532341483887,Iris-virginica
+61,6.880988637986892,3.3036835730658574,4.869974809372075,1.3503361542072283,Iris-versicolor
+62,6.368549031701599,2.9425904979144617,4.944040318495288,1.3835322519379847,Iris-versicolor
+63,5.869064979657642,2.6573588563236856,3.7864513025676994,1.1949230197830933,Iris-versicolor
+64,6.971473010033142,2.81969115398532,4.1973277886461435,1.3014508236835562,Iris-versicolor
+65,5.788028820506688,2.6645782785475096,5.091923087357292,1.875300447995211,Iris-virginica
+66,7.1476280829277385,2.554992623906869,5.748821361144625,1.9654057599430454,Iris-virginica
+67,5.892631328865701,2.943114824204896,1.469479167103725,1.7354281611875684,Iris-setosa
+68,5.332528502389852,3.1993835945098383,4.779431371130036,1.2390601336956584,Iris-versicolor
+69,5.429894060764781,2.786090183133024,4.749836030887782,1.164145524844204,Iris-versicolor
+70,6.524157006363261,2.910869104018305,5.282095281914954,1.9517190921070269,Iris-virginica
+71,6.4013009089275545,2.7445027957813353,4.7680441828473965,1.3186422015095836,Iris-versicolor
+72,5.678442141113095,3.1254535236802248,1.3264160000972376,0.0433800087925785,Iris-setosa
+73,6.468317951184188,2.752735078569053,4.738463909782122,1.7159743975535582,Iris-virginica
+74,6.388167429436801,2.797554201206254,4.255122702023153,1.2614385384388203,Iris-versicolor
+75,5.774235017930382,2.791729181180041,4.541458350961818,1.5677303382506915,Iris-virginica
+76,4.987644644890097,3.139096149780363,1.413340636987021,0.34583858290721003,Iris-setosa
+77,6.082543602336013,3.215216383969521,5.2238218284657405,1.5662208224216037,Iris-versicolor
+78,5.035833659592862,3.3026068656533236,1.5595048486020229,0.44434190039557253,Iris-setosa
+79,6.198968784638143,2.8931506432974428,5.769242757013744,1.4854936255526145,Iris-virginica
+80,6.03647741778871,3.1693826883967477,5.221902598822903,1.6278594107909068,Iris-virginica
+81,6.39330614430146,3.3980260249951555,5.178619570098132,2.10754575968878,Iris-virginica
+82,6.447299105932661,2.965779023308836,5.5254356584716735,2.325671006051055,Iris-virginica
+83,5.87106148648,2.9605644052209437,4.815452269349835,1.4275691111321245,Iris-versicolor
+84,4.938819272128467,3.5447084802401383,1.6104896724600537,0.4055633012189407,Iris-setosa
+85,5.242306534347524,3.724580083210775,1.5507152418016612,0.357279399587767,Iris-setosa
+86,5.0489218720423015,3.0761833041097244,1.7037961202001728,0.4788777983413992,Iris-setosa
+87,6.859027876104707,2.8695079416742537,5.518339162478615,2.057654938124218,Iris-virginica
+88,5.383035991673002,2.706117183282169,4.8240531493770185,1.5246565456564956,Iris-versicolor
+89,6.727317037299515,2.7565470084105965,5.121035115470672,1.782067678562891,Iris-virginica
+90,5.3015845437749025,2.941800465101417,4.346890098936339,1.7983730524684975,Iris-virginica
+91,6.1450254438565945,3.1581629733571526,4.685446989051887,1.9108069513162451,Iris-virginica
+92,5.942411038947718,3.2439087559300623,4.4885488114084,1.56714508377913,Iris-versicolor
+93,4.735649452257158,3.0904619901788686,1.4397637049018064,0.2885346896033606,Iris-setosa
+94,5.538194065874118,2.357297182151255,4.106379111144623,0.9881917264864832,Iris-versicolor
+95,4.696858951634267,3.1064976508374977,1.6754942594907598,0.2590347867494577,Iris-setosa
+96,6.495271455387678,2.960737816087053,4.558175283685548,1.6160864725976534,Iris-versicolor
+97,4.6713178779536895,3.3739723682672746,1.5440003278819734,0.1773379418484079,Iris-setosa
+98,5.4480232360356515,2.9949498369287246,1.2352473465127405,1.476295392824409,Iris-setosa
+99,6.3342104757196385,2.825895190263502,5.4665331017072845,1.867822588814588,Iris-virginica
+100,5.123932515825826,2.5703274865352728,3.4543765949788616,1.060842146820741,Iris-versicolor
+101,5.103639201585473,3.0874860440610865,1.7004782446326572,0.29653887692986547,Iris-setosa
+102,7.18276776359095,2.875319723221889,6.064234376658124,2.093060632812407,Iris-virginica
+103,4.975272861471419,3.1648528614991545,1.4794981836882712,0.1485589059747954,Iris-setosa
+104,5.950593214651823,3.1136215279618957,1.6765358356283546,0.21450548895164392,Iris-setosa
+105,5.7583812759739255,3.032625143948831,4.554269479076473,1.7145240235749994,Iris-virginica
+106,4.817249144796989,3.261468054844006,1.535679971512255,0.2578095438752415,Iris-setosa
+107,5.168734291824843,3.3522771931384994,1.6164177007291098,0.5149156658642835,Iris-setosa
+108,5.719567634189,3.1507801626659777,4.327019852771134,1.1454734800454656,Iris-versicolor
+109,6.744124883683034,2.824397408555364,5.452422427165567,1.8294021344017455,Iris-virginica
+110,6.7538868774515395,3.146610479874773,4.817745022978507,1.4170965843005754,Iris-versicolor
+111,5.566933700704421,2.8450531077835075,4.925171108868263,1.8344257659903445,Iris-virginica
+112,6.191260515255206,3.265946183513455,5.664650204055063,2.1658247952916305,Iris-virginica
+113,5.986449977174405,3.0533110154094807,4.654947645321277,1.3470416625344201,Iris-versicolor
+114,6.118155570987743,2.7778540290399203,4.766838349959186,1.738215777773689,Iris-virginica
+115,6.407497338539039,2.567149852894548,4.879392544350549,1.7024936091663456,Iris-versicolor
+116,6.13743387926842,2.8828444613333466,5.245564114949102,1.870984313963036,Iris-virginica
+117,6.347761246341122,3.5435896560228946,1.6083740720214597,0.46951280614823376,Iris-setosa
+118,4.970252092438008,3.434369647616924,1.184772135898025,0.04156840905879461,Iris-setosa
+119,5.516359987796766,2.9264341874061888,4.495866776025613,1.2915711141956474,Iris-versicolor

iris/tvae/2/11/test.csv

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

iris/tvae/2/11/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
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+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/2/11/val.csv

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

iris/tvae/2/12/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.817633666238665,3.2636825805670684,4.89878215075163,1.6223565480816242,Iris-setosa
+1,6.124761527412025,3.165976413168851,4.8981434541371565,2.180356726287431,Iris-virginica
+2,5.662849331462292,2.972389769849548,4.181655646745462,1.465292454783243,Iris-versicolor
+3,4.526318924645253,3.149067745466449,1.4977321235799357,0.034759775383526675,Iris-setosa
+4,6.550073307502302,2.824910743677953,5.303591371618225,1.8114063196251968,Iris-virginica
+5,7.174612842691157,3.6329767110147664,6.149442661408401,2.474570880489397,Iris-virginica
+6,6.632158213896082,2.9065481582724026,5.619823460781184,2.0173151751793856,Iris-virginica
+7,6.177750191354031,2.5681727893252373,4.248111923716437,1.224874085505031,Iris-versicolor
+8,5.900708177437264,2.8017125530007747,4.726356191882337,1.6495927928735952,Iris-virginica
+9,5.380183082537707,3.5388203461478778,1.2771289457471942,0.15926241524083665,Iris-setosa
+10,5.999060346733245,2.811500358684085,5.443442765061317,2.2732130080986774,Iris-virginica
+11,6.764107521117737,2.9721329563001615,5.33458366128614,2.1164089983422447,Iris-virginica
+12,5.737056531193878,2.9407888575749004,4.0491616060033975,1.180403515965584,Iris-versicolor
+13,5.218628215581443,3.3405862936783652,1.3139098099375952,1.3786765928534206,Iris-setosa
+14,6.169821170379079,2.9195707445561743,4.718815312186381,1.6978411646949734,Iris-virginica
+15,5.920347941917417,2.5376245481315847,3.4448399984312803,0.9047997917652307,Iris-versicolor
+16,4.719090082211521,3.544172446316685,1.3039140071829667,0.05872541687338917,Iris-setosa
+17,4.645457720910717,2.9709441106283254,1.3682872890050264,0.13551072017817684,Iris-setosa
+18,6.252887137373424,2.926559397718055,5.391024177448189,1.880944170284924,Iris-virginica
+19,5.887622960350934,2.9968122659756378,3.945531995622513,1.196220912195788,Iris-versicolor
+20,5.3073392095200544,3.5726478109112154,1.678577361659671,0.4092115649845899,Iris-setosa
+21,4.883664229330724,3.421531879469207,1.4065200388173078,0.16264768630764215,Iris-setosa
+22,6.454016618280839,2.3160752243553095,4.88758475791693,1.737644250887804,Iris-virginica
+23,6.545924540389608,3.035606128666569,5.216283897683825,1.608912503902493,Iris-virginica
+24,4.733262520834622,3.227594447688394,1.4108892393979608,0.1849134835547126,Iris-setosa
+25,5.990340404199803,3.0237660180257566,5.409900618235738,1.8385058927527334,Iris-virginica
+26,6.213285166825352,3.265549420241806,5.409532251719623,2.060517033154829,Iris-virginica
+27,4.976478732198852,3.347079574568143,1.5119803733217856,0.25507644583957634,Iris-setosa
+28,5.509856030268348,2.813946856530904,4.025815489949823,1.4667728130694018,Iris-versicolor
+29,5.702811605678548,2.790719436427841,4.736376218432296,1.7019684433512097,Iris-virginica
+30,5.94065731123257,2.6737822346168274,5.338322572986353,1.926566164948393,Iris-virginica
+31,6.149338694353683,2.9867119813461045,4.657933682536989,1.3419803116282665,Iris-versicolor
+32,4.791530739940947,3.0608486557127907,1.0826102336303538,0.05211448142417771,Iris-setosa
+33,5.448357615498588,2.795797116465775,5.064716244616719,1.6193257309421196,Iris-versicolor
+34,6.358521231468066,2.814879702123887,5.183967952136402,1.38672512404492,Iris-versicolor
+35,5.1840045169529745,3.273512716729297,1.6728084709728992,0.3509124151674636,Iris-setosa
+36,6.384335815002108,3.0729949567880204,4.860694399528025,1.5732182347506631,Iris-versicolor
+37,5.250799745749328,3.048042964461741,4.4429559992341785,1.4651622126405208,Iris-versicolor
+38,7.129213260810095,3.016483438451714,6.101218724336347,2.158677853735724,Iris-virginica
+39,4.906354817099407,3.3624446629382274,1.5966002826843295,0.38645352249007525,Iris-setosa
+40,7.21169544013271,2.98924619955872,6.169608121930531,2.086033356612555,Iris-virginica
+41,5.745986027799269,2.527024922007716,4.921295791008096,1.5742882080087444,Iris-versicolor
+42,6.30544976919381,3.0946301542013526,4.811976165920989,1.9344752887904109,Iris-virginica
+43,6.421105921737974,2.608672184162958,5.322577472819009,1.7248099689087926,Iris-virginica
+44,5.148041193693543,2.9775957205052768,4.717336675306036,1.8885287686956498,Iris-virginica
+45,6.101840763228842,3.208024595682036,4.9213084359972115,1.8425670752562542,Iris-virginica
+46,4.879460464844399,3.159072326957291,1.3405125072491548,0.4095359576301274,Iris-setosa
+47,6.5999271185250326,2.6986058271676403,4.26289580827086,1.4381372318312349,Iris-versicolor
+48,4.943012208250846,2.4784837274646403,3.587774835707232,1.2402757508391038,Iris-versicolor
+49,5.897401418976683,3.753481455435857,1.2972593592182382,0.21141919122754316,Iris-setosa
+50,4.6871073372790475,2.5492032529883395,1.2049987333668302,0.33065465495946367,Iris-setosa
+51,6.255809410020731,3.3284498175866277,5.2431192333088195,2.212793581528646,Iris-virginica
+52,5.761433646659652,2.855901053811962,5.23947080638331,2.0598397715360686,Iris-virginica
+53,5.821673965606532,3.1509632698592642,4.518565604238665,1.300090073482975,Iris-versicolor
+54,6.904121082332623,3.0367394195409556,5.748577586355175,1.9081006229164326,Iris-virginica
+55,5.1224192746328985,2.5331141980006726,3.4747296709844133,1.2658226148221732,Iris-versicolor
+56,5.816656766283025,2.6707134832133885,3.7476739926791813,1.1006531799800543,Iris-versicolor
+57,4.848504295530122,3.3796367174977777,1.5984605231513949,0.2999487485996315,Iris-setosa
+58,5.014581109014913,3.3874403781051368,1.505845129400128,0.10140210324534893,Iris-setosa
+59,5.883129138210085,3.7418673255773984,1.2471996733315684,0.16295098949970901,Iris-setosa
+60,6.350787023181729,2.7913976120276067,5.213112803388604,1.80431875027162,Iris-virginica
+61,4.747225160094572,3.3030303594981096,1.4083897055134451,0.1561706677346609,Iris-setosa
+62,6.178930432969242,3.141968477026928,4.933340401967965,2.166315582654145,Iris-virginica
+63,7.12885718191313,3.092484060235278,6.006316867367634,2.004847246179292,Iris-virginica
+64,6.606943475426033,2.716775192226568,5.483441923200567,1.7581419610598308,Iris-virginica
+65,5.826355013087543,2.74004095186281,4.304283639364725,0.954904764102539,Iris-versicolor
+66,6.167521167085417,3.1085275112789734,4.930693264249644,1.4244826215171755,Iris-versicolor
+67,5.246450142884419,2.8990839500018537,3.7057352121378067,1.1259049727738986,Iris-versicolor
+68,5.282175223370563,2.821570483720151,4.619826160746367,1.26664767462237,Iris-versicolor
+69,5.62375323822331,2.9598059744861898,4.460451023160872,1.4233532070157318,Iris-versicolor
+70,6.210026343010442,2.9284972715788817,5.418816577985145,2.271815746407609,Iris-virginica
+71,7.005890398185491,2.572093120136689,5.600705733288845,1.857476800624383,Iris-virginica
+72,6.957706581318229,2.7439744729408515,4.5488147048326955,1.1728604408580017,Iris-versicolor
+73,6.303083168263485,2.8746665286945055,4.942679638051703,1.805349220568587,Iris-versicolor
+74,6.411326389056858,2.7639152116492705,4.292951880355277,1.371084415092454,Iris-versicolor
+75,6.517858229555824,2.904421614514223,5.0103404756442975,2.0457485947148917,Iris-virginica
+76,6.821423754655761,3.1411176346289444,6.061362603621098,2.405025257341561,Iris-virginica
+77,6.476495762560792,3.171694055555567,5.443359632504671,2.087632762775373,Iris-virginica
+78,5.954245004137048,2.802024321621603,4.969421113746292,1.7968857517463002,Iris-versicolor
+79,5.673960760788761,2.5825902520871904,4.128389794212183,1.1481330565872985,Iris-versicolor
+80,5.505125355506314,2.700545780239426,3.789962274735922,1.1165702995360953,Iris-versicolor
+81,5.6895221363313935,2.73984684038619,4.267913105094969,1.1230773371474045,Iris-versicolor
+82,7.0030100228477625,3.6359257377451923,6.220871252102821,2.5517321494908694,Iris-virginica
+83,6.350677961435178,2.948163211518483,5.582263156439159,2.1987659256929266,Iris-virginica
+84,5.474330578084163,3.2893290314021866,1.7458886407056697,0.1314375149411369,Iris-setosa
+85,5.012792439045527,3.3901051492760477,1.6268183806023282,0.45519775411336416,Iris-setosa
+86,4.598812903555595,3.1868648815905036,1.5129906794079737,0.21725835068382865,Iris-setosa
+87,6.235084273763191,3.173168738391952,5.004113207633577,1.8790413988828811,Iris-virginica
+88,5.749759014756459,3.159501439545705,4.712092554710232,1.8009704032067073,Iris-virginica
+89,5.831888494468105,2.6392593783949505,4.716921231251647,1.4272463667003896,Iris-versicolor
+90,5.062313966640821,3.9123347827401562,0.890160162641557,0.11310225913873814,Iris-setosa
+91,4.9867808970007665,3.694741604931476,1.3995596937161794,0.29284559854130043,Iris-setosa
+92,6.022521043844041,3.0356926091922434,4.975487496035922,1.5472920985553462,Iris-versicolor
+93,5.492777021245633,2.6595456490817777,4.0017993267204375,1.383919832379641,Iris-versicolor
+94,6.835586436405362,2.5653148447147176,4.692055754073192,1.1297422543294937,Iris-versicolor
+95,5.817332231654566,2.5764476764935806,4.696237239015867,1.5761877666308624,Iris-versicolor
+96,5.919628060878985,2.789455185990217,4.988007752860891,1.6329156711907151,Iris-virginica
+97,5.95430716440849,2.891212432939951,4.693007274433179,1.3319968302482048,Iris-versicolor
+98,5.126673130623602,3.3861736829771423,1.6150555969579958,0.24340759577409954,Iris-setosa
+99,5.1009355928036735,3.4031319492399663,1.5936554787843202,0.4641013799027792,Iris-setosa
+100,4.366014898556658,3.0501798763238956,1.3869679534454105,0.048782596328881406,Iris-setosa
+101,6.230133864025421,2.595184586490303,5.1112819733940755,1.4435423042036242,Iris-virginica
+102,6.142792354594998,2.880528257470024,4.390906119640184,1.1364515820891152,Iris-versicolor
+103,5.070511877482794,2.9989537819421086,1.331017276170179,1.0245403782414058,Iris-setosa
+104,6.397771737820945,3.309523785751028,5.319268543043557,1.964903192717488,Iris-virginica
+105,6.276414909282405,3.428787711443012,5.759320750535553,2.217736009039021,Iris-virginica
+106,5.354992972116215,2.850680295982788,1.4249745456098535,1.7481658718144457,Iris-setosa
+107,6.24310249570409,2.9300065135130042,5.399186514936005,1.8444925468063873,Iris-virginica
+108,5.078908120567807,2.81549751819558,1.5349621663439805,0.06624396283442743,Iris-setosa
+109,6.440969496001745,3.1169317601935735,5.587836439158586,2.1494540016916748,Iris-virginica
+110,5.871979569761668,2.830895206724846,4.348294612967011,1.248497606394873,Iris-versicolor
+111,5.923345649383299,2.806162755285916,3.8584488801035115,1.1256718595174124,Iris-versicolor
+112,6.850052994571488,2.7981422790678545,5.6126011861948815,1.7376362662587739,Iris-virginica
+113,6.386262883565085,3.0286157809248184,5.064792591907414,1.8365465493263784,Iris-virginica
+114,4.809202841931867,3.264960721109709,1.5070430828145402,0.19687726800297312,Iris-setosa
+115,6.112333772313355,3.505694673906972,4.990140935249841,2.070069471889752,Iris-virginica
+116,5.633976029617941,2.981516276134048,4.894250290745736,1.4061892800953837,Iris-versicolor
+117,5.063528944005787,3.5986455048214983,1.6890312163267274,0.44953151192398433,Iris-setosa
+118,6.058595877129213,2.910884229779327,4.60687211389761,1.3758238437610129,Iris-versicolor
+119,5.469485447226851,3.6496021621627084,1.0934142200062558,0.2314538556033014,Iris-setosa

iris/tvae/2/12/test.csv

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

iris/tvae/2/12/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
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+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/2/12/val.csv

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

iris/tvae/2/13/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.404953269821105,3.150583471045305,4.580699333220615,1.1167866465630518,Iris-versicolor
+1,6.307985772290092,3.116943014882315,4.442927356239071,1.5067595144613943,Iris-versicolor
+2,6.127237918917099,2.8870054333584627,4.907374990748635,1.858874001153316,Iris-virginica
+3,5.593367528482105,2.8394568317062587,1.4330526130239982,0.28531162145652755,Iris-setosa
+4,6.808039962273723,2.9491493431900695,5.444776100245615,2.040827414587833,Iris-virginica
+5,6.7524930513380585,3.3075727095499943,5.202436796427952,2.3452648245448517,Iris-virginica
+6,6.461751510225795,3.0638054201355973,5.015173276407559,1.7710437825117282,Iris-versicolor
+7,5.219322699625256,3.2393819449563512,1.5375203981500163,0.3013175335122871,Iris-setosa
+8,6.5553607103002545,3.320920021210238,5.117589944953312,2.2061098011203772,Iris-virginica
+9,5.116952215152086,2.9390567848751648,1.336944115677192,0.1703739861252661,Iris-setosa
+10,6.553016106281613,2.7647884223340626,5.165539519838899,1.6396055183349503,Iris-virginica
+11,4.913954065374343,2.9334659062046806,5.123178524084023,1.899707205969178,Iris-virginica
+12,7.277963244980537,3.252393491446789,5.756336160594306,2.3110671190326126,Iris-virginica
+13,6.582061547852687,3.0249207494372334,5.385057359350352,1.8802139000880613,Iris-virginica
+14,6.916976454935926,3.0434653935056977,4.801992640519091,1.459732343593821,Iris-versicolor
+15,5.907444927291737,2.7026366199325005,4.602313679355908,1.478485752992814,Iris-versicolor
+16,6.240952661292187,2.669301238002692,4.051407451327981,0.873828771997534,Iris-versicolor
+17,5.385812308579714,2.6020018004856196,4.3458429602356725,1.2986072575537144,Iris-versicolor
+18,5.221849893288213,3.911495774502496,1.7056452411729828,0.49245851048561134,Iris-setosa
+19,5.217377646260922,2.6496517233062264,3.806818501780717,1.0157692100227196,Iris-versicolor
+20,5.3657455707198265,3.0807341755345923,4.198357941980011,1.0746528139785527,Iris-versicolor
+21,5.958014067370566,2.950933032649916,4.550455629517414,1.2647424639668619,Iris-versicolor
+22,5.581223615613958,2.8439900111161873,1.3759973635145215,1.2849694445503774,Iris-setosa
+23,6.136482297823307,3.058664504514679,4.814021098929846,2.0252057974655067,Iris-virginica
+24,6.800912429633238,2.5188634592691495,5.41067832564771,2.131834752246593,Iris-virginica
+25,6.4895599339293835,2.968334894007751,5.389483563457894,2.276104608621292,Iris-virginica
+26,6.3016240701619,2.997087046444233,4.893315302673933,1.4045762948483858,Iris-virginica
+27,5.021099520813202,3.0146751403969607,1.4356570501519919,0.17377131879898286,Iris-setosa
+28,5.098013497284342,3.4358918966619285,1.5122502419647563,0.3687225257016309,Iris-setosa
+29,5.884498799055335,3.0199269799471096,5.026321503191877,1.4422476123232468,Iris-virginica
+30,5.631367089760579,3.066220595746056,1.5482085508959402,0.2336169966519515,Iris-setosa
+31,5.1033914366153645,2.4781687209120062,2.8813995123656597,1.1821873258456506,Iris-versicolor
+32,5.783751385109071,3.020258452081775,5.119215449550314,1.9956791089184929,Iris-virginica
+33,4.952498058427664,2.407811967092639,3.3601088485594115,1.0137379265527446,Iris-versicolor
+34,6.161857920817356,2.84196639877647,4.465267614799686,1.996566595837291,Iris-virginica
+35,5.841622105773935,4.105483256252167,1.587400122588212,0.22157012517495778,Iris-setosa
+36,6.374160501457109,3.14776949193492,5.4621391742714644,2.2192082141291896,Iris-virginica
+37,5.907446865623778,2.891389044203627,5.23925290260629,2.1622024795430295,Iris-virginica
+38,5.045230678446241,3.1590642894689234,1.651119031087804,0.3374372091100811,Iris-setosa
+39,6.045112834929504,2.6707453178732123,4.402180466338005,1.153859152913065,Iris-versicolor
+40,6.198236311276943,3.230294973643266,4.918297404313592,2.006469260480911,Iris-virginica
+41,6.406480522531215,2.810815937319348,4.6762128986306015,1.4692924385913844,Iris-versicolor
+42,5.21301433431136,3.089549763073097,1.490702202537225,0.3064752988697154,Iris-setosa
+43,5.124591210981237,3.265824789568889,1.3738821287147895,0.2039877718531178,Iris-setosa
+44,6.099357819650126,3.045270475724654,3.9378794810498134,1.2777025802156496,Iris-versicolor
+45,6.067513164307677,3.2732485143598575,5.051158529669792,2.2608218811435075,Iris-virginica
+46,4.408870625086508,2.9335588174420675,1.5939792276118518,0.0004674310316502561,Iris-setosa
+47,6.283825614448819,2.7449960186689366,4.9712788457092305,1.572934580917449,Iris-versicolor
+48,5.428006315772722,3.9178216917250173,1.5279553430296093,0.283765290247244,Iris-setosa
+49,5.398647280409344,2.7358244410289494,3.7245593274521696,1.3700664361130717,Iris-versicolor
+50,5.395284624756664,3.0259501321453937,1.3987283765596057,0.15688569544079156,Iris-setosa
+51,6.64873587589108,3.0371958096109504,5.379778715756539,1.4280751446202617,Iris-virginica
+52,5.9395101275858195,2.618058080518502,4.882147295492685,1.6458146851903157,Iris-versicolor
+53,5.0706844222900385,3.134987291776499,4.935547056968415,1.8707229438901443,Iris-virginica
+54,6.189789604608526,2.9420763676066723,3.99454657968463,1.1406465705781752,Iris-versicolor
+55,5.751082504071243,3.187678240735831,1.7454159237612576,0.56608870722001,Iris-setosa
+56,5.09047595991392,3.1751381206257783,1.3252508955522244,-0.01522057687396916,Iris-setosa
+57,5.810258372738119,2.77127010511517,4.058666829336054,1.5809754324425023,Iris-versicolor
+58,6.148178285197166,2.7613265760797976,5.134181278378238,1.7501151027246244,Iris-versicolor
+59,4.81349350094168,3.407530870588237,1.6386269764226138,0.32938611187122885,Iris-setosa
+60,6.2009269093960535,3.083542931270842,5.237526423804284,2.090381963367225,Iris-virginica
+61,5.83145314734178,2.9285547720193397,5.299617840108129,2.0782929188798884,Iris-virginica
+62,5.249383039199173,2.794959783904861,4.905243755035522,1.7670701604291634,Iris-virginica
+63,6.375692430896858,2.788348030474375,5.528373339000053,1.9541078294371603,Iris-virginica
+64,5.317973838054031,3.399426593634266,1.45053371766682,0.21863554898194745,Iris-setosa
+65,5.44389498781146,2.9930441120755353,1.5282476387416792,0.21896622775458507,Iris-setosa
+66,5.92303613377589,3.046335600808851,4.411603887111015,1.4811084682626179,Iris-versicolor
+67,6.132425480498006,2.6697382982606244,4.544285025276793,1.4697720661133518,Iris-versicolor
+68,5.729214632477983,2.98022702209134,5.1457334689717795,1.774889712348549,Iris-virginica
+69,6.839764972514559,3.0468564668158824,5.647559192233397,2.1996175923711156,Iris-virginica
+70,5.786647095306574,2.849549916569011,3.9294718763060725,1.1329603164346886,Iris-versicolor
+71,5.916409386375852,2.9561103908290955,4.846092601797929,1.6350879464388552,Iris-virginica
+72,6.084022407522625,3.1643391081689027,5.155651169148794,1.486064389683024,Iris-virginica
+73,6.2762862912061905,2.9040742030676654,5.5789684134135635,1.740960874907165,Iris-virginica
+74,5.763884552385495,2.610220940060815,4.821281648098206,1.3569231658982177,Iris-versicolor
+75,5.298279196662681,3.575864880550311,1.184176170393187,0.22944836999189316,Iris-setosa
+76,4.4743015283376675,2.9581900721002743,1.4012803129849218,0.07584529328102607,Iris-setosa
+77,6.647309062217826,3.1643152311659586,5.323704912124877,1.7863023074879425,Iris-virginica
+78,6.432486728441835,3.094375366311437,5.261896223910183,2.1982364231729408,Iris-virginica
+79,6.112976105290428,2.8664661675819394,4.768850737139963,1.5670377550223598,Iris-virginica
+80,6.884750907591772,3.1856058324616123,5.009860332115033,1.3142861231902965,Iris-versicolor
+81,4.875004079338476,3.4236559668100957,1.6237943168964721,0.3037693632687602,Iris-setosa
+82,6.003287148571782,3.0585531002238153,5.211153495113708,1.9757750654747712,Iris-virginica
+83,7.437341213297945,3.031488193550626,6.279902505909664,1.8150239663777685,Iris-virginica
+84,6.469068719986668,2.777839232460537,5.132097548738736,1.6077450156092472,Iris-virginica
+85,5.93748470939618,3.8269344150197635,5.250622237734891,0.47718423198339355,Iris-virginica
+86,4.67383259093692,3.6342727576989615,1.618144156460826,0.32233452480134295,Iris-setosa
+87,6.233066830992046,3.954726255266125,1.1518115240075288,0.19655337504500964,Iris-setosa
+88,5.109047444837462,3.2721698444341794,1.3998322589445704,0.21905274991810858,Iris-setosa
+89,6.9417434785642875,3.3254545214349043,5.668554718886547,1.9417013607575497,Iris-virginica
+90,5.3806589262531,2.7891320891372122,5.2232605679046,1.800554038790608,Iris-virginica
+91,5.34931471417839,2.466481148501672,3.8243727083509382,1.2624442717144384,Iris-versicolor
+92,6.282995196101232,3.3023307194909903,5.699155735897283,2.434480201324154,Iris-virginica
+93,6.34724512628423,2.874129687492384,4.911118897744599,1.5072981424702676,Iris-virginica
+94,6.757046486801446,2.7726976433087858,5.512128269769285,1.7231085578609204,Iris-virginica
+95,7.420321247729083,3.088727552581015,6.196124698548435,2.2701353045105237,Iris-virginica
+96,5.2938203366558545,3.2855466735329433,1.5859048143565089,0.3527666911281248,Iris-setosa
+97,5.570833686000295,3.155095105450718,5.166129123850914,1.8310335907337476,Iris-virginica
+98,5.7489547489160175,2.5535861309949786,4.698954979516184,1.0632588721975966,Iris-versicolor
+99,5.477358875343337,3.122398021807151,1.3465766769898966,1.5299274226268,Iris-setosa
+100,6.128759455552462,2.573537122433508,5.0317328888447355,1.441190883465588,Iris-versicolor
+101,5.8143986489131105,2.7235803013957423,4.380183263575828,1.4119758463072476,Iris-versicolor
+102,5.210861103207318,3.1612520679232556,1.4700358055787988,1.6245413552832413,Iris-setosa
+103,6.562582012968761,2.678673207573337,4.943108460126999,1.608836701979143,Iris-versicolor
+104,6.212338899973649,2.7138047345427863,4.905148071118197,1.8591972774842653,Iris-virginica
+105,6.486384846499176,2.8525620670372356,5.086571412456946,1.380587295132469,Iris-versicolor
+106,6.282038952650788,3.1395187282532424,4.390317860329733,1.3347757609366677,Iris-versicolor
+107,6.078673418088022,2.621863783003007,4.830385324620926,1.4969666050118162,Iris-versicolor
+108,5.7188700187891675,2.8443851376946006,3.9110391963439186,1.4207174934128786,Iris-versicolor
+109,6.302531238626845,3.081928648957611,5.275115217464528,1.8439632660772802,Iris-virginica
+110,6.4951217857793875,3.029306365455835,5.049266291766657,1.8561884030929758,Iris-virginica
+111,5.268872854815149,3.0458598616788253,4.609770669789297,1.6752188397105008,Iris-setosa
+112,5.412810272781361,3.7731591762338934,1.3729049769119797,0.3402233383658637,Iris-setosa
+113,6.370795076220624,2.644945359890438,5.088959976753823,1.6829216240933353,Iris-virginica
+114,6.500809091637917,2.5008503678392344,3.9755955052661487,1.179909453994616,Iris-versicolor
+115,6.718519529141195,2.8968697653428146,5.987625914780563,2.423418219642211,Iris-virginica
+116,5.454587145028305,3.1553809914042272,4.875550716213733,1.5447073627919765,Iris-versicolor
+117,6.253301487613304,3.175565098186807,5.27581286548687,1.9458139204324831,Iris-virginica
+118,5.255741079495341,2.734617907821355,1.4170300751642624,1.2677793898438572,Iris-setosa
+119,5.024472889538442,3.2764783621443287,1.383423186383977,0.4320162032174807,Iris-setosa

iris/tvae/2/13/test.csv

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

iris/tvae/2/13/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
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+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/2/13/val.csv

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

iris/tvae/2/14/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.4766463325898815,3.3244443924105984,1.406248448728728,0.2959687578500513,Iris-setosa
+1,5.345950023887371,3.883898836056261,1.360164915754558,0.23679241260538222,Iris-setosa
+2,5.323331857893275,3.2236417297812987,1.4091817631535886,0.15491161954573665,Iris-setosa
+3,7.10795335774267,3.145739418245576,5.729612687166373,2.2415390519351073,Iris-virginica
+4,5.795945848476955,2.608440991386521,5.299035428240309,1.6745431100423034,Iris-virginica
+5,4.775747447321245,2.8968324793803646,1.455705805237145,0.08156694261733069,Iris-setosa
+6,6.432726121993088,2.9984726196572904,4.865686508535726,1.185963313906115,Iris-versicolor
+7,5.233189547728236,3.0904589386217336,1.4630650379247139,0.2163592829771555,Iris-setosa
+8,4.9083263991696855,3.263175535745421,1.2765627307243255,0.19218164604183696,Iris-setosa
+9,5.189660218430079,4.052133605533676,1.4443837930748638,0.2864142804867678,Iris-setosa
+10,4.801110079876306,2.9532297123986737,1.299776009185165,0.23524969265687456,Iris-setosa
+11,7.193923324220516,3.0735078938361604,6.306772163971607,2.146107526521533,Iris-virginica
+12,5.661409656328766,2.781868119508882,4.408568272869714,1.218193163073346,Iris-versicolor
+13,5.929046026099665,2.8680582951011018,4.418932718489523,1.1324299426629925,Iris-versicolor
+14,5.696191684337793,2.5760102990633142,4.92488066036928,1.7331081394270675,Iris-virginica
+15,5.514704208598904,3.034825442088974,1.2042590909201205,1.347685538756975,Iris-setosa
+16,5.1249014856770785,3.5562983211120347,1.491592381481336,0.4521120304682212,Iris-virginica
+17,5.5778448445826125,3.0074288779425964,4.4638386326847765,1.1096063972498558,Iris-versicolor
+18,5.471804406851826,2.9549182819592787,4.553644990735113,1.5964839571620495,Iris-versicolor
+19,5.96060781412285,3.123065982535399,4.257021462387404,1.364697232407044,Iris-versicolor
+20,6.693373477354082,3.1676886539652287,5.991481439943079,2.0843677016920257,Iris-virginica
+21,7.102845616560293,3.312565659790442,5.292195354151935,1.4351875695141676,Iris-virginica
+22,6.739564645886981,2.8864575080673367,5.586138733865268,1.9234031278524442,Iris-virginica
+23,6.485592180875653,2.6477597024091803,4.370724032074749,0.9906069606918146,Iris-versicolor
+24,6.003661601331659,2.6266756873185817,4.185455555623718,1.3849491215700072,Iris-versicolor
+25,5.785001273854506,2.7208370791616487,4.105465538622069,1.2442892567843429,Iris-versicolor
+26,6.220387692390124,2.527722591227391,4.003622065294535,1.5656741036725401,Iris-versicolor
+27,4.781231371681453,3.1244179330342514,1.4673791842993547,1.4996374509659813,Iris-setosa
+28,5.7019720084635575,2.7698526209704863,4.826466169749692,1.7424499094290677,Iris-virginica
+29,5.92499897826964,2.7068301909777612,3.4824440125517464,1.0487873760232418,Iris-versicolor
+30,7.130161404410246,3.0918082269942864,6.768257047187525,2.1321627517647928,Iris-virginica
+31,5.477852475305446,3.639578862589568,1.5478083097760322,0.4161748640297157,Iris-setosa
+32,5.998456400930741,2.961630138099635,4.827705993998557,1.7510891186891313,Iris-virginica
+33,6.187932736163828,2.6153444721432386,5.134823506138426,1.5346975926642525,Iris-virginica
+34,6.222504978755511,3.3192658759500677,5.273424910973582,1.893887781086839,Iris-virginica
+35,5.555945968374079,2.8755659699424303,4.2185733214214265,1.6112675940395305,Iris-versicolor
+36,7.176084242626241,3.1404220333095743,5.984718636396367,1.8326294128147245,Iris-virginica
+37,6.7119202573534,3.0714950321643886,6.219650122642414,2.0040903430261645,Iris-virginica
+38,5.3808465372043,2.499495719518905,5.236461341164965,1.6606719689828588,Iris-virginica
+39,4.925962998954092,3.1517052434452766,1.5458783334450756,0.33819890012192694,Iris-setosa
+40,6.555796821808438,2.775962024399226,5.339343904652083,1.833614354284114,Iris-virginica
+41,6.272540283732544,2.9943284755310406,4.884023868625949,2.135696155881262,Iris-virginica
+42,6.851153336081554,3.041775819753744,4.970363597796055,2.042230912707579,Iris-virginica
+43,6.6547857919293945,3.5394936279859275,1.5044227754056252,0.42057046915584273,Iris-setosa
+44,6.944736037271019,2.7642058640841696,5.159974246612178,1.728573065066369,Iris-virginica
+45,5.973277891041109,2.8102006180607884,4.549207556100563,1.6242614860140048,Iris-versicolor
+46,5.329358828291502,3.6146058398187697,1.0796664389706212,0.2220846720381888,Iris-setosa
+47,5.886022549247248,3.1391421279503935,1.5869116719941254,0.33915479516273417,Iris-setosa
+48,5.383519668714087,3.534615658013412,1.9012615497458847,0.3852259568704879,Iris-setosa
+49,5.785161313842464,2.8112912584253342,4.211653040335458,1.553745683343549,Iris-versicolor
+50,5.29862785650849,2.5986510517792563,3.95540747493734,1.258141148736488,Iris-versicolor
+51,6.374830823391731,3.345696931459819,6.170137904066949,2.328350521976142,Iris-virginica
+52,5.323032089118096,2.968752618641392,4.6061928223039885,1.374977091212029,Iris-versicolor
+53,5.866030028003624,3.1086702231948244,4.302096251363643,1.4640520590373471,Iris-versicolor
+54,5.492977770033777,2.637981105515269,4.334457602399878,1.2885180393871658,Iris-versicolor
+55,5.827175637204078,3.3633469332137835,4.845432226799007,1.9630455444360657,Iris-virginica
+56,6.2359085146525635,2.7486726628046085,4.287227095552819,1.5400774081450135,Iris-versicolor
+57,5.577737333267976,3.262525360429558,4.577870503542646,1.2641638684751269,Iris-versicolor
+58,5.700192628775316,3.0197645406199465,5.416802569546949,0.3911466693471193,Iris-virginica
+59,6.787564337696271,2.797223413062889,4.988758339429977,1.7372576362962324,Iris-virginica
+60,5.758771630804458,2.987755479519074,4.971064968651307,1.7183547479813963,Iris-virginica
+61,6.194475747919111,3.08946559889171,5.399325291040606,2.3673199960096425,Iris-virginica
+62,5.9113415159580835,2.8274336210367106,4.5228391525624225,1.5039485538882738,Iris-versicolor
+63,5.471399102150128,2.8017491637789944,5.099269907713446,1.461961517983394,Iris-versicolor
+64,6.606419454715758,3.2710739203782526,4.956302738083798,1.5130304070451435,Iris-versicolor
+65,5.784066361889597,2.647547450817949,1.6675268452747298,0.14854275856821267,Iris-setosa
+66,4.785242966758997,3.0277409005843654,1.5029748800828646,0.37562194892008827,Iris-setosa
+67,4.853987552126654,3.433726665191073,1.5053047241154378,0.22965730123450834,Iris-setosa
+68,7.221578083950202,3.1944909875669123,5.641324879917016,2.335203233184209,Iris-virginica
+69,6.235823170959815,3.2454433924703685,4.965701143823158,1.6922935453789163,Iris-versicolor
+70,5.133156953491232,2.837599756864922,1.6871035824469947,0.3981085020515961,Iris-setosa
+71,6.438007543325844,2.6565052118431525,4.884500459989064,1.6900780647721119,Iris-versicolor
+72,6.169162545476727,2.7000542091671393,4.517733473793484,1.131026026254188,Iris-versicolor
+73,4.5671535083237025,2.9779625091826043,1.3200056244205323,0.10459951995399933,Iris-setosa
+74,4.548969516495227,3.0561623628386356,1.5052077807561157,0.14778598883895144,Iris-setosa
+75,5.751142238491076,2.684104404100734,3.7998945933907464,0.9279598403907156,Iris-versicolor
+76,5.920617796996912,2.4174611904356134,4.165393311017244,1.137379155309274,Iris-versicolor
+77,5.8272927128258365,2.9321600006113737,4.906908731257749,1.3185409045953653,Iris-versicolor
+78,4.9573179668081675,3.0795988189319967,1.4621372160804538,0.13239756336911734,Iris-setosa
+79,4.5000270627819745,3.0550090314723595,1.2726561273099728,0.1706973831499925,Iris-setosa
+80,6.454380769829704,3.315203275065959,5.637246313944054,1.8998745684445904,Iris-virginica
+81,5.921468157430633,2.8649671122614486,4.425864384040642,1.5164508950180986,Iris-versicolor
+82,5.326476098403845,3.3046798161208586,1.2699804983044376,1.4437945878649379,Iris-setosa
+83,6.241696996123766,2.962188929870034,5.363884360652494,2.1233862561477608,Iris-virginica
+84,5.736315091085522,3.0166370458955956,4.9824159657031535,1.7694877825200337,Iris-versicolor
+85,5.2968290800179085,2.839427596310761,4.9842215759435815,1.6767790668244216,Iris-versicolor
+86,5.186072666532261,3.2013241733594464,1.4893434021435477,0.28652768497647124,Iris-setosa
+87,6.56215569941847,2.8730292483440194,4.381442905623573,1.2696248149310352,Iris-versicolor
+88,5.431183698461531,3.160668211656267,4.609406602269644,1.4288587475660224,Iris-versicolor
+89,4.800727170702158,3.4247245655379253,1.5191297911406243,0.21703556129532967,Iris-setosa
+90,7.122264850572431,3.3776115996085436,5.5960914607306105,2.1042798796693343,Iris-virginica
+91,5.340732324112633,2.944142617962846,4.3228794657635365,1.3395839338300566,Iris-versicolor
+92,7.630334264861023,4.180182415581503,6.338708568386467,1.719164596088553,Iris-virginica
+93,6.745658019525425,3.069590019881729,5.307036925327221,1.9342817823813858,Iris-virginica
+94,5.457382805906993,2.431147278696784,1.2601818831084561,0.1869231948645474,Iris-setosa
+95,4.989242210911219,3.313294992600489,1.6063100972943374,0.3579025024090414,Iris-setosa
+96,7.110810868935141,3.062504381127347,5.250977584837691,1.7395660281620478,Iris-virginica
+97,6.538533058073576,2.5392866835048116,5.019100093967833,1.6311024429937777,Iris-virginica
+98,6.6175994163711875,2.6545193522074295,5.45436583937795,2.3551697707495802,Iris-virginica
+99,5.092941753612118,2.8201449940579084,1.4696809692563673,0.21622247460379246,Iris-setosa
+100,6.510152713689369,2.8841959025160473,5.55737979567214,1.9935233267418657,Iris-virginica
+101,5.723498745350503,2.555578867983962,4.670411740773292,1.7197325022183403,Iris-virginica
+102,5.842118760645515,3.0241107492495463,4.37038434963674,1.5082067823814251,Iris-versicolor
+103,4.706268314458764,3.108850967266532,1.414691898211721,0.28864620924343654,Iris-setosa
+104,6.905472592776199,3.002955526045152,5.982291737996896,2.390084618434968,Iris-virginica
+105,6.569727629937721,2.87511414438318,4.668844196645989,1.046074480170929,Iris-versicolor
+106,6.137613452459822,3.2022535051397214,4.9379691058736075,1.7038387733971674,Iris-virginica
+107,6.118696644360375,2.7932053244032207,4.9966402545888515,1.464998667338233,Iris-versicolor
+108,6.424475804089953,2.6277275481204434,5.205656607881463,1.6508979470960499,Iris-virginica
+109,5.082639017860334,3.2610754478502764,1.3907000850120113,0.2820063136734462,Iris-setosa
+110,4.724880065936305,3.3913798578443837,1.6106343927441311,0.29558428765902045,Iris-setosa
+111,5.299074995524242,2.9396674753126066,4.642925870251093,1.2258568777361478,Iris-versicolor
+112,4.118583447082068,2.894715041993856,1.0135327840024408,0.025578256438258118,Iris-setosa
+113,5.923514175278083,2.759321605238218,5.521292295643842,1.8653412491886578,Iris-virginica
+114,5.237890303516935,2.9085375849586392,3.3739156823439216,0.8990490425627097,Iris-versicolor
+115,6.703718600769508,2.780214167411481,5.5300860552700986,1.7287013410024077,Iris-virginica
+116,5.394598597908355,3.089941689200984,5.166585668486917,1.9342725612177802,Iris-virginica
+117,6.434362559030072,3.3227799106127387,5.534052755846504,2.139242804404115,Iris-virginica
+118,5.39175969038513,3.74985172039022,1.3505107790476596,0.36897718488306946,Iris-setosa
+119,5.951017609172738,2.8937629208105573,4.569796398113067,1.8255654328550623,Iris-virginica

iris/tvae/2/14/test.csv

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

iris/tvae/2/14/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
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+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/2/14/val.csv

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

iris/tvae/2/15/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.368563431874324,2.920216066894076,4.823696859275897,1.0298115358079225,Iris-versicolor
+1,6.05293769814671,2.933691340187843,4.859022153272444,1.7323100516147767,Iris-virginica
+2,6.457164545223178,3.0931514121140444,5.313129847714804,2.2863667813775486,Iris-virginica
+3,5.137128935935201,2.9178421525156772,1.3221665963342206,1.1654995957446084,Iris-setosa
+4,6.872829162682313,2.909326115306319,5.347925609455676,1.4629820703200098,Iris-virginica
+5,5.496265189067673,2.897053655909109,4.68812489272091,1.3989177488414244,Iris-versicolor
+6,5.27289666140709,2.913891604848606,3.9989590378460256,1.067771634937171,Iris-versicolor
+7,5.96593676396429,2.787673325743372,4.689868659759229,1.173725932207931,Iris-versicolor
+8,6.677665998761615,2.8700868742523977,5.476734310594429,1.7748019380855447,Iris-virginica
+9,6.535321147590446,3.067899887155166,4.62353521885268,1.6057620931563927,Iris-versicolor
+10,4.67742293632205,3.396718560207554,1.2398970948754866,0.3065413345486911,Iris-setosa
+11,6.4912320578271,2.6462855198274973,5.236605201576638,2.1069504305459534,Iris-virginica
+12,5.172996381977759,3.099928301480899,1.288957671318535,0.20278038545433635,Iris-setosa
+13,6.029896952011721,2.7405429802406687,4.525997533762131,1.3406575533018483,Iris-versicolor
+14,4.707872773402407,3.1135777354001775,1.5812609320245339,0.16430076654853631,Iris-setosa
+15,6.243572769261983,3.2303367657318725,5.02245621222755,2.013764510845053,Iris-virginica
+16,6.073619364779939,2.972729294608431,4.655201451212838,1.7481185582757215,Iris-versicolor
+17,5.246346004751634,3.0030013904711796,1.4780104498942923,0.3995013255745111,Iris-setosa
+18,6.105884165940013,2.8031488063494745,4.945405516129679,1.2789310092618251,Iris-versicolor
+19,6.720037806734376,2.921826159468141,5.006939734474419,1.292727971745709,Iris-versicolor
+20,6.4463845734879754,2.700828833137769,4.754255583312114,1.7947744828353263,Iris-virginica
+21,6.201839474495731,2.9960821653835668,5.070366737272538,2.120028707498223,Iris-virginica
+22,5.257872264861439,3.355465722364638,1.4770381796252594,0.2635293007802513,Iris-setosa
+23,6.271492575188036,2.8749204176149017,4.89791538165008,1.8960060898647808,Iris-versicolor
+24,4.84254812578739,3.236471171596793,1.75653838522866,0.052922834880453073,Iris-setosa
+25,5.475091519289957,2.9441606283411454,1.5848455732217404,0.34433900917047117,Iris-setosa
+26,5.190239823965113,2.8311323327003106,1.345986929966504,1.1753251949487575,Iris-setosa
+27,7.071755669355377,3.1102914614326087,5.969417758518034,2.142880062101071,Iris-virginica
+28,5.529506336972474,3.156187224832114,1.7074597952847583,0.41096675533018645,Iris-setosa
+29,5.84892177496474,3.0923544183186027,5.20179944304686,1.5992599125170477,Iris-virginica
+30,5.993161467238729,3.1038820002578946,4.694227277118686,2.0810668004247455,Iris-virginica
+31,5.442328493711747,2.6014288552916933,4.630353838242308,0.9492252542845766,Iris-versicolor
+32,6.471356647006808,3.0732979766416166,4.671096844393689,1.286675202249743,Iris-versicolor
+33,5.330772954284145,2.9102669055019335,4.44986769671908,1.4055036350172878,Iris-versicolor
+34,4.727573605627812,3.304951431466278,1.6672032460850823,0.13932710931796854,Iris-setosa
+35,6.045953718102646,3.1824052420428317,4.693354012804911,1.7923036119701032,Iris-virginica
+36,4.885982188498865,3.320048927872713,1.3797217018442642,0.15635555810883223,Iris-setosa
+37,5.925701017278013,2.898285236354843,4.652409567854443,1.6956506030327985,Iris-virginica
+38,5.579316315661289,3.1124832083128258,4.504416549117788,1.31875407185808,Iris-versicolor
+39,6.279064679273294,2.785016864643448,4.126977632354767,1.159371580917158,Iris-versicolor
+40,5.179461159818793,3.31198890988754,1.4276593176219365,0.2721643192713034,Iris-setosa
+41,5.9387434883315215,3.7052385722141112,1.7967091317739148,0.4810512809958707,Iris-setosa
+42,7.267244445754914,2.8818826040494767,5.892977831208222,2.4992267261004253,Iris-virginica
+43,5.793404980325951,2.1228715248896837,4.623934168645811,1.0802292349792975,Iris-versicolor
+44,5.233057910742261,2.661734824072712,4.279062021353835,1.4333025761012776,Iris-versicolor
+45,6.311546978051467,2.3951347704032733,4.034894090492239,1.2498383474447712,Iris-versicolor
+46,4.434767348340337,2.8935660764383635,1.2922578915955603,0.1718746553669303,Iris-setosa
+47,6.236621971285171,3.0907525044040067,4.658717930366709,1.213068110463027,Iris-versicolor
+48,6.5881477616972,4.250814672742561,1.2488286682000453,0.24305189641126904,Iris-setosa
+49,5.229043639445137,2.749669084155774,2.5884026670735576,1.2544485111210366,Iris-versicolor
+50,5.46847244336165,3.816979237949875,1.5416884573782133,0.25884175937042314,Iris-setosa
+51,6.281378266351199,3.010729810127239,4.770373314398337,1.360524769296703,Iris-versicolor
+52,6.11441161833754,2.911499105560717,4.987382862788258,1.7513762911378916,Iris-versicolor
+53,6.317836930238817,3.1148787001595757,5.4281765456112225,2.195193406609021,Iris-virginica
+54,5.422493982201767,2.914930164020415,4.730983377256593,1.3267149485332126,Iris-versicolor
+55,5.320375841526809,3.430331264490026,1.644354202010126,0.2665518273616497,Iris-setosa
+56,7.1950152534849074,2.6629857737348157,6.051063503341898,1.540579106108494,Iris-virginica
+57,5.132726422195804,3.30107510676399,1.3178174694779474,1.3083472058279995,Iris-setosa
+58,5.805918617727287,2.726552305021815,4.994415726700786,1.6699751489672867,Iris-virginica
+59,6.742719512205605,2.5198550327894376,4.333587104345914,1.0093673187343484,Iris-versicolor
+60,6.4548805927908095,2.5576253093388917,4.894812070008565,1.481185552855494,Iris-versicolor
+61,6.0710853477060835,2.916238937371232,5.224442587111312,1.5289124314719147,Iris-virginica
+62,5.9107368619366945,3.097067526803953,4.4698146827192105,1.2515056830100395,Iris-versicolor
+63,6.307573864291094,3.2175990179397744,5.543750283826853,2.149151413159328,Iris-virginica
+64,6.284052471223469,2.852310736807796,4.6729894008925825,1.7695285670514593,Iris-versicolor
+65,5.149502899482377,3.090910826398778,5.171481624049585,1.9264724917841458,Iris-virginica
+66,6.47154159552826,3.7829746792722285,5.328382184205902,2.3454205566817103,Iris-virginica
+67,5.022348817056511,3.12207648347135,1.1561542995062428,0.23913399095067828,Iris-setosa
+68,6.699524792487445,3.0627013300868566,5.390398020968965,1.5934701181506206,Iris-virginica
+69,7.055937437417036,3.0631045744587224,5.562803950916233,2.0277877548404204,Iris-virginica
+70,6.339212473082929,4.28395582745162,1.3250068066419565,0.32609629775229476,Iris-setosa
+71,4.779154148872727,3.2551373843560207,1.4974124661656767,0.3444467950978702,Iris-setosa
+72,6.268421632847297,2.810683547980029,4.932359104063876,1.248938511584111,Iris-versicolor
+73,6.227203676930483,3.002515100342444,4.752566815005232,1.7449100923017824,Iris-versicolor
+74,6.415555899469084,2.8330751343014677,4.952714378086372,1.8385183129487015,Iris-virginica
+75,4.629159726212054,2.957453257530136,4.242360991281285,1.7984028802848193,Iris-versicolor
+76,5.074509128514984,3.6943254847616873,1.5073745610412832,0.3176593703270938,Iris-setosa
+77,4.795882696186348,3.1765208998744683,1.380254977620963,0.1727214678771838,Iris-setosa
+78,6.2220873368325655,2.8279908784315113,4.699103265767418,1.746563061057741,Iris-virginica
+79,4.985908501548939,3.350054600389492,1.3076019149908622,0.08346351912012626,Iris-setosa
+80,4.624150849082005,3.2104868231663533,1.4222225375910966,0.1399151190767858,Iris-setosa
+81,6.156447550259899,2.755615865317218,5.111906628634522,1.8405063928971774,Iris-virginica
+82,4.791675637915559,2.556807560681516,3.57101113985315,1.033635726470867,Iris-versicolor
+83,6.179620224848392,2.6913934821548464,5.15596383850491,1.6236888098385494,Iris-virginica
+84,6.882184380794389,3.084007645641664,5.564207733501181,1.8290357160527242,Iris-virginica
+85,5.54102408517233,3.762962991336786,1.4514308647740368,0.25110277035017686,Iris-setosa
+86,5.581286745429086,2.9940318027964694,1.2298450878904605,0.22980857801588245,Iris-setosa
+87,6.5909141620394305,3.1097118462642293,5.621813500705032,1.9487981977121072,Iris-virginica
+88,7.019369891278766,3.224974326084142,5.8498063038628825,2.016970042320515,Iris-virginica
+89,6.048329477791784,2.9272949519843685,5.008921701287296,2.0289284418815106,Iris-virginica
+90,5.867751455009444,2.762497856608459,4.7226143743919415,1.707755092538059,Iris-versicolor
+91,4.753025848905352,3.3641691377761505,1.3188561276511999,0.1148818226393975,Iris-setosa
+92,6.921456864599987,2.9855470889369142,5.700927973711214,1.8057569994878255,Iris-virginica
+93,5.65769384719156,3.9590305269104027,1.1320818512601765,0.2630014780155296,Iris-setosa
+94,4.673480048183537,3.162153898947034,1.2905951461194967,0.22835320530956071,Iris-setosa
+95,6.6357851098723595,3.078063585016554,4.978083323681725,2.085545061423995,Iris-virginica
+96,5.190708424145071,3.1358312754790814,4.373634721267044,1.2090190831359486,Iris-versicolor
+97,5.297497639357248,2.8584302691548165,4.210379473389912,1.3404505255971364,Iris-versicolor
+98,5.344909213008485,2.8408490382046696,4.051392806578124,1.141826300940053,Iris-versicolor
+99,5.951974824059942,2.8247955005443135,5.278805582975216,1.8233445357160312,Iris-virginica
+100,5.054721160086814,2.9956305382035513,1.3727189139237643,0.32177572927281894,Iris-setosa
+101,4.983070041914867,3.1213216530018477,1.4110153556874137,0.16158132761046606,Iris-setosa
+102,7.369343224236958,4.142111129084147,5.9527891189918165,2.1088331819136674,Iris-virginica
+103,5.965000390473625,2.6421090827977993,4.10809952028989,1.4457083120656935,Iris-versicolor
+104,5.250719554494295,3.865952972568391,1.3188205356627332,0.17764804892063146,Iris-setosa
+105,6.085601671184019,2.5431115056785716,3.7209200387927592,0.9700168105619275,Iris-versicolor
+106,4.704753926157656,3.4807258780564263,1.211166169890656,0.050310097150413846,Iris-setosa
+107,6.778805010733439,3.3564606332427784,5.7438145654671455,2.3861231571661983,Iris-virginica
+108,7.059902342819281,2.8457287930812125,5.044140780409701,1.4873652817481142,Iris-virginica
+109,6.097138388982344,2.8160749101414653,4.505380916760806,1.2716073612715288,Iris-versicolor
+110,5.889496139336329,3.8242766607190304,1.547854569653047,0.25407517287841697,Iris-setosa
+111,6.492631973153741,2.8264657269713247,5.04306003451667,1.716635950105995,Iris-virginica
+112,6.637262538593266,2.937622663460521,5.180516482770435,2.276467252465049,Iris-virginica
+113,5.775263789785333,3.140734730893755,4.883086612480599,1.8612305108320923,Iris-setosa
+114,5.901133178671114,2.4824477246762195,4.631004399134819,1.1238709769875939,Iris-versicolor
+115,4.437266877523586,2.8254008002061535,1.023930493204138,0.17786154226519774,Iris-setosa
+116,5.634198136268314,2.8826394029287052,5.099475458539097,1.4184024434515012,Iris-versicolor
+117,5.858960327674112,3.09316013342441,4.5144240859871685,1.1752930837564413,Iris-versicolor
+118,6.296807085546945,3.0552852213204775,5.181208411993639,1.9699328176256936,Iris-virginica
+119,4.9702306828298815,3.5850080281309222,1.3069493778610803,0.12498289903610071,Iris-setosa

iris/tvae/2/15/test.csv

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

iris/tvae/2/15/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
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+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/2/15/val.csv

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

iris/tvae/2/16/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.356627035702956,3.01096663466373,5.138357715338866,2.1451756266186446,Iris-virginica
+1,5.922402920809676,2.9537084159232014,4.761903203070363,1.346953873914163,Iris-versicolor
+2,5.8720925978987255,3.3138113065542507,1.587272218936324,0.39130640081250767,Iris-setosa
+3,5.976797062535372,3.1083842137507998,4.845948147833131,1.65956696236899,Iris-virginica
+4,5.370239479642948,3.022856065547777,4.409126326939925,1.5039307511760565,Iris-versicolor
+5,5.8085631799577,2.2598122307814217,4.140035562307447,1.0750722077592414,Iris-versicolor
+6,4.953017235196723,3.9898134692702687,1.4697638966562683,0.19405450760356968,Iris-setosa
+7,4.871072608687982,3.419624644483349,1.414271372452691,0.25402770969433836,Iris-setosa
+8,5.023097949136067,2.9664482277702433,1.4152156560950329,0.22094210206528653,Iris-setosa
+9,7.037493246090164,3.040971760110342,4.604822542346012,1.5461493914409017,Iris-versicolor
+10,5.848728277613576,3.354271303659853,4.8647293796058415,1.8359858022466538,Iris-virginica
+11,5.9552823238584685,2.916785460378857,4.073054545018807,1.1795743891941577,Iris-versicolor
+12,5.624503214204417,2.9612890766449533,5.1113644455920815,1.7240365102123882,Iris-versicolor
+13,5.670067002884056,3.1012143621954187,4.933511942447764,1.3974810822792638,Iris-versicolor
+14,5.473641162839184,2.6757946151200676,4.805005028229418,1.6673097906772436,Iris-versicolor
+15,6.462207910464541,2.8735171247821087,4.088840922604416,1.2483119961143545,Iris-versicolor
+16,5.4874241205951355,3.9697895041155,1.5206197790422487,0.3236754400991363,Iris-setosa
+17,6.7331898693634304,2.4675542461356197,5.739902014766423,1.821582794820236,Iris-virginica
+18,5.068012947363693,3.2532026144131363,4.367823777478977,0.9580410851378878,Iris-versicolor
+19,6.967752504899799,2.8721071038616572,5.183939822082426,2.012411253354737,Iris-virginica
+20,6.278621576112609,3.4768897429239223,5.092106951162962,2.022297774511964,Iris-virginica
+21,6.1750344367597245,2.6831921136748207,4.653610872893174,1.4968405658542634,Iris-versicolor
+22,6.590309556799197,2.864690014487847,5.041491963325489,2.325313621005643,Iris-virginica
+23,6.16058443173924,2.8075274465843645,4.375797204647116,1.3150912232225558,Iris-versicolor
+24,6.28489389113685,2.8629622482881083,4.447183322455162,1.648974764904859,Iris-versicolor
+25,5.89145302260407,2.796615524967959,4.475137360636726,1.3084101710580995,Iris-versicolor
+26,6.024070386305779,3.233003055102239,5.251594814904916,1.9022095242375359,Iris-virginica
+27,6.29017864713181,2.8310311291545367,5.229379688659567,1.9693049041545148,Iris-virginica
+28,5.683528763747737,2.563389420871608,3.5150372828809244,1.1530580470999328,Iris-versicolor
+29,6.646169873287203,3.241208362891092,5.572163265719056,2.075535359143977,Iris-virginica
+30,4.661641965412838,2.885792695147125,1.6397346311866579,0.3708104649592082,Iris-setosa
+31,5.463679064731077,3.03089788200542,4.348676368983333,1.398808150515193,Iris-versicolor
+32,6.798570857433335,3.086142181874211,5.009541345801293,1.2904581084018187,Iris-versicolor
+33,5.96196703982881,3.080524400151027,4.893912786159213,1.867858941364022,Iris-setosa
+34,5.342194068870936,3.0750518579712334,1.2127412985743413,0.17207556574214816,Iris-setosa
+35,5.774634474726113,3.2138948245837065,4.792153526337611,1.4247265342753708,Iris-versicolor
+36,5.10088066467311,3.666604387289678,1.5717812560237803,0.2290344770594797,Iris-setosa
+37,5.901970770194117,3.1408561586544166,4.951332709721892,1.844721646234696,Iris-virginica
+38,5.08042860928164,4.312634352168426,1.335050116763111,0.26646565795082133,Iris-setosa
+39,4.6652677559485864,3.0963522244687423,1.4231028210816425,0.1869951556891133,Iris-setosa
+40,5.988459169862653,2.5927077983496107,4.807237350592797,1.3208110797465014,Iris-versicolor
+41,5.849754763838248,2.9664351227318964,3.9025142095731864,1.0975871613226558,Iris-versicolor
+42,5.875089748678805,2.993402104465019,4.135585949173489,1.2919614106264203,Iris-versicolor
+43,5.81745076817783,2.796324982461162,3.7864968506097125,0.8979400329608719,Iris-versicolor
+44,6.545728523763852,2.97233440286542,4.6394258796948655,1.4103324297560682,Iris-versicolor
+45,6.616351413071813,2.970197848927562,4.974873833207472,1.6051605695279025,Iris-virginica
+46,6.2237246912029285,2.762735121494075,4.412432430830662,1.3236422032607476,Iris-versicolor
+47,6.03718092280222,2.7064918159723885,4.395701176613944,1.370673294951019,Iris-versicolor
+48,6.746641683873531,2.9664459519346784,4.841500467181912,1.4515349692692237,Iris-versicolor
+49,5.659725681372836,3.1537396306289116,4.449481274155333,1.664264936321474,Iris-versicolor
+50,6.163559620358233,2.9240897494091946,4.82840854170047,1.4585965886311851,Iris-versicolor
+51,7.127195612666069,3.0338201729262666,5.6655810463498675,2.287748419646964,Iris-virginica
+52,5.889157426013913,2.709883274549947,3.876209636765206,1.2235136531873345,Iris-versicolor
+53,5.233614234341746,2.8835180217655885,1.522029895056099,0.06356346349263806,Iris-setosa
+54,5.0879547435127535,3.459397614402458,1.514232383475702,0.1971772769763338,Iris-setosa
+55,6.579009490188357,3.1963192577830153,5.173992487915538,1.950035541847901,Iris-virginica
+56,4.866467815493002,2.5291807895088487,3.649086013455358,1.0807550689425998,Iris-versicolor
+57,7.17148933551118,3.3117888043978336,5.864964096269983,2.178933904079661,Iris-virginica
+58,5.351809667524428,2.8062056772477564,3.602601040260207,1.234465272730061,Iris-versicolor
+59,6.3930884804707615,2.7955588302052408,4.357384265164124,1.3643998279493013,Iris-versicolor
+60,6.329080348737577,3.213511663929816,5.2714036810041796,1.6246548931441622,Iris-virginica
+61,5.954985153981265,3.3361548106542096,5.039805052240737,2.068402131703083,Iris-virginica
+62,6.7921852056424985,3.3465699984541737,5.600159959645067,2.2703799377240403,Iris-virginica
+63,5.01187581138362,2.900400122545796,1.3896294075500886,0.17401563636704487,Iris-setosa
+64,6.565061562861457,2.8949919718051866,4.766042862523507,1.4284376496286828,Iris-versicolor
+65,6.684472506787967,3.072612585268731,5.013037976681613,1.756284709671607,Iris-virginica
+66,5.997268913342398,2.9866088249725036,5.2174063795000905,1.5062604765063312,Iris-virginica
+67,4.991097275733983,3.6555311269366477,1.309958865175114,0.17807342277832655,Iris-setosa
+68,4.9674805703829845,3.0166968992150966,1.3143652758740152,0.21131687179454747,Iris-setosa
+69,6.201489063703462,2.666833426579393,3.692948395594577,1.0342488625639048,Iris-versicolor
+70,5.433023735781043,3.882073390113204,1.6452473180269211,0.20284454242089964,Iris-setosa
+71,5.020980194560435,2.1320490663944236,3.90240448146412,1.264606771144499,Iris-versicolor
+72,5.584713109201054,3.636510627519571,0.9501728267484065,0.06312318284020182,Iris-setosa
+73,5.763370611448414,2.6182312702433466,4.856481107512662,1.7860687847987455,Iris-virginica
+74,6.9270095441469115,2.987905052261201,5.491521673076826,1.9274271944654333,Iris-virginica
+75,5.949851553385844,2.89562302510062,5.098547950640964,1.7443232249532112,Iris-virginica
+76,5.270054478183971,2.9381805562665466,3.9906396732641385,1.2119197825550418,Iris-versicolor
+77,6.28207428160778,3.0103503225370885,4.719588311980678,1.4022448609391167,Iris-versicolor
+78,6.3413814031545455,3.177833615446372,5.015524297322783,1.6340437077674808,Iris-versicolor
+79,5.927067857103088,2.837303888880069,4.6939642759459295,1.2166916078951464,Iris-versicolor
+80,6.417332457362041,3.2424580469124273,5.158003626037842,2.1774839559987065,Iris-virginica
+81,6.216287246508583,3.4082556343994246,4.840503627274027,2.1484620186627676,Iris-virginica
+82,5.75264305454106,3.008562876856813,4.7503717115849,1.7703580511845831,Iris-virginica
+83,5.1072857723527205,3.3614590508962285,1.5460882849661726,0.3151347211476905,Iris-setosa
+84,6.278217077011473,3.1963643915077724,4.990116926049495,2.027212954870477,Iris-virginica
+85,5.7063481143159365,2.8103063498655607,4.115968922147416,1.0713202565777777,Iris-versicolor
+86,6.7431370395624,3.2570791043268494,5.703139401692024,2.1036949407712116,Iris-virginica
+87,5.86856278540505,3.0510259837333877,4.671769212252548,1.9190015765958914,Iris-virginica
+88,6.514391034656493,2.91020782341962,5.468363866324819,1.8759979604261559,Iris-virginica
+89,4.870247383447232,2.94036961555544,1.3569295627580995,0.26099034166405816,Iris-setosa
+90,6.013160805539909,3.1361780343406847,4.6379803087023,1.7220315093509664,Iris-versicolor
+91,5.150128437243446,3.4744838805350216,1.1378634659759737,0.24117115487363497,Iris-setosa
+92,7.069197515979772,3.8551533067788726,5.7017710434876125,0.5198027563593319,Iris-virginica
+93,6.313354800004795,3.1483627419496805,4.73195851892847,1.5851592886649661,Iris-versicolor
+94,4.7323532040271665,2.8568105936685884,1.2208887356533593,0.13234594123607557,Iris-setosa
+95,5.38400464356371,3.0098547526326302,4.3847717387308345,1.5427232227095067,Iris-versicolor
+96,4.728927446661529,3.1590892589559108,1.3848560562821461,0.13979544318397735,Iris-setosa
+97,7.107469066579052,3.0508300059931024,5.971375578183826,2.400277289842452,Iris-virginica
+98,6.012542618966957,2.814531066707778,4.146978942022584,1.1162843290980993,Iris-versicolor
+99,4.8558439875406485,3.175207783063197,1.7520394126625787,0.25005894064361306,Iris-setosa
+100,4.69268208471218,3.36607967091997,1.5353656559091389,0.17453951341886748,Iris-setosa
+101,6.84795004767254,2.797867863842193,5.56089353358216,1.9996213242859884,Iris-virginica
+102,5.599999837534598,3.0907204362690774,4.074368637146415,0.8299041296453794,Iris-versicolor
+103,6.868522302462851,3.158179611651014,5.540909469931318,1.987304739140412,Iris-virginica
+104,5.622023834322878,2.517149855024192,3.7641212231981345,1.1243534221673284,Iris-versicolor
+105,5.61517259288299,2.9321343391118186,4.818165405791774,1.3139164857333325,Iris-versicolor
+106,6.647671206437399,2.853061548576646,5.373926955381952,2.306401328209044,Iris-virginica
+107,5.348447032642887,3.7979180021335734,1.2851232089291873,0.1343904165627449,Iris-setosa
+108,6.078655640488878,2.719980324407334,4.193597005293407,1.675359707886368,Iris-versicolor
+109,6.489093243096076,3.3649875441714916,5.2447843494360615,2.4530435793896848,Iris-virginica
+110,6.633294009206464,2.8705709952754566,5.543204531953224,2.579365135622206,Iris-virginica
+111,6.237993856816776,2.9780670658677004,4.795091576000643,1.4617434591169092,Iris-versicolor
+112,5.203735659131331,3.014814020527795,1.2631933792672718,0.15366797241409408,Iris-setosa
+113,5.120284456013639,2.719092421598515,4.308604772564866,0.97814788635705,Iris-versicolor
+114,6.791024159536312,2.9809657902768176,5.805468421133542,1.7734090920052206,Iris-virginica
+115,6.870269752553495,2.9575124726841056,4.960092449716412,1.6986150573133194,Iris-virginica
+116,6.0184011595664435,2.729972058696511,4.210985375356043,1.241728934219373,Iris-versicolor
+117,4.590096455048497,2.937819827922027,1.4229730194747137,0.1759104035535729,Iris-setosa
+118,6.179839689611793,3.0605100045610514,5.4554798044845665,2.166323849419543,Iris-virginica
+119,5.596267712956282,2.8187519500967944,4.178582406742739,1.3012448019159657,Iris-versicolor

iris/tvae/2/16/test.csv

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

iris/tvae/2/16/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
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+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/2/16/val.csv

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

iris/tvae/2/17/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.471541804741737,2.3222094086544622,5.808373492170576,1.7962174249310237,Iris-virginica
+1,4.840899440542391,3.3700773338971812,1.4001913132822017,0.21113255960747515,Iris-setosa
+2,5.160151540475995,2.938472956582796,3.9479537261729205,1.2576582467764599,Iris-versicolor
+3,5.5375857492124645,2.8802727731774365,3.7037455903174132,0.9563081175696537,Iris-versicolor
+4,5.186973949913966,3.943528315638259,1.700325120426197,0.42112553173423695,Iris-setosa
+5,6.896299318676264,2.7560470931122687,5.008344304966078,1.5908940139337253,Iris-virginica
+6,6.848904499187203,3.3341485124535324,5.7281602283743664,1.5510329188653618,Iris-virginica
+7,4.508236749712325,3.059795175208777,1.3481155059916838,0.11925447366982961,Iris-setosa
+8,5.923675810789064,2.89213932629651,4.65961126962843,1.6854971102932,Iris-virginica
+9,5.134197165784554,3.6315943953242185,1.4023791135965464,0.33754843576892446,Iris-setosa
+10,5.338728887913133,3.233226152242394,1.6210459403723783,0.24724347461131957,Iris-setosa
+11,6.847486665439908,2.7340697478897926,5.258561969618795,1.743595902583252,Iris-virginica
+12,5.458654225958434,2.652782922768342,5.531640938473008,1.7164668389749673,Iris-virginica
+13,5.473706176692308,2.7867595470148228,1.3576776675016062,1.5009466496676946,Iris-setosa
+14,5.333416146789137,3.7392042161586896,1.4150949882483381,0.3593968081338136,Iris-setosa
+15,5.185854645300163,2.5625981331822936,3.3657018604868485,0.9971551625161114,Iris-versicolor
+16,5.609896573683623,4.005696620143732,1.4463105276609114,0.17341803932744188,Iris-setosa
+17,6.540590618834892,2.93377644068644,5.023268346495234,2.2867457610394735,Iris-virginica
+18,6.122971053976257,2.9012702194751645,4.5278243612275135,1.33182976183732,Iris-versicolor
+19,6.7513667884072985,2.581688419534055,5.2628542315218745,1.6738651055985663,Iris-virginica
+20,5.553151801764069,2.766120731273002,3.731373952490782,1.182506741509778,Iris-versicolor
+21,6.388513771500959,3.7610121065665503,1.630688593571548,0.43388643173608166,Iris-setosa
+22,5.257357377776818,2.9674309621518855,1.2714578429956622,0.21904205123815124,Iris-setosa
+23,5.456243800662446,3.187203659783229,5.281509294545908,1.6051935102647166,Iris-versicolor
+24,6.444020644385721,2.6445241726591657,5.220684393868881,1.7458094878171575,Iris-virginica
+25,6.274577212994721,3.0858377021681194,5.172099371383719,2.415447130718625,Iris-virginica
+26,4.569211731685718,3.1191874669454904,1.4291528231945132,0.2592681308677938,Iris-setosa
+27,5.5934830562327384,3.2278788653173134,1.6530238400831396,0.345814467341542,Iris-setosa
+28,5.160521857236101,3.5593348850372273,1.6742864397362702,0.3806155473973172,Iris-setosa
+29,6.103775944707809,2.7787617221941505,4.658404711535394,1.799921163180598,Iris-virginica
+30,5.2971083768200895,3.1391345526616323,1.5645549533824297,0.23129097773475518,Iris-setosa
+31,6.246597669849208,3.1424939347701755,5.481730537225468,2.334563625495652,Iris-virginica
+32,6.208122672159112,3.0820774554258246,4.926869891454953,1.6411413235034484,Iris-versicolor
+33,5.608251308957387,3.2141366657767865,4.8740616958023155,1.4017096843454842,Iris-versicolor
+34,6.675628597862853,2.7290229240479764,5.784099929360461,1.9071749431327918,Iris-virginica
+35,5.56668499628903,3.7010167828455316,0.8717756101116779,0.1468450567621588,Iris-setosa
+36,6.0181121872971985,3.2917712309029405,4.803383587736796,1.838397142856609,Iris-virginica
+37,6.133098860851311,3.27988512033161,5.330179046687056,2.23327824865208,Iris-virginica
+38,6.3928535897916365,3.1878144347496122,5.392780210991438,2.2282994048870215,Iris-virginica
+39,5.346628079407751,2.9238234182779936,3.84125872051058,1.0393130485595972,Iris-versicolor
+40,6.4039740461272086,3.035246290413395,5.07524935045103,2.24187927780282,Iris-virginica
+41,7.165064723886912,3.360785142213916,5.218273333667977,2.4547077635516357,Iris-virginica
+42,5.863875197294792,2.670239946048963,4.940212592364764,1.4796699802578162,Iris-virginica
+43,6.024796979017714,2.6278818272997952,4.694498892574278,1.4930341550577455,Iris-versicolor
+44,6.818983694669355,2.6015652555011073,5.676835829435879,1.8234751452385107,Iris-virginica
+45,5.843283945577298,3.0248589184206627,3.9977503571218564,1.2226541539835578,Iris-versicolor
+46,5.814257618773713,2.682886924681572,4.9848841912513615,1.6279355695742128,Iris-virginica
+47,6.020994642670682,2.8451930883470595,4.23427483889061,1.3477267623116744,Iris-versicolor
+48,6.407752136347818,3.6121350325462385,5.434801387957908,2.353891899335501,Iris-virginica
+49,5.705282137388215,2.8982440326819225,4.196288922739218,1.516027555731096,Iris-versicolor
+50,7.478587513938212,3.040034785189938,5.819657209712275,2.126430598489012,Iris-virginica
+51,6.345098444517203,2.945298863932211,5.524390982883163,1.850549864773476,Iris-virginica
+52,5.973352117904965,2.955164308047041,4.2882724189762405,1.3634822829253923,Iris-versicolor
+53,6.4830000300737245,3.446464314918346,5.470351010498495,2.5344845823332784,Iris-virginica
+54,7.341065657227359,3.0886143407991358,6.092633357415157,2.378431972548954,Iris-virginica
+55,6.633670715201514,2.8741979938950495,5.275048262537814,1.6681054891113951,Iris-versicolor
+56,6.64221657494076,2.9507250985909046,5.748376034480708,1.8590408127955966,Iris-virginica
+57,5.733143109597281,2.9548992024284573,1.3587212073003787,0.2744669781876693,Iris-setosa
+58,6.145935182376495,2.801306705995757,4.386506536859117,1.5016267635737262,Iris-virginica
+59,6.024102761985042,2.6678435582716498,4.57272903159441,1.2526666167091915,Iris-versicolor
+60,5.800096672914898,2.670403245213521,5.1493396529473685,1.8062305048841067,Iris-versicolor
+61,4.870828033046332,2.1882969080637587,3.5443473025745584,1.044670964500375,Iris-versicolor
+62,5.498457031748944,3.2453892619384868,1.4525654936178003,1.7113470503459138,Iris-setosa
+63,5.366868630862244,2.876277504703044,4.915076667916786,1.6338164387971261,Iris-virginica
+64,5.174786022086516,3.7679445345135822,1.56777778930824,0.37621462577606557,Iris-setosa
+65,4.771283831123811,2.7066074703035925,1.5209174943329313,0.18448643156054093,Iris-setosa
+66,5.231074351301825,3.533545528195961,1.3257485324441336,0.1563512213888904,Iris-setosa
+67,5.748916279208671,3.2711986548121255,1.508052141041026,0.3768574967980498,Iris-setosa
+68,6.570842679468147,2.7676143126783175,4.865027874955828,1.9438728902491804,Iris-virginica
+69,6.118792346648009,2.764796679508924,4.726038910066733,1.3003706782554376,Iris-versicolor
+70,5.6159297442221705,2.9784624434658618,3.8685488277931777,1.2668953070804398,Iris-versicolor
+71,4.754024479341653,3.0778308736326534,1.4699469125341729,0.13492301199440906,Iris-setosa
+72,6.773550715669783,3.268065573988971,5.308983695266219,2.1166932204606907,Iris-virginica
+73,5.1320748259587665,2.959981892539513,4.926229399827031,1.7626468483259752,Iris-virginica
+74,6.09428281630875,2.8055873040856683,4.611737337147479,1.4283104151175643,Iris-versicolor
+75,5.2087853720501816,3.4641347241146154,1.3814585632551033,0.10263329802194926,Iris-setosa
+76,6.355634338841582,3.1351326787967886,4.789520466725297,1.5811207634464717,Iris-virginica
+77,5.549931072070463,3.7359895720858374,1.703134644719863,0.5222966148640897,Iris-setosa
+78,6.988961281457567,2.7003569840061252,5.432780365259884,1.7985273698808422,Iris-virginica
+79,4.854356577220575,3.404585011114075,1.3418969337194786,0.12794495366353997,Iris-setosa
+80,4.515856805027508,3.2794359974525866,1.4145334825007028,0.10117197633402447,Iris-setosa
+81,5.31406482727937,3.3593789724505,1.4792954447270232,1.674271592976884,Iris-setosa
+82,5.395983807520963,3.091011300769564,1.1565436649356762,0.3026907486565626,Iris-setosa
+83,5.120497650580655,2.7934949333096815,1.3588544012047064,0.079198760901186,Iris-setosa
+84,6.695529491598313,3.070559558248492,5.170203039864799,1.8913766015039646,Iris-versicolor
+85,5.430805263783178,3.3439258027840753,4.792939138339623,1.205297227625797,Iris-versicolor
+86,6.985156412185377,2.7835959626897284,5.364202270687379,1.960585537717634,Iris-virginica
+87,4.734071078500636,3.376452440801272,1.5122104760296244,0.28003954212560633,Iris-setosa
+88,6.242483927147141,3.1533756037777088,4.587208650747118,1.4835842627788345,Iris-versicolor
+89,4.928794346605465,3.4908858488800782,1.558288732776037,0.43431060617190853,Iris-setosa
+90,4.7439278107678495,3.0101227241644497,1.5682417346603383,0.36080477462153493,Iris-setosa
+91,6.649185486337972,2.7020122737032426,5.015281308156654,1.8357900610469586,Iris-virginica
+92,7.939068422204699,3.190194843227978,6.477364700329451,2.3112076373645745,Iris-virginica
+93,4.382908510482193,2.9969349625750503,1.3585076348575642,0.18606681353979931,Iris-setosa
+94,6.7165562199258675,2.9670550399899045,5.828854166661909,1.9538551357192766,Iris-virginica
+95,6.085101939001932,2.9107232498644455,4.3411968564549515,1.5840303516387664,Iris-virginica
+96,5.4769789016278905,2.8744797708168,4.277993778370589,1.7040839781735455,Iris-versicolor
+97,6.139468552621495,2.6370375841551845,5.094801420944579,1.813781027290809,Iris-virginica
+98,5.990773902471433,2.8311233720833484,4.701907544811255,1.191656930679104,Iris-versicolor
+99,5.604322566902867,3.2823726793420596,1.3991304385403394,1.2248634721365146,Iris-setosa
+100,4.929556008754812,3.07105547874033,1.3921925391310452,0.14896318615973614,Iris-setosa
+101,6.733393324942544,2.9861546285659606,5.2696733764450725,1.6828549981800494,Iris-virginica
+102,6.013554567226022,3.372830108356039,1.77120261795208,0.5497846237403277,Iris-setosa
+103,5.74592082743653,2.786421806955309,4.168160946299878,1.1047272050097852,Iris-versicolor
+104,7.0356439326559,3.1450143971883584,5.330224980311304,1.6608397113217443,Iris-virginica
+105,6.591072803849386,3.0537970514869675,4.789522839227855,1.8122796505491223,Iris-virginica
+106,6.119609720881139,3.144232487191077,4.874744915286495,1.7386314889667072,Iris-virginica
+107,6.546538031505373,2.7807293720556006,5.873753834797076,2.1227841001488392,Iris-virginica
+108,5.922049786958255,2.9691930327600367,4.35360947519389,1.322225107103799,Iris-versicolor
+109,5.110669569750439,2.7386641500698063,3.9706913416935388,1.2025308641882688,Iris-versicolor
+110,5.478482905838428,2.7838969381543763,3.4634601480764333,1.2192835173338858,Iris-versicolor
+111,6.276718063969004,3.2464370120060715,4.73328275660544,1.5354010527630175,Iris-versicolor
+112,6.852292314752737,2.5581676938085063,5.621923987773818,1.7119608014827203,Iris-virginica
+113,4.9540530121274235,3.628666324351459,1.3402998305369722,0.1699109559464635,Iris-setosa
+114,5.11379621419661,3.474933740981144,1.447328649782349,0.3887748802352706,Iris-setosa
+115,7.2534287773197885,2.92759242156682,5.880336389965666,1.6052372683545395,Iris-virginica
+116,6.531713494477613,2.969634589108571,4.526809694915722,1.4054415387609533,Iris-versicolor
+117,4.516515563119957,2.940178438789818,1.3524660921892362,0.10329001016486875,Iris-setosa
+118,5.600124726072216,2.883618218723303,4.867797864057078,1.7582896137359705,Iris-virginica
+119,6.820149227708143,2.8972103613850897,5.212366351597661,1.6976647147392103,Iris-virginica

iris/tvae/2/17/test.csv

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

iris/tvae/2/17/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
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+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/2/17/val.csv

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

iris/tvae/2/18/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.645308579483368,2.450090485753924,4.129133617769551,0.8296809076810578,Iris-versicolor
+1,6.309761746119212,2.9914123188039836,4.653169488404249,1.8232565501028344,Iris-virginica
+2,4.996655000135736,3.6331988443042813,1.7049198859088581,0.2969396545318781,Iris-setosa
+3,5.3181947547877515,2.435378223436642,3.7093338479308677,1.0080164163485748,Iris-versicolor
+4,6.399455913685241,3.311531638540917,5.4057446147140515,1.854244010193604,Iris-virginica
+5,6.384328486602822,3.1528301691835026,5.074254982693176,2.244264184438398,Iris-virginica
+6,5.398647835757428,3.7109569482556584,1.3770026007702312,0.2674869331705011,Iris-setosa
+7,6.304306012165627,3.032748217599571,4.4506487184611965,1.5626269602379652,Iris-versicolor
+8,4.600629393270575,3.1732887566037444,1.4352567625320203,0.20382238881020048,Iris-setosa
+9,5.275793012979853,2.2216962015808233,4.3445447800106685,1.4288432007201672,Iris-versicolor
+10,6.182519159090042,3.2421035456831135,5.128496899317235,1.9049928831756227,Iris-virginica
+11,6.443541630967308,3.0839178460309573,5.031246732019645,2.180231646874405,Iris-virginica
+12,6.083334519316135,2.7317594212329923,4.005164654318092,1.2173514853799368,Iris-versicolor
+13,6.092176240224327,2.872351353196122,4.260432325392693,1.4779988373966884,Iris-versicolor
+14,5.473549369285795,2.7746185847819884,3.708221799982034,1.1438426091902256,Iris-versicolor
+15,6.3192021797362345,3.364660060977312,5.2070372392144195,2.1739778236502065,Iris-virginica
+16,5.212318459379918,3.0429338729622213,0.9688802161822404,0.06753570508579024,Iris-setosa
+17,7.1208014276789005,3.0755768520377567,6.184258550164046,1.9249252767284182,Iris-virginica
+18,5.668878014350294,3.0559035449965806,1.6378818678334341,0.17939450427330586,Iris-setosa
+19,6.056655849412116,3.170064090108669,5.0046018260701635,1.8087509982930041,Iris-virginica
+20,7.15953853370058,3.143228150525717,5.439033881497346,1.7991584144836117,Iris-virginica
+21,5.884224700971856,2.5900994547083287,4.902314134985281,1.93016559996301,Iris-virginica
+22,5.3524091454157965,2.766595683595951,4.387306538024614,1.0938335741994452,Iris-versicolor
+23,5.065310211430375,3.003444719812976,1.3747630773302753,1.1986410481049576,Iris-setosa
+24,6.282437431008761,2.923068237401911,4.74125145023553,1.7056680970370615,Iris-virginica
+25,4.468842660561282,2.9063383198008963,1.2709572282666073,0.142749163233251,Iris-setosa
+26,6.244388559094858,2.943371751664261,5.153942231170409,1.2804050658856156,Iris-versicolor
+27,4.660566344561357,2.6978937429527017,1.6116169745128641,0.2970328375989422,Iris-setosa
+28,6.629751392966009,2.809534595542759,4.388851581212137,1.2960109960179742,Iris-versicolor
+29,4.905386842359863,2.9435918425268612,1.448604252406421,0.21534577054462936,Iris-setosa
+30,6.6925623252432,2.916266504068004,4.2605276010731234,1.2290554354829686,Iris-versicolor
+31,6.296375469049181,2.9384414503726104,4.895571208347166,2.070463744439874,Iris-virginica
+32,5.408586842095615,2.9382903794308852,4.318756177840426,1.6935469103335676,Iris-versicolor
+33,4.649122919367481,2.76491753673386,1.0758915239601892,0.2349727413328106,Iris-setosa
+34,5.023839514514226,3.615439601446949,1.644877151897542,0.2290138497625578,Iris-setosa
+35,5.737246169365232,2.7849882131172046,4.193617303892359,1.4395101673994493,Iris-versicolor
+36,6.690861183730597,2.8817963512055838,4.7456865542120505,1.440044020760965,Iris-virginica
+37,5.2478244529856335,3.0109470538418743,1.501318375066574,-0.012320121514082183,Iris-setosa
+38,4.669679002326262,3.16979327287607,1.2511324630392116,0.052213802963108735,Iris-setosa
+39,4.79234022673909,3.322391053869811,1.1865890165646977,0.26562308657948985,Iris-setosa
+40,6.2657390308787715,3.930337187602187,1.4825304261929433,0.30856180446888115,Iris-setosa
+41,7.629583508635806,3.0345723522703074,6.29896154099422,2.095019527045418,Iris-virginica
+42,4.921028134588413,2.726461565659368,3.04145051468056,1.3373148253986589,Iris-versicolor
+43,6.312120864368752,3.0010960953538905,5.3326660234096614,2.149761152197898,Iris-virginica
+44,6.015290578806353,2.355277456303445,3.487694468904613,0.9805617062871952,Iris-versicolor
+45,6.959684817025059,3.1670229090602002,5.129782110177808,1.7000374300553978,Iris-virginica
+46,5.744618077767788,2.9282162121048065,4.558278119203019,1.4622463918602187,Iris-versicolor
+47,6.0213539788473875,2.858746828753948,4.550463236601433,1.1528965422394617,Iris-versicolor
+48,4.732311426446785,3.207116632464703,1.2472108784199616,0.16895944970740515,Iris-setosa
+49,6.416587468226954,3.2619841162948044,5.302083296573786,2.1115366462120257,Iris-virginica
+50,4.890411625074881,3.474199070038831,1.499454212797889,0.21004354299244918,Iris-setosa
+51,4.9935065524305715,3.263643917559221,1.4551582707270896,0.39670919490950113,Iris-setosa
+52,5.386846845417052,2.832580193107465,1.4108639898557056,0.1350116423356739,Iris-setosa
+53,5.313941780002163,3.480910953767703,1.5658684258387392,0.31799535174308247,Iris-setosa
+54,5.849850406221013,2.904173180331457,4.4632322165579374,1.5120156273525545,Iris-versicolor
+55,5.0293328339887085,2.203799794629247,3.6524256064830096,1.049017502213451,Iris-versicolor
+56,5.410182251183521,2.891045023829764,3.2019106768273753,1.0127385285316741,Iris-versicolor
+57,5.324880212709258,3.448513435948396,1.7319917170713268,0.428102803461086,Iris-setosa
+58,5.695614635407457,2.626697180026954,4.470961785348185,1.4119307712725073,Iris-versicolor
+59,5.8687647388277036,3.179201053797102,4.616008748252642,1.9957420704750268,Iris-virginica
+60,5.621828995513006,2.994294362583898,1.2416068951101067,0.24862591869895392,Iris-setosa
+61,5.005470626317912,3.213828844375466,1.0561667151689755,0.9314754314552296,Iris-setosa
+62,5.949383187164255,2.972682571846857,5.101536758077177,2.007588600324778,Iris-virginica
+63,6.870111403577352,2.895750782026069,5.375656567049841,1.7009388095335383,Iris-virginica
+64,5.728425819445567,2.8441405129171136,4.837579954638755,1.7748710051612553,Iris-virginica
+65,5.771964285291527,3.228447639228568,4.643645172189707,2.1891622250691496,Iris-virginica
+66,6.164847792145128,3.4981935608841743,5.579485544307996,2.5139425234132444,Iris-virginica
+67,5.004900251377308,2.678697136708843,3.2721235820659373,1.37499541142759,Iris-versicolor
+68,5.91131633765227,2.6804211014815085,4.595668619819333,1.6085841571942243,Iris-virginica
+69,5.747935236766373,3.0111300475530793,4.348042630343038,1.3130281080730195,Iris-versicolor
+70,6.583904662991215,3.169883820746719,5.6275019028065625,2.0383504168955326,Iris-virginica
+71,6.292438238533585,2.68568028802692,5.249464884833709,1.5163187993755496,Iris-virginica
+72,5.564904799616851,2.8286144484914346,4.79549279141593,1.6647796541022188,Iris-virginica
+73,5.473335829227897,2.958941025924055,3.9987047141197745,1.0155205816320199,Iris-versicolor
+74,5.712868834853759,3.367136480380337,1.61213424085782,0.404809726544101,Iris-setosa
+75,5.6592005700858525,2.9989764450396867,3.956113407531452,1.302712640456886,Iris-versicolor
+76,6.082908353461713,3.9052985180051314,1.4035086173150129,0.31261691671735975,Iris-setosa
+77,5.84433019714855,3.1857729333784475,4.9279785937970795,2.0125555592565503,Iris-virginica
+78,6.550056317885951,2.5188304413470073,3.9837960762312914,1.3471012142546335,Iris-versicolor
+79,6.478847966256684,2.6204270791933553,5.132430165831048,1.5706739232813358,Iris-virginica
+80,5.167464597952963,2.7870249648662817,3.0053600713258852,1.2964585217004918,Iris-versicolor
+81,5.7705493215623935,3.1299448030150714,4.520510609741089,1.4203770839152552,Iris-versicolor
+82,4.598268576013897,2.8260660558721837,1.3951992684104118,0.04406620411886869,Iris-setosa
+83,5.614851201166644,3.817777038427194,1.0641228745471647,0.1436272397370119,Iris-setosa
+84,6.58988704032994,2.757810195644901,4.877421769918561,1.3419695690543993,Iris-versicolor
+85,6.530431939193404,3.7321356078205077,5.3060570346601805,2.285440945306073,Iris-virginica
+86,5.324169829445639,3.0844039200915954,5.097548672084329,1.5564622405620052,Iris-versicolor
+87,5.919418276194523,2.630956589561765,4.491451613866523,1.6131004379878395,Iris-versicolor
+88,5.833496328023907,3.3479387311013076,1.2336655800130627,0.09424494976509676,Iris-setosa
+89,4.7796766729610844,3.357720032587648,1.3316363118473928,0.24541131167176714,Iris-setosa
+90,5.291888182186,2.966022444402018,1.5432296009420474,0.24230812522273112,Iris-setosa
+91,5.175108414990891,3.444222583760387,1.54796519598272,0.2760851989835011,Iris-setosa
+92,5.904917660406939,2.748924138103353,3.940441414897868,1.4203652893301937,Iris-versicolor
+93,4.677750729641843,2.95726180206373,1.488831067641278,0.38696795479952417,Iris-setosa
+94,5.450017604568281,3.7147120534290714,1.370378739483853,0.21054014636832485,Iris-setosa
+95,6.022199565702052,2.783118922864822,4.2911946163234616,1.1481059993588385,Iris-versicolor
+96,6.2132360176402965,3.164111466875417,4.253616012715828,1.7412267530330612,Iris-virginica
+97,5.109751986458067,2.548077118856049,3.251798186071216,0.747848784830014,Iris-versicolor
+98,6.413291501706716,2.9565946180143925,5.611443604182501,2.436915023665863,Iris-virginica
+99,5.88180861055296,2.6625145097820027,3.833023155357907,1.3823840522150355,Iris-versicolor
+100,5.527643471018685,3.304620122998808,5.743219981771799,1.613679166987092,Iris-setosa
+101,4.835025309567248,2.836833766557753,1.3307501250341558,0.3361260074519934,Iris-setosa
+102,5.692214683717878,3.1775727852352462,1.6168382962575976,0.1795914500431397,Iris-setosa
+103,6.02479914996282,2.7391577406311125,4.506412733474212,1.4098055795574824,Iris-versicolor
+104,5.078185030272645,3.7146046439133196,1.5259982977565971,0.21787698080625073,Iris-setosa
+105,6.531300208755637,3.2635592446392607,5.7835625067227205,2.261750298861068,Iris-virginica
+106,6.333122486645615,3.3365387043613377,5.466195630587496,2.158024515148836,Iris-virginica
+107,6.541400867323586,3.16641927643815,5.7811625939160685,2.4773900270806983,Iris-virginica
+108,6.046151802886696,3.661433309301537,1.3362417203683437,0.2182676404115233,Iris-setosa
+109,5.335119944993282,2.906030063942359,4.171437427972614,1.1679914736171972,Iris-versicolor
+110,5.143208880887245,3.3094035458109143,1.5594050837627424,0.21891449684876124,Iris-setosa
+111,4.794766700676874,2.992651351092814,1.6706522314176362,0.14037200979587877,Iris-setosa
+112,5.131251361372225,3.1473415447678357,4.257772227754253,1.3366487176071393,Iris-versicolor
+113,5.101289099898073,3.536725905058451,1.5585429151908081,0.405511328228613,Iris-setosa
+114,5.311830966673978,3.901341533864794,1.3500756905156217,0.2998496352107499,Iris-setosa
+115,5.370547450476639,3.164586063517952,1.5789183033882703,0.11414935888881697,Iris-setosa
+116,6.7882145350454905,2.884219485756352,5.3108276451512655,1.7990931218768762,Iris-virginica
+117,5.885476703439138,2.5812858250896817,3.979858647169314,1.117362150997518,Iris-versicolor
+118,5.544609875967485,2.8460036086608436,4.255718588069563,0.9188572340934699,Iris-versicolor
+119,5.255839413479332,2.7761447385137252,4.599049616741086,0.6888392882503771,Iris-versicolor

iris/tvae/2/18/test.csv

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

iris/tvae/2/18/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
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+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/2/18/val.csv

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

iris/tvae/2/19/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.849304970738622,2.6313333264173395,4.785028439194989,1.6278730322649095,Iris-virginica
+1,6.131888309597113,3.164913214864447,4.887964425586411,1.4820385797056415,Iris-versicolor
+2,6.679032232088341,2.6427049976295667,5.8038109039317165,1.4976864408974655,Iris-virginica
+3,5.3235544168373545,2.624097805676041,4.224386415538599,1.2741132835272915,Iris-versicolor
+4,5.45126746113971,3.064348443140623,4.37504855496966,1.5125515775825995,Iris-versicolor
+5,5.02905565825305,3.0325923267846786,1.5858510548958027,0.24130652918696396,Iris-setosa
+6,6.160437434407633,2.855975567837602,4.806489859550438,2.0284286387588555,Iris-virginica
+7,5.835123836971582,2.8689513857807567,5.167149282096615,2.0055119551938922,Iris-virginica
+8,7.021829662077254,3.0831925158690887,5.651938735462403,1.7963909560710598,Iris-virginica
+9,5.721934809387441,3.0697129722333676,4.822025327545301,2.165694214802672,Iris-virginica
+10,6.495906718675037,3.161442213973315,5.897303498357646,2.216466177420658,Iris-virginica
+11,5.064898507207755,2.766774205961888,2.974234956587094,0.9466249211269833,Iris-versicolor
+12,6.360271599044276,2.983928539719568,4.916333726767402,1.8043105203365373,Iris-virginica
+13,4.814098476396874,3.068015462140452,1.5173575010958618,0.320052852539045,Iris-setosa
+14,5.844197980264962,2.8799305460459954,4.15379905601618,1.0654365411602402,Iris-versicolor
+15,6.984469872078621,2.8965187128959142,5.925268642197046,1.770040255802399,Iris-virginica
+16,5.740761230431652,2.970897507378725,4.286069097862331,1.1493176333435435,Iris-versicolor
+17,4.786336042283664,3.2894113771749365,1.6722214441582008,0.2587245791444791,Iris-setosa
+18,5.0369955485611175,3.205105192129903,1.5357171199441242,0.2382165399330023,Iris-setosa
+19,6.013770194866538,2.984738273407003,4.6776941685192215,1.8804233781687623,Iris-versicolor
+20,6.476494988919958,3.075299640616117,5.450071687832213,2.2803313198185506,Iris-virginica
+21,5.541288721915757,3.010930199496466,1.6121544714065357,0.3665292312540825,Iris-setosa
+22,6.4190179341475835,4.06933906075195,1.3015444695702896,0.10764365848740831,Iris-setosa
+23,6.241232189438372,2.62597638546164,4.885525571054826,1.4380544878052879,Iris-versicolor
+24,5.731237026062982,3.702964248435213,1.6906069338547314,0.3245280466663468,Iris-setosa
+25,6.044856827230867,2.886698874804721,5.148523663222133,1.8712297612102191,Iris-virginica
+26,7.5673980673018875,3.574565878566421,6.1712398135544415,2.0019720454782677,Iris-virginica
+27,5.546736965488122,2.7726014734150057,4.790852151443364,1.1732355282219382,Iris-versicolor
+28,6.538603853254601,2.760760811075197,5.018818222731795,1.6661834077257234,Iris-virginica
+29,5.102666913306307,3.4149350033458132,1.0622428129560915,0.36617856935249304,Iris-setosa
+30,4.7124136243247685,2.8549237159295315,1.2813182419943554,0.23414250416175447,Iris-setosa
+31,5.752119688195658,3.940681299785154,1.0633062822341057,0.15336569356852436,Iris-setosa
+32,4.449784868284878,3.130480087061639,1.2970559779824506,0.1351691291938727,Iris-setosa
+33,6.308244485015928,3.0547133520170022,4.88080410590871,2.113336064699001,Iris-virginica
+34,6.395396584910761,2.844304933066983,5.516455879409992,2.281543249426569,Iris-virginica
+35,5.927786002815447,2.7177241817627618,4.228003789144344,1.1775215301178257,Iris-versicolor
+36,5.8275158345298745,3.1022183545950472,4.898889154871948,1.680931761407986,Iris-versicolor
+37,5.1982246289460585,3.0326065985769883,1.5379373126110547,0.13017403402458613,Iris-setosa
+38,6.169709787593907,2.937744720402617,4.693315688504369,1.5829850462639758,Iris-versicolor
+39,4.8033049241885175,2.763402327698561,1.529577103640273,0.33938336599109153,Iris-setosa
+40,6.278554711679959,2.6026908149091508,4.445383750665727,1.4742824442394402,Iris-versicolor
+41,6.527959239049234,2.8267984346477832,5.107731612701225,1.7337736233645957,Iris-virginica
+42,5.654367006016854,2.7301476495938926,4.68521010862518,1.1899310612637977,Iris-versicolor
+43,6.1294704479363595,2.8848602944101254,4.661205618721039,1.8774367415243765,Iris-virginica
+44,5.393696542151466,3.5806240533165536,1.6057436726971164,0.46144737186765367,Iris-setosa
+45,6.3706458595574595,3.3515977185877626,4.810843873880302,1.040004678286853,Iris-versicolor
+46,6.3661855594025845,2.9365708174889367,5.20536553011376,1.3533812314443296,Iris-versicolor
+47,6.053054171686368,3.5018627384265626,1.710001697444635,0.47143311140696725,Iris-setosa
+48,6.2616840106599385,2.870384005165231,5.650670583468951,2.1592745271674216,Iris-virginica
+49,5.506747692757154,3.120103145997293,4.594173203148474,1.402754780187672,Iris-versicolor
+50,5.321759091724695,2.3494565313960383,4.150624669908035,1.1410854375716362,Iris-versicolor
+51,6.901554572303217,2.8939797918565757,5.794266246483758,2.1825463370640477,Iris-virginica
+52,5.226734279356541,3.4517172260464326,1.522902650684227,0.3731724318872297,Iris-setosa
+53,5.567772518577428,2.9112960097711964,4.609504315768499,1.395456209576857,Iris-versicolor
+54,5.797657757685492,3.5143974893524628,5.221795216148262,2.109988536594443,Iris-virginica
+55,5.555985382621194,3.43831269025752,1.5832430909866615,0.23426079246975123,Iris-setosa
+56,5.175787590530093,3.4799718933722184,1.2257288186599027,0.08446258935224463,Iris-setosa
+57,4.787006899123101,2.829575822201409,1.3833487948343595,0.22761144469226974,Iris-setosa
+58,5.976350023652885,3.174065539728962,4.8894771494952725,1.9153615662928964,Iris-virginica
+59,6.165194736584339,2.7136776069963564,4.202301852646501,1.4622045827194197,Iris-versicolor
+60,7.080549229951849,2.8314108470464188,6.0788331927537795,1.9621272523821598,Iris-virginica
+61,6.082624116121658,3.050168173314216,5.110642601326946,2.0036948299715043,Iris-virginica
+62,6.167117841599138,3.1972103777895824,5.238417353179733,1.8080398396787303,Iris-virginica
+63,7.0462969480965665,3.2105576122849673,5.537196463985872,2.2155869907490193,Iris-virginica
+64,5.202347789008802,2.8914141503046027,1.3335921388806722,0.18848894648950676,Iris-setosa
+65,6.931524510547627,2.8623681784722073,5.23906907101984,1.730082865872856,Iris-virginica
+66,6.44734549160881,2.7897983245609113,4.688443680225574,1.3242384267031588,Iris-versicolor
+67,5.103206343356716,3.3483091035353354,1.4157504855452157,0.13208868763502857,Iris-setosa
+68,5.537064870663785,2.9368242712521835,4.798620763106796,1.5441036275543714,Iris-versicolor
+69,4.835731171112993,3.182545985636188,1.400501447317186,0.1323535204291082,Iris-setosa
+70,5.208022660954456,2.9439953271764234,4.632833902239994,1.1268748064443068,Iris-versicolor
+71,6.131829008147093,2.8562788478495698,5.059548583608947,1.8681201430257133,Iris-virginica
+72,5.054291776935143,3.4798500763369677,1.2977806489606758,0.14435841620704354,Iris-setosa
+73,6.52129607122749,3.081501821232419,4.427703481381981,1.4757642729718892,Iris-versicolor
+74,6.508247148447184,3.033856025731539,5.1424235880690885,1.6936180025311385,Iris-versicolor
+75,5.772320135416711,2.9969298476264705,4.5106940801755595,1.571030826211664,Iris-versicolor
+76,5.0994180616999785,3.2171472840962037,1.1431977748477968,0.16747122800683786,Iris-setosa
+77,4.581110527396016,2.7757307231211534,1.1782976656837914,0.154569421965516,Iris-setosa
+78,4.920405667076683,2.7818267772312164,5.198919255216902,1.8061886607699975,Iris-virginica
+79,5.011363059734819,3.453332844368491,1.62476770376889,0.3012112748105325,Iris-setosa
+80,4.746022522700346,2.9759922301973734,1.6964603121733655,0.20647549498016088,Iris-setosa
+81,6.73640736022207,2.9854133625278108,4.891258517338418,1.4990527478418418,Iris-versicolor
+82,6.5632683976104085,2.8075169945237324,5.272390457538432,1.6119322795556923,Iris-virginica
+83,6.211013623540055,3.3181749244222827,5.816994623244283,2.2993545356347735,Iris-virginica
+84,6.011318915577861,3.08379593718579,4.2731952978947705,1.4123901720000276,Iris-versicolor
+85,4.943319391293204,2.5954288684265223,3.5713148875147245,1.173998117387072,Iris-versicolor
+86,5.623823261508821,3.3149312115363023,1.6956393017994527,0.4458966468772509,Iris-setosa
+87,5.299107259272835,3.130413938080248,4.782797403098605,1.7240329422547134,Iris-versicolor
+88,4.922960894117784,3.2288354467961904,1.604354169494217,0.1709080397367733,Iris-setosa
+89,4.9569809242557,3.6612854073865857,1.5971017354906774,0.4475897750408341,Iris-setosa
+90,6.320852524727416,2.760149027680377,4.633825855889557,1.1783911284018598,Iris-versicolor
+91,5.038354782724192,3.2880043532533887,1.367830286895331,0.23229933296696148,Iris-setosa
+92,4.812140095867396,3.409285389492737,1.4203055044752326,0.10114255245425904,Iris-setosa
+93,7.07147189188815,2.8627416782286503,5.2098880009748605,1.627120943229451,Iris-virginica
+94,6.7432169814043865,2.8936272493008843,5.108242690167467,1.4965536373670758,Iris-virginica
+95,6.332390152467499,3.289337850708883,4.694128091788057,1.7023166331436448,Iris-virginica
+96,4.904860291792147,3.254752742378492,1.669478456283294,0.18704500846124478,Iris-setosa
+97,5.472767830949702,3.8557504421583415,1.578478432260481,0.2616624919305894,Iris-setosa
+98,6.803283857006944,3.4827761765382435,5.232005659166878,2.3435587662368085,Iris-virginica
+99,5.980486772811132,2.6560034349917356,4.684005990230063,1.7661868403195922,Iris-virginica
+100,6.3542688070999835,3.867573911385758,5.53453256901017,2.3982077040713112,Iris-virginica
+101,6.279914881907852,3.031046835303802,4.657451819879762,1.4782838964409113,Iris-versicolor
+102,5.1677703448289,3.3723338377045873,1.476615721355426,0.3203939231182805,Iris-setosa
+103,5.930802411212621,2.9190118102042812,5.076080016221302,2.0012600011836525,Iris-virginica
+104,5.237666799295221,3.326767154190516,5.051899647652041,2.001210816440741,Iris-virginica
+105,6.157518379699626,2.8785721285541452,4.983166873047652,1.715857645315382,Iris-virginica
+106,6.706028780610284,3.160983566036948,5.378573387087515,1.964253773865607,Iris-virginica
+107,4.783613653759348,2.8540196669900095,1.4925096073096742,0.1708277757384618,Iris-setosa
+108,6.487591269597058,2.9870970283812976,5.276632060325763,1.9426031361490335,Iris-virginica
+109,6.26872881299587,3.3623690365013186,5.582292126464662,2.01415901716976,Iris-virginica
+110,5.18105833988045,3.284890357327193,1.5563955542283394,0.18831676983558351,Iris-setosa
+111,4.990648704570438,2.931771098822978,5.142980165542028,0.37184444378738546,Iris-virginica
+112,5.34956394312054,2.631614048305673,4.334271676621059,1.513703643675,Iris-versicolor
+113,6.953266042641465,3.328472168993079,4.784165286807735,1.1478335745313575,Iris-versicolor
+114,6.176193012231083,2.4909116963480593,4.9102494595201485,1.5188871813683331,Iris-versicolor
+115,4.554449528482609,2.8160869548465928,1.2734396416289036,0.27329232245401663,Iris-setosa
+116,6.428975022306246,2.8768402084913567,4.646104067231218,1.8513727227535306,Iris-virginica
+117,5.533981999836037,3.0608345926732246,1.221985940424772,0.23345720608851603,Iris-setosa
+118,5.681626456058302,2.70602482654663,4.425112449048054,1.255447256003339,Iris-versicolor
+119,6.237501703061467,2.850869606373348,4.248868039852591,1.2187788680578675,Iris-versicolor

iris/tvae/2/19/test.csv

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

iris/tvae/2/19/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
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+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/2/19/val.csv

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

iris/tvae/2/2/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.894266047507061,2.73328022065999,4.504591177097594,1.930110386672838,Iris-virginica
+1,6.386746889779757,3.147926671619167,4.8836646666389285,1.9421502394799064,Iris-virginica
+2,5.15896498701682,3.0366065570994527,1.5306341413665216,0.27327783011164736,Iris-setosa
+3,6.1382692398324705,2.9167633543899396,4.729494372760842,1.6703434221753815,Iris-virginica
+4,4.7227181803250735,3.273126641645479,1.479468220275423,0.15151606150139824,Iris-setosa
+5,5.0145413929702345,3.7119438551490815,1.551293940888572,0.22630715547519606,Iris-setosa
+6,5.370297924764904,3.156977313117475,1.3710722543186735,0.22089236110109112,Iris-setosa
+7,5.132331800367552,2.2261233381001286,3.751514726622105,1.314220830327427,Iris-versicolor
+8,5.534144213714648,2.9861302182298957,4.469547427188743,1.3491869839308699,Iris-versicolor
+9,5.828316313426007,2.7426495465838943,4.871954258684261,1.7176954213974087,Iris-virginica
+10,6.517211315384209,3.1441017988633955,5.401044700197707,2.355768388206611,Iris-virginica
+11,7.36040551348439,3.3940122567777378,5.773191262403928,2.3498341927661555,Iris-virginica
+12,6.978318914797713,2.9068451645395026,5.752360864229648,2.3158076145597444,Iris-virginica
+13,5.97316016969217,3.239360230673235,5.199539535381216,2.095823893841767,Iris-virginica
+14,6.128904529393444,2.899425853156088,4.267833783654739,1.7599941248873987,Iris-versicolor
+15,4.234380554676477,3.1069896403885866,1.2329089727900626,0.15325248592072074,Iris-setosa
+16,6.018876337853685,2.5769059494193085,4.542811925896412,1.3538887440195646,Iris-versicolor
+17,6.508556565142392,3.3190381181455253,5.04261462527986,1.9505440389780122,Iris-virginica
+18,6.229336882774347,2.914936656968746,4.921536337771447,1.5113915271166598,Iris-versicolor
+19,4.9370438983911615,3.135214890833502,1.631744508400889,0.3214492350803341,Iris-setosa
+20,6.775421794123254,2.7741325047710275,5.872307923566025,2.1460928091272162,Iris-virginica
+21,5.171677744357269,3.6135403875242913,1.775171361850679,0.4532367193861353,Iris-setosa
+22,6.001572587170516,2.721665455936318,4.660468094334741,1.8834568343871603,Iris-virginica
+23,4.822612504028055,2.682025597648364,1.3957023150626606,0.33899050934718733,Iris-setosa
+24,5.220651213688375,3.3967653794910198,3.7864895126101636,1.0710468303775995,Iris-versicolor
+25,4.944934723984704,3.353011376620481,1.3835405657147544,0.2963806061368621,Iris-setosa
+26,5.1955181833659685,2.935688632272907,4.395637555183447,1.5223535862632156,Iris-versicolor
+27,4.3997227450679,3.212653779245791,1.3121569011347765,-0.03363777751122771,Iris-setosa
+28,4.356626588286935,3.1449843840852707,1.3662016203561806,0.08940347167386872,Iris-setosa
+29,5.27981983983324,3.0051690555329453,4.002592124606507,1.054183051425666,Iris-versicolor
+30,5.480366236386223,3.053993562114368,4.247274308850468,1.7451272765122061,Iris-versicolor
+31,7.182869639670583,2.9923575709484576,5.5831647833310285,2.1758011420813093,Iris-virginica
+32,6.433102494699418,2.7769457031919824,5.685447969529691,1.9166713989882393,Iris-virginica
+33,6.438352673608825,2.496865667869901,4.884748920784891,1.9871649095426314,Iris-virginica
+34,6.361424421096952,3.0410606876448547,4.259751469663922,1.5569951582951387,Iris-versicolor
+35,5.437151233487413,2.9754162757035525,4.028035071989301,1.3973530808158898,Iris-versicolor
+36,6.0069497832105885,2.894438131038522,4.376322529596229,1.1939074163581251,Iris-versicolor
+37,6.186780920108425,2.922445702168547,4.990201460862873,1.4629879212844417,Iris-versicolor
+38,5.533177714850571,4.031730721260443,1.3182365781591956,0.18188582291877128,Iris-setosa
+39,6.810613918456829,2.8757565907244156,5.484389194258329,2.063176257574009,Iris-virginica
+40,5.555344325960837,2.3510804058320303,4.0491967406525085,0.8684751491468705,Iris-versicolor
+41,5.669142780811115,2.973326061293169,3.7689401829901406,1.5007834435665237,Iris-versicolor
+42,5.448800922773106,2.6655692620034124,3.714175612333455,1.312159807414664,Iris-versicolor
+43,5.395073496249866,3.2359187084169494,1.3913203695585925,0.1883649052431798,Iris-setosa
+44,4.749268748873545,3.107754859743872,1.4492040683359848,0.23857715646921468,Iris-setosa
+45,5.714710255514496,3.0526907533174357,4.594659408927466,1.2971596192823072,Iris-versicolor
+46,6.244702500137974,4.266139708272952,0.9528062565443474,0.14153323115515762,Iris-setosa
+47,6.048494728467208,4.02566752923611,1.1090075435840872,0.14063685377237045,Iris-setosa
+48,6.700111893042572,3.648303885216155,5.21568978545174,1.8517144817489324,Iris-virginica
+49,6.424023310423176,3.101313144907421,4.7188591670348705,1.359099019501937,Iris-versicolor
+50,6.750276478091143,3.7791770229909636,5.571073894820837,2.3205343137888756,Iris-virginica
+51,4.8633387293062125,2.8323127374284782,1.2252664911317006,0.09107440054022592,Iris-setosa
+52,6.4915036515798,2.8670704806223113,5.72916610053873,1.6735130955995474,Iris-virginica
+53,5.648418700783914,3.1047432605689487,4.13432216315257,1.2535042693351988,Iris-versicolor
+54,6.138350991943663,2.8345531163887054,4.609089108827251,1.7381803745246618,Iris-versicolor
+55,5.379367296668193,2.904692086757094,1.4880704645110616,0.1304966391321552,Iris-setosa
+56,5.283969253711735,2.859611457880719,4.062415734947412,1.3433727920487222,Iris-versicolor
+57,6.671400190108979,3.3421306572418557,5.331383133593953,2.243749942083749,Iris-virginica
+58,5.5580948271081265,3.570858719425838,1.5396337754622842,0.30949785597865964,Iris-setosa
+59,5.005359202893608,3.635220962940277,1.4744348766353546,0.3008043509942118,Iris-setosa
+60,6.055012049483356,3.0826645440033116,5.102907783372396,1.7775317712257652,Iris-virginica
+61,5.950680622243668,2.7193431037364477,4.30715852076032,1.1044634597489433,Iris-versicolor
+62,5.729265540594117,2.8271039688235375,4.4023233657031895,1.366671667176564,Iris-versicolor
+63,5.983409156833099,2.887277106968051,4.422390837398383,1.4462394973963733,Iris-versicolor
+64,6.189502282947096,2.878428329523557,4.700902087097993,1.4995438695666754,Iris-versicolor
+65,7.05084535231671,2.906272663984113,5.931494212873661,1.6080780232983165,Iris-virginica
+66,4.841169712684986,2.8755904600051734,1.4022989866965205,0.22927561957494846,Iris-setosa
+67,4.9121045354002755,3.180025333609556,1.5458013708947858,0.31249138784858543,Iris-setosa
+68,4.579934209930655,3.238470446143258,1.4935267649528083,0.14285991368387718,Iris-setosa
+69,6.880525720374005,2.9294754569564923,4.877592080028574,1.6237426142625484,Iris-versicolor
+70,4.893316029359829,3.269775803890483,1.6166593277036765,0.4094163178946133,Iris-setosa
+71,6.680550097105552,2.9639575125085704,5.08220508818279,1.760969279614315,Iris-virginica
+72,6.366859819513579,2.8430551098433225,5.043533101997173,2.057046416907102,Iris-virginica
+73,5.086079729221999,2.468487979521715,3.4507072936597876,1.1627568812984146,Iris-versicolor
+74,5.2759856287431885,3.304950145006985,1.1632470635594274,0.16743289965438862,Iris-setosa
+75,6.076592775361225,3.202891924666161,4.103158223604969,1.128818058717126,Iris-versicolor
+76,6.045278275853869,3.195903902544732,5.072330049982916,2.034768734213893,Iris-virginica
+77,6.047042389987112,3.0040004064988017,4.224479345334654,1.1595953390516254,Iris-versicolor
+78,5.0561909430972385,4.007520577775991,1.6674499691824656,0.45822939612712005,Iris-setosa
+79,5.632767964745314,2.9383582195501377,4.6286863910390625,1.8193216091857451,Iris-virginica
+80,5.472804565214373,2.7178188810035344,5.105312472013791,1.820724629049776,Iris-virginica
+81,7.091910809614282,3.1460638104167966,6.771520741410198,2.509304426397281,Iris-virginica
+82,5.434852231993224,3.0750873760394852,1.4765176149839774,0.1385847353434282,Iris-setosa
+83,4.795991679986609,3.5207652167505685,1.3036685724609283,0.2745983395847087,Iris-setosa
+84,5.153962876377501,3.5293237325704845,1.7112683895732232,0.40203747187103256,Iris-setosa
+85,4.949122449727607,3.023861260593647,5.188075601512148,1.6333907642835301,Iris-virginica
+86,6.167301822303135,3.0445291508686845,5.147810086205225,1.7636579808842228,Iris-virginica
+87,5.445419419960548,3.958874738709048,1.4209917545009154,0.16878511478095884,Iris-setosa
+88,5.24039756326125,2.7142467697384975,4.123744078662679,1.254078045109127,Iris-versicolor
+89,6.716282478649319,2.802252781878477,5.1466595340736605,1.536385680585652,Iris-versicolor
+90,5.834430225095378,2.621998501505869,3.7521595644337964,1.4696159036557686,Iris-versicolor
+91,6.6148030519385985,3.0766832489568343,4.297081286465847,1.3649798926598957,Iris-versicolor
+92,5.531445245854242,2.771783543727677,4.2199362183224025,1.094765387499379,Iris-versicolor
+93,6.455945337028535,2.81273166872558,5.097727292660227,2.1431585561663544,Iris-virginica
+94,5.836956659718894,2.844557118955559,5.181955051856447,1.8724076973257089,Iris-virginica
+95,6.2907786954023655,3.852163217965286,1.143126341961926,0.11947624579547006,Iris-setosa
+96,4.960461835110894,2.333047552690784,3.6735053350670563,0.8660678447026949,Iris-versicolor
+97,7.213472702192146,3.010187245721825,6.097558208325721,1.663496726233041,Iris-virginica
+98,5.368465200727368,3.821309360806042,1.4168810919559132,0.15735507802566445,Iris-setosa
+99,7.26314492664503,3.608834636278812,6.504031640810711,1.8420181189285982,Iris-virginica
+100,6.4093028727877455,2.9593615649177747,4.857560594902626,1.795186907103679,Iris-virginica
+101,6.796690467188104,3.439302186055042,4.697066362961738,1.2448509203985823,Iris-versicolor
+102,6.406543910087771,3.2150008653042583,5.790835763031795,2.5347544389313335,Iris-virginica
+103,5.377620017951612,2.8680189666601255,1.5072374490506404,0.10169658682743604,Iris-setosa
+104,5.073476391194735,2.637727111748405,4.553386270992728,1.6069056356871712,Iris-versicolor
+105,7.067201717556717,2.789039985671019,5.420541510610271,1.860250051669844,Iris-virginica
+106,5.749667127527214,3.1727138508981017,1.406969205187438,1.1934520038678307,Iris-setosa
+107,5.958437663368416,2.8328674506437173,4.741193811868916,1.0898583858573607,Iris-versicolor
+108,6.681709755272033,3.5951576094110527,5.629021977525273,2.514454590500234,Iris-virginica
+109,5.740834959401745,3.094509763479477,4.482986596727586,1.4876633628992952,Iris-versicolor
+110,6.199501372123741,3.027861875128067,4.769838308424845,1.6721311914332102,Iris-virginica
+111,5.12830524078306,3.5301552705308685,1.2130741639243063,0.1357821068287863,Iris-setosa
+112,5.263099139548862,3.4510325402527333,1.8472804500102655,0.4501447673282395,Iris-setosa
+113,6.262989880539522,2.8271861854523075,5.062687228257746,1.638640747122922,Iris-virginica
+114,5.817387146719861,2.7714507829900654,4.6373955977694274,1.3134746953626253,Iris-versicolor
+115,5.610563827399234,2.8915512604241775,4.614697140543898,1.7706594973760956,Iris-virginica
+116,6.104451785262942,2.4299629599944303,4.634270962645639,1.330420067141537,Iris-virginica
+117,5.434745169256435,3.071216611564927,5.263409397304235,1.3429584757734427,Iris-virginica
+118,5.429892627898806,2.823574718242517,1.2217061812976113,0.13754603147767766,Iris-setosa
+119,6.022999754052747,2.9916992112031595,5.278910636510245,1.4159797414513355,Iris-versicolor

iris/tvae/2/2/test.csv

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