a

iris/tvae/3/0/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.825374171291453,2.571924854803443,3.6284342048852025,1.2225930837656456,Iris-versicolor
+1,4.994703266118514,3.1515894650436396,1.389086824885347,0.22866591359306876,Iris-setosa
+2,5.397239913597193,3.7591482524817903,1.4364483307257494,0.34537810127012925,Iris-setosa
+3,5.187712736756976,3.5103732297495878,1.361199391592299,1.530412540915032,Iris-setosa
+4,5.238014149391847,2.9051567932764732,4.534472124275061,1.5193705093954963,Iris-versicolor
+5,5.167218088803595,3.6573892085352977,1.3043007342399857,0.31064125553133104,Iris-setosa
+6,4.964514593181569,2.0850090611578933,3.971340529485814,1.0525613538949634,Iris-versicolor
+7,7.487329815617448,3.4053759414692526,6.723704806632121,2.0861803584079706,Iris-virginica
+8,4.756779531337563,3.0665209373862985,1.1514125345283164,0.12863292800054021,Iris-setosa
+9,5.344695509329017,3.0807604958708215,4.236670555395293,1.3200049401392309,Iris-versicolor
+10,6.2427076619981365,2.7733078071302537,5.309433580154299,2.188501898787614,Iris-virginica
+11,7.496781273620995,3.1779968582519738,5.906823749430901,2.09577929128903,Iris-virginica
+12,5.267244473115174,3.307888259704398,1.4669250198601533,0.30441733029862483,Iris-setosa
+13,5.493937269909055,3.7837970734579067,1.4535804974064834,0.2251510187495659,Iris-setosa
+14,4.6885032696025455,2.85411457178845,1.3747650674647207,0.1679376872094242,Iris-setosa
+15,6.506606360365536,3.2003055076849676,5.577912515128411,2.229817729850022,Iris-virginica
+16,6.643759098043421,2.934771694672528,4.803658804429689,1.6625030001868577,Iris-virginica
+17,6.4719865579804114,2.7618915150067926,5.012442582326487,1.5173305448070193,Iris-virginica
+18,6.42488031593856,3.1739403357044638,5.289616709082065,2.2988591384157844,Iris-virginica
+19,4.694300263305693,2.8470679429365133,1.3967955384601374,0.21257403739473624,Iris-setosa
+20,5.5130937975281356,2.349029503312832,4.3238658214232775,1.1787620440031816,Iris-versicolor
+21,6.526529768317095,2.8355434883679083,4.162351879242356,1.2797296620237795,Iris-versicolor
+22,6.685949661868155,2.9125190629250333,5.161298040404065,1.5183719045931166,Iris-virginica
+23,7.086695787134716,3.0034778408867826,5.072332780993636,1.3529276971659812,Iris-versicolor
+24,7.717405312624481,3.373071457799232,5.643159523294805,1.9568546381022838,Iris-virginica
+25,5.6403915436153875,3.013878125797552,4.358956533862699,1.1230274305221626,Iris-versicolor
+26,5.30790338457281,2.366244650444695,4.163403510400794,1.0860441582135676,Iris-versicolor
+27,6.019033859593904,3.070730797452421,5.003993831519653,1.6033844468010188,Iris-virginica
+28,4.857617263362916,2.633025365607195,1.255368468876573,0.2587795907593209,Iris-setosa
+29,5.127447802016004,3.3719912104987166,1.4584501285023586,0.23858746219728627,Iris-setosa
+30,6.7211050680518465,2.9090571018086044,5.092221548986668,1.6717470971689554,Iris-versicolor
+31,6.390608697441801,3.321657527373496,4.261755086475067,1.5782996851055042,Iris-versicolor
+32,4.95760609070659,3.895291538191023,1.8161343486011896,0.3606340349687741,Iris-setosa
+33,5.516852906723311,2.8963752399334486,4.47439225987636,1.177462797976461,Iris-versicolor
+34,5.128598808529166,3.5379088866195647,1.3888656832807427,0.2560741770158399,Iris-setosa
+35,4.8104302313191685,2.971190127049266,1.3236197934904477,0.1535892243603431,Iris-setosa
+36,5.380435650020671,3.361667943039906,1.4241076309312177,0.24588969986182913,Iris-setosa
+37,6.627273668146694,2.702819984064179,5.374444419293884,2.244256029466468,Iris-virginica
+38,6.107609107525466,2.6989627099160947,3.9084701403231152,1.5981770567072056,Iris-versicolor
+39,5.0923917683623,3.2144912312744407,1.6699497695766408,0.2725644737793328,Iris-setosa
+40,4.8775471205009495,3.350997741682184,1.4498914460901948,0.20334089925560525,Iris-setosa
+41,5.817744293689795,3.413881315361028,5.148364064726426,1.7721350627696364,Iris-virginica
+42,6.2521399601568435,3.0990907858743384,4.8989868014059,1.7023090563218872,Iris-virginica
+43,7.606984307027578,2.9132942840106226,5.205019272998853,1.4988146589561613,Iris-versicolor
+44,4.993676324506999,3.359347454516435,1.500293354238222,0.1546299355319962,Iris-setosa
+45,5.620799208247831,2.9896862669328317,4.2562953441138855,1.3228778657052147,Iris-versicolor
+46,6.63014753893272,2.800816168990377,5.426215335943173,2.135861499881337,Iris-virginica
+47,6.176960721889617,2.454302129807098,5.13993180726421,1.6249346866043992,Iris-virginica
+48,6.285929132726811,3.1818778338747618,4.94668013461391,1.4779880144180637,Iris-versicolor
+49,6.26332253917192,3.0543018289929393,4.7728168325057805,1.3401418054497323,Iris-versicolor
+50,6.054566929182393,3.1458067691086704,4.408705263579036,1.2410561664739888,Iris-versicolor
+51,6.70457912614811,2.9824320983021173,5.149521013547356,1.8010201222641244,Iris-virginica
+52,5.799624943204284,4.094950025740684,1.8119002956139236,0.26538378754513775,Iris-setosa
+53,5.749173648680413,2.5751573082025603,4.654674436183159,1.5768931032002325,Iris-virginica
+54,5.713634008050245,2.5884382343527412,4.401525178858563,1.5729799454048439,Iris-versicolor
+55,5.573948912891701,3.898967655611461,1.5923513144171053,0.2857300247473377,Iris-setosa
+56,5.004761148367751,3.068170803900674,1.3964530547148548,0.21478565497666768,Iris-setosa
+57,6.664650417476298,2.703837442158436,5.639679768421943,1.8673037004765485,Iris-virginica
+58,6.40561414469289,2.8047782332740914,5.316752865409208,2.0502797846402467,Iris-virginica
+59,6.032491899296496,2.8871739594758763,4.560805009905106,1.6305054720209748,Iris-versicolor
+60,6.611729811530251,3.105166501100115,5.275230319170708,2.413888068805708,Iris-virginica
+61,5.326430789118732,2.4480727377578653,4.7053878650306675,1.396042162965034,Iris-versicolor
+62,6.6423751085547025,2.6540628112157756,4.4559608625510645,1.0408584218464862,Iris-versicolor
+63,4.785296037135203,2.639828564116344,1.2784566823730552,0.19556715130367613,Iris-setosa
+64,5.0131075258690885,3.7132917615115635,1.5403224237124757,0.24365894572762148,Iris-setosa
+65,5.9805559041669145,2.444914976531619,4.252240182105094,1.3426781731218704,Iris-versicolor
+66,4.889228208087707,3.1684827343608832,1.2570793718487,0.27533293499943634,Iris-setosa
+67,6.096188858692657,2.8407313068064624,3.8938076538641786,0.9406246958783733,Iris-versicolor
+68,4.425891802176224,2.5368658772042796,1.3194846662563318,0.09313571632786788,Iris-setosa
+69,4.668632909444262,2.913904142691958,3.7383215819853666,1.2938886314084712,Iris-versicolor
+70,5.455094719924349,2.404897382480604,4.102028091163902,1.24223118567182,Iris-versicolor
+71,6.6701669218655795,3.188075069187222,5.935471244119144,2.1180014470782775,Iris-virginica
+72,4.781642700703942,3.013846904098442,1.1720240642680366,0.2181527625125088,Iris-setosa
+73,4.566209570112405,3.01524512630095,1.2681567078071874,0.18626953280245245,Iris-setosa
+74,4.8251740252268025,3.2413560762025573,1.3289369692552704,0.13645897759842937,Iris-setosa
+75,6.0339272115638725,2.949051566889699,4.781997423423106,1.54971810116842,Iris-versicolor
+76,6.641281747030008,2.897760988838122,5.760635807723919,1.9128490631897985,Iris-virginica
+77,5.241335291972014,4.104622272232176,1.4151523655924978,0.337743976254931,Iris-setosa
+78,5.722557989674987,4.120283885212519,1.4930621501712356,0.29815564091214397,Iris-setosa
+79,6.951914615209728,3.1127868407921833,5.689577425194812,1.7834756116849169,Iris-virginica
+80,6.254307936876509,2.856191186499336,4.451135560952017,1.3570979749375947,Iris-versicolor
+81,6.143985897130576,2.990738450098995,4.414682641000606,1.3647678993042933,Iris-versicolor
+82,7.449524889228681,3.1121002216232916,6.254438116271588,2.0069736914111287,Iris-virginica
+83,6.909681875357562,3.071817660067303,5.667314375828499,1.9433360672466526,Iris-virginica
+84,6.429744791365769,3.1051078947082225,4.549009305057541,1.9189935568645389,Iris-virginica
+85,5.322381414536121,3.059367513817026,1.4081778969906968,0.21498135533581395,Iris-setosa
+86,4.717702166421948,2.7216711122818182,4.060490637775847,1.322195886459038,Iris-versicolor
+87,6.2088434133616905,2.507409747087824,5.6763946603008915,1.5027320157739263,Iris-virginica
+88,5.691181033763308,2.7333302121123,3.9123951450788805,1.0637477688356594,Iris-versicolor
+89,6.189112450604372,2.835086275124554,4.603153375568765,1.3243578125434128,Iris-versicolor
+90,4.993053497799533,3.8257822210982004,1.5754470547708057,0.2037088470945742,Iris-setosa
+91,6.823719064804092,2.912083584535764,5.325338082219231,1.9786275835173328,Iris-virginica
+92,6.173874732377463,3.168285039090198,4.706730901989055,1.5395689409996263,Iris-versicolor
+93,5.304027317529349,3.0564255888366247,1.323378054523153,0.3925591616507193,Iris-setosa
+94,4.646895928390519,2.5065431535590648,0.7760322632256866,0.12097982063643817,Iris-versicolor
+95,6.943492469949928,2.826987408589324,5.781641324958692,2.230534855577572,Iris-virginica
+96,5.307445373121856,2.698010992378875,3.7721843846513776,1.2557850580651473,Iris-versicolor
+97,6.428528304104986,2.7550264025972964,5.064888109814124,1.2834446229894767,Iris-virginica
+98,4.789803656278467,3.4674908755876763,1.23725415298284,0.18097943258329807,Iris-setosa
+99,7.4421811255285695,3.246721612808059,6.672526851429126,2.3211257395766918,Iris-virginica
+100,5.471694985196455,3.608483365871914,1.665986796373543,0.23422675705773502,Iris-setosa
+101,5.903297842011396,2.793692514966986,4.695847167662962,1.4995125846531479,Iris-virginica
+102,6.2668128629081155,2.7658957564457842,5.120031892235305,1.7692527354673129,Iris-virginica
+103,4.523149731683828,3.099279196269573,1.1675581937046449,0.17959480290126828,Iris-setosa
+104,4.76628037528153,3.1553129270115456,1.409647831998586,0.20441558558098955,Iris-setosa
+105,6.883644520371689,2.8139670158603365,4.605568274035403,1.719733974499944,Iris-versicolor
+106,7.272593107448772,2.8589277117730263,5.896354043406918,1.760118586365193,Iris-virginica
+107,6.325779446662066,3.022934374632266,5.397375017042469,1.9079666674298672,Iris-virginica
+108,5.874497143423496,2.7868699734123914,4.68413490241084,1.2075597017713597,Iris-versicolor
+109,6.272216006213979,2.7128392027806774,4.745181330315771,1.5064982092666186,Iris-versicolor
+110,4.943131432826841,2.866063469592638,1.2862102095155934,0.07890627385373852,Iris-setosa
+111,6.924324418322662,2.953414620284777,5.361468798401881,2.13604525034642,Iris-virginica
+112,4.843296801213014,2.3787200808358744,3.741398797755092,1.1453560274998518,Iris-versicolor
+113,5.9066266616269685,2.9130183242927443,4.110843676951535,1.2522018480139785,Iris-versicolor
+114,5.023680446162207,2.796976801523201,4.706214294815679,2.08691432265022,Iris-virginica
+115,6.3017220702876635,3.0738838568162907,4.634690213610245,1.8429896532586383,Iris-virginica
+116,6.882507037655635,3.1797322032563264,3.9376113484838413,1.550833307875132,Iris-versicolor
+117,4.888003342707206,2.7291520681440233,1.314936700041363,0.12472419625031339,Iris-setosa
+118,6.159805269426831,2.9341228435179936,4.72232846084114,1.784972073365897,Iris-virginica
+119,6.374155420740534,3.1774346464242083,5.287441007130535,2.273582953406293,Iris-virginica

iris/tvae/3/0/test.csv

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

iris/tvae/3/0/train.csv

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

iris/tvae/3/0/val.csv

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

iris/tvae/3/1/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.3462585553973945,3.2118945116841218,1.4049527489654003,0.3295210447726388,Iris-setosa
+1,6.081138302406851,2.637182883569906,4.892646065397111,1.7491344492579597,Iris-virginica
+2,4.839243804079838,4.171901546450671,1.4995671424204686,0.12662386214335952,Iris-setosa
+3,4.6451046526760855,3.4471427380998154,1.1471161868394595,0.2010365009524357,Iris-setosa
+4,6.299493572176862,2.54033610863532,4.533300491805545,1.6380532733652193,Iris-virginica
+5,4.7835965295606435,3.6131527550137053,1.5205666435561398,0.25931070794853406,Iris-setosa
+6,5.30383909299455,3.505985735688917,5.003826465519655,0.32850711580707753,Iris-virginica
+7,5.792915166079756,3.0456024196926754,4.306482260978429,0.9997158018038151,Iris-versicolor
+8,6.106768015255352,2.81052793679466,4.944330607212686,1.534254063197861,Iris-versicolor
+9,6.368765630697559,3.102853856169535,4.99037754283311,2.017964905662744,Iris-virginica
+10,5.587639840593034,3.2958139779371756,1.348777931712018,0.20745875056128668,Iris-setosa
+11,5.690911313152891,2.799361311024664,4.67215585538073,1.556604534359364,Iris-virginica
+12,5.478390867748132,2.4348125071924507,3.4783034733610023,1.411937692996534,Iris-versicolor
+13,5.708148898730206,2.8701569509156726,4.531999712005327,1.1783616411251703,Iris-versicolor
+14,4.803065125072926,2.9789274562632095,4.301794328999516,1.5522183256171171,Iris-versicolor
+15,6.098414109343938,2.6182628755010566,4.649020750638118,1.5373766968556757,Iris-versicolor
+16,4.502617131242211,2.9018328526756623,1.5097561576764824,0.2806611034169779,Iris-setosa
+17,6.436011551413907,2.605678525990873,4.519699853103534,1.2476067884182882,Iris-versicolor
+18,5.0173373495679865,3.58541643947995,1.5036568691313044,0.13436499327099005,Iris-setosa
+19,6.32036948989294,2.978813368296694,4.574439474092255,1.657894964507287,Iris-versicolor
+20,4.872726704563994,3.0784095350785563,1.3830821830715678,1.6272004010926482,Iris-setosa
+21,5.958635631814154,2.839485005502472,4.69520015828556,1.8419294109145325,Iris-virginica
+22,8.104387790254918,2.934661524783752,6.379835721241092,1.6089594414570743,Iris-virginica
+23,5.198599145445822,3.6250990738541047,1.4175543509986104,0.23733272189160834,Iris-setosa
+24,5.246979432563238,3.619465107363673,1.5064823498372848,0.3023283539506565,Iris-setosa
+25,6.1159615615670875,2.9452894607250246,4.766196527399735,1.3874454843470236,Iris-versicolor
+26,5.0621692582923945,2.459606821230557,3.3905345038203047,1.012781330410029,Iris-versicolor
+27,5.311367623817493,2.5210739029842073,3.654244729117955,1.010740973150984,Iris-versicolor
+28,6.86021863597488,2.8441464860029932,5.86019213346274,1.701380753338892,Iris-virginica
+29,6.746870784872089,3.117051415956152,4.73239223844447,1.508362379369565,Iris-versicolor
+30,6.591889731062822,2.8784691950454118,5.355094681284837,1.4544872576200403,Iris-virginica
+31,6.023328998815937,2.4865417071163547,4.98944953760615,1.7304712845330232,Iris-versicolor
+32,6.319586949456407,2.9929532636701763,5.134261196823789,1.4357415933052273,Iris-versicolor
+33,5.963234326126204,3.4880627741770303,4.861396747659197,1.5964824829653244,Iris-versicolor
+34,6.6847824793262784,3.0865040339116203,4.372557749470445,1.3047469835333523,Iris-versicolor
+35,6.775518718337624,2.8612129060934874,4.657204121483383,1.5568922541428591,Iris-versicolor
+36,5.231008356670431,3.7698493730026987,1.3403639041651645,0.13200151785272674,Iris-setosa
+37,6.1357220158870165,2.838613445725378,5.109362490305141,1.9487543529942488,Iris-virginica
+38,4.98053346423646,3.1382280262568525,1.3496484830337896,0.18707411407024707,Iris-setosa
+39,4.524110550536577,2.938411374822366,1.5286260422049056,0.2950466982951717,Iris-setosa
+40,5.610790289909183,2.477411216414046,3.7565705177622086,1.101407089714197,Iris-versicolor
+41,6.102777014869463,2.682397930176932,4.762584640748217,1.5556944251672222,Iris-versicolor
+42,4.212415767032239,2.9448504594472507,1.2984273030845388,0.1830142924153505,Iris-setosa
+43,7.239490125655026,2.909039398558018,5.87966914029484,2.27815735084279,Iris-virginica
+44,5.82849402853256,2.8526045066678534,4.049173432225664,1.2404325033352752,Iris-versicolor
+45,7.422478573852674,2.799027912059044,6.179512360417387,1.9065473014020355,Iris-virginica
+46,6.207893059923614,3.05933651749284,4.320786160458807,1.044538680347047,Iris-versicolor
+47,7.156468042889309,2.949200122276973,5.281918304063859,1.5946148297208067,Iris-virginica
+48,6.6573714952634875,3.378646128367225,4.314953786045491,1.416589724317491,Iris-versicolor
+49,7.773198644654766,2.318454611394669,6.188046588327453,1.9355523395850236,Iris-virginica
+50,7.114963385056755,3.118431291976641,6.007112861669196,2.3636072095990994,Iris-virginica
+51,6.964447376373652,2.9564946797430522,5.473053887883955,1.8524327888137029,Iris-virginica
+52,6.003450687507867,3.5529575361760184,4.7201006919799395,1.7346205118371927,Iris-versicolor
+53,5.786684785253627,2.630364716369039,3.542256805166253,1.3435017103622728,Iris-versicolor
+54,6.313118078490953,2.8801476891134374,5.160116201916599,1.5002523721309855,Iris-virginica
+55,4.67957425888909,3.1125583214501544,1.322806138761563,0.08419395283811337,Iris-setosa
+56,5.782646264521013,3.236862454040264,4.987737745274639,1.4483095107192336,Iris-versicolor
+57,4.793207948201851,2.8038197985262365,1.2465331300100793,0.16825766126773983,Iris-setosa
+58,7.018452848070907,3.1258721244773326,5.419984910332845,1.907355546020211,Iris-virginica
+59,7.351435487230534,2.7578481490977245,5.7553852830676036,1.4379884026915062,Iris-virginica
+60,6.901681505672805,2.57398277935713,6.281947603021625,1.9535268875854308,Iris-virginica
+61,6.283319233356554,3.058586601645361,4.495352973535853,2.0551805906514105,Iris-virginica
+62,7.128916287328266,3.466257761952216,5.863534680689257,2.470767041100924,Iris-virginica
+63,6.860273345652612,3.2330880317715396,4.607885637476609,1.3995250112408866,Iris-versicolor
+64,5.159335614817634,3.457162927882308,1.436729370378681,0.37067978624476927,Iris-setosa
+65,4.608616997192305,2.9455990144042956,1.5457354001461714,0.18199828507521923,Iris-setosa
+66,5.145811613614928,3.4474109325506377,1.4485495000844777,0.20294190195400907,Iris-setosa
+67,5.558120080264272,4.041703027055481,1.5182782094251532,0.3235162797025517,Iris-setosa
+68,6.4253449424532665,2.8039843825503263,4.768831877732172,1.4633044336857548,Iris-versicolor
+69,5.847109163420351,2.845035074696478,4.406703395657436,1.3647034230369557,Iris-versicolor
+70,5.923910492767018,3.260232454502411,5.450411250269455,2.3965605134807797,Iris-virginica
+71,5.2444808005493275,2.4402533852961557,3.8992594050114597,1.327172475722184,Iris-versicolor
+72,4.8887183201730755,4.080440699023187,1.6524302980450938,0.29469453383780897,Iris-setosa
+73,6.6567964098246195,3.203837066129706,5.18902821131445,1.980566869659878,Iris-virginica
+74,5.347240923656805,3.7763611781047803,1.8783822675544846,0.45912098855697436,Iris-setosa
+75,5.983138760373696,2.4606326849090934,5.375720800824306,1.66413381985872,Iris-virginica
+76,6.473945032445087,2.9980549167432633,4.275885205290473,1.3349476679653614,Iris-versicolor
+77,5.12983417885884,3.2859023322262826,1.3848269006267224,0.261856987052089,Iris-setosa
+78,5.649283757275675,4.55977002755307,1.6455770513795631,0.5019014874190573,Iris-setosa
+79,6.812922304724784,3.0947654735009493,5.245661298912544,2.020383127056625,Iris-virginica
+80,5.047469091886081,3.0901263840499857,1.397570633618833,0.23392241791614324,Iris-setosa
+81,4.9866445100789365,3.4515125479659456,1.284708500628338,0.10865180652737419,Iris-setosa
+82,4.995107543152387,3.4054113497691008,1.5029091001994541,0.17601512056063162,Iris-setosa
+83,5.146790827841157,3.617318456008711,1.4059112714941797,0.3613329388257601,Iris-setosa
+84,6.837413803647863,2.950829485883992,5.675887387328373,2.3767208805161077,Iris-virginica
+85,4.986490388030125,2.683969034072578,1.4419013591953986,0.20603136904121655,Iris-setosa
+86,7.292886374023732,2.6764766467866554,5.97125368937502,1.9950012356581124,Iris-virginica
+87,4.699111169668842,2.7456146058287896,1.4245006860199396,0.21785694826166777,Iris-setosa
+88,5.915893070529648,2.6897554989649795,4.258272864759711,1.32761617306283,Iris-versicolor
+89,5.641709823076039,3.8334894256493155,1.547154416507649,0.294372892799059,Iris-setosa
+90,4.534168261311404,2.74964331061768,1.2549511130322315,0.10129893471004262,Iris-setosa
+91,5.907424642945354,2.457049679366806,4.435685392485916,1.4297811905722582,Iris-versicolor
+92,6.1279758593976394,3.0131003783702073,4.741846161467068,1.6791546882540238,Iris-virginica
+93,6.670428381879538,2.7365065396211774,4.747516326877324,1.2432907293094189,Iris-versicolor
+94,4.528726797539888,2.4853541831545445,1.3664060794059882,0.19100372260841397,Iris-setosa
+95,5.7572525738456815,2.9412131492543505,3.9602757545513616,1.1429092043234705,Iris-versicolor
+96,5.450230695937988,2.8262205232894946,3.6821633088404297,1.1981543755946602,Iris-versicolor
+97,6.1110780737492965,2.786804322938487,4.288413637861947,1.661445575031826,Iris-versicolor
+98,7.050950828464589,3.2479532703287557,5.440516107834698,1.8771047463438355,Iris-virginica
+99,6.751725998637657,2.8293144611186105,5.147041686108377,1.7825914292952152,Iris-virginica
+100,6.5340084588908685,2.987426381220709,3.669903874359454,1.0740213894411035,Iris-versicolor
+101,6.586444381475159,2.9651765367366885,5.310937254359086,1.4778039486622725,Iris-virginica
+102,5.768821306414784,3.2364282241020144,5.189163460671924,1.8614830972212453,Iris-virginica
+103,6.234779929024858,2.81568447613884,4.86368982544136,1.6037350080484236,Iris-versicolor
+104,5.196128094271217,3.2599778443771585,1.3994908366346357,0.2963886436897435,Iris-setosa
+105,5.044775314518225,4.151280815671106,1.4788665850878904,0.25692602600237313,Iris-setosa
+106,5.268684137097939,3.20162077428352,1.3617131582121023,0.23321100007271423,Iris-setosa
+107,5.012615557356588,3.222405716093161,1.354673926443324,0.3090759239843629,Iris-setosa
+108,5.991363183094568,2.7905697369283193,4.621868075875541,1.554863000010423,Iris-versicolor
+109,5.458650853262787,2.351573442660735,3.5722395532014017,1.076172183901075,Iris-versicolor
+110,4.406104279137041,2.767963490095884,1.2765510985972737,0.16694493482657272,Iris-setosa
+111,6.233001609544141,3.0082755827236505,4.916621761868451,1.5479268596195508,Iris-versicolor
+112,6.2639228529800945,3.0951113010009013,4.691601686269982,1.5960989230395324,Iris-virginica
+113,6.245717451447938,3.1867794316296094,5.528014952238866,2.0436354315296366,Iris-virginica
+114,7.0005884630919235,2.828066045156003,4.714276136456098,1.4064966823670724,Iris-versicolor
+115,6.837698275288703,2.9261754760016316,5.870988472662562,2.1892145409591857,Iris-virginica
+116,4.595574251549186,2.572002996406764,1.3299138439118443,0.051764476118273284,Iris-setosa
+117,5.237367196166976,2.7299080966472062,4.281834159265118,1.2204187025771445,Iris-versicolor
+118,4.651765013077082,2.450858927118796,1.1071974337880939,0.1383333371800802,Iris-setosa
+119,7.616714071112338,2.925167068515842,5.929930051522134,1.6433898121251258,Iris-virginica

iris/tvae/3/1/test.csv

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

iris/tvae/3/1/train.csv

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

iris/tvae/3/1/val.csv

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

iris/tvae/3/10/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.383051135948456,2.657556792611172,4.422969537445501,1.5751557504848592,Iris-virginica
+1,6.2306625576004535,2.6755288572217135,4.529792080418161,1.446230694085464,Iris-versicolor
+2,4.477640659067661,3.387718634568262,1.1954237804078256,0.2406815619122926,Iris-setosa
+3,5.294745637265077,4.215845825343054,1.2382241644498282,0.19038690043817613,Iris-setosa
+4,5.889966473901374,3.130188600093455,4.125746148681527,1.2589843806117884,Iris-versicolor
+5,6.911098107413914,2.997042229165785,5.159201513742844,1.6323558010025578,Iris-virginica
+6,6.898414178883506,3.0108434944627973,5.478019478779986,1.7222906464877195,Iris-virginica
+7,6.06673467739521,2.8928697472801588,4.193746605257382,1.39740745143966,Iris-versicolor
+8,4.663839540676059,3.168557407310507,4.5219099879160884,1.2862867141291952,Iris-versicolor
+9,5.989606368976644,2.8997420649135734,5.095141818345124,1.8914697824020448,Iris-virginica
+10,6.227554277803549,2.7666407715011596,5.108800739506172,2.022418509000628,Iris-virginica
+11,6.840847319962362,2.7090389167890194,4.871513434185709,1.3934437196753724,Iris-versicolor
+12,5.024830127924474,3.2781960888095583,1.318623353144179,0.2766171992596724,Iris-setosa
+13,5.148886736492894,2.1478284066779443,3.4827975007739695,0.6883259468791373,Iris-versicolor
+14,6.761433953808904,2.967793861879635,5.765510451469231,2.581025693988301,Iris-virginica
+15,6.272434822582543,2.745599326736254,5.457693996015461,1.8550703298428641,Iris-virginica
+16,4.853962747344938,3.6415989109358375,1.3468506834915592,0.22315791047855998,Iris-setosa
+17,6.472573684737516,2.833013765843699,4.597659632164653,1.1987734352249495,Iris-versicolor
+18,4.648123769879496,3.557699910943807,1.3684755074853738,0.12821561496667505,Iris-setosa
+19,6.021646562267052,3.267731692823845,4.380752945507532,1.53288905620797,Iris-versicolor
+20,4.743318219415389,3.4109082847314167,1.6711251866277366,0.18933590694160882,Iris-setosa
+21,6.6402671050120015,2.5722216584606077,5.422508181275089,1.7663697148963564,Iris-virginica
+22,6.598839717782523,3.020618468406699,5.5470364993313215,1.9503051428752722,Iris-virginica
+23,5.042393544992529,3.342271611716829,1.3212068251953368,0.19774990374264667,Iris-setosa
+24,6.522704500180369,2.7636714550066706,5.039273265031894,1.7469528265833247,Iris-virginica
+25,6.794566581392206,3.3469048605944893,5.352855462621003,2.015654382415528,Iris-virginica
+26,5.936810662681477,2.4705084794910985,4.412695405734611,1.3860941743475625,Iris-versicolor
+27,6.067795433285979,2.509613264168196,3.754445936208043,1.131461893529806,Iris-versicolor
+28,5.1157963466284135,3.6821600753848305,1.5571550208582798,0.29426812989437023,Iris-setosa
+29,5.222015643501399,3.7124575804296334,1.3714364973928017,0.24631199957314437,Iris-setosa
+30,6.10574079468439,3.023730132122286,4.73787120261235,1.568517787330054,Iris-versicolor
+31,5.9502832523161935,2.8088617877500885,4.787920273570253,1.4749016984868168,Iris-versicolor
+32,7.386354227808696,3.7222966547061063,6.362664407988525,2.652086910772295,Iris-virginica
+33,4.703518602339241,2.9614015161953957,4.049215941327006,1.4297710944499054,Iris-versicolor
+34,4.776899969007063,3.5060404744252107,1.3113505830148595,0.23358738294340073,Iris-setosa
+35,6.079267645296203,2.6913286154660887,3.9708014905135016,1.2881674658156554,Iris-versicolor
+36,4.631327439753859,2.538401955747319,1.3058239475987747,0.07158888046117157,Iris-setosa
+37,4.511696843343984,3.081378737156592,1.215666076969506,0.10783044367574587,Iris-setosa
+38,4.690126155545776,3.570421513575261,1.5736642076025842,0.18018215751639788,Iris-setosa
+39,6.001888686980953,2.2776102157821834,4.7228551951468845,1.4970100514468834,Iris-versicolor
+40,6.474727713169059,3.2112308003581886,4.849173121822784,1.9482188778959824,Iris-virginica
+41,6.051355326824584,2.9396241322062706,4.663737004803299,1.3466850659768292,Iris-versicolor
+42,6.477370357857357,3.070431651559128,5.311043542151406,1.6926313168271445,Iris-virginica
+43,5.290313093970552,2.927815806486028,3.9064843424101596,1.3387633271919936,Iris-versicolor
+44,6.2752002383386545,2.423383038408955,5.338224225366283,1.2861991191809126,Iris-versicolor
+45,4.888795250214283,3.0088383521075164,1.4507955660653757,0.23994685883394856,Iris-setosa
+46,4.833052372698166,3.1125824724374693,1.4892209414033428,0.2786610855326296,Iris-setosa
+47,5.086785977987715,3.67864838688577,1.5485174888179807,0.32692123907224796,Iris-setosa
+48,6.468317336985033,2.9677658424812514,5.423992749467864,1.8022847231824943,Iris-virginica
+49,6.504862766333889,2.837463538833848,4.244262782213152,1.4996429453750841,Iris-versicolor
+50,6.177786987209703,2.412984036682712,4.902667475764385,1.7021270867958798,Iris-virginica
+51,6.402070480459374,2.935503710952687,4.155063597269493,1.175710316015444,Iris-versicolor
+52,5.140395744032815,4.076903554016965,1.5281568552429832,0.11518703859571422,Iris-setosa
+53,6.991225956635161,3.0398669186389,4.723914867031939,1.5824972207078274,Iris-versicolor
+54,6.050218732868443,2.713109179527722,4.601337469368864,1.3207603025542818,Iris-versicolor
+55,6.786686038435128,2.856030616459393,5.594675187227966,1.9585386739078041,Iris-virginica
+56,6.507866360729877,2.959816342921312,4.861835940426166,1.8733278574335568,Iris-virginica
+57,4.958309368239349,3.5845268653444498,1.4020463291582859,0.21036947521541352,Iris-setosa
+58,4.725459594731441,3.3802772943678154,1.4052390152467829,0.17616680469362964,Iris-setosa
+59,5.740039161474368,2.7710392626880145,4.438529839349558,1.3190882274568902,Iris-versicolor
+60,5.6323387331553985,3.2206564368292523,1.5333134021010841,0.24292869421211488,Iris-setosa
+61,6.702967043084365,2.7804905240423086,5.314289070566788,1.6597286628486905,Iris-versicolor
+62,5.265377208277531,3.349250557265534,1.4269884074485852,0.2993968240284446,Iris-setosa
+63,6.247772556283679,2.9709105487470424,4.762973149190188,1.6025202949392776,Iris-versicolor
+64,6.0026032525755255,3.369179627786226,4.559173371910179,1.5660718194189178,Iris-versicolor
+65,6.011734674038686,2.9722228805541717,4.772736040317517,1.5136820322240312,Iris-versicolor
+66,7.404540560401853,2.8438553484870317,6.34471132242008,1.7175371470000518,Iris-virginica
+67,6.4296626695785495,3.0944343879426377,5.7414746242724854,2.40081394645085,Iris-virginica
+68,6.406999172857132,2.978242680792682,5.674030282722909,2.3062765873150806,Iris-virginica
+69,6.968561764686843,3.081575466482398,4.969888857116716,1.67719581968889,Iris-virginica
+70,5.14900086210821,3.8513561891573453,1.8123353980278256,0.2438147228164912,Iris-setosa
+71,7.384265411126277,3.2625086945190582,5.997806818825175,2.4683642262940353,Iris-virginica
+72,4.361145739174217,2.3705075076406614,1.3805036156850679,0.11799841523660515,Iris-setosa
+73,6.196496139483202,2.934163016913182,4.348198495017787,1.5851827093344977,Iris-versicolor
+74,6.1991368121098676,2.8494439517235315,5.041987296191,1.7755255278309925,Iris-virginica
+75,5.9185612868051,2.6032063447653444,3.8008183560558675,1.3908968245826414,Iris-versicolor
+76,5.811774248301843,3.08174322301661,4.935894784737109,2.000358738237142,Iris-virginica
+77,6.217539460295717,2.727541274785761,4.580690252574646,1.3671363673789894,Iris-versicolor
+78,4.846162445030477,3.3860226584376503,4.30156655158876,1.450185730248488,Iris-versicolor
+79,6.558599594825745,2.873507261663709,5.643185813902363,2.064961953739099,Iris-virginica
+80,6.868865969247792,2.8359236271513555,5.519830096031263,1.4884568272352718,Iris-virginica
+81,5.2218380622118055,2.6639306303325654,3.452253272553776,1.053864187573554,Iris-versicolor
+82,4.848129885023864,3.4622430916846287,1.360284134787737,0.25474956066413074,Iris-setosa
+83,4.7177139524789276,2.8952670313707802,4.511463677553201,1.3145426231192068,Iris-versicolor
+84,4.982045299594253,2.9482466671314804,1.2392647076099583,0.1462861934627446,Iris-setosa
+85,5.691424513812731,2.4948573600443242,4.8913996329723375,1.7351334804920606,Iris-virginica
+86,5.050937303204772,3.649796310569413,1.3747871484924723,0.22684787781472054,Iris-setosa
+87,6.135295271725621,2.74649823397096,4.804934822979969,1.5836467172802093,Iris-virginica
+88,6.595095267926484,2.668053234006919,5.212288947857621,1.5191067198994477,Iris-versicolor
+89,5.7677439783326365,2.564810640147182,4.576421629063125,1.4382156448504742,Iris-versicolor
+90,5.331830456050395,2.4315071935504933,3.08336906472435,0.9291894607165107,Iris-versicolor
+91,4.968522339863604,3.5764997457729084,1.3639987667096438,0.23101919851243005,Iris-setosa
+92,6.345646189489292,2.969096490893729,5.259248208034226,1.7580473769553535,Iris-virginica
+93,5.9496815232588505,2.7124802376496735,4.855708024871405,1.796660180337649,Iris-virginica
+94,6.064278045524472,2.835938186909328,4.807456365330449,1.4999981024644646,Iris-versicolor
+95,4.631505716189698,2.700298874078534,1.2793841575088947,0.20655788051278112,Iris-setosa
+96,6.091736082994318,2.504353439109928,4.978517410577628,1.92388521144235,Iris-virginica
+97,4.722498999951146,3.640310991226046,1.5472880854328628,0.27308434285836486,Iris-setosa
+98,6.539820097602801,2.9739059340569542,4.9111405936207095,1.2176370535228316,Iris-versicolor
+99,4.307186612109356,2.9353970562322154,0.8597697979163328,0.058797213958753064,Iris-setosa
+100,5.199199850574054,3.0595575514707063,1.5779200009472651,0.27658357748224555,Iris-setosa
+101,4.4553156147251105,3.05030036865681,1.275138153587366,0.1113033018317833,Iris-setosa
+102,5.361612777801003,3.01381341974125,4.207043067691732,1.5743441541481447,Iris-versicolor
+103,5.177794046025438,2.3742254067253317,3.9185342478265315,1.1436189670445636,Iris-versicolor
+104,7.1829379005081995,2.9780650602662564,5.413267618513327,1.478113990282552,Iris-virginica
+105,6.165623765735164,3.033217457002309,4.573860757748819,1.5957779120193512,Iris-versicolor
+106,6.022245381545759,2.742467732903645,5.604402977817054,1.9458406111738267,Iris-virginica
+107,6.172327505279707,2.8982482056069676,4.521733818268272,1.273563547432957,Iris-versicolor
+108,4.910776907947616,3.309246511497382,1.5464232224946723,0.23290791490995258,Iris-setosa
+109,6.150431718870492,2.8298986878714874,4.55954550685757,1.5764921330870254,Iris-versicolor
+110,5.3283747635186804,3.3597858255515485,1.2378065012788413,0.3251265231807488,Iris-setosa
+111,7.16934672052148,3.036849520679797,6.0198247286777296,2.092616700625944,Iris-virginica
+112,6.5242929131057075,2.9841842055939245,4.759861134680556,1.9029468543722519,Iris-virginica
+113,6.123470080055406,2.9619486443123524,4.708658170884893,1.7768539479965746,Iris-virginica
+114,6.114727990094039,2.9070231429962705,4.535732305975556,2.160838170863202,Iris-virginica
+115,5.001206136747678,3.3139362241783643,1.4576780329366512,0.07222578360121026,Iris-setosa
+116,5.101968967097373,3.0898155369297515,4.9693359745504955,0.3232831853041926,Iris-virginica
+117,5.348415110837367,2.556040729679288,4.360321918490571,1.2173248960576581,Iris-versicolor
+118,5.0838389618442745,3.6797709858025187,1.5736810644741075,0.28862991607381805,Iris-setosa
+119,4.376333584289883,3.463663226214599,1.3650278966382388,0.11896159254010086,Iris-setosa

iris/tvae/3/10/test.csv

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

iris/tvae/3/10/train.csv

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

iris/tvae/3/10/val.csv

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

iris/tvae/3/11/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.586880688693317,2.672372981765916,4.803149965562561,1.5869751127001794,Iris-versicolor
+1,6.328653268342865,2.9425488124682566,5.168752939395808,1.5927443834577952,Iris-versicolor
+2,6.830994240593148,2.930306163209278,4.800461954821571,1.3128205575811274,Iris-versicolor
+3,4.469674396598565,3.488003900546599,1.338100253769328,0.3093744216723368,Iris-setosa
+4,6.026529895533579,2.80537048278932,4.330348289607336,1.4755111429779226,Iris-versicolor
+5,4.759544559783305,2.9780509581602206,1.1640188604016783,0.14637049170265687,Iris-setosa
+6,4.820562547418345,3.2184745279096094,1.3103499193863197,0.22131246098923793,Iris-setosa
+7,4.9403332459966105,3.0155760624017165,4.507225942184504,1.3685774958230739,Iris-versicolor
+8,4.830392738079913,3.7820266381149255,1.3131697847221355,0.16922280416807445,Iris-setosa
+9,4.779374987286653,3.3002853137349057,1.389944452297189,0.15582301069986343,Iris-setosa
+10,5.316739319090138,2.5772060946781137,4.131189439493009,1.4296101785265518,Iris-versicolor
+11,7.995366063440864,2.809243821486217,6.87504465646031,1.870763305240953,Iris-virginica
+12,6.092802677293591,3.099223689896718,4.467931758714715,1.109149080703693,Iris-versicolor
+13,6.36351835358575,2.7589220587481393,4.745918066132707,1.4871713907781463,Iris-versicolor
+14,5.07325913651633,3.5362799961527633,1.7083092526421293,0.30196692951804777,Iris-setosa
+15,5.872342062524815,3.2083297612841073,4.345129138486962,1.5024264614058858,Iris-versicolor
+16,4.764666418026052,3.1320981805658024,1.3177623614987604,0.2823751445040278,Iris-setosa
+17,7.816067035094012,3.0473628780684483,6.371090121949574,2.126853751347429,Iris-virginica
+18,4.936356552579691,2.9953187148142724,1.3093157942908749,0.19923880132387153,Iris-setosa
+19,7.222151268414151,2.8623905374130127,6.585826070549768,2.094149472210646,Iris-virginica
+20,7.194724130287085,2.768448342655579,5.918819981664859,2.290364553554821,Iris-virginica
+21,6.189447421755948,3.08621063141853,5.399781762364818,2.0672894671281212,Iris-virginica
+22,6.478478120924137,2.9112401326569497,5.6264826129701015,1.7033484633831861,Iris-virginica
+23,5.043056210602593,3.320584909452995,1.355484288790848,0.13741967272597003,Iris-setosa
+24,6.285546104707017,2.7696088877974114,5.308144481722074,2.2136859841166947,Iris-virginica
+25,6.665385335394021,2.7119141039067225,5.288913179294409,1.4394453003022138,Iris-virginica
+26,6.190435472746906,2.8798320991709945,5.235253648556053,2.035146996267647,Iris-virginica
+27,4.975080137542941,3.403217135800239,1.4080597371504944,0.19331874660540788,Iris-setosa
+28,5.310647184154962,3.5720826174018243,1.5448175162210969,0.21933630718930797,Iris-setosa
+29,6.2214439086914295,3.0082194774465867,5.538226554759216,1.824254324974609,Iris-virginica
+30,5.722259984328925,3.1776585972366416,4.646187465181807,1.5761183279344497,Iris-versicolor
+31,6.633190642756202,2.79676081373578,5.530541389980138,2.0658567760586126,Iris-virginica
+32,6.879417465590338,2.794276272985088,4.33032493382685,1.3471576773446614,Iris-versicolor
+33,6.632817652549612,2.646346923797466,4.886795044070066,1.7384252063212595,Iris-virginica
+34,5.1694063517151845,2.933433724232191,1.553612023176419,0.23075117921714017,Iris-setosa
+35,6.047165056143641,3.1428139340761385,4.6186888810513915,1.52345272164738,Iris-versicolor
+36,6.2699966068514605,3.151005647269655,4.348991929835681,1.6610463350640907,Iris-versicolor
+37,5.118860793070405,3.451631699109084,1.3633731278515646,0.20697499406458886,Iris-setosa
+38,4.1271368393612695,2.560477678298438,1.1961527276407844,0.18222788705881537,Iris-setosa
+39,5.340132339610587,3.098046631530688,1.2171061787128976,0.28918908906420965,Iris-setosa
+40,4.955608714877285,3.0648567874010535,1.3931224026132658,1.645151956343071,Iris-setosa
+41,7.574072273457571,2.8930597412442443,6.431383087735979,2.2974661861065213,Iris-virginica
+42,6.683178834040932,2.932364469255299,5.1407323906939615,1.8222335346319845,Iris-virginica
+43,6.710179272187949,2.850471748778716,5.039218253452427,1.4702084642554718,Iris-versicolor
+44,6.358821395253536,3.0017598698726684,4.928729544299709,1.7551219307823485,Iris-virginica
+45,5.938582901788864,3.2484939831984496,5.060329128188843,1.665612864505311,Iris-virginica
+46,6.186130327907398,3.077585533443212,3.9583198008585736,1.2539550146520186,Iris-versicolor
+47,6.908968072343018,3.284713775606848,4.907052999768163,1.4393277803584201,Iris-versicolor
+48,4.723154079105407,3.132802008646628,1.3739208990758223,0.22981854241594182,Iris-setosa
+49,4.974007951748844,3.563085726229663,1.6525606382332991,0.1984834113636503,Iris-setosa
+50,6.230526192150236,2.697305691073778,4.098532393766841,1.120060426984139,Iris-versicolor
+51,6.119570048635196,2.9926302259947906,4.468280510603193,1.1217418562947865,Iris-versicolor
+52,5.067554551014767,3.249668627728392,1.3180987900848193,0.2844115323846493,Iris-setosa
+53,6.267104110920679,2.576861438869881,5.315447212319226,1.6622047167260432,Iris-virginica
+54,4.78206209401428,2.9821438181677506,1.3882965315580196,0.17864634519035727,Iris-setosa
+55,5.042848563778494,3.463476626989804,1.3151766768893587,0.10461423180459042,Iris-setosa
+56,7.0909547128143995,3.1842978156245585,5.236438367851764,2.2562361611657247,Iris-virginica
+57,6.256554375256921,3.0368305046326665,5.534390339463958,1.5295421926383794,Iris-virginica
+58,6.363641477192144,2.4205157449110684,4.899098558002251,1.777093552141057,Iris-virginica
+59,5.952339733694686,2.8278786802571845,3.9054462334252933,1.2338292915150355,Iris-versicolor
+60,4.287847467353007,2.266825792579262,4.107107070349993,1.2549913148254843,Iris-versicolor
+61,5.98388260532074,3.1588490189880654,4.3455926785092975,1.1878719382425567,Iris-versicolor
+62,5.28726309194342,2.7900973719769544,4.178022856953867,1.2186769835289746,Iris-versicolor
+63,5.864426328522898,2.817478440607865,4.1247053864447505,1.3567395054282896,Iris-versicolor
+64,8.32988223784912,3.148183957245718,6.5170145676902695,2.2513643650935755,Iris-virginica
+65,6.632886522756511,2.62675997142571,5.8255846260835105,2.0091023397201626,Iris-virginica
+66,7.0158104501319105,2.5057943304694357,5.628121120617589,2.018446579544732,Iris-virginica
+67,5.9046544119985604,2.5799274869614854,3.848157387076344,1.1759299984677911,Iris-versicolor
+68,5.4967859898453275,3.0405665150222014,4.0259183242351835,0.962498025189867,Iris-versicolor
+69,6.651503232983932,3.2545188667533,6.195032233220418,2.6136418987859935,Iris-virginica
+70,6.1701823119032415,2.9685132939344387,5.340744615302614,2.2599393013656357,Iris-virginica
+71,5.244116999415557,3.5013210170469553,1.4162150679313388,0.21418726875200206,Iris-setosa
+72,4.931770308087424,2.890534688846429,1.3767056505092372,0.09163582590888919,Iris-setosa
+73,6.201479949296357,2.446775393114942,4.583463379553389,1.611102152224627,Iris-virginica
+74,4.917828527267999,2.8499659473311874,1.1881837085707714,0.09429534992015917,Iris-versicolor
+75,6.79340358013267,2.899003848736464,5.174443190046003,1.8287652349478503,Iris-virginica
+76,5.114975291916767,2.9993171146833038,4.238905449672778,1.5600393894825655,Iris-versicolor
+77,7.000316561309212,3.2311187925540588,5.36897870363404,1.7303180153490052,Iris-virginica
+78,5.933812726514347,2.9099275546268135,4.650908043708699,1.7842479590579297,Iris-versicolor
+79,4.27226304681759,3.1583033378051195,1.5441107417280835,0.07602967871955574,Iris-setosa
+80,6.324117436316519,3.4392037013147565,5.627863420196045,2.240670541231595,Iris-virginica
+81,6.438942341057698,3.2397532567123135,5.026397591497555,1.7893819915354945,Iris-virginica
+82,6.755571748816748,2.6145477229522402,4.91759871333174,1.52086346579677,Iris-versicolor
+83,6.97669572783232,2.8683951805566306,5.121871028728406,1.7000480642778186,Iris-virginica
+84,6.357828613927133,3.347550330703788,5.48128521017528,2.2448038635688006,Iris-virginica
+85,4.7761281309683845,2.743108549249708,1.3564457251362645,0.241121985805046,Iris-setosa
+86,5.736551604147728,2.8413086955177413,4.681193622002707,1.5869119864333066,Iris-versicolor
+87,6.56990965336081,2.690884752564168,5.327087742870667,1.8971664541315536,Iris-virginica
+88,5.588228557256499,2.4144660344874143,4.2357493618808,1.2504308472815393,Iris-versicolor
+89,6.060895603434719,2.508257696182734,4.471998959566966,1.4612654171266297,Iris-versicolor
+90,4.699691440560936,2.1633118739767396,3.011723019145345,1.0039574653494614,Iris-versicolor
+91,6.21136565380769,3.162026776214066,4.632060371794839,1.7504705356677608,Iris-virginica
+92,6.1802098510501375,3.2735188514235243,4.111715001372936,1.3375035826836563,Iris-versicolor
+93,5.092640131377479,3.4979488354194364,1.395002230240513,0.2781450376297435,Iris-setosa
+94,4.980854026523885,3.050060720852818,1.3300172797970315,0.11106118570389459,Iris-setosa
+95,5.147493110114406,3.6894700418665147,1.688619938950202,0.336957860135709,Iris-setosa
+96,5.910046192526872,2.929005681543782,4.426623174087153,1.6608588596170808,Iris-versicolor
+97,5.470616958818836,2.9729740720176197,4.70528579022002,1.4807616531656458,Iris-versicolor
+98,5.323585639092497,2.8306781308991535,4.021151838041681,1.4913517800925065,Iris-versicolor
+99,6.305394437696618,2.490613091777293,5.236860696422876,1.9643035870759462,Iris-virginica
+100,6.216888281484791,2.9537282974018053,4.614044487663938,1.890864483609534,Iris-virginica
+101,5.929152979939301,2.2932158292680045,4.0954004223021965,1.0332227739784694,Iris-versicolor
+102,4.972182377744403,3.2198978064457355,1.2753156316824892,0.25856435774350645,Iris-setosa
+103,5.122567207122604,3.611274411427764,1.5429260561663334,0.30439947461633465,Iris-setosa
+104,5.276286327177797,3.105366681439702,5.076486025156951,0.2857656373101515,Iris-virginica
+105,6.791686789423094,3.1904831055557934,3.942943576728216,1.242142040264061,Iris-versicolor
+106,5.054224869355989,2.8472363518084114,1.3190114819229541,0.18093400839194196,Iris-setosa
+107,8.060535313033405,2.877200347120931,6.587779721261411,2.304944685873616,Iris-virginica
+108,4.980305505182128,3.301121570677638,1.3206430383254515,0.17776629514938075,Iris-setosa
+109,5.2946761723159526,2.7418653395367545,4.030128113643153,2.4479552697778546,Iris-virginica
+110,6.690629586939276,3.118896823337785,5.474421540540364,2.271732477919357,Iris-virginica
+111,6.8668682631511855,2.6100134751118915,5.65784738621098,1.7944090564767814,Iris-virginica
+112,4.864764881213251,3.286839301003093,5.163611034766374,1.7131960032522584,Iris-virginica
+113,6.570410878343078,3.1213886797917376,5.350656259639459,1.9739111769949667,Iris-virginica
+114,6.236217145938909,2.668256473577536,4.7258303061934335,1.6338662946358273,Iris-virginica
+115,6.721159996242711,2.8492769872535426,4.615585999486909,1.6915693150678057,Iris-versicolor
+116,6.545785005743637,2.626891568724797,5.7104381891269576,1.756622083708567,Iris-virginica
+117,5.050361041379713,3.4994874172442607,1.325010704439884,0.2493079522248936,Iris-setosa
+118,5.951588226094089,2.884162504233017,3.8449731771256417,1.0369156326563866,Iris-versicolor
+119,5.104943070373036,3.801761245829457,1.5399966663363782,0.21630295718103307,Iris-setosa

iris/tvae/3/11/test.csv

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

iris/tvae/3/11/train.csv

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

iris/tvae/3/11/val.csv

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

iris/tvae/3/12/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.733830873523409,3.2581491292522657,5.083623241551741,1.5780236641479741,Iris-versicolor
+1,6.73556983216932,3.3787954564859315,5.483815022623481,2.3011129798083267,Iris-virginica
+2,6.907952590043683,3.2821224584455853,5.006526003611489,2.2962147781125455,Iris-virginica
+3,5.523862656141765,2.6807385689564613,4.0787429679707765,1.1202001067261596,Iris-versicolor
+4,5.980786754183469,2.6741007563994685,4.350121610979846,1.2630856769624799,Iris-versicolor
+5,4.60827380070554,3.0893667536195597,1.2213181050028554,0.25673569388714373,Iris-setosa
+6,6.20509373310373,2.7913959829699,5.410406522535903,1.9374279481195762,Iris-virginica
+7,5.38074607526396,2.6657172451029516,4.609090383616776,1.4237026033575562,Iris-versicolor
+8,4.542165367498206,2.7269580544416194,1.2162409677753128,0.09212587117814111,Iris-setosa
+9,6.962731364250486,3.0450609875431938,5.066470253746738,1.927599345217763,Iris-virginica
+10,4.985802836671314,3.565613808966058,1.7054116436944535,0.3637331944270525,Iris-setosa
+11,6.71364224564504,2.7606986915653415,5.326514766926582,1.8935029264918057,Iris-virginica
+12,5.196739902263121,3.46349770472151,1.3543546727209517,0.1740940994101591,Iris-setosa
+13,4.701765827605376,3.652819860090341,1.3087488652190575,0.19110150906573184,Iris-setosa
+14,4.433076704667413,2.52553122894098,0.9059314865491693,0.022890277807731035,Iris-setosa
+15,5.009272524247161,3.153080822635307,4.240027976504276,1.360160943771321,Iris-versicolor
+16,5.249247193006489,3.724736104751117,1.3557729189421859,0.1486735740597854,Iris-setosa
+17,6.150766097095804,2.7231259359649953,4.90584689836076,1.893641722485297,Iris-virginica
+18,4.838884122223362,2.9677979193650543,1.4849668871890738,0.1667432705812844,Iris-setosa
+19,5.396972674854242,3.7262949412743684,1.3219846552477508,0.3017653863284786,Iris-setosa
+20,6.451116481112889,3.372860549424474,5.669239097871069,2.2323855850750247,Iris-virginica
+21,6.745806200410038,3.0282132504021786,4.907717774087885,1.3776668872158282,Iris-versicolor
+22,6.857985977957316,2.350700302800324,4.837324851521549,1.8302801877008599,Iris-virginica
+23,4.785388537430356,3.1161389515783364,1.200479212992168,0.07657486942498448,Iris-versicolor
+24,5.539380082271284,3.98246484601198,1.555328837250901,0.3461656146077858,Iris-setosa
+25,5.548144527458183,2.8683508998548874,4.517909090521275,1.2335443703905438,Iris-versicolor
+26,4.875886490984037,3.7866266227579506,1.5342851518030443,0.24142249024300363,Iris-setosa
+27,4.808841298718377,3.566206533299,1.4135571043945072,0.24567393470266355,Iris-setosa
+28,6.266174707630675,2.9207829337131908,4.956304207143181,1.8824880307257439,Iris-virginica
+29,6.337102867853968,2.711500596056076,5.052149943638207,1.6449912873773724,Iris-virginica
+30,6.512273199435954,2.572017616770445,5.833815961560484,2.1189451924286176,Iris-virginica
+31,6.060600058894625,2.9666890750693424,4.70843501190436,1.4467021750205622,Iris-virginica
+32,7.060964194620544,2.7651401670549216,4.689291802562136,1.6072261124437528,Iris-versicolor
+33,6.202191222942589,2.733855045598728,5.140726698863254,1.8728449687180286,Iris-virginica
+34,5.826171532446037,2.5506779618010675,4.611779308815862,1.2548520933216563,Iris-versicolor
+35,7.276832041747717,3.1815286092422945,6.286758419521101,2.3295950774754957,Iris-virginica
+36,5.858807440828261,3.0993877131519203,4.720883848823146,1.623547133141329,Iris-versicolor
+37,5.799322605711338,3.0998507042721735,4.606115840850385,1.5303070372107561,Iris-versicolor
+38,7.200575213230016,3.1032077786717527,6.344973170810626,2.3193197378685486,Iris-virginica
+39,6.378048580699245,3.246652555828342,5.423886312696823,2.176937039405729,Iris-virginica
+40,6.005323239690799,2.946730964103839,4.120873661628257,1.4084521916055808,Iris-versicolor
+41,6.496967654452552,2.4376159049738035,5.277661401220416,1.7073581906008795,Iris-versicolor
+42,4.898232894178154,2.8569872335078554,4.1263564024839505,1.4360130865850436,Iris-versicolor
+43,6.094655470799315,2.3067176841753425,4.6861121793106735,1.3034458506558328,Iris-versicolor
+44,4.813101321713309,2.9670576741343724,1.2081047919410064,0.156833900570944,Iris-setosa
+45,5.0410205652211895,3.3266693922780752,4.487221786124854,1.4025295518841392,Iris-versicolor
+46,6.495140635819917,3.1113456483388804,4.449635901511427,1.7363711253834984,Iris-versicolor
+47,6.464530668962171,2.7949537725181512,4.615347106563291,1.579503664919672,Iris-versicolor
+48,5.569459756405406,2.723182485358584,4.374054037206829,1.563510835893477,Iris-versicolor
+49,4.7850579779633176,3.5137824529490933,1.3128841404058194,0.17135728317975846,Iris-setosa
+50,6.99480405738782,2.5355510510953714,4.773798404109186,1.788152324143253,Iris-versicolor
+51,4.795846275819416,3.290987430535756,1.4035075939134694,0.22954318446556413,Iris-setosa
+52,5.03138657578658,3.4094434259000646,1.5608860971320286,0.2687035962280013,Iris-setosa
+53,4.867385299517225,2.450815219762789,3.3062542986005736,1.0153211651292082,Iris-versicolor
+54,6.267736990334885,2.842353175358029,4.956018740617464,1.506673852080356,Iris-virginica
+55,5.144695373712995,3.1773847831043893,1.436618925644429,0.2910757785506359,Iris-setosa
+56,6.135825796594906,2.8243185376754316,5.481313785736313,1.6452399897857803,Iris-virginica
+57,6.215442002762533,2.780393957345923,5.373746074632125,1.8655711727770503,Iris-virginica
+58,4.666715895590864,2.927299559315931,1.5286269838333857,0.08391315358987034,Iris-setosa
+59,6.197926418790838,2.7113532434493752,3.8921357844270794,1.1341556254606004,Iris-versicolor
+60,4.7438106975299315,2.6038685077090755,1.281936397277308,0.05768914738635503,Iris-setosa
+61,4.951700747415143,3.374942829172275,1.6611011101695488,0.2961451729442244,Iris-setosa
+62,5.137956888070756,3.6892829059194616,1.4497765319895004,0.368464847947263,Iris-setosa
+63,4.60293696026414,3.2337166541772064,1.4688143039488937,0.16065091651128843,Iris-setosa
+64,4.8176896820193775,2.4971984385823864,4.191297424416067,1.22135319745666,Iris-versicolor
+65,5.141431645508252,3.3493209308653973,1.517212840558576,0.14876087271301852,Iris-setosa
+66,6.236440535104232,2.9226902758177697,5.397480622305438,1.5529168946632506,Iris-virginica
+67,6.70635366263134,3.153251353694597,4.8900211580078174,1.4326488780123907,Iris-versicolor
+68,6.030552483304774,2.6758609831362494,5.249650341636066,1.7410703239687195,Iris-virginica
+69,5.079739027487578,3.7126987078357447,1.5238626372224708,0.2904327039553365,Iris-setosa
+70,5.723997881936408,2.585622508291509,4.170564854896873,1.3954159299926001,Iris-versicolor
+71,6.265290346722365,2.5089914277395953,4.2691690628063474,1.463139020862384,Iris-versicolor
+72,5.127881427417902,3.5156106059501258,1.4870468740349787,0.239515445420016,Iris-setosa
+73,5.665355990842619,2.4870533451152594,3.7987980031538737,1.3405633863689694,Iris-versicolor
+74,5.590607312069972,3.3821122131995316,1.418992046780254,0.23681615565736347,Iris-setosa
+75,6.024669316941965,2.551503173278048,3.620577260257132,1.2002704324703664,Iris-versicolor
+76,6.0441386375369,2.924671159606889,5.678890107466125,2.249797937465866,Iris-virginica
+77,6.797840814025826,3.0687234300018313,5.761008836984844,1.948026959703626,Iris-virginica
+78,6.567335264613872,2.6867921437016737,5.337635691453913,1.801260964102033,Iris-virginica
+79,7.119840873618708,2.9306976369256943,5.757284531268605,2.103688677909023,Iris-virginica
+80,6.294153845845244,2.8449698413249753,5.390885835266406,1.7762225728364205,Iris-virginica
+81,5.857649555526497,2.7800734644090945,4.497634646848492,1.345362245196904,Iris-versicolor
+82,6.208416975328227,2.9800137666444324,4.711013284106111,1.4321916930432028,Iris-versicolor
+83,5.5645458113416755,2.3883250267782903,4.356618102001407,1.3429532977629175,Iris-versicolor
+84,5.319079544361824,3.5789229538203995,1.75156992410988,0.21652103327484967,Iris-setosa
+85,6.383090875891338,2.5955562564194583,4.717051590483663,1.6306318406262326,Iris-versicolor
+86,5.253674841396863,3.4664591037443047,1.5389536921920628,0.2518368002924929,Iris-setosa
+87,7.25888983530678,3.0647712422667848,6.10522625250875,1.9378937462293362,Iris-virginica
+88,4.879069741680383,3.5702107425053162,1.2563873634645322,0.1910954435232696,Iris-setosa
+89,6.168020663333228,2.7202864799607287,4.989355403735946,1.629019329346879,Iris-versicolor
+90,6.707225890975525,3.323447535699489,5.553008103239856,2.1409980697438846,Iris-virginica
+91,4.343518810133937,3.3275778241117258,1.1734397531603422,0.1684353791174786,Iris-setosa
+92,6.449642469448131,3.040093149049466,4.562457046767829,1.3311103332261598,Iris-versicolor
+93,6.190240440384269,2.988827599719081,4.586898649585605,1.6153113440698614,Iris-versicolor
+94,5.088809653427876,2.8906145342011804,1.4366408401810273,0.1186311879006304,Iris-setosa
+95,5.177846885982992,3.1605362498683744,1.4807822429004411,0.2710221963519982,Iris-setosa
+96,6.6434367220107715,2.776155254566103,5.704188403049706,2.0511461281250565,Iris-virginica
+97,4.491698469385655,3.3229245398053293,1.4610471692020854,0.19530807863434463,Iris-setosa
+98,4.52858691177133,2.4302067257189726,4.115859608248497,1.117380412702797,Iris-versicolor
+99,6.976354293812715,2.929771901670384,6.011396286940526,2.342081344922002,Iris-virginica
+100,6.199668290262964,2.946793430211864,5.057947829720206,1.4404783362000442,Iris-virginica
+101,6.414328328645256,2.376072321585971,5.457362713754637,1.498391444759051,Iris-virginica
+102,7.895061795831434,3.095272712743922,6.894083830867381,2.18959245288677,Iris-virginica
+103,5.019305217095753,3.3880682494732666,1.5528619816894906,0.30005638819245517,Iris-setosa
+104,5.0254087277436845,3.550874913849605,1.4530590800386696,0.11811976206591948,Iris-setosa
+105,5.053977957662452,3.195280649209797,1.7637055065529144,0.3352453935911401,Iris-virginica
+106,4.92464018276083,3.3134501336305275,1.403775800132259,0.2749265125545224,Iris-setosa
+107,4.724443794078103,2.94263486775269,1.418613489962628,0.13069436468505272,Iris-setosa
+108,5.165758429685294,2.879654620326452,1.4400929250308745,0.06611694454361877,Iris-setosa
+109,4.778416833681425,3.7021231290075924,1.5753628434214213,0.2477626917249344,Iris-setosa
+110,4.66007678640597,2.731195820988863,1.1649566406814666,0.1335126040431476,Iris-setosa
+111,6.598140155965264,3.1309522826730367,5.349807122884984,2.480240063145332,Iris-virginica
+112,6.955396323802416,3.2102775563311474,5.764723226254977,2.1312362624635393,Iris-virginica
+113,7.162699983418917,3.4850535748908658,6.345885364406509,2.6586058666117576,Iris-virginica
+114,6.895243541290215,2.891679862703209,5.4413965787755725,1.5901021512085027,Iris-virginica
+115,5.6746206690714125,3.2134098047902695,3.5434767946410624,1.1172860767539072,Iris-versicolor
+116,4.941639881607319,3.6938914854171774,1.6405900242477445,0.20497486049238003,Iris-setosa
+117,5.301969950796725,3.835244129773559,1.5428691182243177,0.3100811353183871,Iris-setosa
+118,5.7949768939931054,2.689952268643465,4.715454602884316,1.5441127596561992,Iris-virginica
+119,6.162524144933138,2.6033274522338283,4.392257341032018,1.454296169606042,Iris-versicolor

iris/tvae/3/12/test.csv

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

iris/tvae/3/12/train.csv

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

iris/tvae/3/12/val.csv

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

iris/tvae/3/13/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.036369817034578,3.1762766634560076,4.587387384517067,1.3426703733640577,Iris-versicolor
+1,6.144543140101246,2.9417138611080498,4.3753645353932,1.4395121644111308,Iris-versicolor
+2,6.323787685702078,3.0787241894004937,5.0035181187327895,2.2709439412286248,Iris-virginica
+3,6.324276657726412,2.662144180902503,4.892374887373627,1.6208103330250039,Iris-versicolor
+4,7.015202391982085,2.7390850408565592,5.595838421259277,1.796689818384909,Iris-virginica
+5,5.6814001338342175,3.4044051460088065,1.3306442859646128,0.24716973633443565,Iris-setosa
+6,6.559238626959253,3.0952923169279716,5.223159918693622,2.1517527401613,Iris-virginica
+7,5.711519851185642,2.5984676090588725,4.125530274686719,1.1494532636088626,Iris-versicolor
+8,5.316845597921997,3.6065335868595527,1.4287066017910361,0.24536081302048207,Iris-setosa
+9,6.321123753568466,2.4254706057739766,5.088022608810293,1.6022000480752268,Iris-virginica
+10,4.980874159009463,3.261429528611835,1.4396553305262787,0.2080085622872161,Iris-setosa
+11,6.0780371637146615,2.5820473148162937,4.851865233870137,1.434081562278274,Iris-versicolor
+12,6.262401876938795,3.111469332089652,4.445849894853768,1.494752192926572,Iris-versicolor
+13,4.563840399086186,3.2947909003975084,1.3542766931357562,0.17776151299752818,Iris-setosa
+14,7.678702496917028,2.7938319520493042,6.087636196685022,1.938214897903247,Iris-virginica
+15,6.27499532033739,2.6580481220690606,5.181146025806229,2.0188902558497754,Iris-virginica
+16,4.743259259892202,2.7571728512168043,1.174894051979866,-0.03107781033444207,Iris-setosa
+17,6.640611900361464,2.5934217543145515,5.597736256553643,1.8337437448823029,Iris-virginica
+18,4.834332142311755,3.5425241992538936,1.4598071654872795,0.2713268332120032,Iris-setosa
+19,6.412626072348106,2.808060647418209,5.131153088546338,1.4322419142568374,Iris-versicolor
+20,5.91529818188063,3.2048857527234857,4.584299685342335,1.4861757865513203,Iris-versicolor
+21,5.780879849720893,2.7890059915220875,4.4814093000605615,1.2773656179656014,Iris-versicolor
+22,6.201867911900479,2.551512195548373,5.006267190967572,1.559818605030571,Iris-virginica
+23,5.499100879607686,2.5411291150097846,3.4990587662132704,1.2048016310141159,Iris-versicolor
+24,7.173891658366734,2.522717824324361,6.275986556067257,2.1722252332479046,Iris-virginica
+25,6.813310948973298,2.8634292987946703,4.973596172702463,1.7846625563809273,Iris-versicolor
+26,4.887705079895992,3.8646491009651993,1.3970494838485599,0.22057860390178347,Iris-setosa
+27,5.127406432216606,3.2209161414936704,1.4344307565913545,0.261636822259794,Iris-setosa
+28,5.291813328869927,3.4536829544938135,1.3381377668148178,0.26988408813382897,Iris-setosa
+29,7.11893553346431,2.979033452874381,6.161344926726971,1.6714900655298028,Iris-virginica
+30,4.656979588929139,3.1873628952658586,1.419435220001771,0.19404125296382566,Iris-setosa
+31,4.817084943477848,3.1404204756381073,1.2051608888898369,0.27520542254232555,Iris-setosa
+32,5.384139408308125,2.9972723712644695,4.942551466606866,1.630027914560094,Iris-versicolor
+33,7.073606801923006,3.3436087173708176,6.431718467861663,2.565369670521955,Iris-virginica
+34,7.3228233577277155,2.744787902565881,5.139513035297815,1.9085759779292717,Iris-virginica
+35,5.779320703727069,4.47725514115818,1.7458865161446284,0.30355413719540897,Iris-setosa
+36,6.125303942387913,2.9054026047142387,4.76544342832821,1.4663325770494418,Iris-versicolor
+37,5.124455593273921,3.4312604023934044,1.6043984678476098,0.3840431643916232,Iris-setosa
+38,6.327823695884831,2.9457198013201102,5.478112846243636,1.9902370258294206,Iris-virginica
+39,5.079648369983689,3.465018815300044,1.4316732236690495,0.16077020291782632,Iris-setosa
+40,4.4948958902729705,3.1292763157851486,1.190179054994419,0.17020545626071185,Iris-setosa
+41,6.32037736935785,2.9384139042785042,4.729857180278668,1.57199350828205,Iris-versicolor
+42,5.0754252180097295,3.444389402019665,1.4667772881049175,0.3044634095353229,Iris-setosa
+43,7.419369362184019,2.6886158969289373,6.409746144043528,2.1315608930789187,Iris-virginica
+44,6.935399389369799,2.8948138469857683,4.319282842400962,1.346139376768871,Iris-versicolor
+45,4.5048780140029026,3.195642886405664,1.2794794236383502,0.23266459372819784,Iris-setosa
+46,4.834827279375012,3.160234377564401,1.715176931657279,0.051114304199981225,Iris-setosa
+47,6.313431128999048,2.8444674090860427,4.709396208737917,1.4932602866787126,Iris-versicolor
+48,6.490279070564572,2.895575206674407,4.699046723131123,1.438973519378258,Iris-versicolor
+49,6.2553444319101645,2.657016039189179,4.854920415397533,1.7278562316247326,Iris-virginica
+50,6.372874515303233,2.7626688451719676,5.065139190800112,1.9213962682553156,Iris-virginica
+51,5.9764839595077675,3.2538993896120747,4.8490506224242695,1.3403473156951113,Iris-versicolor
+52,5.202770874304749,3.5421251257243296,1.558196252213743,0.36988847996309304,Iris-setosa
+53,6.105805637466023,2.9522860194576483,4.886450938945429,1.6459583634328283,Iris-virginica
+54,6.6337160229280805,3.1000955209852323,5.1722565814595445,1.8111806617832062,Iris-virginica
+55,6.344905344004484,2.835577326425221,4.793883068948371,1.5920326925396044,Iris-versicolor
+56,5.180705705665444,3.715208527719001,1.3921698526097257,0.1677448870146589,Iris-setosa
+57,4.993937782035691,3.314343479539259,1.3199247164621553,0.34257918710818996,Iris-setosa
+58,6.27136969311571,2.9754633743020733,5.552459795782274,2.4321619718784016,Iris-virginica
+59,6.815623065334917,3.130904278926052,5.348432514429834,1.6571392069986333,Iris-versicolor
+60,5.020784592405714,3.5073344303469236,1.458827373132419,0.22443259619241313,Iris-setosa
+61,5.052155099331813,3.264775412341557,1.5964013583422672,0.265544340140681,Iris-setosa
+62,6.374325452849167,2.9052546491183446,5.802012701365297,2.347788849047239,Iris-virginica
+63,5.196458375979485,3.3779031424812804,1.4847295198869597,0.311471866358454,Iris-setosa
+64,5.8344884851013195,2.601003552058174,4.087171334740857,1.0824922755251012,Iris-versicolor
+65,5.275447253512985,3.3813216054564608,1.5721630094441075,0.2945140567440777,Iris-setosa
+66,4.985485161162733,3.32502742702588,1.2927311775364454,0.19957646745641153,Iris-setosa
+67,4.763319761680277,2.5010169499452113,3.6020265819155313,1.293394086181326,Iris-versicolor
+68,6.8330923598400926,2.9611494775750207,4.9262362146147955,1.6987262443183493,Iris-virginica
+69,5.062965981434769,3.224458600083064,1.5296801872611254,0.1922633730303242,Iris-setosa
+70,6.092438159288971,2.9444155124901554,5.220946338638729,1.8213642963742105,Iris-virginica
+71,4.614742604161437,2.997192956488134,1.3131375673106438,0.06439378930643036,Iris-setosa
+72,4.666222148293985,3.182192627127927,1.3595580901176907,0.047514399517454425,Iris-setosa
+73,5.157259573751977,3.4047996542273893,1.7458874029583906,0.23252540840864236,Iris-setosa
+74,5.974044109768012,2.526231487843682,5.068366834545207,1.5853559767220284,Iris-virginica
+75,4.837744752528966,3.006805745667855,1.1290736171209645,0.18987120605441693,Iris-setosa
+76,7.216322321067373,2.7045363208497775,6.171595007898051,1.7287726687670706,Iris-virginica
+77,5.2851462494453605,3.9633048524244527,1.5077442047342835,0.26102759832463723,Iris-setosa
+78,4.782740319823667,2.983772896760266,1.2526877410103807,0.20575082048553417,Iris-setosa
+79,6.195027875543833,3.156460930550152,4.312534693530203,1.4343618163541363,Iris-versicolor
+80,6.333588292663373,3.0002465503326183,5.3344654351038825,1.5199796592429609,Iris-virginica
+81,5.841870181618215,2.784721022547593,4.637252024544322,1.5131322005691443,Iris-versicolor
+82,6.451799057084221,3.0779628399746866,5.8610091774572854,2.3352026894615743,Iris-virginica
+83,6.1341333915915355,2.949324159511921,4.732504838719999,1.3123805484474214,Iris-versicolor
+84,5.807750852319284,2.508588678514805,4.34762989422477,1.1472682452163308,Iris-versicolor
+85,6.408801395354713,3.6293800167465067,5.158512744891698,1.6569732188185553,Iris-virginica
+86,4.663561502017608,3.2017508597272952,1.3498850657594437,0.1574479374874682,Iris-setosa
+87,4.8974747737928475,2.9991736408031278,1.4046371116475134,0.1973981330337804,Iris-setosa
+88,6.500853872222824,2.6216580464264343,4.830016855062201,1.6252482357701548,Iris-virginica
+89,5.2044075282367706,3.6080963570969056,1.3631515212013894,0.10506563421658535,Iris-setosa
+90,5.491961185438253,2.6291099335081434,3.971915307030419,1.2496419460610213,Iris-versicolor
+91,6.1064544745542575,2.4170105358903267,4.69725472247187,1.8008613959799398,Iris-virginica
+92,5.510862965758271,3.2608759448420854,1.519820787953416,0.21933016391954235,Iris-setosa
+93,5.264733743478256,3.1897939770000643,1.2494759128234216,0.0880760669512935,Iris-setosa
+94,6.698297360372886,2.8650139865260993,4.634630964225348,1.3743224024268736,Iris-versicolor
+95,6.516283297596841,3.0799964266767663,4.69716739827462,1.5792176432668412,Iris-versicolor
+96,6.080201037867708,2.8060605910953087,4.24278440831389,1.2704070717517204,Iris-versicolor
+97,6.932227194274237,3.268199491899214,6.218347794233342,2.003691626364191,Iris-virginica
+98,5.116884268245416,3.253577120858281,1.5821940879912337,0.16079523831294262,Iris-setosa
+99,6.235688979613284,3.143271818402177,5.02154013153701,2.1670307768069677,Iris-virginica
+100,4.687361374990006,2.7814302651522445,1.4829542000106288,0.20218038125446308,Iris-setosa
+101,4.988385314100103,2.0840257840375096,3.6870786348540916,1.1718494881372534,Iris-versicolor
+102,6.646300928356344,3.3010148083305877,5.897833265935537,2.336466115140486,Iris-virginica
+103,6.04698741169275,2.556639051606235,4.787696907583005,1.6483417455416134,Iris-virginica
+104,5.0301232727613465,3.6798571044822723,1.2658517833021632,0.3117094081587049,Iris-setosa
+105,6.1148456862234,2.8218004582607596,4.32862603041173,1.1725527595439658,Iris-versicolor
+106,5.817943109957324,3.1374786864853714,5.091789600029644,2.0304212251347566,Iris-virginica
+107,6.668627819424773,2.6665232578189384,4.947681186575797,1.4817137550335142,Iris-versicolor
+108,6.750963581947705,2.9817479493576036,5.489970056413567,1.9639955539210898,Iris-virginica
+109,5.873553470171179,3.0391843081927554,4.6915685719136375,1.347979724300094,Iris-versicolor
+110,5.151195715503188,3.8419809642070644,1.469315593931226,0.23217138625170036,Iris-setosa
+111,6.994055738016078,2.8969419572825426,5.476066955490088,1.6613914587223062,Iris-virginica
+112,6.48869839217671,3.005940956370668,5.2237354488601015,2.1829324267789794,Iris-virginica
+113,5.8899083659391405,3.4996015935858673,1.5670206777110252,0.24080894133924155,Iris-setosa
+114,5.140977188164169,2.9353750535967773,4.78086132073122,1.935293376800259,Iris-virginica
+115,4.928971250930133,2.690946516609172,1.5507014476220942,0.22939855983735669,Iris-setosa
+116,6.158884816460869,3.183240115724139,4.949980969865279,1.6055013935114124,Iris-versicolor
+117,6.463038701340565,3.1141902368721293,5.449295598381611,1.874009871030055,Iris-virginica
+118,4.8698432832746645,2.967472290791767,1.333207790267981,0.13790803437029947,Iris-setosa
+119,7.130405087513036,3.1100664813175882,5.565410983362696,2.065270878558907,Iris-virginica

iris/tvae/3/13/test.csv

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

iris/tvae/3/13/train.csv

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

iris/tvae/3/13/val.csv

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

iris/tvae/3/14/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.762184087015964,2.918498593264344,5.413420586454079,2.3860776841388134,Iris-virginica
+1,6.171402094858861,2.5168937482488376,4.943181290900504,1.6888089934453658,Iris-virginica
+2,5.847194807785234,2.752102267717426,4.186268765596469,1.2439761526745792,Iris-versicolor
+3,5.137273773237938,3.5779502556864955,1.2154552855993486,0.2544119761879039,Iris-setosa
+4,6.034011260888681,2.3635314513338117,5.664108245898246,1.7450933330795948,Iris-virginica
+5,4.790602202992718,2.6820654677043696,4.446388428916505,1.1371643398048583,Iris-versicolor
+6,5.101006358846608,2.9917538644343185,4.410905431065572,1.1782376258562337,Iris-versicolor
+7,4.821402005820964,2.9534366987684284,4.240046711337769,1.396383269706946,Iris-versicolor
+8,6.348059465643546,2.939969460119453,4.773192913498008,1.7821985340718294,Iris-virginica
+9,5.032052578027157,3.6452312286976203,1.2982271246170534,0.24845877539408712,Iris-setosa
+10,6.460910170886301,2.5008388747764263,4.662870360925185,1.5671088900602514,Iris-versicolor
+11,6.0312744885046286,2.7839482444295234,4.61273350921839,1.340270400930426,Iris-versicolor
+12,6.908596288796942,3.147189980370516,6.038427693321342,2.212188922112959,Iris-virginica
+13,5.2075053061869205,3.237787738289148,1.563540813298202,0.18443631964544255,Iris-setosa
+14,6.708357321547216,2.8481602085682547,5.5948048439033755,1.9974042472200957,Iris-virginica
+15,6.3005220977476695,2.971993904057987,4.457272426410285,1.5435767440293955,Iris-versicolor
+16,6.999031262404003,3.520261743534214,4.559450844312727,1.5870512901934082,Iris-versicolor
+17,6.878616060281046,2.9896132694940385,5.809758296431787,1.9285135643053466,Iris-virginica
+18,5.988582548664068,2.822514596019422,4.912956167111769,1.8005157424324039,Iris-virginica
+19,5.031290078467942,3.7968248263639794,1.3293244002473932,0.29183170795655533,Iris-setosa
+20,6.171141315748869,3.0415248981175687,5.231084825245507,1.767514996628666,Iris-virginica
+21,6.366142936462781,3.445506179509599,4.604046161814548,1.3639888897334602,Iris-versicolor
+22,5.5474524399166505,2.256695171039415,4.028310001455469,1.0149621290226967,Iris-versicolor
+23,5.044888638802394,3.4334381449970923,1.647721685187406,0.1654498075842995,Iris-setosa
+24,6.164707005983549,2.464870861111176,4.627337213941589,2.184614838767442,Iris-virginica
+25,4.778737661306031,3.269159039765374,1.3533186717910894,0.22471266431821674,Iris-setosa
+26,6.245104556511918,2.383911101348853,4.572233818622749,2.065949207606435,Iris-virginica
+27,6.538211792955886,3.2709885509362984,5.776208870333189,2.211933008140056,Iris-virginica
+28,5.995116653296169,2.875063533324288,4.611616095614599,1.5299816885475523,Iris-versicolor
+29,5.177476271152762,3.853168072431182,1.2875882811434525,0.21741527278224568,Iris-setosa
+30,5.954188038367666,2.916706143627059,5.337907669666856,1.4878983659680978,Iris-versicolor
+31,6.392632555056465,2.898110065425192,5.111801250728621,1.8541662308304794,Iris-virginica
+32,7.047383292116373,2.8634465906481723,5.4460782591230465,1.9548345514757015,Iris-virginica
+33,5.1384993879979515,3.3343130480797827,1.5305445517704803,0.25137009485153355,Iris-setosa
+34,4.959858408544798,4.039478416754883,1.5494435303501346,0.2307427636357508,Iris-setosa
+35,6.677986865402706,2.8669471772711623,4.566911623262128,1.6151794261158587,Iris-versicolor
+36,6.019136968543733,3.26498092826866,4.526533601299749,1.5274289997731207,Iris-versicolor
+37,5.2757692214712515,3.0773621163399305,4.582172425381258,1.4564466024937186,Iris-versicolor
+38,4.786127002800288,2.8830973655233767,1.42446015884886,0.18137626123455555,Iris-setosa
+39,6.615510534001816,2.7760977054558627,5.131466598571422,1.6212299188752146,Iris-virginica
+40,6.799892489560455,2.8546520334353405,4.6404921646085375,1.5219499893925899,Iris-versicolor
+41,5.783746623268072,2.754497892747463,3.8795909569071876,1.3450175356981742,Iris-versicolor
+42,5.367153576264232,3.5086932629684005,1.098845154235379,0.1569914366923042,Iris-setosa
+43,4.621999278903135,3.1501420890382463,1.1138318056724392,0.1290731082916289,Iris-setosa
+44,5.06084328503047,3.289860592611481,1.4694051187029917,0.2318919957917259,Iris-setosa
+45,6.368768940299097,2.708755596745628,5.067702649141572,1.8353457986513821,Iris-virginica
+46,7.397820274215112,2.8501249981091368,5.192373716187872,1.6999631389140817,Iris-virginica
+47,6.327261765489806,2.860700774719364,4.2251966710598,1.2264826924667351,Iris-versicolor
+48,6.4459848257426025,2.870566513542162,4.982837248386627,1.318619149306868,Iris-versicolor
+49,5.899347175973953,3.0073746812565814,4.792383563253912,1.918555579214746,Iris-versicolor
+50,4.998021681316471,3.397157168384056,1.4109884654497606,0.24935257277256306,Iris-setosa
+51,6.101568821186384,2.8812745220444564,6.054449862522219,1.8334114305831448,Iris-virginica
+52,6.019726654091886,2.832051014160295,4.170583282860956,1.3260545808432183,Iris-versicolor
+53,4.5135993976070115,2.8032038529172505,1.0142887771896258,0.11695663230250031,Iris-versicolor
+54,4.879052053829983,2.713171602398261,1.5524636936692955,0.18003990932590244,Iris-setosa
+55,4.625680406281159,3.5477214418852676,1.3026267727496843,0.21498438915765966,Iris-setosa
+56,5.670196787980487,3.4469523784600984,1.449959200942032,0.4615694515115969,Iris-setosa
+57,4.913988833423734,3.5750469923126023,1.4507913393187277,0.1681494030891702,Iris-setosa
+58,5.933843000314079,2.674358711675141,5.348991489523883,1.6698853177128454,Iris-virginica
+59,7.100262993720406,2.8160613925882103,5.082140272373291,1.7622120041188702,Iris-virginica
+60,6.579523038581827,2.971288416179595,5.630812400734444,1.891935209856259,Iris-virginica
+61,5.822768595303144,2.7587505756028756,4.469755933430462,1.9823332885293206,Iris-virginica
+62,6.625287264572637,2.722362743678,4.45510189734629,1.3497363092731833,Iris-versicolor
+63,6.5286082941973325,2.8180296299105065,4.765049871329156,1.2926527747104528,Iris-versicolor
+64,5.363245986552186,2.7056662587933182,3.8217171592639763,1.149343069952766,Iris-versicolor
+65,6.375160272380465,2.328848894535897,5.036628087862421,1.3023779971285667,Iris-versicolor
+66,5.114735441062076,2.9689063001251066,4.722087741882064,1.880997920412922,Iris-virginica
+67,5.015492065358586,3.9128318664235398,1.4853503525749352,0.22101541909709105,Iris-setosa
+68,6.863283868875237,2.7299190261987363,5.158784070005966,1.684593873697707,Iris-virginica
+69,5.172767844941295,2.9680455921724938,4.023693690987226,1.3856742188910742,Iris-versicolor
+70,4.982131384055905,2.564056679977322,4.81630101821743,1.5103380978699372,Iris-versicolor
+71,4.4854214031038655,2.5122820448366796,1.2834875472727958,0.16674243281951556,Iris-setosa
+72,5.368046210110593,3.3078369554163847,1.643557342996261,0.2231607044227719,Iris-setosa
+73,6.5053204789514245,2.6615858927010048,5.096146604245423,1.6214866955494578,Iris-virginica
+74,4.844967729461399,3.235415083508757,1.5588213226680758,0.18767481833040384,Iris-setosa
+75,6.723513343768898,3.040459298740074,4.816679229481526,1.417632678942687,Iris-versicolor
+76,6.147142425196785,2.5949538651490407,4.857115418350778,1.6912920951213708,Iris-virginica
+77,5.927916982073771,2.6640277964896484,4.012549803354449,0.9269306521144757,Iris-versicolor
+78,5.163713474784891,3.622859051120308,1.4875648069110956,0.2072964019566298,Iris-setosa
+79,5.898372828714999,2.827163134146793,4.422707366035658,1.3811307474984607,Iris-versicolor
+80,5.042953133231104,2.54720869122051,3.4696934996082662,0.9453110581917187,Iris-versicolor
+81,5.89543684192234,2.9629087435039443,4.198902106183606,1.349775431453888,Iris-versicolor
+82,5.043240120214833,3.5679628357146607,1.2749389753412443,0.21534997651069412,Iris-setosa
+83,4.991816200633244,3.2189542997164065,1.4339962061981941,0.20800468623268964,Iris-setosa
+84,6.704356433000166,3.1252150072112737,5.757321605089345,2.428151630092546,Iris-virginica
+85,5.90612525257604,2.9748378062818963,5.162508830792854,1.995709198955303,Iris-virginica
+86,5.203976559787594,2.89476139343709,4.783072829830579,1.7846077310151855,Iris-virginica
+87,7.220186737944679,3.1535678575609714,5.617701892652747,2.0095334728389864,Iris-virginica
+88,6.124839594887637,2.987971118277663,5.147832228885279,1.686304606053017,Iris-virginica
+89,4.927820152258767,3.197317736981754,4.524271844950053,1.3184946573240712,Iris-versicolor
+90,5.085210524758185,3.6989954961371727,1.3282058485253552,0.1793530872885644,Iris-setosa
+91,6.1700116736020885,2.915839155926292,3.817178709733196,1.1797496016044562,Iris-versicolor
+92,5.719706766638062,2.8488339707743946,4.567700977068188,1.0747974424441886,Iris-versicolor
+93,6.600186972141186,2.8535617484204336,5.239567162913074,1.7075627221813459,Iris-virginica
+94,5.381543210525411,2.7459381843434847,1.2438873046159944,0.16488455836147786,Iris-setosa
+95,4.929477915843683,3.178475583295797,1.3722919661611341,0.18144842638413883,Iris-setosa
+96,6.24856410395115,2.960306436531496,4.796893040994945,1.636191373891144,Iris-versicolor
+97,6.037951040620675,2.499215716743961,3.9769892582289277,1.2711652235790163,Iris-versicolor
+98,4.976405267729494,2.897600028921743,1.5582122487272203,0.30553219326648506,Iris-setosa
+99,5.988071625895004,2.7237792601982367,5.291674380402219,1.9620706010061126,Iris-virginica
+100,6.013659420118096,2.7654336606962397,5.041276749775069,1.8558279306776806,Iris-virginica
+101,7.430945670713193,2.259209607413064,6.417657521161882,1.931371093601899,Iris-virginica
+102,5.268840743894698,3.47885244286878,1.4922150465649315,0.41193489363443614,Iris-setosa
+103,5.133268195823955,2.561648699754457,3.626836299956536,1.3528551613077653,Iris-versicolor
+104,6.301852028990862,2.6269098243518956,4.9698259364436375,1.4955504456131428,Iris-versicolor
+105,6.621758161127483,2.7496979528036674,5.3002152041746315,1.721581852149461,Iris-virginica
+106,4.9286878578819175,3.2356208027754696,1.3041906034180737,0.11356994629865083,Iris-setosa
+107,4.574469984494582,2.5855913868033893,1.3003383471467538,0.08197885334049262,Iris-setosa
+108,4.687746651955457,2.645159463077845,1.2971725382984314,0.08004220180920993,Iris-setosa
+109,5.148486101089983,3.4256098095790186,1.281554253463675,0.1924732175538887,Iris-setosa
+110,5.469620143732511,2.712308033566222,4.007673063444331,1.3188791277405896,Iris-versicolor
+111,6.775011386523596,2.920835744931674,6.102842893419552,1.978657013218948,Iris-virginica
+112,5.05730037846836,3.277786422129695,1.2221606663767752,0.3549979242210401,Iris-setosa
+113,5.016667178858003,2.8418747119560486,4.485077679706607,1.6940104181002613,Iris-versicolor
+114,5.220625477616642,3.9734426239462897,1.2385660375076746,0.1408566399775099,Iris-setosa
+115,6.11824086167269,2.682461262605961,4.7913092492186395,1.6502764994525265,Iris-virginica
+116,6.09207262734144,3.0101277215367035,5.809469586561235,2.0213898295677817,Iris-virginica
+117,6.068187545273589,3.021598253863562,4.856123740272843,1.5197355900227676,Iris-virginica
+118,6.29226811593523,3.11193376786335,5.157028239886277,2.0322507559821297,Iris-virginica
+119,5.256095446290192,2.9317597414177197,4.524873651311785,1.9888301542064493,Iris-virginica

iris/tvae/3/14/test.csv

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

iris/tvae/3/14/train.csv

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

iris/tvae/3/14/val.csv

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

iris/tvae/3/15/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.50657808388988,2.8212064714043783,5.525057521985541,1.6324455706295369,Iris-virginica
+1,6.8057993635522065,2.8564522493916717,5.3292003222649384,1.6887202509500219,Iris-virginica
+2,6.663809184250716,3.1166576463966913,5.47977517013546,2.3252781213421145,Iris-virginica
+3,5.0531465119513115,1.9713117106917022,3.2256898390468027,0.9011021207504879,Iris-versicolor
+4,6.122544464795048,2.9215415397872153,5.099460656931686,1.480734285133913,Iris-versicolor
+5,4.547859608468181,2.8100814546027095,4.630316969099769,1.3494689510571918,Iris-versicolor
+6,5.1983444551112985,2.3290576621033576,3.5854154547435746,0.8333880439941589,Iris-versicolor
+7,5.938153538435564,3.0353093587969724,4.886958205842998,1.4108139082243896,Iris-versicolor
+8,5.095702490734488,2.9693352332905643,1.392060368687954,0.17232886815992743,Iris-setosa
+9,5.0508732477616824,3.6311240026309393,1.2966336058575099,0.29918566741761665,Iris-setosa
+10,5.969375762999054,2.8123384937204134,3.46853418722755,1.3987210110005568,Iris-versicolor
+11,6.532651860651967,2.2019218377054757,4.956592986268051,1.449244470843786,Iris-versicolor
+12,7.532196804172859,3.0571772494613088,5.876843324070462,2.3039091737134276,Iris-virginica
+13,6.06681498909059,2.9238284476137877,4.511556844769127,1.4207763028489926,Iris-versicolor
+14,4.7715280928144415,3.0822225580702947,1.460239202411705,0.14818053834602396,Iris-setosa
+15,5.282400886115786,3.0651727491331995,3.8984358212646453,1.406761713121594,Iris-versicolor
+16,5.860969888901651,2.9186538953332053,4.40404739278076,1.6748087785064223,Iris-versicolor
+17,7.121518254214548,2.8778914206868764,5.04384394082254,1.7496008863723724,Iris-versicolor
+18,5.512306425399542,3.5826005488259574,1.5378548468719178,0.08978352311132048,Iris-setosa
+19,7.640407066882952,2.894019690735529,6.461382634301419,1.865023334327301,Iris-virginica
+20,5.899686279906459,2.619448149610302,4.30663809846688,1.4305311038300477,Iris-versicolor
+21,4.941051044292726,3.110325984790679,1.2213978673050045,0.19948225594600094,Iris-setosa
+22,4.901561447672794,2.9793522010080213,1.2559841065135176,0.1297877945895319,Iris-setosa
+23,5.76881379345739,2.7875229483590758,4.392535854903507,1.7389680860192913,Iris-versicolor
+24,6.9932150051006206,2.870967137434642,6.096249907329401,1.570646786461425,Iris-virginica
+25,4.9209685520947515,2.831195990483751,4.842848743404926,0.2984132337421355,Iris-virginica
+26,4.685000510465085,2.923296677737715,1.3982563283455924,0.14222518997007072,Iris-setosa
+27,5.820607151362522,2.6217633781326772,4.315393185153001,1.2131998177977958,Iris-versicolor
+28,6.6595916104112245,2.5549049666155064,4.73765156779674,1.2900476227033144,Iris-versicolor
+29,4.744998069490246,3.481851563395065,1.294364208307535,0.15525706488734475,Iris-setosa
+30,6.100445909998014,3.0416977766657833,4.617595486568309,2.141375270312443,Iris-virginica
+31,6.347118797104756,2.723359435623701,5.651542287317134,1.379626785702121,Iris-virginica
+32,4.770347990951091,3.221497971744441,1.2741476631478612,1.3176874056983392,Iris-versicolor
+33,4.638544840509208,3.012609952695006,1.2543228626176544,0.18823236788272485,Iris-setosa
+34,5.2529530393262736,3.993612541907491,1.6672048912243829,0.2671176938214483,Iris-setosa
+35,4.878617982148038,3.572462954406857,1.2146570587580696,0.19674619222136405,Iris-setosa
+36,6.540590427706823,3.214552034355067,4.70642594601334,1.41847262418578,Iris-versicolor
+37,6.137403991344904,2.670346359469982,4.628571591346804,1.543239273248001,Iris-virginica
+38,4.657128460673423,3.3035294482218496,1.4712037161924432,0.18363816127160126,Iris-setosa
+39,6.501148965009279,2.867614365338961,4.546999304964913,1.5595228486242991,Iris-virginica
+40,5.277776921812185,3.8228991569386457,1.5037740197272127,0.3950957998279421,Iris-setosa
+41,4.841346898513769,3.0678471011786703,1.4247686584327748,0.18163103003738357,Iris-setosa
+42,6.535393815673675,2.5966801562060917,4.4099036947584445,1.6486199399465764,Iris-versicolor
+43,4.8450854547510165,2.767111876892196,1.7445374048617401,0.17851357306528684,Iris-setosa
+44,6.967157773871426,2.771103431403217,5.651643688700599,2.055180021022033,Iris-virginica
+45,6.355442684476912,2.627146059999882,4.501092533015222,1.7355421970485645,Iris-virginica
+46,5.929042338193796,2.6774602834951033,5.095716465005199,1.9708250323747236,Iris-virginica
+47,4.755903447915449,3.652121409030453,1.475815520204364,0.16859094920112355,Iris-setosa
+48,6.049675442567704,2.8740279082017395,5.082984517818504,1.9535647338023958,Iris-virginica
+49,6.30008369288632,3.0832295859566567,4.302090994263297,1.7116488377077421,Iris-versicolor
+50,5.106544049751897,2.667585340518838,1.1714607327338427,0.09738646518912733,Iris-setosa
+51,6.446447994984238,2.937579901938245,4.1909287260877335,1.135685256141325,Iris-versicolor
+52,6.161166330532176,2.4942856789051326,4.082162173835647,1.3980967750058189,Iris-versicolor
+53,6.80417349809412,2.574480488943523,4.78852341373266,1.2438345244100864,Iris-versicolor
+54,4.614345941302237,3.0939403919116737,1.4836233880264316,0.17251079393702773,Iris-setosa
+55,6.739744075259484,2.8893875026249907,5.302732287303329,1.6171500297129715,Iris-virginica
+56,6.76533395156075,2.642688847347681,5.0078446893333854,1.2837974899335518,Iris-versicolor
+57,4.765697970741335,3.634860631439611,1.2804835551142848,0.1913022659520825,Iris-setosa
+58,6.357674326877331,3.1065730518318153,4.900443550436727,2.1821049404445025,Iris-virginica
+59,6.132883886561414,2.4436774085686332,4.524399752140016,1.0902799471512237,Iris-versicolor
+60,4.546248112057022,2.8030939403461157,1.540225397100229,0.2343201985891177,Iris-setosa
+61,5.832821288744761,3.0825386492560622,5.303138681398789,2.103225327941184,Iris-virginica
+62,5.630611085674165,2.902236537045201,3.7640944006665933,0.8137283471718737,Iris-versicolor
+63,5.0116643925114985,3.8195201876751117,1.583238943917676,0.2827788169105165,Iris-setosa
+64,4.644400263095934,2.8607912831760394,1.3321069400680505,0.3102750660954414,Iris-setosa
+65,6.349263167038144,2.7307778743076185,5.8206007875782815,1.9611688373502272,Iris-virginica
+66,6.895484680982333,2.9699650062773344,5.043199649931689,1.7578172101029428,Iris-virginica
+67,7.065167471803158,2.903672281867505,4.327724235999926,1.6255755076624412,Iris-versicolor
+68,6.379033654385053,2.784998711933937,4.632908596642762,1.1045458540738495,Iris-versicolor
+69,6.325043945107675,3.065674347152111,5.025874876337156,1.785768482698065,Iris-versicolor
+70,5.024254434392276,3.507954614902756,1.3449571055633036,0.3162431604877039,Iris-setosa
+71,5.550737865768549,2.7804427647339622,4.611065562624256,1.6885418060155182,Iris-versicolor
+72,7.000538644984196,3.059932045769885,5.8511566063850164,2.054743899987534,Iris-virginica
+73,6.142074268242076,2.7651360284635085,4.564074374670942,1.5168745863095403,Iris-versicolor
+74,6.162550972961288,2.761642551621819,4.475813931295884,1.4039636855275421,Iris-versicolor
+75,6.048938765330023,3.0910545670048166,4.919853158657,2.1321553244319666,Iris-virginica
+76,4.645819589123601,2.8777922286893185,1.5072042869695645,0.2508062969723827,Iris-setosa
+77,6.848424741871736,3.101993861377566,5.571795686984517,2.0314094110075307,Iris-virginica
+78,6.654947321829402,2.795929028645441,4.072458430145085,1.334234357438956,Iris-versicolor
+79,6.115560962567059,3.2457820959767156,4.303985605855086,1.3101204943082982,Iris-versicolor
+80,6.3452236949455285,2.8870374491605184,5.066116037170966,1.6047373682819106,Iris-virginica
+81,5.165509381182599,3.3218922366691572,1.437306439834328,0.19037208414978474,Iris-setosa
+82,6.1506441360372435,2.9577575882012423,4.691152376348526,1.4909140176042355,Iris-versicolor
+83,5.5346318340279534,1.858561341748411,3.3841893582129545,0.8445123133815546,Iris-versicolor
+84,5.621539254771698,2.733153349879955,3.7421956738829567,1.075598983077911,Iris-versicolor
+85,5.395631891611179,3.0670914614405658,1.2704056633236664,0.18612706278698768,Iris-setosa
+86,4.538113927634422,3.102140115921363,1.1196069704442004,0.16596920436460977,Iris-setosa
+87,5.203007979320741,3.8421858068337773,1.5090968855767468,0.25209388076756,Iris-setosa
+88,6.7226935486280714,3.0564479876827333,5.173713523930521,1.5290917208887749,Iris-virginica
+89,6.040342435752173,2.7444149865527816,4.34259506832395,1.5146021701999843,Iris-versicolor
+90,5.91508176550677,2.6246032784503495,4.473056837775366,1.5638321403120197,Iris-versicolor
+91,6.042143034694016,3.248287206435793,5.065220489006487,2.3771470044080285,Iris-virginica
+92,5.052178628386629,4.257897573838975,1.6992608476720874,0.2327805669126126,Iris-setosa
+93,5.292780896197829,2.925981243787285,3.9559271254873964,1.4266631484116878,Iris-versicolor
+94,6.631753845942193,3.1113298478794364,4.509978058958931,1.4158777850902797,Iris-versicolor
+95,5.145962798988306,3.4264120432925753,1.210488505970492,0.20896680804851891,Iris-setosa
+96,5.939288569727047,3.229021087893037,5.0891796709462085,1.8360094421249145,Iris-virginica
+97,6.130964571097893,2.854342808753902,4.865045176620385,1.5964768913544787,Iris-versicolor
+98,5.161011825394987,3.318214392938052,1.5012547488090826,0.15581796431218065,Iris-setosa
+99,4.7792998952479975,3.413434561829656,1.6371568371672935,0.27867557052869446,Iris-setosa
+100,6.253562448894661,2.873703081850306,5.013050007112622,2.1679242447015654,Iris-virginica
+101,6.112082787084345,2.932973248646244,5.218830236308524,2.1941668028289443,Iris-virginica
+102,6.226742361253162,3.1744149715066983,5.292720980580539,2.139872902731979,Iris-virginica
+103,5.127652926288053,3.3707526642186565,1.395633727068833,0.256529824267246,Iris-setosa
+104,5.866573792101765,2.9363607694713796,5.04186280211426,1.7374802797445428,Iris-virginica
+105,6.8194007840828,2.891693767788622,5.201014339926068,1.7046748372182392,Iris-virginica
+106,7.5303425808829,3.8847609588246494,6.3439458872591565,2.504727892944453,Iris-virginica
+107,5.08456879887249,2.3590698921200666,3.3537072048810366,1.0082501387839975,Iris-versicolor
+108,7.526520755166778,2.708656016117719,4.972057783900436,1.4144323387331061,Iris-versicolor
+109,5.088448054144092,3.193033652930422,1.3807270391606243,0.11799156645259934,Iris-setosa
+110,6.666462433952243,3.0871498234287342,5.770205176009854,2.0473704268414896,Iris-virginica
+111,5.826150796287563,3.5424402991753747,1.3949182667292035,0.2148371295001786,Iris-setosa
+112,5.640274920774591,3.5769362592207816,1.4850991959561786,0.3152822520315535,Iris-setosa
+113,6.492950853761338,3.2324307039828426,5.472663158568093,2.3748752658369785,Iris-virginica
+114,5.564178550953424,2.6403887475466052,5.304772223521219,1.523997225490985,Iris-versicolor
+115,6.253555779104258,2.649331454614447,5.016478222240579,1.8875485846574904,Iris-virginica
+116,5.664085748882467,2.7128835042584756,4.661805192887351,1.415588478185885,Iris-versicolor
+117,5.291385915863885,3.4259385218133516,1.5794310008463355,0.1739087744947289,Iris-setosa
+118,5.078855842928282,3.3662168899023954,1.5391758106015083,0.2270726596544924,Iris-setosa
+119,4.922993083962319,3.7731445542556425,1.5612388033629514,0.23602775774538534,Iris-setosa

iris/tvae/3/15/test.csv

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

iris/tvae/3/15/train.csv

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

iris/tvae/3/15/val.csv

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

iris/tvae/3/16/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.700442636671884,2.7717857456880197,5.377918627322812,2.0237058679655706,Iris-virginica
+1,4.790221941101462,3.178557891261091,1.3140690728599458,0.07852816453392394,Iris-setosa
+2,6.0431942083023475,2.9917332427235275,4.984619408081559,1.929443709041215,Iris-virginica
+3,4.4865629927525905,2.8541024661555126,1.222836692988643,0.07665840532505744,Iris-setosa
+4,5.927305328820855,2.992027040188733,4.337898769080536,1.6004786499492234,Iris-versicolor
+5,6.075569627458717,2.7094806877593762,4.827270700169251,1.5115478885808016,Iris-versicolor
+6,5.514272272555757,2.9438057855069135,4.031374320351112,1.0008827036027237,Iris-versicolor
+7,6.2030685755616215,3.4088655213532784,5.069546354962016,2.140116682165603,Iris-virginica
+8,6.141155304675536,2.7412576419941947,4.901592556348367,1.8908137004398842,Iris-virginica
+9,7.2377160416737265,2.736576847870685,5.3720134470195,1.8249655139630445,Iris-virginica
+10,6.225284518299509,3.4020223982686475,5.021207951807677,1.6840562074388903,Iris-virginica
+11,6.320252898252052,3.188573142892765,5.01609526410659,1.8041934375480533,Iris-virginica
+12,5.901205887399351,3.151744932305015,4.742216896536491,1.620488413699367,Iris-versicolor
+13,4.333275429711939,3.8314866306182647,1.5072876898392353,0.15643009463203378,Iris-setosa
+14,5.808648191195459,2.6204283530213885,4.421093737283328,1.4838418085366607,Iris-versicolor
+15,5.106896356642489,3.0871264635053093,4.339635125856973,1.4341064214290644,Iris-versicolor
+16,5.0620419014508355,3.9660400759945604,1.6300169700562597,0.3528135337474805,Iris-setosa
+17,5.854982605101992,2.454992087701206,5.028748621431536,2.070496431475049,Iris-virginica
+18,5.824984148809359,2.8381091739638022,5.00676717561532,1.749247590358904,Iris-virginica
+19,5.05192383003857,2.971814315610808,1.2941073444654363,0.1599970171770952,Iris-setosa
+20,5.409812187743557,3.3536450783449916,4.483819851975416,1.4002195821771233,Iris-versicolor
+21,5.933418383176707,2.734091081862534,4.3103242293766275,1.4206460047565952,Iris-versicolor
+22,5.818043533955981,3.7867110494243086,1.4928321033511887,0.44399913190374685,Iris-setosa
+23,6.629682963819396,2.585266993939886,4.9201187642448785,1.4572081792063363,Iris-virginica
+24,6.156321172861128,2.927973440272103,4.20826042979232,1.5142476779435425,Iris-versicolor
+25,5.104912124020709,3.723112844874655,1.597370424462439,0.2541878650914022,Iris-setosa
+26,5.776407747510461,3.196921417336079,4.690568637163127,1.4415995101220795,Iris-versicolor
+27,4.482156301888383,2.5761762268836534,1.26401803251038,0.1278601632741499,Iris-setosa
+28,5.352361804168096,3.5027633552641,1.2626308497500887,0.42766126578597463,Iris-setosa
+29,6.278193308277678,2.9765915914111813,4.1970680438614725,1.283424567091027,Iris-versicolor
+30,4.456565556102518,2.720815465407367,1.4799878502099386,0.23738789132128152,Iris-setosa
+31,4.821336097349604,3.6056361505098646,1.3174983539441218,0.20236688654125276,Iris-setosa
+32,7.356400835875392,3.2410677866692126,6.190263535191734,2.069816940593746,Iris-virginica
+33,6.536445971485249,3.0653143885000453,5.481187768855761,2.359568472098075,Iris-virginica
+34,6.1842826171284715,2.7089052352914127,4.286567639319867,1.4653482334920482,Iris-virginica
+35,5.5357307021548054,2.841968339801291,3.954491442646526,1.259473742279384,Iris-versicolor
+36,5.166158015721332,3.164144870653954,4.300227146837384,1.2469589733673225,Iris-versicolor
+37,4.543074011793116,2.799523991844503,1.1752069576504054,0.08808657110033419,Iris-setosa
+38,4.877994463698285,3.513758856716621,1.2032057156415676,0.21381773942756152,Iris-setosa
+39,5.571526393431966,2.921548876519945,4.150863681899191,1.1719534143572419,Iris-versicolor
+40,4.92127098459312,2.82578744696974,1.5449438315218558,0.17192179608303298,Iris-versicolor
+41,6.881310760842746,3.5195665366475852,5.633201529461791,2.082666580456081,Iris-virginica
+42,6.4945250568947035,3.000452750986154,4.9067288845673716,1.7127556108780901,Iris-virginica
+43,6.270980258684284,3.1695783236785005,4.485426586650125,1.1967186071214395,Iris-versicolor
+44,6.65762606797368,2.857761479698321,5.091241487175962,1.670019669094266,Iris-virginica
+45,6.690863399126652,3.0376472442323252,5.4040866710494715,1.846771877964366,Iris-virginica
+46,6.520290096478705,2.7985805547082956,5.127643020927324,2.0231865741459756,Iris-virginica
+47,6.479597565749817,2.8436784193926297,5.354449621319687,2.387308732925648,Iris-virginica
+48,6.142324257040879,3.0572708160075726,4.5040018954385,1.4357573025659822,Iris-versicolor
+49,5.889824287492515,3.108198626034494,3.8442987280478595,1.5212678942596303,Iris-versicolor
+50,6.965577072065007,3.226226325170917,5.991713823983508,2.2119032540910935,Iris-virginica
+51,6.386500486463111,2.5186603534214815,3.6245538369028765,1.2554830873435934,Iris-versicolor
+52,8.001388933632796,2.662967848620169,5.918246378068857,1.975750279730653,Iris-virginica
+53,5.434490980085671,2.4345859673487658,4.4070027861114065,1.2400134418356343,Iris-versicolor
+54,5.535659801187072,3.448506034883235,1.4600512186794834,0.16307496065949711,Iris-setosa
+55,6.0417500509006254,2.9830067194051306,4.918410540444309,1.8077907388071277,Iris-virginica
+56,7.134050802026834,2.930595999411327,6.149114414504351,2.021621952552752,Iris-virginica
+57,6.516126819269841,2.9541198985799317,5.057880068477447,2.0520595126624173,Iris-virginica
+58,5.697534060073892,2.8389021636554084,4.30268580142231,1.3802423860886734,Iris-versicolor
+59,6.5646019902960555,2.5218689229667355,4.926739375555804,1.5882996851795208,Iris-virginica
+60,6.111028346309648,3.232179432387235,4.904704669740015,1.8795602462574204,Iris-virginica
+61,6.871788715319943,3.0906688645355973,5.103154350207973,1.7353966152299969,Iris-virginica
+62,5.396187246481237,2.646054992813866,4.173480876150389,1.1640361401971577,Iris-versicolor
+63,6.033016462918678,2.641030137918258,4.932890352890202,1.9055539484905069,Iris-virginica
+64,6.590155708399107,2.8535578780641835,4.448433129979854,1.3061938027467117,Iris-versicolor
+65,6.58117231906289,2.947624749171745,3.982530358985712,1.1854516948690648,Iris-versicolor
+66,5.612093603092896,3.1338150877459787,4.562721623254296,1.3570142939294207,Iris-versicolor
+67,4.4584243680894335,3.4148874553699096,1.0247698536614511,-0.010727200256134162,Iris-setosa
+68,4.867579820006103,3.4003030449715483,1.28505103405746,0.12695015286377775,Iris-setosa
+69,5.104720474450246,3.4927348469063646,1.224179042620943,0.2267839496602989,Iris-setosa
+70,4.980871847337937,3.0953962819177203,1.460828974347206,0.12677311731354865,Iris-setosa
+71,6.107651862417391,2.4672314546448813,4.886568652707502,1.7476850761365124,Iris-virginica
+72,6.2892265941565295,2.9954247007805,4.968251456137502,1.8124354701592138,Iris-virginica
+73,5.176073669277833,3.0718434150718212,1.5264376608255823,0.3664942061776686,Iris-setosa
+74,5.0942400224229285,3.664640907876433,1.3490389102072724,0.26093409278798546,Iris-setosa
+75,6.173434885949579,2.857790873160003,5.308811625491084,1.9160229665086428,Iris-virginica
+76,5.671557562888572,2.8685800549447706,3.856159992463926,1.2556266869836186,Iris-versicolor
+77,6.332218283756301,3.0410010896608957,5.507792138677944,1.7828857791364658,Iris-virginica
+78,5.1217717024142555,3.4314522038089463,1.4947639647755926,0.21310704030017066,Iris-setosa
+79,7.633165206260736,3.5132710740777036,6.775121627216768,2.378243275223907,Iris-virginica
+80,4.564720771094695,2.9659466145862465,1.2440441771887696,0.15989374663937295,Iris-setosa
+81,6.264249248823033,3.1137337903977267,4.7510777158776465,1.8000172041251108,Iris-virginica
+82,5.019355151605919,3.4132686030108474,1.3608633281126654,0.23974608484829502,Iris-setosa
+83,5.0645984772395405,3.1613440582298056,1.3948923172611574,0.20076130451547128,Iris-setosa
+84,6.552689900334047,3.18513863136046,5.598744074005614,2.277396412231284,Iris-virginica
+85,6.311569064462557,2.963121829458334,5.2042749812575995,1.999149131031385,Iris-virginica
+86,6.103905009824161,3.005522225752877,5.298595697325566,1.8946666928674947,Iris-virginica
+87,6.287371436716117,3.0642067772310346,5.009540036687786,2.1547280492564536,Iris-virginica
+88,5.71842118738904,2.5023765706325123,4.339048885088235,1.1370622639328032,Iris-versicolor
+89,4.991463074874028,3.4447174674864343,1.429709384823714,0.31073095781832893,Iris-setosa
+90,4.899404246885122,3.428911192191951,1.3221835384404226,0.23120926866255925,Iris-setosa
+91,6.966818085729209,3.2154278180888665,5.244628385778762,2.427131061978747,Iris-virginica
+92,6.31460429261255,2.9430904784636454,5.007397673991246,1.6915463175511631,Iris-versicolor
+93,5.980221413255999,2.996791154962683,4.0354561060664285,1.2751669227216742,Iris-versicolor
+94,7.191209384301757,2.87961810018565,5.911388977880117,2.309191584897218,Iris-virginica
+95,6.842019896258168,3.0886158307139837,5.630599918622716,2.2315869519056832,Iris-virginica
+96,5.3951282904731,4.090344343374318,1.4429895709247837,0.3105291491937683,Iris-setosa
+97,8.286235571817212,2.9184081590217295,7.467349330728127,2.629961363835243,Iris-virginica
+98,6.755622132640645,2.7659416432498465,4.515082677996299,1.4988974025513142,Iris-versicolor
+99,4.763550264423632,2.9677016277592996,1.4843879942885345,0.07400948001965607,Iris-setosa
+100,6.060370118127029,2.987224305949476,5.263304833136315,1.9328664157536832,Iris-virginica
+101,6.707993698111343,2.431505581438735,5.339524958184151,1.597729441656236,Iris-virginica
+102,5.55542822021312,3.4479522300841525,1.248517022613353,0.17216885293924625,Iris-setosa
+103,6.216244520957683,3.1068937013713636,4.609834913235659,1.3864602573667724,Iris-versicolor
+104,5.213874661197212,3.6217412212162636,1.4331193762470325,0.3581101515964643,Iris-setosa
+105,6.89460068631754,2.8588184046283227,4.869119308526901,1.2791352349840688,Iris-versicolor
+106,6.416885602730978,2.6134100697857687,5.308746605504245,2.2604147494022033,Iris-virginica
+107,4.729011731745284,3.617820420173124,1.6650199331253521,0.255056910672942,Iris-setosa
+108,6.362678880781584,2.5467032805772396,4.548624029141642,1.7413123226782423,Iris-virginica
+109,7.044239382060298,3.362310016175509,5.726621285688848,2.531681637208024,Iris-virginica
+110,5.669016834392959,2.5918370601002705,4.696989041753188,1.810182620426397,Iris-versicolor
+111,4.503702831908755,3.0966283693968237,1.482734142585958,0.21576474000514304,Iris-setosa
+112,6.133365648647095,2.8879366879223443,4.506996460028193,1.5079980410791098,Iris-versicolor
+113,4.9287248798621635,3.702821917102165,1.6287368057322518,0.16607789041889637,Iris-setosa
+114,6.894837340201484,3.1977526599539545,5.693484918363094,2.022066416477182,Iris-virginica
+115,5.783893740408668,2.6396305324128972,3.7869315447792875,1.2070613806928892,Iris-versicolor
+116,6.3365273291345,2.714364789817526,5.0956577463992,1.912799886645611,Iris-virginica
+117,5.8725462216719215,2.844066034755266,4.9301007769709395,1.834693689277647,Iris-virginica
+118,4.97668996794707,3.4553300712280506,1.4924638070904583,0.26719156108548786,Iris-setosa
+119,4.9919490651199006,3.1185594255451208,4.621746090689163,1.4689701641011066,Iris-versicolor

iris/tvae/3/16/test.csv

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

iris/tvae/3/16/train.csv

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

iris/tvae/3/16/val.csv

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

iris/tvae/3/17/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.161631579534359,2.4179315642811936,4.667486178925385,1.4624467085190047,Iris-versicolor
+1,4.485662577297897,3.1512921003089236,1.325793721804949,0.208771667867549,Iris-setosa
+2,6.711627345261672,3.1550522029946886,4.7450838376877105,1.4527048254889516,Iris-versicolor
+3,5.4978171318275635,2.748317597946623,3.8493752119171174,1.1163314672325102,Iris-versicolor
+4,5.898076227104156,2.9264557702585865,4.477125000434102,1.5885789802817767,Iris-versicolor
+5,5.107643778194965,3.3126043070985864,1.2909204210396847,0.21615325735176444,Iris-setosa
+6,5.893976341283775,3.4781902093324115,4.822267836662877,1.4321671642943994,Iris-versicolor
+7,5.7364679965048975,2.786529781255255,4.5436928507266465,1.2583244159360978,Iris-versicolor
+8,6.723382255763237,2.9782277245972137,5.477085744204068,2.1901490308997507,Iris-virginica
+9,5.006354348053978,3.4380310675633794,1.26773903040128,0.22395858912246394,Iris-setosa
+10,4.958445974083448,2.6798233407973022,1.2699828117569663,0.05356103315798183,Iris-setosa
+11,7.156615658345435,2.998328368736339,5.759729092017951,2.2097584392184353,Iris-virginica
+12,4.766216851230199,3.2723374194717394,1.5948604802399713,0.21983930739420493,Iris-setosa
+13,7.1960445618195665,2.688496272284531,5.821631869754101,1.8079329619120328,Iris-virginica
+14,5.6960435340566296,2.964849570479899,3.908496664736922,1.3691250965083783,Iris-versicolor
+15,4.787068721536768,2.549244623792501,3.4105372480792617,1.182841104349906,Iris-versicolor
+16,6.766378110483437,3.004818995759517,4.596781276469617,1.3307523015320175,Iris-versicolor
+17,6.521677158148137,2.5492112310242643,4.58441441001846,1.6243248459337105,Iris-virginica
+18,5.950329527309266,3.31269201766383,5.156716327829058,2.097903788741414,Iris-virginica
+19,7.42609887412058,2.5343684446128396,6.4330732987735555,2.004450778820772,Iris-virginica
+20,6.924128093244768,2.8584870778994516,5.35435426423821,1.9917679898689609,Iris-virginica
+21,6.657690773072928,2.9409629114293936,4.501038175153133,1.3623786882405158,Iris-versicolor
+22,6.355458948941191,2.568445582934163,4.853265385092649,1.829639978054658,Iris-virginica
+23,6.040588921912403,3.2801086543299354,5.579542080656436,2.0687669313115427,Iris-virginica
+24,6.340377502644003,2.5429127603107915,3.9857238087982836,1.3688205376654967,Iris-versicolor
+25,6.37253475029434,2.73241337379407,4.4575869098303516,1.5193748926301542,Iris-versicolor
+26,6.460796400469978,3.0704619279478313,5.42936612497076,2.1029695808587268,Iris-virginica
+27,7.041214913057332,3.4821477040493836,6.3556136850827025,2.595488823529171,Iris-virginica
+28,6.632094559195931,2.9987336778658795,5.76231440539848,1.8686907942835786,Iris-virginica
+29,5.7446894425546375,2.5737125023072247,3.784463315245536,1.2335735709021987,Iris-versicolor
+30,6.37060223775041,2.9684668197191297,5.19551426349774,2.3443504621709135,Iris-virginica
+31,6.193769961133795,2.8277615726120056,5.159056670972434,1.7258813647108604,Iris-virginica
+32,4.6687939218132355,3.6092453588184945,1.387280300819485,0.17844293531690442,Iris-setosa
+33,7.002378659677132,3.10889099657456,4.640114251924193,1.3147023556473822,Iris-versicolor
+34,5.333280188415266,3.254788954062177,1.567611292155952,0.5323948780488097,Iris-virginica
+35,7.4198718834832675,2.9607518013612713,5.26013175126859,1.7678596706589522,Iris-virginica
+36,6.245662966029319,3.1860964431209675,4.655872059681288,1.7276915678958298,Iris-virginica
+37,5.02370430388922,3.6419672459250267,1.5425031412027055,0.27850349569218785,Iris-setosa
+38,6.3773282200270405,2.820263304170232,5.4666008469374,1.815281838746297,Iris-virginica
+39,4.832031056580168,3.6672467771711004,1.3583428634046413,0.14148479714289752,Iris-setosa
+40,6.213175539421176,2.7654067485257072,4.975933828196252,1.840011419347087,Iris-virginica
+41,7.700446438872509,2.9592411388891056,5.037181463734099,1.8256297210269896,Iris-virginica
+42,6.153577669214687,2.636359920317847,3.555989912336996,1.0643983079507064,Iris-versicolor
+43,5.43725562493802,2.6240011371414784,4.227018575832004,1.5014646389694744,Iris-versicolor
+44,6.168198124826066,3.0369605728633395,4.531631722180807,1.5819526968788833,Iris-versicolor
+45,5.98563667867277,2.9430916489071945,4.63390875409727,1.6590054247849269,Iris-virginica
+46,5.961646177051982,2.26126459582392,4.2019618762665445,1.0174338639525773,Iris-versicolor
+47,6.538360777411075,2.8762503272336257,4.608747424061585,1.5584208741136192,Iris-versicolor
+48,6.19841431768518,3.0709997414878876,4.906345146898721,1.9852057450265492,Iris-virginica
+49,5.920700791871004,3.011240029056182,4.166812314432294,1.4436733027014865,Iris-versicolor
+50,6.510753558678956,2.955620638730441,4.30452301372638,1.589782475649079,Iris-versicolor
+51,5.817756574848132,2.7760948047748824,4.525594665638784,1.1919147306254614,Iris-versicolor
+52,5.036079356345801,3.7849840222693523,1.3942398055370135,0.25818139364867715,Iris-setosa
+53,6.179756100111085,2.9846522528205193,4.35690393649042,1.5769545661858195,Iris-versicolor
+54,5.853195437732102,3.035324206686659,4.446026396790429,1.67109541227069,Iris-versicolor
+55,5.300669077445589,3.318362595948597,1.6017032132515892,0.2891371253498471,Iris-setosa
+56,4.677130927457446,2.971612456343408,1.2828433944993685,0.1238237529456521,Iris-setosa
+57,6.744067515304384,2.9862474351548367,5.281852939536641,2.2676949640744137,Iris-virginica
+58,4.671337097207861,3.046510177509006,1.0304465182269866,0.1343263985192919,Iris-setosa
+59,5.927423996136478,2.553710676268685,4.196239671488223,1.1779346995237396,Iris-versicolor
+60,6.042385804162499,2.5805394246995768,5.1733976354071185,2.061989942071344,Iris-virginica
+61,5.128069707483358,2.848426871019001,4.634714612933688,1.571620586805538,Iris-versicolor
+62,5.9367867634829325,3.2040821172094356,4.647869253441273,1.5751953883549763,Iris-versicolor
+63,6.174752698347538,2.8171863636955257,4.911249493922327,1.3824374837917546,Iris-versicolor
+64,6.39596661051576,3.343317716323715,4.404959085514544,1.3229119913529086,Iris-versicolor
+65,7.005454045714243,2.4631176923646505,5.892552719145646,1.8447811173865403,Iris-virginica
+66,6.539174673250868,2.8679709030325578,4.957204372802114,1.5927152282708834,Iris-virginica
+67,4.954410371644796,3.5634586953630265,1.3523458092248477,0.22091186403520377,Iris-setosa
+68,6.536108073463424,2.5791408183828306,4.186380406835587,1.3582133294121075,Iris-versicolor
+69,6.926943720796594,2.648654504215065,4.962105253964032,1.3497572086567413,Iris-versicolor
+70,4.982520532669873,3.8521814035673336,1.6829633034633813,0.3264450556268791,Iris-setosa
+71,4.52408103157725,3.013020694066859,1.4944833644073354,0.14015292072185614,Iris-setosa
+72,5.659130112390686,2.6571806196698917,3.872036823243424,1.049247139868627,Iris-versicolor
+73,5.092265081470305,3.303440469712178,1.4482938347637353,0.2048284891612348,Iris-setosa
+74,5.4466094200025355,2.2136776500951156,3.69058445241353,1.0825425754785163,Iris-versicolor
+75,6.4746329511248035,3.357650175791201,5.1709724484024635,1.980329251648726,Iris-virginica
+76,5.732016522991761,3.2266291309087376,4.447921762953481,1.4850738866607478,Iris-versicolor
+77,4.705277556629768,2.899342953991135,1.3285635616734353,0.2245116432244397,Iris-setosa
+78,5.771614964212394,3.4478834914489767,1.4430594581262948,0.25264498908190125,Iris-setosa
+79,6.869860921085647,2.8454325906025084,5.369686143349886,1.798912074571257,Iris-virginica
+80,6.051489016403578,3.2653599380412373,4.648139873438158,1.289065258533185,Iris-versicolor
+81,5.419809182417721,4.0199960113399,1.471149872870078,0.5193849118211185,Iris-setosa
+82,4.632466578870759,1.8869366926443527,2.8314534976443433,1.236020156603513,Iris-versicolor
+83,4.854092893598509,2.992482014189906,4.512495983321713,0.07804273695286487,Iris-versicolor
+84,6.630478116083988,2.880820100928799,4.4316937149780955,1.5388930887501935,Iris-versicolor
+85,7.025693966370743,3.4020707684256806,6.160203316760835,1.9601565261815113,Iris-virginica
+86,7.097897613608645,2.577329941780793,5.404525332194127,1.7041820833311083,Iris-virginica
+87,5.421668328933192,2.9649698455446964,4.394519473541385,1.3457218502911596,Iris-versicolor
+88,7.351859363683073,3.22390909327918,5.1397605735738985,1.545456152486205,Iris-versicolor
+89,4.893635606426223,3.2967081261666498,4.435818543625805,1.6976516150410599,Iris-versicolor
+90,5.835965236774202,2.5503947091754084,5.305861640047541,1.8902757812580029,Iris-virginica
+91,4.7120522286128566,2.8306577954968906,1.197225570899771,0.24776310064846524,Iris-setosa
+92,6.696769507454724,3.0006062494476895,4.882732599972858,1.5091734346551504,Iris-versicolor
+93,5.124577734576047,2.8426804045886804,4.368581761479022,1.5636113607630653,Iris-versicolor
+94,6.4315618939178325,2.8677856612486,5.567801587095249,1.7854878101448537,Iris-virginica
+95,4.819740663046636,2.821115361875733,0.9588973807893579,0.0895823498589165,Iris-setosa
+96,7.020460597750336,3.367807542909202,5.600533739224963,2.4689304054659384,Iris-virginica
+97,5.554856977611164,2.481760811218105,4.416931219959599,1.3340024491623332,Iris-versicolor
+98,4.446710895207911,2.3877235019972773,4.074495836816471,0.9938614626538685,Iris-versicolor
+99,7.179708833508974,3.4324816353998817,6.125465964235417,2.5871616741120214,Iris-virginica
+100,6.767645942938527,2.8453532546500924,5.346863960336947,2.047148149114021,Iris-virginica
+101,6.104320290334259,2.906699134682048,4.813845094199436,1.4859634760808356,Iris-versicolor
+102,6.509199024361714,2.909561530466791,5.464541610566098,2.2143658738189247,Iris-virginica
+103,6.680915981780554,2.7828588057011294,4.954334076107593,1.4048545968058748,Iris-virginica
+104,6.237203232297637,3.0454341341907574,4.32994299303824,1.2908210851706072,Iris-versicolor
+105,5.019775203736474,3.4359517590662856,1.227075704170792,0.24086320637947856,Iris-setosa
+106,4.8373914390627055,3.2590650032374247,4.348730806268437,1.2507173919005747,Iris-versicolor
+107,6.032834187244121,2.6002033533422395,4.444139813006492,1.46072479866976,Iris-versicolor
+108,4.3667897312839346,2.994874206012041,1.2792974784736348,0.1524713817007322,Iris-setosa
+109,5.429101553564181,3.0053875405879054,4.871604429318463,1.515964540122817,Iris-versicolor
+110,5.803192153164596,3.3268099511081988,4.435037177802116,1.650973686407544,Iris-versicolor
+111,6.6187968527357155,3.3477816550041304,5.518643931267635,2.1791747576835196,Iris-virginica
+112,4.897974167244854,2.617859409049145,4.39172213357703,1.3976617158355515,Iris-versicolor
+113,5.9867288387074495,2.6635702435667286,4.639785682698151,1.6059985338629974,Iris-virginica
+114,7.128962266251479,2.827165885763382,5.640004090693203,2.0380152053415888,Iris-virginica
+115,6.92141738220665,3.0247257269298293,5.762312555410774,1.7381616260785695,Iris-virginica
+116,6.293331869706158,2.7498995376172664,4.935785884396828,1.9596395828595312,Iris-virginica
+117,5.773864925059867,2.67146970549763,4.242464968332865,1.238592903581259,Iris-versicolor
+118,5.100420804421802,3.611409067735102,1.298449596530895,0.27877312840009916,Iris-setosa
+119,5.156417989094286,3.7193379558375383,1.416607314666533,0.26191559574760015,Iris-setosa

iris/tvae/3/17/test.csv

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

iris/tvae/3/17/train.csv

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

iris/tvae/3/17/val.csv

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

iris/tvae/3/18/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.414735524063513,2.9835878860347083,6.60809296393066,2.051186338470552,Iris-virginica
+1,5.415588451071928,3.7457268469308027,1.3527075498578636,0.3074936916398503,Iris-setosa
+2,6.266695986657122,3.436079704054793,5.765882758770864,2.2864881943766893,Iris-virginica
+3,6.057544187134351,2.587142685310218,4.631913882382063,1.3799819484456517,Iris-versicolor
+4,5.081268626441849,3.217192125664834,1.522342743076317,0.10076131363550447,Iris-setosa
+5,5.172369961759232,3.066578861752307,4.461117310482443,1.7163071055135992,Iris-versicolor
+6,6.321724887246756,2.9862403808297913,3.6289116714697127,1.092242637382387,Iris-versicolor
+7,5.106424074315815,3.0440372084628917,4.681643412240764,1.7891109409852917,Iris-virginica
+8,5.574136177042231,4.000063126012473,1.515565055509919,0.3004230646131875,Iris-setosa
+9,5.926260304811827,2.478377562492165,4.786921890550215,1.7348053229196145,Iris-versicolor
+10,7.229219515620631,2.930433662033025,6.014257456957491,1.6817397045131277,Iris-virginica
+11,6.099293721174459,2.6266405106749295,4.495431274994791,1.5090895606221946,Iris-versicolor
+12,5.632995929705784,2.652983048498132,4.181166853957249,1.226176269101517,Iris-versicolor
+13,5.911950704977253,2.9707700266272465,4.553155102311584,1.5799608010083919,Iris-versicolor
+14,4.6433577705248466,3.018344371610284,4.063289942451932,1.4008249975245333,Iris-versicolor
+15,5.289543581468994,3.8015368793661635,1.525255739679822,0.3591982340301646,Iris-setosa
+16,5.368580530037798,3.2779810958242837,1.3212065540443316,0.1592205421820349,Iris-setosa
+17,5.183380299589327,3.3742031716011494,1.5619531025038278,0.17276273697304384,Iris-setosa
+18,6.5992085319208815,2.92465693542737,5.16491360081932,1.7618547402379496,Iris-virginica
+19,6.0124999638377155,3.315593676098819,4.694094567521965,1.5597824011584402,Iris-versicolor
+20,4.844559038933839,3.2537937202181957,1.4463976551670048,0.210837373378974,Iris-setosa
+21,4.7965778236157846,2.9807098382177926,1.419403688541869,0.2901105414438113,Iris-setosa
+22,6.143829443651524,2.4794763069875643,4.812519896241257,1.319605129750671,Iris-versicolor
+23,5.102951366132186,3.480838273908747,1.386547859684349,0.2088567498859044,Iris-setosa
+24,5.74589066597041,3.127859209819768,4.340690381187006,1.45203433773359,Iris-versicolor
+25,4.564211270577255,3.3174596395874163,1.295267794703809,0.16682790362942695,Iris-setosa
+26,6.519556348569504,2.8493487251979674,5.860331239131071,1.6841776154737433,Iris-virginica
+27,6.1656445699720015,2.404581527713489,5.363329351628357,1.9544471297065595,Iris-virginica
+28,5.087957507293881,3.494506810584095,1.501659671892234,0.2524062120823337,Iris-setosa
+29,5.304521308230363,2.8209524853249426,4.4301785743231346,1.4679375400817714,Iris-versicolor
+30,6.247342473674923,2.8981269373947924,4.227263414622078,1.3003539063419793,Iris-versicolor
+31,5.264367379578299,3.2274044642687403,1.458156475968427,0.403669962499657,Iris-setosa
+32,6.400885512173991,2.8358627306755784,4.533684510305097,1.6959506652965068,Iris-versicolor
+33,6.2750234191167396,2.7245556270855102,3.7574672465399823,1.176254907458335,Iris-versicolor
+34,5.160762175954363,3.6308520085660847,1.5770921568390652,0.17536829630196843,Iris-setosa
+35,5.275803928924421,3.509698422147009,1.3918544437057354,0.4410834666078615,Iris-setosa
+36,4.447642408345009,2.900784445467738,1.043423164878167,0.10648115506162514,Iris-setosa
+37,7.016483723015233,3.167648749171482,6.159037453463926,2.294578804263903,Iris-virginica
+38,5.678285850673671,2.9654817886716165,4.095016711595086,1.3868508898664302,Iris-versicolor
+39,6.159540730491473,3.3863055665006025,4.2064156850259415,1.6265780067010136,Iris-versicolor
+40,7.052199590289437,2.980795455842131,6.117971159863757,2.130859919993867,Iris-virginica
+41,6.368387726524287,2.7800678380013117,4.950028355939161,1.4988247791363996,Iris-virginica
+42,6.211268808561712,2.9579462644217474,4.495602630560514,2.154086345241703,Iris-virginica
+43,6.186987497888704,2.6547110978109663,4.835585614597078,1.960937728120184,Iris-virginica
+44,6.24442245370759,2.770376801570331,4.228578631021874,1.2410032420828867,Iris-versicolor
+45,6.392899647019058,3.3751700697663956,4.607681731566691,1.6791300620141811,Iris-versicolor
+46,5.20684024505648,3.547912843386052,1.3841752325691494,0.1794395536847906,Iris-setosa
+47,4.625382115783773,2.779278770071047,1.281227731518712,0.08855167774234243,Iris-setosa
+48,6.778650037092525,3.192584838856112,5.2188664566254905,2.3197868702431648,Iris-virginica
+49,5.888521674488468,2.812568093408357,4.43883801755059,1.2453879809679806,Iris-versicolor
+50,6.027889624293486,2.798711992683555,4.789636655075328,1.4578564815192563,Iris-versicolor
+51,4.736431408528361,3.3009552387208223,1.2843240015321458,0.22761372536974753,Iris-setosa
+52,6.180211175765438,2.6744828516386745,4.387561029831294,1.2394239957846127,Iris-versicolor
+53,6.304906205771405,2.731817357274808,4.872610481501413,1.6774920988933564,Iris-virginica
+54,5.138322793196384,3.747913627659071,1.5320424745231065,0.28296266708419116,Iris-setosa
+55,5.714814960497118,2.395586666850993,4.489097079375743,1.3086398926282654,Iris-versicolor
+56,4.927632139416424,3.1813257905659205,1.2461743855512308,1.469476969676871,Iris-setosa
+57,6.208307079809818,2.9580497395928136,5.445555467772318,2.2735559014287103,Iris-virginica
+58,6.534269175077648,2.4909642252480206,4.2355596101908475,1.225367070022339,Iris-versicolor
+59,6.576816639086722,3.214727589359024,4.696628075530555,1.6923512899641915,Iris-versicolor
+60,6.739148105005392,3.1652020617876993,5.170302008503448,2.3720847648067283,Iris-virginica
+61,6.795092192684516,3.6245965876231807,5.7052596708842955,2.273528348122141,Iris-virginica
+62,6.4398489697288515,2.7262849243832608,5.131356747379165,1.7951917618399595,Iris-virginica
+63,5.290187091053449,3.51687144010283,1.3004246317581176,0.21537765646397822,Iris-setosa
+64,5.014097218621911,3.6753206969077388,1.4648015159538743,0.24942107806397668,Iris-setosa
+65,4.717291999514715,3.5327101170292368,1.1876701528069278,0.32101188668090636,Iris-setosa
+66,6.221095047923618,3.3528678987064486,5.585153989551305,2.2552652778269158,Iris-virginica
+67,5.003735434386137,3.3304951180924736,1.2871112631707147,0.2939123516400761,Iris-setosa
+68,4.983779991477292,2.5423015484439704,3.3872214008379213,1.1656007443149252,Iris-versicolor
+69,5.8691411944252865,3.0101607257565415,4.554878598174961,1.5080285054956268,Iris-virginica
+70,6.32377516872437,3.2578552379070387,5.046175926613152,1.981338297233068,Iris-virginica
+71,6.286908447743991,3.0112121745165754,5.051661780658879,1.6290428336558098,Iris-virginica
+72,4.869648095918724,3.3908617708147357,1.312470873817777,0.22588125466657086,Iris-setosa
+73,7.481398526979868,3.0479187292230536,4.7928096145603725,1.4910614373867999,Iris-versicolor
+74,4.332425877798132,2.9586406801173206,1.2334994679662072,0.1812435288787787,Iris-setosa
+75,5.293122793860804,3.86879428904662,1.4802852049688762,0.286023578442912,Iris-setosa
+76,4.868626060408886,3.1495724097708377,1.2857203860823097,0.224569131885094,Iris-setosa
+77,5.486902949796788,3.234153448207613,4.60490054682072,1.6384439590079332,Iris-versicolor
+78,5.931307217966834,2.70029011825624,4.428969339180577,1.4837804773718122,Iris-versicolor
+79,5.597798212688932,2.7763682636519906,4.325788992459391,1.3391358970812683,Iris-versicolor
+80,5.912103484071878,4.340376043505013,1.522823659138607,0.4966785013262109,Iris-setosa
+81,4.9384940150122585,3.4885619180939713,1.4280391747490753,0.24581806180314267,Iris-setosa
+82,6.507048889536525,2.902336488818916,4.829643529030318,1.364613535260244,Iris-versicolor
+83,6.460197351108657,2.6204558522763626,5.028465646079268,1.8225210987816003,Iris-virginica
+84,6.514582593167082,2.621773117911083,4.593766984685792,1.2544801862248474,Iris-versicolor
+85,5.112339802399764,4.106509505657378,1.506108363330816,0.2361708213154591,Iris-setosa
+86,5.630152643820669,2.6640377611045714,3.8464203603593394,0.9692453988382466,Iris-versicolor
+87,6.065579455515582,2.853400371035744,5.034640010990333,2.257363096528793,Iris-virginica
+88,5.879827286725491,3.401989564654723,4.4776293059203365,1.4203482308764341,Iris-versicolor
+89,5.947072556623349,3.131087454585388,4.228183758657553,1.5315414604397586,Iris-versicolor
+90,5.030822209060219,3.150105413993279,1.4661074166085988,0.2566729159353062,Iris-setosa
+91,6.103390477672747,3.368221683097078,5.882333518042005,2.519673304833154,Iris-virginica
+92,6.870389117471951,2.6522840335122955,4.692862618761252,1.6611627280162506,Iris-versicolor
+93,5.713956511386311,2.617653414466852,4.0118778765438545,1.3409821354500076,Iris-versicolor
+94,5.288472681617529,3.1717920043281795,4.930106213502513,1.6615621655642245,Iris-versicolor
+95,6.299185893636077,2.9132588139666913,4.801797910708614,1.4328779475955424,Iris-versicolor
+96,5.421390657365723,3.352867583204714,1.0033049376741372,0.15296784938814675,Iris-setosa
+97,5.096410744939941,3.1374819260823257,1.2628621886417342,0.04893048898206881,Iris-setosa
+98,5.812766195826079,2.6819458998109345,4.74520324591279,1.653035963413386,Iris-versicolor
+99,7.02591868942826,3.1917359783239383,5.713275157966821,2.3196859631988973,Iris-virginica
+100,6.0523555198264205,3.3692338384122125,6.239692057134265,2.1444484670646666,Iris-virginica
+101,6.666664409108564,2.7620953484984803,5.1771960593669375,2.2156305947957007,Iris-virginica
+102,6.255669638783183,2.785811727113067,5.004344396268919,1.4517339877111715,Iris-versicolor
+103,6.2322316485840155,2.8664807041318,4.699371422719617,1.5073823795545604,Iris-versicolor
+104,6.0626635930388115,2.881479400916546,5.358293479676243,2.03101121499133,Iris-virginica
+105,5.1882010686589215,3.551183473978478,1.7702640050513827,0.3011611313361209,Iris-setosa
+106,7.05171149907197,3.443837856454897,5.933900140367352,2.2074074950505507,Iris-virginica
+107,5.013746544392821,3.2527324673080082,1.5053507253743241,0.25520650560365155,Iris-setosa
+108,6.706319218013974,2.7159602964962106,4.896248863913043,1.5189532229523548,Iris-versicolor
+109,5.722072034546514,3.664953862710277,1.5245847387396627,0.2005173028516437,Iris-setosa
+110,5.301954343024793,3.5924501553002264,1.5375416142828526,0.284123488714618,Iris-setosa
+111,6.166332256086377,2.348277043582536,4.129546377214245,1.0177317068965408,Iris-versicolor
+112,5.387008164751761,3.1761700537616284,4.141878741209837,1.3359758837228928,Iris-versicolor
+113,4.639019173028454,3.3830428743982646,1.3530040012125455,0.19324534267729146,Iris-setosa
+114,6.624907627529775,3.0516958950372817,3.671326226523491,1.257845411033844,Iris-versicolor
+115,5.7647827175997755,2.7127119363784855,4.25240660326401,1.161653911509247,Iris-versicolor
+116,5.630329268058207,2.8681963731959588,4.238543163285749,1.4325324748122634,Iris-versicolor
+117,6.675173525169555,2.564425249786228,4.118758818057107,1.2045464729489652,Iris-versicolor
+118,7.261666991863363,2.964844603823344,6.5585418887428935,2.1405002398111868,Iris-virginica
+119,6.015207782399773,2.7824903140938932,5.001298089710752,1.0997386974577843,Iris-versicolor

iris/tvae/3/18/test.csv

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

iris/tvae/3/18/train.csv

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

iris/tvae/3/18/val.csv

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

iris/tvae/3/19/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.793002963836503,2.36366536628729,4.165475724636675,1.230154576473278,Iris-versicolor
+1,6.223238925039541,3.1586802511323073,5.01796637853048,1.675609613360922,Iris-virginica
+2,6.196236380762395,2.806854378055908,4.989294618846695,1.3832860239869773,Iris-versicolor
+3,7.678059284488854,2.7493597070937406,6.933403868263845,2.061156249712508,Iris-virginica
+4,6.2686253627374855,2.9216142345196956,5.100881979188182,2.0349577073516727,Iris-virginica
+5,4.536111995322915,2.8118774101589135,1.390340779850985,0.1315615965544249,Iris-setosa
+6,5.250477320803793,3.7337098756797,1.44574451375164,0.3508565025955225,Iris-setosa
+7,5.637058219886755,3.4221955381084563,1.619420766150944,0.3451724733865433,Iris-setosa
+8,5.279393619103839,2.68249465253928,3.980693237659475,1.1597789526823776,Iris-versicolor
+9,4.565978990553179,2.904150000207512,4.068118500318125,1.4872179284475069,Iris-versicolor
+10,6.441758776898406,3.0857666625017734,5.833772568704057,2.1289077512099057,Iris-virginica
+11,6.564668814891488,3.179685375705673,5.3233757346979855,1.754748646954684,Iris-virginica
+12,6.26463246873241,2.7548523123994584,4.561277938530516,1.3873385262922153,Iris-versicolor
+13,4.561395158483066,2.961633015774176,1.3118938233543385,0.16017827682807084,Iris-setosa
+14,5.184028897508351,3.715577256149526,1.5492575443830383,0.2371981802078522,Iris-setosa
+15,4.746842017661825,2.950258816797889,1.2519913496958386,0.14104338466975883,Iris-setosa
+16,4.879084766611559,2.8901390523570023,1.3064073859115826,0.08129935974045496,Iris-setosa
+17,5.019510848604955,3.6266371093189584,1.6578647629605152,0.23638958899542153,Iris-setosa
+18,6.410548663192177,2.8134675057759457,5.067090338146787,1.7010550638749353,Iris-virginica
+19,7.060388693733369,3.1046817621950025,5.942374251341788,2.0771103640537585,Iris-virginica
+20,5.847073925704586,2.8408900478401273,4.31124697415595,1.4296085956972302,Iris-versicolor
+21,7.125688336934311,2.7011961919727563,5.6305484937946835,2.051027187134359,Iris-virginica
+22,7.05383813251681,3.1420450591945706,5.356375078296054,1.5746973087431289,Iris-virginica
+23,7.239396435204484,2.703341501185569,5.899473970125592,1.7362417459180686,Iris-virginica
+24,5.145099963675519,3.145520910035746,4.9589895327595634,1.695561820446224,Iris-virginica
+25,5.914112288272269,2.770898861743274,4.981088502181444,1.8095454050076247,Iris-virginica
+26,6.2490509197330875,3.030698720969953,4.883615158894943,1.3268135160558758,Iris-versicolor
+27,6.084927540642772,2.99884513927565,4.903330207182783,1.4449869726314244,Iris-virginica
+28,7.035526973175337,2.885976759899803,5.868491627911478,2.1181547610374407,Iris-virginica
+29,4.686486533012889,3.2674452035846504,1.0072967153006602,0.333568615935442,Iris-setosa
+30,7.925501839639226,2.770439503174691,5.973948126061637,2.035948174330887,Iris-virginica
+31,6.509761696574134,2.6534862446694674,4.875192690354636,1.815247210895026,Iris-virginica
+32,7.122482322158508,2.8036982301352955,4.589508971947013,1.4149159870562822,Iris-versicolor
+33,7.56914973322646,3.027457161925656,6.036570162757927,2.2055449927918027,Iris-virginica
+34,5.86310603193997,2.7142158148657054,4.397632976335309,1.5029621327922382,Iris-versicolor
+35,5.056829097622041,3.732410217177404,1.4240106241126815,0.22421781162975873,Iris-setosa
+36,7.005777340966625,3.1500641634462285,5.388274223686858,1.6591023082344445,Iris-versicolor
+37,4.4150964804890815,2.481727899089699,1.2240171552760495,0.07048797038805707,Iris-setosa
+38,7.533193505530521,2.8528164912364935,6.254726601519682,1.9815147019385444,Iris-virginica
+39,5.356537936339987,3.3874159010288425,1.5630923214036827,0.31118408090323263,Iris-setosa
+40,5.253568794393134,3.0552473648981584,1.4522047347776998,0.28385707635597135,Iris-setosa
+41,6.387001318910549,2.7235339920571224,3.9745131318708005,1.2324081364044197,Iris-versicolor
+42,7.441021510571914,2.734435887025336,6.08260338865818,1.7101331979820498,Iris-virginica
+43,6.398305341678407,2.5762732547864107,5.118596203608124,1.752727219550839,Iris-virginica
+44,5.956204414825718,2.973869573389517,4.402592264732737,1.4873812215835454,Iris-versicolor
+45,5.982988224216226,3.3452667552295576,5.200967813127878,1.2198411530145559,Iris-versicolor
+46,5.341620747648024,3.5380077839063717,1.6758788974088803,0.40477155892564276,Iris-setosa
+47,4.594607100738453,2.986197589382751,1.25086115904453,0.1518068726481003,Iris-setosa
+48,5.1020165894091125,3.1110835733098203,1.7055192009630034,0.25698476941327364,Iris-setosa
+49,4.831258712897473,3.4904392238889113,1.365432705983002,0.1926384691806493,Iris-setosa
+50,4.807935932306039,2.8243228572643897,1.4264978605881382,0.17236762245211618,Iris-setosa
+51,7.693458366749554,2.401077285930916,6.3942073574931255,1.9471112288330343,Iris-virginica
+52,5.1649631347722975,3.4855266395342355,1.3826585916122403,0.21623922129547912,Iris-setosa
+53,6.558712535212035,2.9190654561748954,4.890250531783184,1.45807231232843,Iris-versicolor
+54,5.968084455401152,3.1737246082742017,5.257230434943116,1.6262551519839954,Iris-virginica
+55,6.793955614447902,2.984815783281393,6.054848555869196,2.1260239037252324,Iris-virginica
+56,6.373821983961659,2.8332831899869775,5.260130977621971,1.629195245600571,Iris-virginica
+57,6.6741051974155035,2.1519302886250653,4.87505565725506,1.5833728541145242,Iris-versicolor
+58,4.404122969198365,3.2478130537556402,1.2838459528719364,0.17919030847073186,Iris-setosa
+59,5.557391547785825,3.5134114866128376,1.3641717256281443,0.2801164925845961,Iris-setosa
+60,4.928046798276827,2.892053449864809,1.3455849346649456,0.16021984131194522,Iris-setosa
+61,6.070167584785843,2.8210753419426053,4.827450073004028,1.5026348262124616,Iris-versicolor
+62,6.887330275263914,3.4264067435472065,6.00410765784658,2.158338195965103,Iris-virginica
+63,5.890972049909501,2.7306789530971716,4.310801107332871,1.4646977011526698,Iris-versicolor
+64,6.810757933280095,2.6351548903057744,4.468386592838695,1.439882116259783,Iris-versicolor
+65,5.504603069979422,3.9615702171424187,1.393427791086347,0.25443049803627316,Iris-setosa
+66,6.339649263130168,2.8097709937398614,4.882064255986756,1.5304658346973468,Iris-versicolor
+67,4.785696651598306,3.3268746026764955,1.208795076767716,1.3856807253058503,Iris-versicolor
+68,6.404599494918026,2.920935524318934,4.710514760388749,1.591152715206375,Iris-versicolor
+69,4.764360262590868,2.248289403875431,3.65852160887904,1.0007618871108819,Iris-versicolor
+70,7.296505840459516,2.8922357983635023,6.267026102511405,1.587668678394403,Iris-virginica
+71,4.9164260148289785,3.0047683794949602,1.2440206405478116,0.10596116252600729,Iris-setosa
+72,5.205382533934444,3.55844292480672,1.5343215918944932,0.29341237125135644,Iris-setosa
+73,7.147834532058375,3.0561641409955356,5.069889479076957,1.7188801696159468,Iris-virginica
+74,4.8179695185438565,2.9922668177620633,4.495268716208992,1.4963530214813137,Iris-versicolor
+75,4.813319928180104,3.245822900762803,1.233095575354188,0.13130601443782727,Iris-setosa
+76,7.230333632435308,3.0711497909946575,6.085593069343508,2.24910012056991,Iris-virginica
+77,6.102382567884595,2.509075657524554,4.797128515773458,1.8892742918139194,Iris-virginica
+78,4.878568878185429,2.829714967533015,1.5130608351560884,0.17238054826699428,Iris-setosa
+79,6.415390793948732,3.411169814602428,5.908014234794205,2.459509131649361,Iris-virginica
+80,6.082712482602438,2.409455960867274,4.088374965144706,1.1513093942325905,Iris-versicolor
+81,6.232712863188652,3.165625789800951,4.6769695238209374,1.4620999847793392,Iris-versicolor
+82,6.239043724249083,2.8717176582334956,4.558136039133887,1.4284459413811808,Iris-versicolor
+83,4.955292673396556,3.1616431325192433,5.034178073223449,1.6265677645581536,Iris-virginica
+84,5.293709380444471,3.778227806165689,1.3434377943123077,0.2835580426969861,Iris-setosa
+85,5.527013447169005,4.202149741236845,1.6466739523595955,0.3820189576167006,Iris-setosa
+86,6.303718121790657,3.257433036579188,4.826453271080766,1.7598758420906655,Iris-versicolor
+87,5.50751597941438,2.97554191750681,4.084320267184103,1.5469457057493532,Iris-versicolor
+88,4.988878763875801,3.7497338119802595,1.6368086559711643,0.25506007986729023,Iris-setosa
+89,6.1208342046401,3.0015037452693254,5.1453685442217365,1.934022832391522,Iris-virginica
+90,5.111589736575281,2.9702260260298474,1.4371282755779913,0.1637314295733252,Iris-setosa
+91,6.141125379573152,2.7234118172634054,4.91982338019591,1.6163059253477534,Iris-virginica
+92,6.017780951169162,2.973303833922671,4.129920752067619,1.1032692895014793,Iris-versicolor
+93,5.88902946263218,3.8647792493688513,1.5399861399078403,0.27718904449762416,Iris-setosa
+94,6.196835091599565,2.923559721472163,4.170832835669841,1.2462564623721932,Iris-versicolor
+95,6.977011191232966,3.295174290613295,5.002741220837624,1.5887039412778816,Iris-versicolor
+96,6.538640098270272,2.921435217429255,5.867780523898361,1.9886190130973849,Iris-virginica
+97,6.8546829783479275,2.6140402110813086,5.38893833624286,1.7150157041755154,Iris-virginica
+98,5.991561744747523,2.43282819806952,3.0979530685403702,0.8991985568419886,Iris-versicolor
+99,5.736054873702872,2.7143780714118186,4.063663570800834,1.5338177914216178,Iris-versicolor
+100,4.8610407340448205,3.5348267894773837,4.812024585585638,1.6465732853474588,Iris-versicolor
+101,4.68712597959756,2.842792402806301,4.041165676811007,1.2394584246228164,Iris-versicolor
+102,5.479511744041541,2.5396612770103117,3.8284521244708207,1.161808010046908,Iris-versicolor
+103,7.25946157354023,2.741428990487179,6.307822187660518,1.9511637566608813,Iris-virginica
+104,6.2580580600142985,3.2881614991272947,5.62876959627142,2.447439603510476,Iris-virginica
+105,5.126929869729812,3.6701602101445694,1.4224929374725566,0.2649501289431433,Iris-setosa
+106,4.6010228972819425,2.2129452852852465,4.042074137559665,1.0231298928948123,Iris-versicolor
+107,5.797728918837099,2.72590358632097,4.891563427309196,1.635757384201389,Iris-versicolor
+108,6.407264100646747,2.8188552167713232,5.108561642985017,1.8107279188795613,Iris-virginica
+109,5.933180828443671,2.9778523700439705,4.847589964028367,1.1940503577059753,Iris-versicolor
+110,5.115857215598324,3.3693895531583755,1.6003161943305055,0.22744641228924473,Iris-setosa
+111,6.171139100278036,2.5464021699140114,5.203561851010775,1.8655818213854778,Iris-virginica
+112,6.0296112966700015,2.631843573237585,4.7533276060437215,1.9457260211478251,Iris-virginica
+113,5.220971572606227,3.4182935223223248,4.8585636213226095,1.5423905077935307,Iris-virginica
+114,6.0422941202046845,2.789259618964876,4.9581711666696355,1.8131761047740467,Iris-virginica
+115,4.859400926233079,3.0551218787775474,1.2821026631705101,0.26606884798167446,Iris-setosa
+116,6.561416667235458,2.8593262761987632,4.486771266040027,1.61498364255167,Iris-versicolor
+117,5.383942110475373,2.915241934051385,1.3335039993699742,0.25987501092097115,Iris-setosa
+118,6.7006813261441325,2.9414991927140406,5.787685002813321,2.013444557855711,Iris-virginica
+119,5.16960379289961,3.775055508231298,1.4400600759871227,0.23216817968345274,Iris-setosa

iris/tvae/3/19/test.csv

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

iris/tvae/3/19/train.csv

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

iris/tvae/3/19/val.csv

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

iris/tvae/3/2/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.9071020100331,2.6891705676380515,4.723701772198309,1.7773606433374487,Iris-versicolor
+1,4.746687353807804,3.102701837747092,1.0896448344266623,0.09016135698572433,Iris-setosa
+2,5.754333155537084,2.7230060257760274,4.994912372034128,1.7206224334306386,Iris-virginica
+3,6.414311278717337,2.958252755116002,4.797366921107668,1.5893440408774706,Iris-virginica
+4,5.732637225429565,3.12915817756628,4.251632503134868,1.4095191682375054,Iris-versicolor
+5,4.531059210983111,3.2056338042605272,1.3701007584796578,0.16170508349096735,Iris-setosa
+6,5.558915275010814,3.9478913308398615,1.381427047822507,0.285082612453462,Iris-setosa
+7,5.027607117250674,2.8367058130627725,4.7698570512405425,1.9207773474853629,Iris-virginica
+8,6.45651746537001,3.1430951528219997,4.9716561002087145,1.4529291062965657,Iris-versicolor
+9,5.918319418412534,2.6035011810690776,4.4965653698603925,1.3325689801931633,Iris-versicolor
+10,5.304188227579654,3.1810130714494087,1.3515620256154126,0.22756095077015953,Iris-setosa
+11,6.541666688715157,2.650634636321399,5.087027046170723,1.6514758493727157,Iris-virginica
+12,4.827908273403367,3.303038279144909,1.4758439059485786,0.29823296474903893,Iris-setosa
+13,6.261844156490121,2.9419798554189085,5.5109394949407005,1.8347249110091113,Iris-virginica
+14,5.355226302651259,3.6015689383121754,1.1904014572411747,0.3470357657693011,Iris-setosa
+15,5.070479798644744,3.277398320730119,4.798169590252096,1.8418766966209867,Iris-virginica
+16,5.088230737874642,2.978902486173312,1.4709619174135442,0.2101671526350073,Iris-setosa
+17,5.145722836395037,3.5824932742992317,1.415735662282335,0.21276274192986055,Iris-setosa
+18,5.189159456099154,3.656950749972289,1.5162276242326878,0.3404384051539442,Iris-setosa
+19,5.528515096280699,2.9751460448561167,5.110708687505736,1.844081835632905,Iris-versicolor
+20,4.6914453802993945,2.731722073472487,1.339229581364972,0.23245638977700608,Iris-setosa
+21,5.324900493900336,3.581282864441102,1.5280373860460796,0.22284671106685858,Iris-setosa
+22,6.438010243290256,2.480647574301849,5.26624839457203,2.08062582909093,Iris-virginica
+23,6.659404278925656,2.3359476615520696,4.139462354269594,1.3311232942656088,Iris-versicolor
+24,5.144708950930657,3.997790898891818,1.3711753243723992,0.18541889375726192,Iris-setosa
+25,6.142219072264638,3.077243527373752,4.591759185825085,1.617599972816953,Iris-versicolor
+26,6.436055245803186,3.352354845677871,4.734933124883099,1.6659599147778,Iris-versicolor
+27,5.529019660446798,2.811313784856897,3.9378463756623203,1.247659765237055,Iris-versicolor
+28,5.9987543112017185,3.1149818900534507,4.73194060449814,1.449082633733557,Iris-versicolor
+29,5.241817508701923,3.4860367017771536,1.2088496784238467,0.3584564567746097,Iris-setosa
+30,4.426387118037497,3.1661151034454784,1.1378882930375724,0.28928798965947783,Iris-setosa
+31,6.886538492401751,2.9556115621098478,4.582007476364781,1.5888722645042375,Iris-versicolor
+32,6.018967384147234,2.930482677412633,5.03259469901629,2.204122469656007,Iris-virginica
+33,5.0878521797434,2.627137650471781,4.7616414842185035,2.2736896170623293,Iris-virginica
+34,4.698943968912121,2.9290918375608794,4.082607837834964,1.5241076112226741,Iris-versicolor
+35,5.195375740221524,2.728055009710771,3.346915411701563,1.3025508268637358,Iris-versicolor
+36,6.353767497773641,3.124050742684049,5.365040183383623,1.9401825448955923,Iris-virginica
+37,5.069093320050798,3.268182322240789,1.6180842783543985,0.25646689178523246,Iris-setosa
+38,6.242525777257376,3.1335790615910613,4.0802718805929405,1.1557140519430171,Iris-versicolor
+39,4.769352194715639,2.7789467976847866,1.235117853226938,0.19666239533514002,Iris-setosa
+40,5.601849783052264,2.597715963147312,4.568547391859377,1.3441522911044637,Iris-versicolor
+41,5.08793693256538,3.5501992492157246,1.2152546437599165,0.3029127149220251,Iris-setosa
+42,5.9658597397557145,2.8815434153446366,4.572977256280488,2.0555261930327915,Iris-virginica
+43,5.756882243809992,2.4772825536277594,4.388534124312582,1.2952897897830828,Iris-versicolor
+44,5.350085051429989,3.4667908328678294,1.4157204947955804,0.24419960687932082,Iris-setosa
+45,5.306907255083289,3.535245212770658,1.4095254063507203,0.08768385819076974,Iris-setosa
+46,5.723576871040746,2.690809945979604,3.9721974467112102,1.1291890036216117,Iris-versicolor
+47,5.87415489378195,2.9138829667528876,3.7115659408424735,1.170543297532725,Iris-versicolor
+48,6.054289580559542,3.7580595525128437,4.980452375837521,2.0526805011302534,Iris-virginica
+49,4.367012519960499,2.5056381101852514,4.019291775133826,1.075074092357922,Iris-versicolor
+50,6.2630259815470986,3.2012830554600624,5.080770025449062,1.9687667418166437,Iris-virginica
+51,5.970128838672419,2.42726511833138,4.453929751344192,1.374575239788673,Iris-versicolor
+52,5.677742033573087,2.9535818033359926,4.7216995889879705,1.4194871645077516,Iris-versicolor
+53,5.772758249594524,2.873255200449943,4.094577084143413,1.189501256437689,Iris-versicolor
+54,4.668135998148764,2.8771082074851058,1.2462670389494108,0.24018351950540065,Iris-setosa
+55,5.132901934282447,3.3586117284766392,1.500387672007574,0.23448433682960085,Iris-setosa
+56,6.050294411554591,2.909212082218268,4.846399801528794,2.1095988566875414,Iris-virginica
+57,4.650600667110591,3.056396838559626,1.297572061702987,0.15542491525501934,Iris-setosa
+58,5.0064448089342335,3.14604625502465,1.391913186792438,0.1494206826161537,Iris-setosa
+59,5.142888107335937,3.9428096841194407,1.4475030341230568,0.21969720233646184,Iris-setosa
+60,4.881306667364758,3.6369186648366396,1.5412131836418093,0.29237998115398406,Iris-setosa
+61,4.689183825140718,3.1868741158134095,1.3351120515490607,0.08462974176269256,Iris-setosa
+62,6.974978310062374,2.9634107727025074,5.660931790742438,2.0096756316986526,Iris-virginica
+63,6.286521139217886,3.0264310674371147,4.781210908705717,1.8671753768757477,Iris-virginica
+64,5.449902224497613,2.9432816003100744,4.073020135557909,1.347064308916714,Iris-versicolor
+65,6.665259126484503,2.958711474359002,5.102710853821555,1.5048090183011718,Iris-virginica
+66,5.983197788222626,2.4970169251570824,4.816150317397473,1.7351966460369763,Iris-virginica
+67,6.709474652650036,3.3143716939760686,5.993849079005121,2.4844941989253986,Iris-virginica
+68,5.830188519846564,2.989907245463072,5.114878420491805,1.539470661454058,Iris-versicolor
+69,6.113907302228515,2.9623403559843604,4.315042846081785,1.412747532023006,Iris-versicolor
+70,5.977738519140562,3.05328123323746,5.061508631851642,1.8748595901618197,Iris-virginica
+71,5.040316025097304,3.2339333068869816,4.148132845695607,1.4698409767695069,Iris-versicolor
+72,6.073791002469157,2.624608748140659,4.35748284457901,1.4915585698346001,Iris-versicolor
+73,4.603173916309194,2.6244168356855644,1.2554400747303984,0.17203481531474257,Iris-setosa
+74,6.116074849710882,2.5133889468062183,4.771296202242122,1.5492015732452142,Iris-virginica
+75,6.162794648269158,3.1372509881644803,3.884496116856088,1.1418240817151442,Iris-versicolor
+76,5.557613008818757,2.9018043938526823,4.715840399058403,1.4970363772916755,Iris-virginica
+77,4.514404844563285,3.0818277425539744,1.241211893378988,0.11040906903056671,Iris-setosa
+78,6.164541378900725,3.063263028279743,4.905119875588455,1.8799634689416078,Iris-virginica
+79,7.02367099043862,3.0515661455877465,5.903392653973164,2.1549906914696444,Iris-virginica
+80,6.665531260011669,2.629921467062483,5.155330609355639,1.7740698836188953,Iris-virginica
+81,6.474028896233012,2.9064290357716303,5.464328697191921,1.5504512622110853,Iris-versicolor
+82,6.056920782753726,2.882711975453457,4.301401801600485,1.2596198498023252,Iris-versicolor
+83,6.954154999619586,3.417737631281941,5.2025059084971526,2.3097366150808343,Iris-virginica
+84,7.154301740922631,3.2817419193432413,6.548698984496313,2.1854846369285217,Iris-virginica
+85,5.077790760415393,2.3565746439633575,4.203719448110688,0.9544568126335787,Iris-versicolor
+86,4.926746404226868,3.193728529455629,1.5143033741305736,0.1492834004887304,Iris-setosa
+87,5.215698833850794,3.631003267327594,1.4560043759101489,0.17108390839736687,Iris-setosa
+88,4.778937228150293,3.268066835837308,1.3783159179061797,0.21378256629047504,Iris-setosa
+89,7.100379728801082,3.2006263874792173,6.149563827447206,2.4281943639432164,Iris-virginica
+90,5.226223416344133,2.559712801446118,4.430239650808677,2.218674740276108,Iris-versicolor
+91,5.195559560942931,3.3945827181497044,1.235891839800324,0.20720860910277428,Iris-setosa
+92,5.088209466045878,3.4897967204818587,1.5452069734078047,0.23952702350339916,Iris-setosa
+93,4.630193577235947,2.6679581836549078,1.2856124140020437,0.18951747485817352,Iris-setosa
+94,6.274978532399236,2.783389361175361,4.802505375509618,1.4339970674099032,Iris-versicolor
+95,6.110656746586757,2.781930590878702,4.911595590682652,1.7976497582903248,Iris-virginica
+96,6.10370469505242,2.831191440687131,4.762051957655964,1.2935278998162065,Iris-versicolor
+97,7.363718322274407,3.243020790385812,6.34243446715168,2.1963216440419364,Iris-virginica
+98,6.125981796195542,3.1645612445449767,4.524555955943375,1.352955911266409,Iris-versicolor
+99,4.941768034198138,3.3501008881179644,1.4749918210458306,0.20790340498198423,Iris-setosa
+100,5.757560502601617,4.066556109076974,1.5501134922480584,0.2984391470801114,Iris-setosa
+101,6.478006105629956,3.2464389779310765,5.198604956202126,1.5187525459273057,Iris-virginica
+102,5.7414865250586615,3.0300183020599043,4.657400176578492,1.6094803474005774,Iris-versicolor
+103,5.955392116099076,2.7648261772493328,4.617219918729111,1.2642572355335502,Iris-versicolor
+104,5.033764280651208,3.3206087329474836,1.6125652396426569,0.33392008836560083,Iris-setosa
+105,5.367228266237546,2.8006825285319428,4.784842409853786,1.4609232758985555,Iris-setosa
+106,5.310978734484004,3.3647830877842235,4.803265116297478,1.3852607067731155,Iris-versicolor
+107,6.687840558380703,3.020285637290065,4.845155968975692,1.23309253968647,Iris-versicolor
+108,6.378010843312471,3.24025427710679,5.445587813743958,2.172862339186435,Iris-virginica
+109,7.438581914156667,3.028377426629034,6.145722915707449,2.0526487350448672,Iris-virginica
+110,4.6476961012593945,2.832545990158363,1.15412528261788,0.08574262447049577,Iris-setosa
+111,4.818169606969458,3.741546459622144,1.4678748782862783,0.2591380568631585,Iris-setosa
+112,4.9960622800165515,3.4223834968574796,1.6610313910063503,0.23780990069525104,Iris-setosa
+113,4.964982705431724,2.212395938340406,3.9494220819160546,1.1046288019823327,Iris-versicolor
+114,5.338760751979519,2.46763211191195,4.035123435600935,1.2958836185620601,Iris-versicolor
+115,4.957285150481166,3.3954686377639667,1.3464988340204653,0.2999331515816809,Iris-setosa
+116,4.411500098219478,2.2293431783691804,0.970664458323929,-0.0016059796943480031,Iris-setosa
+117,4.84593926991015,3.766917904279429,1.4722141391656565,0.10624793821230016,Iris-setosa
+118,7.581003345052064,2.481557006678635,4.96332216509989,1.791859660596726,Iris-virginica
+119,4.215985160568795,2.414225221286977,1.3840002507254208,0.06855192128119061,Iris-setosa

iris/tvae/3/2/test.csv

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