a

iris/tvae/3/0/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.558742512377383,2.8077289542511674,3.8826757233767344,1.2625902958821602,Iris-versicolor
+1,6.446501408894216,3.03316806723807,5.131700366667585,2.107757000455223,Iris-virginica
+2,7.164300570796492,3.2741272236876107,5.726904729981109,2.3470608347955944,Iris-virginica
+3,5.210764886457412,3.8882801538789695,1.307086293971537,0.1728385610420784,Iris-setosa
+4,6.500766541701096,3.0492455458109258,5.032246001873654,2.0100516733875953,Iris-virginica
+5,4.981863899937581,4.018409433526527,1.3575704877319141,0.34022134179642083,Iris-setosa
+6,5.257298473913146,2.603690671571675,3.810406842183114,1.0585604312328794,Iris-versicolor
+7,4.766667933698821,3.24797197166498,1.5254688735909676,0.2133336878751877,Iris-setosa
+8,6.429881926573011,3.0913322613091436,4.878555322663791,1.6402937384182534,Iris-virginica
+9,6.902447702308978,2.9423056697726464,4.66128043133682,1.3182818227811601,Iris-versicolor
+10,6.870758953389527,3.4251580395015164,5.817129810292753,2.3282859135340193,Iris-virginica
+11,6.797642424201465,2.9915401191713955,4.937367107486605,1.4980149622698629,Iris-virginica
+12,6.7463976846198985,3.078986347087616,5.560822649106498,2.3819098845836484,Iris-virginica
+13,5.194944349740209,3.7437995585788078,1.4696889566040132,0.25981048220994446,Iris-setosa
+14,5.619483197522902,2.8067356254805147,4.798933050640492,1.540925660040417,Iris-setosa
+15,5.437053739084725,3.3651287234655007,5.309470011113709,2.101200121301778,Iris-virginica
+16,4.878436766930134,3.2649817885916885,1.4147284427210065,0.23984337751543355,Iris-setosa
+17,6.481245200244025,2.7597560624892106,4.84799199295314,1.4081084729482154,Iris-virginica
+18,7.187028353928538,3.2090850409538345,5.701095047679564,2.264038011956869,Iris-virginica
+19,5.777351638619853,2.87663040020859,4.843245921669731,1.7376737404057556,Iris-versicolor
+20,5.941319022188161,2.519617822152474,5.029646719026538,1.3967839153784842,Iris-virginica
+21,6.263354802124041,2.76290242692835,4.186452433634667,1.263543572996599,Iris-versicolor
+22,5.169207135563656,3.384319138247533,1.317989430771356,0.025295466709784054,Iris-setosa
+23,5.259570737779357,2.8199608793400297,3.63409087028727,0.9611336440761367,Iris-versicolor
+24,4.713930989479592,3.710962200247844,0.7941815304202978,0.16818791222481527,Iris-setosa
+25,6.325765398605283,3.04268712097537,4.721619807593134,1.1565168331109474,Iris-versicolor
+26,6.295681921449342,2.6602528836730084,4.213338721739932,1.069788512806765,Iris-versicolor
+27,6.556597377333789,3.338284147007818,5.490448327875241,2.051710250852362,Iris-virginica
+28,5.855236343302818,2.573158056810782,5.104329227165074,1.7918907337760899,Iris-virginica
+29,5.185799038090304,3.516757117391391,1.5584783216005091,0.24658778341115667,Iris-setosa
+30,5.66261071012647,2.957721479360072,4.72405913016972,1.6083676112984366,Iris-versicolor
+31,6.528630082304284,3.1546392004732993,4.696778433388588,1.7599656736984914,Iris-virginica
+32,7.320813215313926,3.3956230078147307,6.665373560864269,2.175573293231923,Iris-virginica
+33,4.511162774859788,2.949122986876093,1.526848603281939,0.14620921809299936,Iris-setosa
+34,6.618424134410416,3.2524404336871235,5.515182674200757,2.285260525697766,Iris-virginica
+35,6.530927122335109,2.934676299491731,5.0038518359899795,1.7075207933280554,Iris-virginica
+36,6.375144183455979,2.983251763665113,5.003673803875628,1.8339810365796967,Iris-virginica
+37,5.423464559134612,3.1516686827482503,5.113666806937705,2.131813154100023,Iris-virginica
+38,6.127485947750707,2.8845573618600446,4.236377309660164,1.6953798545543697,Iris-versicolor
+39,5.240519065186385,3.4625643274844005,1.8860431396426696,0.49880152993478183,Iris-setosa
+40,6.917173316805769,2.850609909756549,5.585894297418295,1.6573504330605033,Iris-virginica
+41,6.723079039895219,3.8537478196132655,5.730772112887425,1.8648297926775619,Iris-virginica
+42,5.6165923126917345,3.0743986675681,4.554626252720344,1.6863759297528746,Iris-versicolor
+43,5.957019230851797,2.5518147707471646,4.235893459732909,1.1532118381073264,Iris-versicolor
+44,6.457317383972447,3.0655932466493483,5.673631514855258,2.0763728913229045,Iris-virginica
+45,6.320027025639191,3.0458933489323683,4.634781531921639,1.3801687683944044,Iris-versicolor
+46,6.5260873634852405,2.8262090623636866,4.715416066103404,1.6542760760997308,Iris-versicolor
+47,7.079280337960869,2.5746624168569996,6.013082460551482,1.84128251776656,Iris-virginica
+48,4.49379579938404,3.399426909355745,1.284241290756417,0.14452599349026163,Iris-setosa
+49,4.544182428760837,3.042191874476142,1.5726345361011844,0.13855019294484494,Iris-setosa
+50,5.965804908517986,2.725589230233209,4.7688946265313925,1.4107318614660511,Iris-virginica
+51,4.989985768310952,3.29573283158688,1.2271617990110146,0.24692223469824937,Iris-setosa
+52,6.523007961960922,3.8279590811836455,6.187036280159546,2.394006972752053,Iris-virginica
+53,5.912112509836525,3.1554533360297587,5.02156753157521,2.0070567281594345,Iris-virginica
+54,5.320085864089915,2.179394643317662,3.6029294027833103,1.178808168749781,Iris-versicolor
+55,5.227162894208412,3.691358984606306,1.6477682796290105,0.3469824390944122,Iris-setosa
+56,6.129350955928297,2.753820200099044,4.986894362894353,1.9184090949242747,Iris-virginica
+57,5.941398275506878,2.708372835955714,5.409077084574897,1.7799031239302445,Iris-virginica
+58,6.218499423428656,2.7141636102231455,5.173993034562406,1.8882590594221504,Iris-virginica
+59,6.560912549743727,2.959857579367508,5.197949455889419,1.895933687758371,Iris-virginica
+60,5.07293642535813,3.4867819190784965,1.3857059066513544,0.31427092172314397,Iris-setosa
+61,6.630565773496765,2.63197745266884,4.9247012775884595,1.435015126999102,Iris-versicolor
+62,6.087179544798522,2.714568580477622,4.012241184536882,0.9024350331452139,Iris-versicolor
+63,4.937705483211515,3.0223262805177886,1.4321354207128092,0.21338496538726065,Iris-setosa
+64,6.686968907657926,3.208889253202931,5.613220058160507,2.1721028152804207,Iris-virginica
+65,4.626037315790101,2.7421428003372004,1.38372645540377,0.21575601276479417,Iris-setosa
+66,7.047031383498893,2.7051631118641475,5.664852064863908,1.9181883351736908,Iris-virginica
+67,6.030226015427468,2.941157963043988,4.405227363977507,1.08203234563456,Iris-versicolor
+68,5.667863138792576,2.732851308737089,4.365876407339351,1.1633562637015666,Iris-versicolor
+69,6.301681897946742,3.114771471636882,4.3803667704020555,1.2953474338339246,Iris-versicolor
+70,5.804271755538728,2.6462943819026394,4.373401398045138,1.3104792208157139,Iris-versicolor
+71,4.890644638712263,3.664666359583423,1.6796560037992259,0.23136428754322633,Iris-setosa
+72,6.388138524915963,2.6388500392895646,4.4659798982952275,1.578512287321828,Iris-versicolor
+73,6.531726503452052,2.834574654957417,4.700559241078745,1.5622501252551537,Iris-versicolor
+74,4.863719631511571,3.1480964786096375,1.45125556618232,0.20455937835341775,Iris-setosa
+75,5.558843438828498,2.4784454042577115,3.527520347352757,0.9819835666760258,Iris-versicolor
+76,6.115230516783558,3.144344661061669,4.882430659019065,1.849369632976601,Iris-virginica
+77,7.435579901743881,3.6231704726582254,6.3821779024768,2.2772968427338416,Iris-virginica
+78,6.619621131341541,3.541953825927432,5.600881631703704,2.34550072890916,Iris-virginica
+79,5.629490497462843,3.0353910022480353,4.294920445934584,1.285407884972364,Iris-versicolor
+80,5.576110098823405,2.7023600298208916,4.402625268258886,1.5496208481497202,Iris-versicolor
+81,6.826010419689036,3.0492719333753135,5.202629003599601,1.925227774475213,Iris-virginica
+82,5.84879529330956,3.0062433497421504,4.481028028846932,1.435145541711052,Iris-versicolor
+83,5.947149326682992,3.0359573081033857,4.217591603165899,1.3692916021397368,Iris-versicolor
+84,6.7222626318708265,3.5502011672198854,5.247783191350462,2.375400271109169,Iris-virginica
+85,5.150838704686273,3.8510872435970107,1.2053052709592358,0.11726158123827163,Iris-setosa
+86,5.985634981100772,2.890212560876431,4.252685665237075,1.344958480675744,Iris-versicolor
+87,6.678965365483273,2.789786379374236,5.831958712598941,1.6153016692345368,Iris-virginica
+88,5.294291513928071,2.6598746385656304,4.08807129056569,1.1799358609770527,Iris-versicolor
+89,6.572054931864972,2.9766008951644247,4.871559202643498,1.4133614532730803,Iris-versicolor
+90,7.311762874463534,3.1290716038998876,6.249584765004473,1.7155107775649514,Iris-virginica
+91,6.7850788463663125,3.0504380255817978,5.064990294352171,1.9766041548861522,Iris-virginica
+92,4.735299361007727,3.142475497026892,1.5411724867306322,0.2485414064448329,Iris-setosa
+93,7.558897798583267,3.544061888628657,5.655677235822171,2.266973816023385,Iris-virginica
+94,5.9065866006467065,2.855515284995122,3.7557459721845294,1.3756821509837922,Iris-versicolor
+95,6.383063167900131,2.652311854341786,4.871090029935783,1.809877625927666,Iris-versicolor
+96,7.138975250540724,3.008853949603012,4.185538396428084,1.2730554703055827,Iris-versicolor
+97,5.762272336120981,3.6877281112032922,1.4851236507799013,0.06919290028008063,Iris-setosa
+98,6.635828653524041,3.102479890117039,4.846681396656795,1.5015840522626358,Iris-versicolor
+99,5.828256104890357,2.8549351896575565,5.752498910643124,1.6886365467593394,Iris-virginica
+100,5.312813298628793,3.4125232143946307,1.694370646186524,0.2900571312250066,Iris-setosa
+101,5.411903072041399,3.4102519333290475,1.5981156378360222,0.2836624717338958,Iris-setosa
+102,6.32211800720169,2.8299560499859004,5.18989525402616,1.7077446860814829,Iris-virginica
+103,4.726325604261259,3.3266574787610548,1.156775253659123,0.15084449880130968,Iris-setosa
+104,6.385856641836332,2.8158731783768904,5.20389023359282,1.9011455253976963,Iris-virginica
+105,6.50021702149385,2.791328006783756,4.5163621888055765,1.8314434924247656,Iris-versicolor
+106,5.729801726751015,2.923454566207712,4.064393183816357,1.0952594836713145,Iris-versicolor
+107,4.776011229795577,3.589099113918773,1.5237111481052217,0.1804445614977046,Iris-setosa
+108,6.6689731079756225,2.7993851433155164,4.39361248642822,0.9635677194112097,Iris-versicolor
+109,6.401300526739806,2.7133732437969242,5.938543231468915,1.6912696502562004,Iris-virginica
+110,4.813119140772081,3.0765557148601044,1.307416744703688,0.04727544015041879,Iris-setosa
+111,7.234424347918849,2.922977499559757,5.437289671781399,1.921052494805892,Iris-virginica
+112,5.9985379320804855,2.6181968617909632,4.150489105968392,1.087587508325936,Iris-versicolor
+113,7.0997185250872645,3.0317371833442652,4.518091125787722,1.2719097431882564,Iris-versicolor
+114,5.2847163697760715,3.3756855838833957,1.5778369389962446,0.5028390096459221,Iris-setosa
+115,6.976816761447244,3.283944056937471,5.525823450549395,2.4133660954933913,Iris-virginica
+116,5.275782193785103,2.756050679719465,0.9566566256305767,0.1754391623048692,Iris-setosa
+117,5.725278988608452,2.5973331818639247,4.722378226480056,1.6446957116504486,Iris-virginica
+118,6.971505489475691,3.026651379855249,5.695388037894142,2.0980897638794413,Iris-virginica
+119,7.130763185144347,3.673618514555984,5.887973363971468,2.538489578824171,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
+0,7.466243829788087,3.210146076738481,5.736168566043733,2.170038895211481,Iris-virginica
+1,4.726455446427342,3.1043054356616078,1.4561136198611884,0.2836320277613628,Iris-setosa
+2,5.051853129272493,3.875565825661894,1.43926405341163,0.13788770142538342,Iris-setosa
+3,4.51431909488855,3.3687776280734933,1.3028590944025948,0.22401034910535458,Iris-setosa
+4,6.800895932470574,2.7464397022728813,5.336256220063041,2.0164133251667455,Iris-virginica
+5,5.919133156993605,3.2177811960506593,5.296036467791939,2.032328509394477,Iris-virginica
+6,7.980099064704287,3.2362162571308515,6.535169471076226,2.085526128594958,Iris-virginica
+7,6.137704204549636,2.836028395628657,5.2934780532299035,1.2058055318075094,Iris-versicolor
+8,4.7840712746001515,2.930698894548512,1.6910222092598501,0.29650724922157573,Iris-setosa
+9,5.5281017424276016,3.8578319730125883,1.519381838786141,0.31057135671162023,Iris-setosa
+10,6.649118785508103,2.9378028977241164,5.252518984458088,1.916785189793967,Iris-virginica
+11,5.246826340252791,3.74007385314023,1.2815361494980442,0.16552804926345385,Iris-setosa
+12,6.781994051074504,2.8559081496740206,3.991839972241185,1.4183219550627786,Iris-versicolor
+13,5.499637329498904,2.8859798063391975,4.856293708517641,1.3859212416561106,Iris-versicolor
+14,4.715382331042865,2.841414837481981,1.3467725234853922,0.3257403409487303,Iris-setosa
+15,5.560056720031495,2.8792929064313695,4.598883506950929,1.8139784386748732,Iris-virginica
+16,4.585398115406987,3.006208791360333,1.558641681367117,0.3161380788472224,Iris-setosa
+17,5.8064210868162425,2.7545269046725673,4.429240105871609,1.2040848255915209,Iris-versicolor
+18,5.07877727889961,3.608665807420521,1.6996593192635006,0.27355728720230554,Iris-setosa
+19,6.5736558282960935,3.035900977490353,5.055142165508141,1.8147600254466318,Iris-virginica
+20,4.84951177979241,3.3369329232645826,1.54830599405347,0.30502217282520516,Iris-setosa
+21,5.596201585965264,2.6812904326236975,4.001876493215368,1.3707660892535956,Iris-versicolor
+22,5.154585221817146,2.688807612811362,3.4538052450607095,0.7601374926929377,Iris-versicolor
+23,6.938907002407898,3.217004390746585,5.628359273887147,2.2007969831068266,Iris-virginica
+24,5.245828494517036,3.5313671668914326,1.6454831772372085,0.4216928089546504,Iris-setosa
+25,6.178148117140423,3.052428813030633,4.925201177989021,1.4864758705013508,Iris-versicolor
+26,5.553819354601369,2.3344734238206,3.455869348666177,0.8231467982707037,Iris-versicolor
+27,5.31975260132985,2.5020976855902926,3.7708863600815254,1.031065508293497,Iris-versicolor
+28,6.572161513761967,3.080483470674311,4.774883177918123,1.3429720855526264,Iris-versicolor
+29,4.664311167088929,3.5142723799338107,1.057842695358771,0.15620517632292005,Iris-setosa
+30,6.575866180145683,3.0585855730892977,4.890004792604789,1.2596404106171217,Iris-versicolor
+31,6.272853332998874,2.4934217179552856,5.6131327581274295,2.1773000399633573,Iris-virginica
+32,5.704818377007497,3.0319354794236975,4.6549359944859985,1.433915496142205,Iris-versicolor
+33,6.417714928256961,3.195586740661884,5.647459888144458,1.7971145467811027,Iris-virginica
+34,6.502203422908815,3.0987389808117616,4.167826363831626,1.1145546405603541,Iris-versicolor
+35,5.360550238841983,2.7414782872716286,4.23646101702296,1.5339105086379288,Iris-versicolor
+36,6.610509145209282,3.09822316256603,5.336771182378125,1.801229822571898,Iris-virginica
+37,7.026755872217878,3.3137747643912836,6.136488755902883,2.426875442234536,Iris-virginica
+38,7.231169822051701,2.8778371521964656,5.097807089678819,1.6741458294074647,Iris-virginica
+39,4.643135658951813,2.8383589484089913,1.5645874112792397,0.3180540021572254,Iris-setosa
+40,4.4417846022453595,2.6983640254447248,1.2343721171355264,0.0944453268522269,Iris-setosa
+41,5.177983919940329,2.958139212594007,4.93556821262509,1.9721091123774295,Iris-virginica
+42,6.28876003364069,2.6151101681968387,4.608561212994677,1.4142409847062587,Iris-versicolor
+43,5.188530543270223,3.4345434493181703,1.6683846946107432,0.3039964940676344,Iris-setosa
+44,6.141103251125466,2.7457918121466443,4.409887504564938,1.2788648178815838,Iris-versicolor
+45,6.359753372939647,2.9862664192230435,4.2541254076178285,1.1850682562346255,Iris-versicolor
+46,5.505908578705584,2.9441686559390514,4.3810924756212115,1.0937658128964425,Iris-versicolor
+47,6.567803480772854,2.9907591526243866,4.8017679728884595,1.4884436186915795,Iris-virginica
+48,6.222080146781454,3.1474681047657547,3.8418337205476587,1.3098329047028479,Iris-versicolor
+49,5.441638579700096,2.274954572743062,4.1526580675917675,1.3585260321190604,Iris-versicolor
+50,6.987340124278875,2.985383854209863,5.73029551626033,1.963696574189878,Iris-virginica
+51,5.707447248825954,2.937961806008281,4.2617813422608375,1.6135695269811532,Iris-versicolor
+52,6.07570260440476,3.4338312834548925,5.210991093393069,2.065973851705671,Iris-virginica
+53,5.469012989747506,2.6226611679520975,2.624681292596944,1.106114844677257,Iris-versicolor
+54,6.21853983959931,3.1040547175107416,4.967866252823748,1.4936851952827408,Iris-virginica
+55,4.704383339942579,3.1234526539135987,1.4500982989091384,0.07361115545297997,Iris-setosa
+56,5.729984602619268,3.175728288108594,4.271729183332834,1.1778675708082273,Iris-versicolor
+57,6.050127249671883,2.875745122301484,4.448643479003075,1.452449483227543,Iris-versicolor
+58,6.354117509982476,2.804697749109448,4.494575024872253,1.4596838173415356,Iris-versicolor
+59,5.49400370124088,2.784155856042296,4.345716512144014,1.0038159786978404,Iris-versicolor
+60,4.431121470206541,2.5375171422832388,1.5376876887914113,0.1879222054106589,Iris-setosa
+61,6.587169631608933,3.5893518657763903,5.456891995709672,2.6675381544943897,Iris-virginica
+62,6.901222830032968,3.204733329053736,5.315451209830818,2.226784900329371,Iris-virginica
+63,5.532287093299509,3.1328333001683264,4.13660512127167,1.2691600556355402,Iris-versicolor
+64,7.0809413721274845,2.9056031910974887,5.840986342792597,2.217755754006409,Iris-virginica
+65,4.75318267773561,2.918728691393346,1.5924183469879587,0.23701104745279522,Iris-setosa
+66,6.87459575248152,3.1541708287861945,5.526785511036076,2.0789358089056758,Iris-virginica
+67,5.425283702067212,3.8589830225546815,1.3857229775199105,0.2999556000277957,Iris-setosa
+68,4.97621504611817,3.194065522316719,1.5620303600155527,0.2384969656125831,Iris-setosa
+69,4.584459509272234,3.2235912802456506,1.4256511867983648,0.17154313695752169,Iris-setosa
+70,5.5592367444628445,3.774783515962137,5.676220539198808,2.228240721876584,Iris-virginica
+71,5.732943221092624,2.779030283824899,4.05474041530608,1.243249833283548,Iris-versicolor
+72,6.643187226142388,3.4843795843187597,5.71630940114143,2.346575073147533,Iris-virginica
+73,6.5995995672764645,3.213550718638147,5.086139521036383,1.9992239589273795,Iris-virginica
+74,5.842215829021044,4.001104769581692,2.091638508796496,0.4908049391574697,Iris-setosa
+75,5.518461215547852,2.5999465102174417,5.573497861584478,1.641201278324221,Iris-virginica
+76,6.299980079053575,3.046192986108553,4.386347022847843,1.3390548349179194,Iris-versicolor
+77,5.150877553294705,3.3154877773096643,1.5691301325100473,0.4177819976832381,Iris-setosa
+78,5.65114109704533,4.228126904134435,1.670461586920615,0.46154824973743386,Iris-setosa
+79,4.745591316074372,3.165549861912571,1.3407536475211153,0.32069990863672426,Iris-setosa
+80,6.837081120133508,2.8954490028432325,5.680177847293264,1.9477219533851047,Iris-virginica
+81,7.215829648068004,2.9802488594463963,5.428715322625774,1.4927997339333943,Iris-virginica
+82,5.09420331287733,3.5498116583718655,1.492303438095334,0.16360902373176256,Iris-setosa
+83,7.204523740473775,3.4536385525752986,5.928135625579102,2.4996180560564905,Iris-virginica
+84,7.13805280173958,2.9239496669059024,6.0572590652992435,2.0892650508375814,Iris-virginica
+85,5.34389319118569,2.5655654470756026,1.4373158628809743,0.18100217686148634,Iris-setosa
+86,5.880262316257033,2.653224241599431,4.460213982519238,1.4173033423418149,Iris-versicolor
+87,5.806200324115115,2.701599793000407,4.482555551451406,1.414736569554173,Iris-versicolor
+88,6.024452103404679,2.93971351144628,4.7368063874935515,1.5887965482996385,Iris-virginica
+89,7.020259167559775,3.141033985075816,5.745270311387468,1.8261202836515473,Iris-virginica
+90,6.806406266589406,3.009774697112989,4.481527854917827,1.2238096060053054,Iris-versicolor
+91,6.49070578919741,2.8563709433546447,4.885560429579658,1.5202474064161404,Iris-versicolor
+92,6.23108080602327,3.1014068176682787,4.9285404953867324,1.868465307506007,Iris-virginica
+93,6.384920608087798,2.84469912701767,4.281762885242653,1.1931501597569292,Iris-versicolor
+94,6.833994974466721,2.8366935051130215,4.697766841742794,1.5098312388242436,Iris-versicolor
+95,7.036483386797293,3.1932486264770494,4.536921298036293,1.3365950553619692,Iris-versicolor
+96,4.707209768317819,2.984115759589324,1.1546804924383136,0.09287754249783017,Iris-setosa
+97,6.353843693775192,3.1266426386652584,4.7232423093494385,2.1237978523557506,Iris-virginica
+98,5.611731160416331,3.128774930596757,3.9647378274745524,1.324093506746998,Iris-versicolor
+99,5.3431733336318645,3.182063709106213,1.3057393784241367,0.1641134341309161,Iris-setosa
+100,4.971565315460727,2.805669608726046,3.240565676739897,0.9348161188487758,Iris-versicolor
+101,6.625209091921581,2.8188486690842565,5.377765595134084,1.4931102378324284,Iris-virginica
+102,4.3118932539944375,3.200082310294691,1.2477613550866486,0.2239276058501204,Iris-setosa
+103,6.323472880822868,3.2013964665314916,5.140107276046405,2.0088796791240138,Iris-virginica
+104,6.786901053129748,3.3366570675716396,5.605825626230298,2.173224684877786,Iris-virginica
+105,6.875626419958791,3.360546278400382,5.791840077920503,2.0157486020860897,Iris-virginica
+106,6.215880042234206,2.9346418582934475,4.94229193018765,1.9142824282147017,Iris-virginica
+107,4.4218370797421205,3.270870820452641,1.3667938724224178,0.2894988041591008,Iris-setosa
+108,5.852536913464726,2.782124264172271,4.869165889306794,1.827882494945423,Iris-virginica
+109,6.2618460438577195,2.6480523280939434,3.8071494915225443,1.0568536384391292,Iris-versicolor
+110,6.396665339636737,2.9218752141396838,4.633293992565813,1.4407259810879753,Iris-versicolor
+111,6.446254971298395,3.0405272484693224,5.346850270564717,1.8485939363586092,Iris-virginica
+112,6.826417131773773,3.2833176184344226,5.298251558078324,2.17222121607129,Iris-virginica
+113,6.250018439476389,3.3477038559432626,5.176573003376048,2.1050498388062775,Iris-virginica
+114,5.930219084427903,2.8375777161061495,4.037279387097146,1.1337539546350974,Iris-versicolor
+115,4.576510093050083,3.1064014963671918,1.422410629446727,0.16347648616873303,Iris-setosa
+116,5.808711125707318,2.851091732910507,4.7002202270141265,1.3265019814106045,Iris-versicolor
+117,5.075257192804639,2.567757877803135,4.078978209478214,1.0495896137685683,Iris-versicolor
+118,4.596126757934939,2.523651085369599,1.2687270716795547,0.18415856087708954,Iris-setosa
+119,5.948445413487227,2.859286302397101,3.8390944999163104,1.2205546022421272,Iris-versicolor

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
+0,6.617042836479389,2.8866470274313922,4.8771454817771955,1.969034006090829,Iris-virginica
+1,5.621105151973188,2.660145649755309,5.08898060097253,1.623207190320194,Iris-versicolor
+2,6.370170452951788,3.215560145870957,4.59169344630298,1.6331666527944877,Iris-versicolor
+3,4.976542603505056,3.9565831433337206,1.3106706928216285,0.21445956962388307,Iris-setosa
+4,5.153661233990215,2.8752103705213523,3.3187669438218697,0.9107315212180523,Iris-versicolor
+5,6.378960934762654,2.9668294493920637,4.295879759296351,1.265156536255884,Iris-versicolor
+6,6.376108520294086,2.917911651924474,4.679824931136694,1.3543871518569561,Iris-versicolor
+7,5.917345627115038,2.85880100954923,4.634152075780277,1.566841194580585,Iris-versicolor
+8,5.885292660852533,2.83884309884077,4.633756806840526,1.3804906997484347,Iris-versicolor
+9,6.389666670523344,3.443052383065802,5.614157313009249,2.510014151056426,Iris-virginica
+10,5.142232868264664,3.667533892885606,1.4353096575985185,0.31030571738504037,Iris-setosa
+11,6.472215518830353,2.8136744315945688,4.743099270696075,1.43030598250845,Iris-versicolor
+12,4.851340759415052,3.4326036496879455,1.2966166674556212,0.27748031316021243,Iris-setosa
+13,5.097482168754927,2.5849401173199062,3.4775284906393167,0.6514682038142265,Iris-versicolor
+14,5.165730987921296,3.7206609302041396,1.380862279601791,0.29996435592129794,Iris-setosa
+15,5.0225997513838205,3.901835286714035,1.361514820152705,0.18661352637512651,Iris-setosa
+16,4.852611130318891,3.937509491582765,1.417376589699102,0.2665939618090288,Iris-setosa
+17,5.431176953590613,2.968217341694951,4.231333944363503,1.1840897973096787,Iris-versicolor
+18,6.679448082310035,3.305605757700558,4.789606028772908,1.4005020783223123,Iris-versicolor
+19,5.0047379035156805,3.546951148355699,1.4709796474730379,0.2429163122416151,Iris-setosa
+20,6.035645578178382,2.9513182208145956,5.662680917672926,1.8617462674899627,Iris-virginica
+21,6.047769453989865,2.7921129560826494,4.498426440627696,1.4301124556354183,Iris-versicolor
+22,4.877667638817557,3.337194058865011,1.5620681506120828,0.17341865418319355,Iris-setosa
+23,7.105027534262162,3.0108036069524573,5.0746783512729285,2.0515826378657938,Iris-virginica
+24,6.525518174860095,2.953230299627507,4.899532469059919,1.8458630508715128,Iris-virginica
+25,7.125837114105008,3.366890373688552,5.70541268731387,2.1124566129969784,Iris-virginica
+26,6.574248593227329,2.7529685196532117,4.9963466191196115,1.6375756737429925,Iris-virginica
+27,6.71365747897395,2.7143627595896365,3.934981402136648,1.0899790809011993,Iris-versicolor
+28,5.403854124812232,3.4618063281590077,5.282289589460056,0.45983485484753467,Iris-virginica
+29,5.100591086943603,3.6318527848067665,1.5560296344361944,0.3762166886975167,Iris-setosa
+30,6.84171366502594,3.0059591241187715,5.400717985982054,1.8315207649985386,Iris-virginica
+31,4.95102950896718,3.6502617869819933,1.469775905981938,0.16474523809531208,Iris-setosa
+32,6.7567988910467,3.4260271917221106,5.419995839199042,2.2748591519274237,Iris-virginica
+33,6.885567275534037,3.1362946925057145,4.366091466415415,1.434221155616291,Iris-versicolor
+34,4.8992929462828405,3.1775204187084256,1.392078462277818,0.24735751900540093,Iris-setosa
+35,6.450702399867751,2.737030963263338,4.294468123811701,1.2435910033481528,Iris-versicolor
+36,6.433324020117736,2.963966022850515,4.719666060423985,1.2368151010064503,Iris-versicolor
+37,6.077368160505783,3.018588597159816,4.556973141370285,1.5238387015293477,Iris-virginica
+38,6.596700011546682,3.0571382878416093,5.26382487999945,1.6979904475317482,Iris-virginica
+39,5.660302648462705,2.706916524628846,1.5576702537860854,0.29904599840181517,Iris-setosa
+40,5.639591874283978,3.2565210837794063,1.3849976566702156,0.3337070955179517,Iris-setosa
+41,4.7973647876629535,3.5252907837121623,1.3175322082562544,0.1171881610327351,Iris-setosa
+42,4.686459911744967,3.061937600141829,1.4830899829833601,0.24137547005969814,Iris-setosa
+43,5.466445768364279,2.5874676844754023,3.768492880155497,1.0409678831195852,Iris-versicolor
+44,6.478527526636058,2.493082763382842,5.2592076056587365,1.1809204339572514,Iris-versicolor
+45,4.835473715215395,3.257571537807018,1.6523287337356571,0.35303997410052,Iris-setosa
+46,4.838961923166984,3.0807663262388636,1.602771656977574,0.36606433334036315,Iris-setosa
+47,5.3146031258111375,3.7714433754931713,1.4941861113683241,0.334853623177823,Iris-setosa
+48,6.711461080393507,3.173396408918635,5.4319862859576915,1.9816622226223815,Iris-virginica
+49,4.385631795269891,3.158068552667036,1.153268602520718,0.09687626736989766,Iris-setosa
+50,6.3672409731792685,2.716768082842991,5.044812263243275,1.933925832911072,Iris-virginica
+51,5.785273660922457,2.88555591462061,4.184089119076458,1.2151539005616343,Iris-versicolor
+52,7.892365548411547,2.9934342496222457,6.851287322462631,1.542176535326353,Iris-virginica
+53,6.390278865878016,2.902519749825254,4.183022896821302,1.413153920241669,Iris-versicolor
+54,6.160097405605533,2.660855889050481,4.8501623091309884,1.52549095916828,Iris-versicolor
+55,6.615154719204557,2.8752624615480475,5.479353204245683,1.8053740147997623,Iris-virginica
+56,6.690405736296323,3.5038215195963915,5.278454434278714,2.208864368502792,Iris-virginica
+57,4.884638909023089,3.29790885446166,1.4851508558612834,0.24127440952352233,Iris-setosa
+58,5.074171032264139,3.679253322465915,1.4065080837332162,0.15412170429112731,Iris-setosa
+59,6.783176436602421,2.844505382347719,5.019273653617881,1.3892293706825627,Iris-versicolor
+60,6.525679458444168,2.7671145929873915,5.487066671694213,2.09201817482411,Iris-virginica
+61,4.649569664098499,3.020294599615148,1.3821155784142747,0.17322307568969686,Iris-setosa
+62,7.324322877214423,3.317462886088284,5.941760800717447,2.2397992229132235,Iris-virginica
+63,5.528471548035196,2.973048353007758,4.53985072759213,1.7600665502123596,Iris-virginica
+64,6.8461624889063675,3.2654623261599873,5.609246157052615,1.9391595967533521,Iris-virginica
+65,6.069117766074779,3.1866593488156467,5.118728151107366,1.8778356962930307,Iris-virginica
+66,6.216661037038642,2.864929726283345,4.6105679054065245,1.1252943635502537,Iris-versicolor
+67,5.256502398403932,3.192021374074856,1.3734727983180048,0.5675888379455329,Iris-setosa
+68,4.724600145957616,3.490996205652035,1.599719877136551,0.27723470422265023,Iris-setosa
+69,5.87446277315415,3.0235382388576695,4.104468960223254,1.3740935703513426,Iris-versicolor
+70,5.9804944811880425,4.159116791210644,1.5817176031988724,0.20854987466357308,Iris-setosa
+71,5.716432632427456,3.5207099422183417,1.552338189968871,0.38299752831245,Iris-setosa
+72,4.425961543944629,2.3070237340337503,1.325187161785721,0.14394729399510747,Iris-setosa
+73,5.803750935126424,2.9897694562306905,4.568107355381224,1.7580262001337283,Iris-setosa
+74,5.1033508623199895,3.247164897835151,1.7209480260841905,0.4009657275211911,Iris-setosa
+75,5.860714819646969,2.6582970966353745,3.9730499371538275,1.3235429368175018,Iris-versicolor
+76,7.16926597990785,3.0337703606900117,6.388345627383884,2.204102949359369,Iris-virginica
+77,6.150618702133769,2.868795392440376,4.8004140645685816,1.5880373005747697,Iris-virginica
+78,5.692397573811038,3.0844423080157166,4.670481599319909,1.7807462659369278,Iris-virginica
+79,5.651912372274812,3.0486769163898124,4.939729940303458,1.8104697896029056,Iris-virginica
+80,6.755578940404457,2.737845339146928,5.434202253213016,1.4176731846665456,Iris-virginica
+81,5.1045647049889125,2.617098704893249,3.306696712935385,0.9884541342547983,Iris-versicolor
+82,6.252366499528867,3.3819274406573636,5.183048347762822,2.1203046865926427,Iris-virginica
+83,5.814191123118002,2.9589715111661072,4.733064505693897,1.4503994733845702,Iris-versicolor
+84,6.7186268604209864,2.7025904098801674,5.3608192833797075,1.733155415302436,Iris-virginica
+85,6.354311439884853,3.0873505878927023,5.471709253544,2.0020709032015023,Iris-virginica
+86,6.336512589917911,3.501063006536644,5.2331284409367225,2.191756437605204,Iris-virginica
+87,5.2571741628339215,3.3429612661616948,5.026019296311185,1.923033089387075,Iris-virginica
+88,6.465949748771727,2.7528960079390803,4.909212999043101,1.3974079367041812,Iris-versicolor
+89,5.940802091967601,2.8841377503390455,5.108819450602341,1.981287449673385,Iris-virginica
+90,5.531362085868418,2.6401010890812286,3.0048874822896785,0.8561915474565389,Iris-versicolor
+91,6.422235414753251,3.238524504861897,5.039574578027583,1.8787286901570948,Iris-virginica
+92,4.620193791492223,3.498781152827175,1.4822379329412447,0.18736173855235363,Iris-setosa
+93,6.426894785088802,3.1298642463290016,5.21378460939957,2.2823674889875116,Iris-virginica
+94,4.838220832261626,3.473387270358824,1.4897017614774424,0.17130897086398453,Iris-setosa
+95,6.048703088105012,2.833428880881521,4.537655632708444,1.5916023517427114,Iris-versicolor
+96,5.245962842306429,3.338608582617572,1.698932726119619,2.00822124752691,Iris-virginica
+97,6.35976777372047,3.280201476454253,5.525611889356591,2.3102696844617854,Iris-virginica
+98,5.805350027653615,2.614023518936229,4.858518630682935,1.110364155396665,Iris-versicolor
+99,4.2161272523508915,2.7847872842181047,1.010887941233278,0.12681218585560275,Iris-setosa
+100,6.70425023636966,3.278869188914741,5.698639063058868,2.1164831668468995,Iris-virginica
+101,4.245001548640271,3.261370265297308,1.5350906944931004,0.10415078812139386,Iris-setosa
+102,5.8628364143064795,2.953715998404337,3.7791725325865966,1.5115577111637004,Iris-versicolor
+103,6.373986823419673,2.501045629418769,4.212673186621528,1.0840782493007297,Iris-versicolor
+104,6.063644129638841,2.9826842696450186,4.374232636272435,1.1461977444328317,Iris-versicolor
+105,6.380343493813498,3.1522811326470923,4.796724297263635,1.850280043399364,Iris-virginica
+106,5.048182884853965,3.4364022386956528,1.7342588673582564,0.32530860723690214,Iris-setosa
+107,6.265595316211526,3.0342800283845732,4.8926772726014285,1.516378607658506,Iris-versicolor
+108,4.680514108499473,3.373659956563512,1.5306474020866174,0.1879084953100628,Iris-setosa
+109,6.286433779166847,3.1120864193306423,4.830497514284711,1.7278161712232285,Iris-versicolor
+110,5.305749320797947,3.7649337709795114,1.333297675392212,0.29378736882651924,Iris-setosa
+111,5.97280965690446,3.1608163973940218,4.442664784511507,1.562436297173478,Iris-versicolor
+112,7.491701960863751,3.2581706160915447,5.636467989093189,2.4743706425097476,Iris-virginica
+113,6.406808274439595,3.2957987762158147,5.08672750310991,2.072144332241767,Iris-virginica
+114,7.293117224983615,3.1977254557347643,5.308977398312941,2.6708027494380646,Iris-virginica
+115,6.557691824043856,3.031463472393012,5.678826842012416,1.665139732629528,Iris-virginica
+116,5.01781112922765,3.843834398659495,1.6235721229354272,0.2841577357009864,Iris-setosa
+117,4.979019924195741,2.543778873843337,3.9505719399959762,0.9789441298386065,Iris-versicolor
+118,5.055626571040262,3.3804404533102215,1.702089722807704,0.4301385043660532,Iris-setosa
+119,5.580415992300857,2.9784945627700776,5.0720443900054075,1.3493614070374176,Iris-versicolor

iris/tvae/3/10/test.csv

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

iris/tvae/3/10/train.csv

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

iris/tvae/3/10/val.csv

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

iris/tvae/3/11/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.449397647303601,2.6910692804262593,4.682217890203311,1.4521425983498015,Iris-versicolor
+1,5.718597635493124,2.859360156398743,5.357792266874329,1.707019563554829,Iris-versicolor
+2,4.52373181474358,2.718819644929946,1.2513698452611817,0.04818425252139061,Iris-setosa
+3,6.1243784703283355,3.2156949514245636,5.094318134225133,1.9730966782719301,Iris-virginica
+4,6.920756929889702,2.7681169482588404,4.978144645235919,1.6108288621172089,Iris-virginica
+5,6.261135125227829,3.007319601903551,4.45884729375848,1.4187815028521829,Iris-versicolor
+6,4.849778692838676,3.173840336282342,1.40133168882844,0.24180864431103805,Iris-setosa
+7,6.4100540836706665,2.981692482822093,5.02818083946553,1.6640168600597811,Iris-virginica
+8,7.012240190043054,3.216657435153777,5.492333561896607,1.8361369573411712,Iris-virginica
+9,6.469536106499685,2.9499993911522284,5.213289875358705,1.6090695904457197,Iris-virginica
+10,5.156180672727728,2.708298339370591,4.241882863252064,1.449629891124121,Iris-versicolor
+11,5.238232802671517,2.3072878033860835,3.6144920897687713,0.8630387960239828,Iris-versicolor
+12,6.195292591275069,2.9413446941455654,4.94715012827684,1.5571663363956305,Iris-virginica
+13,6.912030778083146,2.837050791612527,4.800722582612963,1.4465517788682598,Iris-versicolor
+14,6.375041110796581,3.442307804466287,5.7862229186354845,2.2842919433920197,Iris-virginica
+15,6.3793046835037135,3.2749279770392845,4.672469544872173,1.6123200334437675,Iris-versicolor
+16,4.8645688528169355,3.1298978440000282,1.4311521914570045,0.3457528806115175,Iris-setosa
+17,6.127662480569401,2.9491505060851475,4.670276111150129,1.605507026059977,Iris-virginica
+18,5.024456832217654,3.3736949961585885,1.4692946804580933,0.20174228845896922,Iris-setosa
+19,6.710750077933615,2.9978733877514805,4.855439132230725,1.4979852789715844,Iris-versicolor
+20,5.193298718323018,3.2801269030361384,1.5191987629461299,0.23828115767560287,Iris-setosa
+21,6.502391150303968,3.3808260992463866,5.644696102795439,2.4112858366969228,Iris-virginica
+22,6.916039501323052,3.086773064976611,5.9104785159044555,1.9141986820584898,Iris-virginica
+23,6.6306265118297585,3.06023038385075,5.207689852718964,1.933521379429415,Iris-virginica
+24,6.2755723999067445,3.994711937580215,1.3379129962555139,0.3025404863481008,Iris-setosa
+25,6.699856021855361,2.922035907857032,4.910434245729486,1.3710648105658487,Iris-versicolor
+26,6.904091009430772,3.4385780284212317,6.004302405391311,2.4424899257160035,Iris-virginica
+27,6.43883007689164,3.1636144461759295,5.266135350986837,2.0412838956767105,Iris-virginica
+28,5.0732446580288295,3.493394652863687,1.6172463089119113,0.2743622386791979,Iris-setosa
+29,6.563814264938797,3.1431016729433647,5.805002645699186,1.998781362581594,Iris-virginica
+30,6.282622331591456,3.1431514051688865,5.028864570418386,1.7821931961680086,Iris-versicolor
+31,6.233897344086276,2.7712278313125935,5.103666322633208,1.8113367044794282,Iris-virginica
+32,6.184896392969326,2.5709382223011668,4.292069357023642,1.2364659149534942,Iris-versicolor
+33,6.548581833826739,2.7207185526129543,4.370485471902466,1.4343839930433564,Iris-versicolor
+34,5.348662875302149,3.894489098805464,1.2849076842292897,0.12922959179304983,Iris-setosa
+35,5.788057481447325,3.2193857834321986,4.835639534875079,1.704742071271437,Iris-virginica
+36,6.45323121350908,3.1712619013098946,4.685633052117629,1.8273804522183426,Iris-versicolor
+37,4.984215893924664,3.5729026985754384,1.4165964404046318,0.19260668758196142,Iris-setosa
+38,6.117894202893862,2.8565006221423968,4.417155669194566,1.40657600637816,Iris-versicolor
+39,7.1925662294607555,2.9424207577180614,5.40330777486788,2.2614077982860876,Iris-virginica
+40,4.842614388344378,3.688157398842586,1.393805920375891,0.2687642046035634,Iris-setosa
+41,4.183522683955419,3.026297527980783,1.3588080432181822,0.1603502307881386,Iris-setosa
+42,6.619575988273387,2.9798470155441383,4.96813502664058,1.605826380250537,Iris-virginica
+43,4.507664819419949,2.909929185308921,1.4176314547946711,0.11629061586716466,Iris-setosa
+44,5.670277185113245,3.634548428964643,1.4826849966446178,0.24429289605577972,Iris-setosa
+45,6.737721272352912,3.2601737884081743,6.065992705382204,1.916861236803727,Iris-virginica
+46,6.534220415200169,3.132478613033657,4.270632999007344,1.2637422996088268,Iris-versicolor
+47,6.4185925888426,3.0822669548280106,4.319814252628017,1.2560770203013985,Iris-versicolor
+48,4.441508279568144,3.4739352003874187,1.4949240228607985,0.2355963385757039,Iris-setosa
+49,4.832577617776817,3.574787661454671,1.7501323802859363,0.2374849299061461,Iris-setosa
+50,6.265997632929189,2.5988198662119295,4.413900329548751,1.2559160131190243,Iris-versicolor
+51,5.873860994379825,2.9871313019966066,4.650886465895459,1.197780156572573,Iris-versicolor
+52,7.351547298084384,2.892209007140525,5.631195075497356,1.889901694143588,Iris-virginica
+53,6.545558040192573,3.0597172280794696,5.264576667646629,2.028324527909842,Iris-virginica
+54,6.765169444420217,2.6150023864170078,5.520097401819927,1.5603880647990567,Iris-virginica
+55,5.368654184632646,3.6635730047006105,1.4055320301192844,0.11767618425907003,Iris-setosa
+56,5.559695076826085,3.7601672702738114,1.152722036357217,0.18926606769899,Iris-setosa
+57,6.002755795374115,3.15390625628849,5.466685186458163,1.5351387936063576,Iris-virginica
+58,5.107879898519651,3.1083918235704346,1.2892542549857469,0.26178985236370733,Iris-setosa
+59,5.7038359842391015,2.9367219722611777,4.325353689644807,1.471325339314515,Iris-versicolor
+60,4.974693857333259,2.41165648342205,1.2102885297449972,1.348860479051828,Iris-setosa
+61,5.136529462519838,3.5315309118882445,1.2995760089483825,0.08542837847541354,Iris-setosa
+62,6.553442892367909,2.7805693867295274,4.213362171183953,1.0683879766758166,Iris-versicolor
+63,5.673240837135814,2.8635160781299196,4.291869817271453,1.4078267903006385,Iris-versicolor
+64,6.138462961755172,2.782567434984638,4.229048882057843,1.4658563212832694,Iris-versicolor
+65,5.690858438235286,2.7337794751214357,4.936044435168673,1.711454416748307,Iris-versicolor
+66,5.575305914100442,2.663470903763468,4.351842866451287,1.6480958459697421,Iris-versicolor
+67,4.725810199477854,2.4797932550923054,4.178804267353399,1.472967584261509,Iris-versicolor
+68,5.945623133148667,3.0842672333983616,4.339991260177038,0.9304624780575224,Iris-versicolor
+69,7.256631214463196,3.450638539184032,6.145107945657472,2.010042604186363,Iris-virginica
+70,5.312993775534611,3.966537914799827,1.532053163859908,0.34631196485577065,Iris-setosa
+71,6.90610062584374,3.286987363186264,5.564758467086088,2.0441942503633928,Iris-virginica
+72,4.968609718742291,3.039091120948221,1.4800726237919273,0.11025505202146507,Iris-setosa
+73,4.9390791025394565,3.3595203659957225,1.4080709956853346,0.16877655046547405,Iris-setosa
+74,6.084949532044005,2.8939613711575127,4.308536086665394,1.3086703156580035,Iris-versicolor
+75,6.0062584334733256,3.1030010666423613,4.694116453851208,1.7013412802894807,Iris-virginica
+76,4.923893701015454,3.1150323661240242,1.3783998561493114,0.27523619993541043,Iris-setosa
+77,5.649427375886541,3.164126404136266,4.254916760561722,1.1999910206206748,Iris-versicolor
+78,6.884471599921199,2.9139015248180353,5.777911237155906,2.0360249866975058,Iris-virginica
+79,5.577095986280069,3.0799232013459097,5.166896549242077,1.4654863762754222,Iris-virginica
+80,7.851482643696775,3.36726827719581,6.727148093825182,2.101228959709424,Iris-virginica
+81,3.907639324317411,3.382656506093034,0.7682028200311548,0.16706552571843902,Iris-setosa
+82,6.691869649224529,2.4568153392458383,4.811679086381433,1.3507035547183956,Iris-versicolor
+83,4.985122524975884,2.9962350877498647,1.3424902287767313,0.17355320703483654,Iris-setosa
+84,4.959346123565412,3.580954152991392,1.6089319013169814,0.33972269902135593,Iris-setosa
+85,5.809040578692072,2.824302268298875,4.9287056339595,1.9611908709358796,Iris-virginica
+86,6.5505455463478,2.5670462383890644,5.285932557804639,1.7695981150613962,Iris-virginica
+87,5.0075505169686085,3.24710077655756,1.5708058794605877,0.2417310726330797,Iris-setosa
+88,6.026633665553558,2.81325012158664,4.58398021355258,1.3445881026360471,Iris-versicolor
+89,6.695430018622045,2.8913324553501294,4.761400289261818,1.524533939459914,Iris-versicolor
+90,4.764105149970474,2.501346071494459,2.8640936086625897,0.901724451636123,Iris-versicolor
+91,6.312385308879993,3.16158104251651,4.919605680848931,1.965485192838165,Iris-virginica
+92,6.146053033910141,3.2601441170495775,4.643290858651467,1.6065185893401714,Iris-versicolor
+93,6.4462222735529675,3.2348954916782717,5.381228265196944,2.356762123571003,Iris-virginica
+94,5.104497014665302,3.0282945052449275,1.511832429184622,0.24736909858991707,Iris-setosa
+95,5.199016707119434,3.8909324453251495,1.5731064951444087,0.33723418940467853,Iris-setosa
+96,5.716354888121695,2.864777549682843,1.399955953900488,0.3593007547008536,Iris-setosa
+97,5.809420029300534,2.8389099931140094,4.323044432297304,1.2019809441364047,Iris-versicolor
+98,6.141581950714052,2.814648208829444,4.138778054010588,1.3682724078135988,Iris-versicolor
+99,7.1656916286718655,3.2340294068551096,6.260118169789668,2.17817126886358,Iris-virginica
+100,7.38195149109919,3.1366588303996403,5.919126984159441,2.142768772879113,Iris-virginica
+101,5.911358510147218,2.5737088214562776,4.317988346882878,1.002079741499951,Iris-versicolor
+102,5.007961077638101,3.392712203259105,1.480223831978197,0.3818431686246928,Iris-setosa
+103,7.261129144097452,3.018419132330006,6.2202895860711225,2.0327855860575177,Iris-virginica
+104,7.433184849684903,3.1620610564920772,6.25362104664269,1.9873953709309027,Iris-virginica
+105,5.870096185949234,3.229525355065853,3.734740801227306,1.2379154683084703,Iris-versicolor
+106,6.206045233924084,2.8908429124535493,5.12423634763278,2.0539804340121868,Iris-virginica
+107,6.433592622622319,2.7639516284601204,3.9446015060902786,1.5073500413207273,Iris-versicolor
+108,5.037091272577758,3.210248728088176,1.436309889910061,0.24509437522649796,Iris-setosa
+109,5.07530041157464,3.74556056990885,1.2748699634401655,0.2692567361656827,Iris-setosa
+110,5.354355172789882,3.8421885237572413,1.664652927591941,0.304761212200542,Iris-setosa
+111,5.2058491006846355,2.3882873115968275,4.0369409221224535,1.237425972066392,Iris-versicolor
+112,4.971533981687284,3.6981593987790933,1.7392316351188,0.3456389066732973,Iris-setosa
+113,5.0748285331746885,4.016628831741999,1.405833030897847,0.14129757082973343,Iris-setosa
+114,5.9755750996010395,2.9773320357826227,4.838177739993339,1.8068411716100052,Iris-virginica
+115,5.766650142677902,2.85281782244981,4.666043260568706,1.6421441792882758,Iris-versicolor
+116,6.007711529678791,2.9441575136328955,5.113742289014778,1.7680816124598115,Iris-virginica
+117,5.195855204118082,3.299238535894309,1.441489321197351,0.3357351906632784,Iris-setosa
+118,5.981222122639059,2.956967832169515,3.9933284788514127,1.011059857833502,Iris-versicolor
+119,6.808065133948623,3.1621032755713996,5.478152379473637,2.1982023351519637,Iris-virginica

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
+0,5.717845479006099,3.097151560713903,4.513570029887367,1.333353566532735,Iris-versicolor
+1,6.459077742124571,3.2094788047332123,5.2891719616305855,2.051027888537818,Iris-virginica
+2,5.272777977054805,3.3725942660317783,1.298250494429291,0.3690593811410593,Iris-setosa
+3,4.3809908702580405,2.6854182755549214,1.332635691045969,0.11276825706717908,Iris-setosa
+4,6.272197138752875,2.528222352072396,4.627227691558931,1.3489579734033823,Iris-versicolor
+5,5.898355968112854,3.016894011358633,4.652503343891687,1.864280188658346,Iris-virginica
+6,5.212931536113546,3.307309859270908,1.7435796208696697,0.40410191964389763,Iris-setosa
+7,5.689051194328275,2.743511812786434,4.506824942486548,1.3648053937644917,Iris-versicolor
+8,4.337315804819259,2.8536397829951725,1.3000707593448448,0.10577474481928284,Iris-setosa
+9,5.203863022585413,3.5939872107117092,1.478778698277061,0.23487475338992791,Iris-setosa
+10,5.056146549649293,3.933427654571818,1.5608227845446188,0.34465476922784843,Iris-setosa
+11,4.695308117627148,3.09308678201494,1.4041382396328588,0.15473060708633635,Iris-setosa
+12,6.702193829862669,3.046256790211071,5.1073244101161634,1.9507969034798254,Iris-virginica
+13,4.633258763275403,3.326817989126431,1.4322938391661,0.24080303060825586,Iris-setosa
+14,6.02941150655227,2.6200403100071736,3.665155214283707,0.912222521689909,Iris-versicolor
+15,6.906316542050542,2.952511964901527,5.127443657668193,1.6552452112581115,Iris-virginica
+16,6.732100956494607,3.625456367638637,5.29053770161213,2.109386539772395,Iris-virginica
+17,5.053446331350574,3.4905787014682677,1.3659249941109237,0.16628423126283168,Iris-setosa
+18,6.231078739787307,2.8433972419277986,5.393724425897905,1.7688358158977728,Iris-virginica
+19,5.344923910585527,3.9452313904098895,1.3619057878108876,0.33679676143878456,Iris-setosa
+20,5.176417576610001,3.9260705654411434,1.4893613366166818,0.2567715901535634,Iris-setosa
+21,4.712950957350126,2.846185772646074,4.329323190987702,1.3460796718768249,Iris-versicolor
+22,5.860022444331332,2.5070821662078284,4.590131715252944,1.5958260168207243,Iris-versicolor
+23,6.146564847555424,3.240451700220665,4.640568494264468,1.4193588293245367,Iris-versicolor
+24,6.600549217983872,3.6486626222781218,5.536103988764617,2.4045393781369677,Iris-virginica
+25,5.403037366893169,2.901826927839712,5.417965961886756,1.5759801646854175,Iris-virginica
+26,5.0812627871969696,3.7024496090934527,1.5843525781410852,0.25535758613987664,Iris-setosa
+27,5.915364483700592,3.2597871102301936,5.081505588215487,2.041962225858085,Iris-virginica
+28,6.2079913947632885,2.958948135992501,4.547953302487806,1.6453828927551024,Iris-versicolor
+29,6.119901263698421,2.513611769742075,4.923402693239991,1.6385634314136373,Iris-virginica
+30,5.125718604348457,3.6527131022305475,1.473763000268668,0.1709304819753958,Iris-setosa
+31,5.069985472141257,3.9191758785329496,1.3531534117124506,0.11195392230756038,Iris-setosa
+32,4.364343885840677,3.0198237259127216,0.8223971236553307,0.14521761497982116,Iris-setosa
+33,6.219857580589161,3.0628552927702386,5.201756153442415,2.1312914130642837,Iris-virginica
+34,5.406289724505293,2.6281552772896797,4.906267327903897,1.431083735138234,Iris-setosa
+35,6.969564663528388,3.0323286687562523,5.060828858410055,1.7211220627282477,Iris-versicolor
+36,4.779975223444966,3.602293261443597,1.3993261546636335,0.24405454797801712,Iris-setosa
+37,6.579014309302478,2.964297549526461,5.361372445995068,1.8215810427329686,Iris-virginica
+38,6.087387969980932,3.1119379169063426,1.6726214678981028,1.853504317014272,Iris-virginica
+39,6.456526899010072,3.2898611541490275,5.243329605092089,2.1532918751324948,Iris-virginica
+40,6.561864622986449,2.8867547206236153,4.5173307716325874,1.3946227292911149,Iris-versicolor
+41,4.758375757657782,2.643984831462173,1.6121043004328204,0.2825726912235356,Iris-setosa
+42,6.820526712042808,3.107842576744821,4.661284750011968,1.486497501363742,Iris-versicolor
+43,4.825992481619565,2.803260627310759,1.580097032299715,0.19085906042950684,Iris-setosa
+44,4.6049815899481805,3.0693737037374107,1.3920115458190165,0.18640525848813877,Iris-setosa
+45,5.017476396910329,3.5508663600021197,1.5964124222889085,0.3515258540407744,Iris-setosa
+46,6.48427617600156,3.158733914332735,4.561401188342831,1.7755744924202048,Iris-versicolor
+47,6.45191445335677,2.9170781708418008,4.85170406623059,1.8234669626757647,Iris-virginica
+48,6.20197826108517,2.91870766840029,4.712472253113029,1.652436378818917,Iris-versicolor
+49,4.830622576969911,3.2771091775914,1.4191322588499946,0.21068667639237934,Iris-setosa
+50,5.931231447722785,2.5295778155640507,3.9855418775240765,1.4775218666647372,Iris-versicolor
+51,4.708228320266829,3.291163627104675,1.5322559945296224,0.23383543244104454,Iris-setosa
+52,6.598776315965869,3.192108121823344,5.971959335406235,2.378344327287905,Iris-virginica
+53,5.398246097473841,2.661950295459474,3.590178478183158,1.0619538940672968,Iris-versicolor
+54,6.66720749601684,3.32460213563699,5.238215164146825,0.3258139737439621,Iris-virginica
+55,6.600828809411516,3.081520797917069,5.629387852330749,2.3216963641695387,Iris-virginica
+56,5.123737997134238,2.57793674344617,3.359194863486082,0.9725930785480706,Iris-versicolor
+57,6.499256602321175,2.887832746906282,5.456104143407761,1.8765615371772688,Iris-virginica
+58,4.6493413237120675,2.6923485049964953,1.5298409321568394,0.11993328130076611,Iris-setosa
+59,6.3913530063951765,2.7697589668684857,4.185267077093559,1.1337083180015188,Iris-versicolor
+60,6.689291504025157,2.864951127252153,4.679398551320587,1.2215581958630262,Iris-versicolor
+61,5.194862287197722,3.725358008630998,1.5706441762464836,0.23789382045732488,Iris-setosa
+62,5.741704993425284,4.008841316191376,1.453974679036367,0.35578178584014963,Iris-setosa
+63,6.32241533636862,2.9293509453253015,5.153535402906564,1.7422262423385129,Iris-virginica
+64,6.334054854410228,2.5346075803469406,4.589405653297228,1.2131256979407383,Iris-versicolor
+65,6.629438989875622,3.1614036277874753,5.7006377850139325,2.040642800968744,Iris-virginica
+66,6.159049589792129,2.9898117217289157,5.0084351013027595,1.501527242003256,Iris-virginica
+67,4.774837586184985,3.0774412807639493,1.517878422287588,0.19889468669070234,Iris-setosa
+68,4.806701190666896,3.4329351049462455,1.5753306014742117,0.18475461192196008,Iris-setosa
+69,7.3716450143949,2.9753239923665804,6.4498852328411145,2.0263116568868504,Iris-virginica
+70,6.321003559589349,2.7093632570927837,4.421994981933985,1.4562445909728474,Iris-versicolor
+71,5.482349414666149,2.9750764377625947,1.477805033881869,0.2434734074918589,Iris-setosa
+72,7.354454969911461,2.9139379475972467,5.81074692785461,1.9425148545689455,Iris-virginica
+73,5.374669067911029,2.497324378840752,3.801381550245683,1.2454749803735214,Iris-versicolor
+74,6.5801756528515805,3.119091485037698,5.185283929881363,2.1045595433034388,Iris-virginica
+75,5.726668761624913,2.764872347975236,4.020639460532236,1.247831983615139,Iris-versicolor
+76,6.634017298374477,3.3626132228122323,5.727634252144499,2.2892270891502218,Iris-virginica
+77,6.463148254815534,3.0162315412488256,5.181833579249688,1.6892144867490648,Iris-virginica
+78,6.3019747849942584,2.988797975912596,4.865030841180875,1.571529519564438,Iris-versicolor
+79,6.7009516074230335,2.765990698256778,5.296385474231338,1.8210443155455958,Iris-virginica
+80,5.892141171853369,2.85485675346544,4.9307186858697,1.827255808461123,Iris-virginica
+81,6.01854076595773,2.964718059498728,4.929018609427654,1.7505888385799007,Iris-virginica
+82,5.806801587759487,2.922434874734099,4.924657522947866,1.5046723474727548,Iris-versicolor
+83,5.802245002008766,2.740540264673716,4.696043874837415,1.4464089356199983,Iris-versicolor
+84,5.222290191713792,3.7827515807061736,1.8807382550860094,0.3229478853622574,Iris-setosa
+85,4.543551794311157,2.812605098574004,1.4518222891153796,0.2280162566630955,Iris-setosa
+86,6.664653719596161,2.8073632915415048,6.092319939859102,2.117663311194808,Iris-virginica
+87,4.76084181476961,3.1642798989561887,1.4231893913105889,0.19232289888293802,Iris-setosa
+88,6.389200356038629,3.1740473491745913,4.7801587252564435,1.542839971845357,Iris-versicolor
+89,6.504413399501549,2.948505419804637,5.280982492710788,1.9943743121608952,Iris-virginica
+90,4.954705982462385,3.6318034346924883,1.4725887276927723,0.2572508263667052,Iris-setosa
+91,6.643958059760774,2.8659849671815625,4.539692824462064,1.3281178456405658,Iris-versicolor
+92,4.464512486867218,2.691060352033718,1.2985848356029641,0.1302405543241033,Iris-setosa
+93,6.802793447487998,2.8236902926621505,5.337636446731204,1.853565505347475,Iris-virginica
+94,6.363141626507207,2.701870119618931,5.213842210896578,1.8305131184127694,Iris-virginica
+95,6.29728311865165,2.7648249536672598,5.341827067731813,2.0908638162639925,Iris-virginica
+96,4.911258812235027,3.53620295907652,1.4542330157588563,0.15883093426225803,Iris-setosa
+97,5.70763606639172,3.1661084728702367,5.073948146300568,1.7806482230975087,Iris-virginica
+98,5.394450296126293,2.583019953747679,4.306715414546791,1.1924887938602695,Iris-versicolor
+99,6.173819174215046,3.0022534003076036,4.951054363721647,2.068183520430885,Iris-virginica
+100,5.922014695570296,3.1029662611534126,4.875114670661108,1.4399759655247621,Iris-virginica
+101,4.661412671945359,2.8249048743488756,1.4927743264888325,0.1648368036946804,Iris-setosa
+102,5.841525715807549,2.907744184093294,4.442005991303024,1.3558863605841183,Iris-versicolor
+103,7.2025669825180065,2.813966448010326,6.1431744714625465,2.0674705739557266,Iris-virginica
+104,4.99192480419794,3.3368193649705677,1.5986667023074348,0.25474111115714776,Iris-setosa
+105,5.031580209316418,4.008390070406293,1.5969621469850117,0.31431557005352706,Iris-setosa
+106,4.7383865644192875,3.189798983710993,1.5520752533938094,0.37632276447781293,Iris-setosa
+107,4.6409886191212415,3.378945204867894,1.3729749845193686,0.15040406114366395,Iris-setosa
+108,5.1738493812919275,2.8101455282343886,1.5214712076869157,0.13171691204494418,Iris-setosa
+109,6.966599921233698,2.9010150922188833,5.997968512890529,1.91746956200333,Iris-virginica
+110,6.317796658841593,2.819132605787574,4.166464508429301,1.2464677243549303,Iris-versicolor
+111,7.2950882550690235,2.973897219700853,5.973612117235322,2.0291703084089523,Iris-virginica
+112,6.7227386119878965,2.908576036596134,5.736911768784138,1.804110789749307,Iris-virginica
+113,7.03006562852465,3.3575518890962215,5.788043298536072,2.4436741793384433,Iris-virginica
+114,6.0872971742031305,2.6065367458759816,4.567067605257126,1.4322154792478647,Iris-versicolor
+115,5.49914301355823,3.396614536747002,3.5953681693569894,1.2510175611167804,Iris-versicolor
+116,5.064632967836651,3.4888551810548476,1.718131329765466,0.30249876474918197,Iris-setosa
+117,5.24950223723974,4.0604852480408855,1.6875387758954399,0.42561373779023715,Iris-setosa
+118,4.858928482638427,3.3217757614451937,1.5195228104814995,0.3393866098981899,Iris-setosa
+119,6.441916394086621,2.6742348239529043,4.297486159606638,1.3347997984895108,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
+0,5.192980421128656,3.1819189045751566,1.5195778431229867,0.2567222140022259,Iris-setosa
+1,4.804126204884117,3.6279358270473976,1.2470018218075354,0.16408153908828682,Iris-setosa
+2,6.701083974247832,3.5048473838765295,5.366889247078574,2.425484673017247,Iris-virginica
+3,5.923242023083366,2.877735356821951,4.988468869497069,1.9053632897883932,Iris-virginica
+4,7.090180135846418,2.6816656710396307,5.580151562536121,1.4802990174922253,Iris-virginica
+5,4.8695764814802045,3.5493645869673784,1.2941748505060175,0.21622882232905943,Iris-setosa
+6,6.862074555418375,3.4680546331692894,5.5136352456571665,2.219006221211316,Iris-virginica
+7,6.394693540100471,2.4997812153328414,4.5058679170326,1.2237977609392385,Iris-versicolor
+8,5.19273007131268,4.048978612907047,1.2656004857572414,0.22776054538659274,Iris-setosa
+9,6.5652287384308705,2.6843404616718027,4.605212487203673,1.4450613243600139,Iris-versicolor
+10,7.0706907241131525,2.733658706451326,5.760706393395155,1.7183130011010073,Iris-virginica
+11,6.1248725957828904,2.5994734198986156,4.943549122962722,1.4889424532875908,Iris-versicolor
+12,4.884924025740814,3.5028450566863563,1.433493198878123,0.24592099665404907,Iris-setosa
+13,4.778356030104818,3.286067657304453,1.454003350320139,0.2011501211313691,Iris-setosa
+14,6.38435928775146,2.857409142150177,4.208246940698084,1.1885906950532583,Iris-versicolor
+15,6.978011038719366,2.8463894874629463,5.854048132519483,2.0106923794920766,Iris-virginica
+16,4.54938170154573,2.739655475908661,1.2327607070164992,-0.018435543447496427,Iris-setosa
+17,6.477507402718313,3.0441819707736113,5.43739017140393,2.017366161885292,Iris-virginica
+18,6.005604354068296,3.215092610472139,4.841825996404092,1.7717089539772886,Iris-versicolor
+19,5.884507804518744,3.001055589179176,5.0504080864462155,0.2148950313391132,Iris-setosa
+20,6.022281979544172,3.2243124432690693,5.0826054344687,1.9902475593385802,Iris-virginica
+21,5.365310915762207,2.8259953200318604,1.4711414074093458,0.2010071523074568,Iris-setosa
+22,5.074330093423642,3.4211702945361306,1.4679423966001057,0.19077469497164903,Iris-setosa
+23,5.396695285825002,2.3093503014238435,2.9831885085083067,0.7388675781352649,Iris-versicolor
+24,6.018701297762725,2.740656229338012,4.9575916630783174,1.7226140406428383,Iris-versicolor
+25,6.03261962419931,3.0645062882990195,4.4830100712103444,1.5800748737408308,Iris-versicolor
+26,5.054275653488769,3.813407781607895,1.4224570629812905,0.22466694070915216,Iris-setosa
+27,5.452355188522959,3.690724214071457,1.439684336120325,0.20170937741590478,Iris-setosa
+28,6.820599439719596,3.2478494837443748,5.298611863207072,2.3178640483751805,Iris-virginica
+29,5.15636563049876,3.0008514491404212,4.202072030996104,1.049771565335743,Iris-versicolor
+30,6.581742744241028,2.837465226752991,5.177869795110011,1.6143617132279549,Iris-virginica
+31,5.05462090481775,3.2233951570191706,1.34592129072982,0.30832789468104577,Iris-setosa
+32,4.730573468348821,3.3319321679844394,1.3316704295700217,0.19516459275906478,Iris-setosa
+33,7.127347122884876,2.9549030623931705,6.192840346893758,2.1265647553647473,Iris-virginica
+34,5.50714022971062,2.9731539552459068,3.579387737220323,1.5872734388644005,Iris-versicolor
+35,6.926575872384788,3.8880248033417595,5.751393127645553,2.039285455775394,Iris-virginica
+36,4.911514068549982,3.452674741178896,1.3628376530564346,0.14102787789528193,Iris-setosa
+37,5.137564312006958,3.767748636514402,1.7870182053421209,0.5383300462325467,Iris-setosa
+38,4.747353610678079,3.131284729944714,1.6387878892074095,0.38243230822758234,Iris-setosa
+39,6.735811946789377,3.015704661053203,5.6014584914194,1.6882439006032464,Iris-virginica
+40,6.605115644848339,2.863715760706432,4.6772479325272585,1.420525516490955,Iris-versicolor
+41,6.461673695830401,2.880459731993962,5.156784764237948,1.9529959923554618,Iris-virginica
+42,6.215731572005142,3.0453107406107165,5.101192611764412,2.1761162967948002,Iris-virginica
+43,5.364811638962328,2.5891225711760537,4.520263597112734,1.509051171056435,Iris-versicolor
+44,4.920640347651966,2.989512297971563,1.120293963709147,0.17896615768196295,Iris-setosa
+45,6.379639846330466,3.09364442440815,4.550841412108427,1.4871336033484739,Iris-versicolor
+46,4.971935447556167,3.055227894119322,1.8013703111154418,0.10305051222023728,Iris-setosa
+47,6.337838709489905,2.9107035285438903,5.0040441016826005,1.7446203615696114,Iris-virginica
+48,6.19700823944417,2.773134647298752,4.557674902990258,1.3718443529068205,Iris-versicolor
+49,5.3722972984710715,3.16579407291736,1.6320913822391467,0.44256206364704703,Iris-setosa
+50,6.99025524459269,2.8451253856146153,5.546658981465875,1.8682137609168885,Iris-virginica
+51,6.575379757444294,3.1069313117712722,5.697074171970287,1.7349023641275005,Iris-virginica
+52,5.2803257768965,3.887794981950357,1.445622859350052,0.3836499472857289,Iris-setosa
+53,6.61538021804369,3.0656381753875466,5.441221962723354,1.8000705180662993,Iris-virginica
+54,4.989213474469381,3.48525245636919,1.5509971953266715,0.286180254004195,Iris-setosa
+55,4.960314970288035,3.061737701222139,1.5597484554815062,0.27237755132475333,Iris-setosa
+56,7.3941466285141875,3.0953977750284993,6.119001074349803,1.8188801807207295,Iris-virginica
+57,6.441861871544153,3.05027500409511,4.998924369579976,2.2169433826893004,Iris-virginica
+58,5.528653334418334,3.6314018956194127,1.8495787496065694,0.506503067337849,Iris-setosa
+59,6.706421326593908,2.845178385292352,4.759142246059942,1.4758486513088869,Iris-versicolor
+60,5.116665706870527,3.4782162322593897,1.6451329636897685,0.41710341536020146,Iris-setosa
+61,4.912159355804815,3.705709458861274,1.538633260097913,0.26596446746642866,Iris-setosa
+62,4.338054478419183,4.079346006690778,1.4079940625452516,0.1932056053695888,Iris-setosa
+63,6.778448287087435,3.2808255459236455,5.677941654774649,2.267163895640385,Iris-virginica
+64,5.815091776558699,2.775468086697714,4.373797553968115,1.2427161054628135,Iris-versicolor
+65,6.395212732339172,3.679723505027198,1.8347166607096796,0.49935771636983944,Iris-setosa
+66,4.401407992426208,3.398190381160734,1.2735690242113065,0.13754370467847818,Iris-setosa
+67,6.187652905716539,2.8227582110148632,3.9689848046694847,1.339294862302138,Iris-versicolor
+68,5.919255542934308,2.9524002361083723,4.5653899491065335,1.624371424296436,Iris-versicolor
+69,6.884382801499815,2.9298028275935324,5.022063411313268,1.4798083431395435,Iris-versicolor
+70,6.245726193449553,3.1593532152560115,5.163415669476566,2.096758731784822,Iris-virginica
+71,6.232105987118478,2.9699792317252696,4.807738444488248,1.2889540303769,Iris-versicolor
+72,6.438862146293509,3.042195854660549,5.031591139517938,1.256228253023885,Iris-versicolor
+73,7.34507268710287,3.02039854765735,6.497527293919316,1.816373815966598,Iris-virginica
+74,4.989014544541598,3.7227212912929595,1.3843106109811805,0.09052805635419517,Iris-setosa
+75,6.1494018575323395,3.0125971500562114,4.475841924165623,1.6746354053011454,Iris-versicolor
+76,4.488838748995684,2.766239941642955,1.3021963494170816,0.04432806230735442,Iris-setosa
+77,5.5680715184952145,3.724877867296561,5.494094703711168,2.0546514829786826,Iris-virginica
+78,5.054528805269849,3.1377886808228963,1.446758878983672,0.2652691150335801,Iris-setosa
+79,4.5545092679242165,3.229116903120909,1.349415442687547,0.17538677438569655,Iris-setosa
+80,6.599674670543616,3.1093285957915207,5.690863225705657,1.8862234622245388,Iris-virginica
+81,6.142482365301883,2.7387039555331936,4.919702294649634,1.4912897047279534,Iris-versicolor
+82,5.424623643751897,4.012912991024046,1.5523381066390076,0.25911990996299245,Iris-setosa
+83,6.747563853643285,2.996955851297751,5.532387302387442,1.7703156297781,Iris-virginica
+84,6.9317120394669605,2.6940311954383285,4.7515952207791905,1.2217840475180517,Iris-versicolor
+85,6.38024091802515,3.2579211222003828,5.193354385359609,1.7178467934501582,Iris-virginica
+86,4.3655710826497645,3.250494634875623,1.556311806287454,0.1894613090867141,Iris-setosa
+87,6.332657358995323,2.706548571276951,5.046781486107301,1.9357598355631074,Iris-virginica
+88,6.295271118359846,2.724068991111817,4.809626275968389,1.7498774055485278,Iris-virginica
+89,4.941869257345016,4.0559917648297095,1.3741755340886785,0.0818648628942219,Iris-setosa
+90,5.272795338980921,2.7438927208551216,4.378618404498366,1.4630368419957223,Iris-versicolor
+91,6.790776996746622,2.8856262849772527,5.489930826831348,2.294111721737769,Iris-virginica
+92,7.770725938034372,2.727822786830496,6.077397866781751,1.732763973803822,Iris-virginica
+93,6.684833059385163,2.9975974903256413,4.954039556248029,1.485434102302643,Iris-virginica
+94,6.4018087986067895,2.9599254360596157,4.682702276428171,1.3310827331448636,Iris-versicolor
+95,4.608695948290631,2.934450988947899,1.2157583759682005,0.1855769972122322,Iris-setosa
+96,5.983653356474699,2.9685005416469896,4.720801131470752,1.4267194539381223,Iris-versicolor
+97,6.375984829741121,2.922248540324386,5.193845572110235,1.4606750816906504,Iris-virginica
+98,7.137400094030689,2.7913710842216597,5.790806399304882,2.2636627112029695,Iris-virginica
+99,6.696017669426512,3.2932367598882393,5.644634332092399,2.343250505760879,Iris-virginica
+100,6.728073870490306,2.7901650468854413,5.09627054032098,1.5146888655101685,Iris-versicolor
+101,5.603870086124401,2.431907109742294,3.7677109541501306,1.097511384395844,Iris-versicolor
+102,6.267749854514011,3.3653610294817433,5.3641000063173685,2.3096980455490943,Iris-virginica
+103,6.529778779336424,2.8348263571803893,5.47541978518645,2.248974858935735,Iris-virginica
+104,6.381558279657114,3.212100307704696,4.8945760625501995,2.330086829290028,Iris-virginica
+105,5.709111163915559,2.8726927618356575,4.662001431958119,1.3350795485403875,Iris-versicolor
+106,6.717203669582526,3.4581657871679536,5.7318752195364215,2.369921768339307,Iris-virginica
+107,4.84855612766255,2.8564679296332067,1.5223018063448277,0.23296090941811737,Iris-setosa
+108,5.775129616234479,2.7723003372971102,4.23229768338085,1.591518003992024,Iris-versicolor
+109,6.275909127748818,2.925802217260793,4.939645507796898,1.4803599746507572,Iris-versicolor
+110,6.847476003441521,3.020568355645006,5.5621932805073975,1.9604173173792758,Iris-virginica
+111,5.38456112328119,2.669448662660748,3.698200445549051,1.1972921000088892,Iris-versicolor
+112,4.932228233679171,3.9878145569449197,1.2797433208722846,0.1823425553224107,Iris-setosa
+113,5.409992160547214,3.4485259871669167,1.5262875867770003,0.21496974983530767,Iris-setosa
+114,7.255452961567806,3.123868632972803,6.02286827307689,2.3969923185790805,Iris-virginica
+115,4.385150625490207,3.072080962715867,1.3606425085647684,0.16406907971150853,Iris-setosa
+116,5.583590967205751,3.343511336961316,1.6692543157684108,0.3686383472278051,Iris-setosa
+117,6.54878453716565,3.0222477839573307,5.539001448083906,1.7972869247719137,Iris-virginica
+118,6.1315172623313074,2.821886870139077,4.923874558668646,1.780647059457103,Iris-virginica
+119,6.180585333220409,3.0204060339743717,4.297187460124084,1.7186107829424677,Iris-versicolor

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
+0,7.108384778077399,3.0376147715310764,5.7117311040386145,2.438752140410499,Iris-virginica
+1,6.591201891334699,2.8970077893790354,5.225731434193426,1.9431420456493713,Iris-virginica
+2,6.932670053279398,3.014380140947712,4.705504518893794,1.282856394429413,Iris-versicolor
+3,6.955944286172679,3.137231299728233,5.4156857217196785,2.1192562497662344,Iris-virginica
+4,4.808645965544846,3.003367972615379,1.7295943572051582,0.26149382166269775,Iris-setosa
+5,5.905477790114304,2.6469363249984568,4.467811115252758,1.1504726952389026,Iris-versicolor
+6,5.872556826863308,3.0536769345567745,4.468933231257925,1.0452856292070452,Iris-versicolor
+7,4.655717544517,2.986328475649757,1.4090560959462146,0.23418692670687805,Iris-setosa
+8,4.731714935121466,3.407389602460629,1.216550000947253,0.13049314535065157,Iris-setosa
+9,5.758031903896969,3.1621281569902955,5.0985228191497205,1.849290972622628,Iris-virginica
+10,5.623987062955354,2.588681792415068,4.897686231040294,1.6993328284522162,Iris-versicolor
+11,4.626525140267254,2.923063849699503,1.5341622526252785,0.2088815711619761,Iris-setosa
+12,4.934187484837705,3.3933249609137457,1.483281694916412,0.18500990659927402,Iris-setosa
+13,5.022466428588547,3.8097492336967766,1.673106256709641,0.28375461297334115,Iris-setosa
+14,7.078771345411337,2.6983241882517097,5.3747012382501715,1.5878058913861595,Iris-virginica
+15,6.318290838549603,3.094916635999201,4.787276773272666,1.7793067010331618,Iris-virginica
+16,5.765377590315944,3.330253103746956,4.502805879142286,1.6692774405687356,Iris-versicolor
+17,6.414292143926832,3.0502475050998386,4.932913337538536,1.6198756311104632,Iris-versicolor
+18,5.105039826056568,3.5010623285284854,1.5829470473704783,0.3669996710328053,Iris-setosa
+19,5.017078134919743,3.972881672319641,1.376502878291142,0.27972699197877954,Iris-setosa
+20,6.226434775805226,3.202905065003863,5.287818912316063,2.0197307631886408,Iris-virginica
+21,4.941478735499776,3.4275580393461915,1.445989682677076,0.15505466601800677,Iris-setosa
+22,5.519912442136107,2.6986241796420813,4.136025926736482,1.0428321943192715,Iris-versicolor
+23,6.926568415006857,3.1177185611911695,6.054405335078943,2.2056845531577345,Iris-virginica
+24,4.983579607530104,3.509712130945929,1.4151358285783435,0.3472373481832034,Iris-setosa
+25,4.771730019062685,3.6092298804274097,1.3894434948426726,0.2180270033727441,Iris-setosa
+26,5.8433290957880315,3.649480846694516,1.100115816887038,0.3229107355154698,Iris-setosa
+27,5.270800182155871,3.917694109232228,1.6671406474125354,0.3016274497894399,Iris-setosa
+28,6.662914694967086,2.859902931870258,5.527331512567162,1.7592330544185217,Iris-virginica
+29,7.072148491853308,3.384816694774199,5.088510079249023,2.069043000480038,Iris-virginica
+30,5.769509408870612,2.8121782679759098,5.7960536959187685,1.5518706633615582,Iris-virginica
+31,6.525351856370777,2.955591227257026,5.177096219359769,1.8321323329663706,Iris-virginica
+32,4.854525950723487,3.2573628157004606,1.4829397330722371,0.18997046844515011,Iris-setosa
+33,5.010243389979795,3.5919975112846054,1.4352446332655069,0.1774182689851812,Iris-setosa
+34,6.906814636630272,3.3794727811022085,5.976251345349314,2.197859698751741,Iris-virginica
+35,7.115245031872677,2.8826737124091157,4.142624327968146,1.3702418202177045,Iris-versicolor
+36,5.8535020937193405,3.1667654376922925,4.990653995922322,1.7075979063239535,Iris-versicolor
+37,6.4579505109429,3.0336732836486777,5.070819824075243,1.5788638767367664,Iris-versicolor
+38,6.04769380634597,2.865495655445952,5.074887510241485,1.7931360217584,Iris-virginica
+39,4.830511241699252,3.1290771705190132,1.3684832650457723,0.14889710868182213,Iris-setosa
+40,5.010475416417787,2.79383389970553,1.3106578889017508,0.22911409337300429,Iris-setosa
+41,5.8765707754115795,2.9123997187914683,4.390951660404321,1.6124083818485384,Iris-virginica
+42,5.054168167889847,3.221922656108869,1.2498462737916454,0.2731310172179546,Iris-setosa
+43,5.590857915041904,2.958459787881194,4.388703412372111,1.540994633113516,Iris-setosa
+44,6.450238055901746,3.014131516218428,5.004214589782577,0.37307856799949796,Iris-setosa
+45,7.020137273227671,2.814910253367811,5.23002007201652,1.8748055056404784,Iris-virginica
+46,6.328425688033506,2.875856032503063,4.149333295283395,1.3450018063841735,Iris-versicolor
+47,5.695632404939407,2.825554188142343,1.3355279300140666,0.1090386639116081,Iris-setosa
+48,5.808373219570433,2.798343794434902,5.044225650601555,1.4494229373318699,Iris-versicolor
+49,4.76377101419197,3.4801107358556935,1.561094197578592,0.4163609555105827,Iris-setosa
+50,6.214289797328003,2.976853035735784,5.24758702761585,2.1052756809803297,Iris-virginica
+51,6.646324027398768,2.926021277797678,6.239779205357829,1.7203759612968272,Iris-virginica
+52,6.19947805725771,3.0228673542845645,4.645212357452878,1.4767927924629607,Iris-versicolor
+53,6.68487735290782,2.9473184971390705,4.217044918079101,1.3793495975246985,Iris-versicolor
+54,6.3557539838287544,2.6001567228791584,5.718824767978585,1.887968313826052,Iris-virginica
+55,6.475440239022114,3.220851335609431,5.105905433680945,1.7829254763877962,Iris-virginica
+56,5.752040627419267,3.570511600612586,5.516420396398905,2.50553231544953,Iris-virginica
+57,4.686299064667713,3.498011470419643,1.4337575878762425,0.12860275339169072,Iris-setosa
+58,7.040781694306729,2.8414163924111504,6.053223369236339,1.7383715886138433,Iris-virginica
+59,6.20899874644045,2.775447946491296,4.33309340079703,1.4455577485410873,Iris-versicolor
+60,5.541240846246273,2.97504019450658,5.412244377992862,1.742950836567656,Iris-virginica
+61,5.194442210419333,3.4914513545948647,1.5973621731086614,0.42318334097863397,Iris-virginica
+62,5.801759672947582,2.671858702994049,4.117729970405026,1.2513082599797916,Iris-versicolor
+63,4.518893424050775,2.889304008728661,1.3811680061838183,0.1341767181294499,Iris-setosa
+64,6.320220901579854,2.9868906136813216,3.980994231405934,1.112354618672752,Iris-versicolor
+65,6.225294295692081,2.712653781703229,5.23861840676758,1.627430493004599,Iris-versicolor
+66,5.35091086837975,3.389233842299048,5.253517262845812,2.252688776956759,Iris-virginica
+67,6.659383984079397,3.496419072557594,5.2519597187614036,2.0961889651188175,Iris-virginica
+68,6.368286943682494,2.939829523023132,4.633189304713924,1.5662450430575552,Iris-versicolor
+69,5.89965473418775,3.0999408053980475,4.395292593773661,1.4655913232153843,Iris-versicolor
+70,4.813921680168078,3.0066070415588553,1.58127836637006,0.20107931708433152,Iris-setosa
+71,5.662291738310395,2.4886545137898244,4.476437430241817,1.4183053771859542,Iris-versicolor
+72,7.29368440253331,3.0910054007334002,6.331785466375758,2.144163907563377,Iris-virginica
+73,6.376688565688551,2.818575979070728,4.843402835491181,1.5178100561512473,Iris-virginica
+74,6.033369648566197,3.08852191005048,5.411833833685679,1.9838580140204614,Iris-virginica
+75,6.089938936007918,3.064532850892121,4.757650337116175,1.407082564211326,Iris-versicolor
+76,6.627189433063994,3.121676616591646,5.505699077752945,2.262421046374807,Iris-virginica
+77,5.107195191273579,2.546688170043999,1.2504908012680476,0.01906151415442342,Iris-setosa
+78,6.604029260472647,3.0489570308019793,5.681774627122131,2.0689081047251303,Iris-virginica
+79,5.921683719331916,2.497261779022089,4.673846491929101,1.4253432094069232,Iris-versicolor
+80,5.473599853305927,2.7361248488109533,3.4617430565234146,0.7597463759196685,Iris-versicolor
+81,4.835006248013102,3.449722953784503,1.3913962903869166,0.11028522085835676,Iris-setosa
+82,4.864902453289306,3.8523780382006754,1.3891303818299332,0.23216978770738195,Iris-setosa
+83,6.613311235053867,2.8447577677674674,5.540322686599625,1.8078228757745953,Iris-virginica
+84,6.039226218574268,3.306749474540191,5.280560341290628,2.303210480887101,Iris-virginica
+85,6.320822793870152,3.0793148005930284,5.522581150332118,2.1928421690655693,Iris-virginica
+86,7.485321395908327,2.808139286967855,6.261088138780191,2.0076568626730897,Iris-virginica
+87,5.188935852617438,3.7076787963651663,1.3778306603797346,0.11279601632630229,Iris-setosa
+88,6.610922316106767,3.0687709836240424,5.40424678120672,1.7799552375701908,Iris-virginica
+89,6.404666699376328,3.0611015252452463,5.323976937648595,1.4892941654657539,Iris-virginica
+90,5.366595360165373,3.4699159218816202,1.4417924040572807,0.26038728855547566,Iris-setosa
+91,5.760868651111877,3.1112286003600467,3.872422750518999,1.3245721389107037,Iris-versicolor
+92,5.956145809785646,2.888288072454713,4.960774279049553,1.4075864812022794,Iris-virginica
+93,6.839392232219549,2.898462841620887,5.500087734880489,1.765092380237847,Iris-virginica
+94,5.287016701359859,3.310820527688727,1.4170086729845632,0.21806068399485035,Iris-setosa
+95,6.02161119194876,2.8716120341470996,4.921911334417843,1.6743022643950272,Iris-virginica
+96,5.931311728338914,2.491430222720815,3.582350020979738,0.956046526922887,Iris-versicolor
+97,6.089052485522846,2.7430472442414384,4.352304667456447,1.4071394916476194,Iris-versicolor
+98,6.3681260993531446,2.916050707219087,5.491473376277967,2.2781177787275277,Iris-virginica
+99,4.7834228422301495,3.1264089662698438,1.5675373882729844,0.3126877680614905,Iris-setosa
+100,6.606574715235633,3.127206253224375,5.6668252549511,2.386211058606493,Iris-virginica
+101,5.470069517026562,2.355967268411032,3.8704430042432287,1.280772196209381,Iris-versicolor
+102,5.073037470430249,4.038960636203955,1.302169271978534,0.35091980101162523,Iris-setosa
+103,5.270675007985954,2.8216183648266395,3.707981977679025,1.3842690725592024,Iris-versicolor
+104,7.052266725120084,2.754764233035067,5.316511787899773,1.5671519514567487,Iris-versicolor
+105,6.157781092017167,2.7816255232013063,4.916864945714657,1.4309194817191642,Iris-virginica
+106,6.4000996055666795,2.9886917669398674,4.895924303092784,1.5833745815526714,Iris-virginica
+107,5.997771718756864,2.9269726711308643,4.649859145172878,1.222540080308232,Iris-versicolor
+108,4.669110496496599,2.6046082751823985,1.3401144179926185,0.10434971290938011,Iris-setosa
+109,6.303953424516532,3.2964650103782764,5.062007066909802,1.966643172156936,Iris-virginica
+110,5.035557811289343,2.60521011050723,3.579788316854042,1.122010299323478,Iris-versicolor
+111,6.422125536662653,2.9434030391765176,5.063231554541489,1.4377482790360445,Iris-versicolor
+112,5.100196487175341,4.1232388818097405,1.155179830887467,0.24845696514059892,Iris-setosa
+113,7.243562459378875,2.7619964966326838,5.512464457768505,1.973678531754094,Iris-virginica
+114,4.933783318698477,3.8762788129925823,1.37860910128722,0.10962649029373517,Iris-setosa
+115,5.207888896448283,3.563159681027605,1.4852651936967711,0.21253083818704094,Iris-setosa
+116,4.514213166669947,3.2194627921978554,1.6105533298852217,0.2605961495168587,Iris-setosa
+117,5.958795709487097,3.345172086148924,5.221612375428004,1.7759224862393448,Iris-virginica
+118,6.5589930978690525,3.005900622054537,5.194446461150851,1.8291473831780434,Iris-virginica
+119,5.579209131885101,3.563406933200699,1.6360463279801503,0.49613669979679825,Iris-setosa

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
+0,5.9180765218205345,2.935752128729977,5.145441092953893,1.6365847970952907,Iris-virginica
+1,6.567504857036473,2.8316240382225297,4.58607750342843,1.4101622479264657,Iris-versicolor
+2,7.026987419793145,2.858027898325408,5.991231911091834,2.065178078248088,Iris-virginica
+3,4.959979946234552,2.343033576932183,3.0445764754876405,0.8863582259898712,Iris-versicolor
+4,5.426669267802878,2.342879987050546,3.6153558862378854,0.7147027044009822,Iris-versicolor
+5,6.211107122972271,3.024164699695303,4.878328793959397,1.4093297727647516,Iris-versicolor
+6,5.786975964790772,2.8464946317115425,3.5158594567910098,0.9291887924688462,Iris-versicolor
+7,4.859160291432331,3.7052596954712977,1.516951119737049,0.17783931402216066,Iris-setosa
+8,4.959744588867768,3.627369897002787,1.3595514335856294,0.15615434967823572,Iris-setosa
+9,6.473773180931578,3.3590065859579163,5.137103443990814,2.3868939656586607,Iris-virginica
+10,6.066386108862656,2.8770477605633755,3.6101934336719417,1.2680014271688311,Iris-versicolor
+11,6.191482760630024,2.445454830066088,4.627509315082145,1.437909332669276,Iris-versicolor
+12,5.903263190610036,2.952859281637009,4.438911760272854,1.6193650396578025,Iris-versicolor
+13,6.292143841534264,3.0088535523915647,5.073756866427321,1.9994740026572428,Iris-virginica
+14,6.318154187841457,3.0410045943619837,5.141754915839695,1.6327333800100123,Iris-virginica
+15,4.4487821614341625,2.576403132834879,1.196725062180209,0.23974523227669256,Iris-setosa
+16,5.795261758277597,2.949764155079182,4.5340498405295655,1.7962756259460853,Iris-versicolor
+17,6.0272174371495755,3.0788448950192118,4.50408897025156,1.5649878839520304,Iris-versicolor
+18,7.233160657353438,2.81642202619889,6.283110722319858,1.5740733738454453,Iris-virginica
+19,5.50727835112624,2.7664336623834584,4.241819709355957,1.1299164663453645,Iris-versicolor
+20,6.258485856091555,2.7107681386212477,4.791622311833531,1.817116216595839,Iris-virginica
+21,6.26362201419309,2.912078838679438,4.728734561106598,1.5835025277143362,Iris-versicolor
+22,6.103654865464531,2.906995948356497,4.787074191044691,1.751683195618709,Iris-virginica
+23,5.985892814121845,2.740687291896055,4.88254411409278,2.002492612979279,Iris-virginica
+24,4.59455080581028,2.9671781068528795,1.6457416478368239,0.043408509865007244,Iris-setosa
+25,6.592314135223652,3.1860506291863695,5.57329166620864,2.08873788296028,Iris-virginica
+26,5.704123373646388,2.8609553988491436,4.912949460152256,1.6717748132828443,Iris-virginica
+27,6.514292923256207,2.57723787296263,4.632363409924808,1.2479483688135022,Iris-versicolor
+28,4.7968215940116,2.6320369746788774,1.402507024602084,0.17947573844984346,Iris-setosa
+29,7.00489927913405,3.037489559296725,5.18576917204604,1.5314188471758765,Iris-virginica
+30,5.089001771561996,3.5274269850199325,1.4122390341106923,0.4037359079408751,Iris-setosa
+31,6.337535802203431,2.7511762292778426,5.569491986194019,1.3793948812296648,Iris-virginica
+32,4.3448565261103,3.4206618626525724,1.3333891146588015,0.10043806966997895,Iris-setosa
+33,6.085742161843041,2.8454751845666255,5.0292264527084845,1.6351361249830862,Iris-virginica
+34,5.664575614264645,4.040231144076086,1.7443113109960642,0.2596275267292641,Iris-setosa
+35,6.539406985972054,3.01140906031882,5.164620176193792,1.6213744408265325,Iris-virginica
+36,6.718519880558667,3.2222322481738,4.760775119698961,1.4545182475719967,Iris-versicolor
+37,5.69860235206396,3.3018063868409793,1.4363455797076523,0.2484300065592224,Iris-setosa
+38,5.998757527588538,3.05708576915412,5.260983294618641,1.8734317841649217,Iris-virginica
+39,7.086467067265435,3.0446584635497707,5.2921238942859175,2.033927788808569,Iris-virginica
+40,6.671646312061546,3.799440110917715,5.448170124356471,2.510514088620976,Iris-virginica
+41,6.352200494875089,2.901822934235461,5.436291094748374,1.6310765637216016,Iris-virginica
+42,4.5252199625686105,2.967914050273634,1.3311419022289956,0.2369776203215268,Iris-setosa
+43,6.69049968487323,2.445729109945164,6.239738944642261,1.8706882867182504,Iris-virginica
+44,4.547717874387219,2.992029461233154,1.2768696511641064,0.2311496917799399,Iris-setosa
+45,7.17106659402019,3.0182462365400866,5.418578028547675,2.258073852577211,Iris-virginica
+46,5.718490631919638,3.9620002781825265,1.4058141984278871,0.27220480079918963,Iris-setosa
+47,5.9001189383762656,3.3307422280102212,5.084105028934376,1.753566124972283,Iris-virginica
+48,4.988551328855753,3.7020107971302125,1.5622538473547656,0.33403963809856746,Iris-setosa
+49,6.316189241072098,3.139427607828165,4.659555549668099,2.004329407296431,Iris-virginica
+50,6.64898088492927,2.884483694197761,4.166260256269048,1.1472394014601381,Iris-versicolor
+51,6.1986117738044815,2.860929268786031,4.202542423675203,1.125610339358646,Iris-versicolor
+52,4.504555428993633,2.6801294570117618,1.4050358237304146,0.2720293775743197,Iris-setosa
+53,5.511789680173718,2.6324829661810885,3.8939947883057586,1.1058526263060264,Iris-versicolor
+54,5.636209586590892,2.9139249647112284,4.985886663103121,1.5888967343645666,Iris-setosa
+55,4.908335936919455,3.1833181011576412,1.5758229104181833,0.17798467370127521,Iris-setosa
+56,4.446586512650803,2.6750681421782847,1.3892069557331839,0.0891345763828924,Iris-setosa
+57,7.283434920712688,3.083660205967399,5.550682804399873,1.6571331384362837,Iris-virginica
+58,8.035759759268105,2.773468516721613,6.320123793794752,1.8545350439386297,Iris-virginica
+59,6.560502036097386,2.6031500262075395,5.272289361926446,1.387215488941142,Iris-virginica
+60,6.638495289488562,2.4340359572152437,5.356201820833455,1.679008643959122,Iris-virginica
+61,6.321010122873255,3.498080386218055,5.722367459413636,2.303670242579384,Iris-virginica
+62,6.748062035980319,3.221227312514622,4.269881053270012,0.9594968431673612,Iris-versicolor
+63,7.3267679196804245,3.0800043367627823,6.419617142943762,2.0117023967058207,Iris-virginica
+64,6.430824944625945,2.778197335057576,4.876611773821049,1.8838507553181274,Iris-virginica
+65,6.129674326239776,3.0534473451177813,5.435774801926398,2.040278023240509,Iris-virginica
+66,5.16582162461882,2.846021074389783,1.1516601084310079,0.1523002960839237,Iris-setosa
+67,5.821292712065158,2.640901974040979,3.8828673817848562,1.4310637140705302,Iris-versicolor
+68,6.508763070098337,2.767428578036497,4.895519971846975,1.1937779236671473,Iris-virginica
+69,5.653088554004692,2.378947317601479,3.9682259420438073,1.1621911188441723,Iris-versicolor
+70,6.373209613806362,3.3480223467653722,5.213761729856178,2.4187259451751144,Iris-virginica
+71,5.625597860030794,2.9143187764281104,4.965980226929948,2.0307973734063705,Iris-virginica
+72,7.02851095909441,2.9594522031016703,5.8728422455777505,1.6770080968292675,Iris-virginica
+73,5.694354353110242,3.041586664434206,4.655549659681779,0.32141541501897763,Iris-setosa
+74,4.778514268059201,3.1445524908346814,1.2402562283653003,0.14417075459581724,Iris-setosa
+75,5.066608902344298,3.55138679292731,5.038216813312815,2.229755331309976,Iris-virginica
+76,6.277864797130019,2.84378922818339,4.975199368971487,1.7452804531561665,Iris-versicolor
+77,6.211644413691277,2.994909419494634,4.810776675445245,1.8022343157766156,Iris-virginica
+78,6.188800431839535,2.6846818808264605,3.9569472312338734,1.1747574643044774,Iris-versicolor
+79,6.951306256542179,3.1372843334567353,4.871917699159828,1.335782675913336,Iris-versicolor
+80,6.147137514850935,3.06100133642753,5.123312595437002,1.9605983292995008,Iris-virginica
+81,5.990348884091357,2.887142470561796,5.021870508109136,1.867306665773944,Iris-virginica
+82,5.569425890178902,2.9257234749266328,4.887464479692362,1.6866233996721778,Iris-virginica
+83,4.8859871803020445,2.134889777981854,3.249978446323948,0.7775343514674432,Iris-versicolor
+84,5.1661197455923515,2.172367490927496,3.4231157825521743,0.7536070613341975,Iris-versicolor
+85,6.143028280251072,2.9678267660798774,4.458046832873746,1.5048027315749901,Iris-versicolor
+86,4.519568254263449,3.2426424643037155,1.2639389832040215,0.13477530392122244,Iris-setosa
+87,4.901106535291159,3.7828560825433843,1.5286076360776528,0.24324416190431658,Iris-setosa
+88,4.878461433675206,3.2051334929320303,1.554971915152811,0.1809216818188011,Iris-setosa
+89,5.927249011420053,2.711089041918012,4.664857129403066,1.7644993427921083,Iris-virginica
+90,5.5120322222052645,2.738819262225886,4.721654305407289,1.6798202256846568,Iris-setosa
+91,6.926194082222507,3.7386619463464728,5.576950947552983,2.309113129312431,Iris-virginica
+92,7.0334113074575235,3.2879898814071287,5.86601460380363,2.2481568404613776,Iris-virginica
+93,5.974977860388389,3.0738427751137793,4.3930128080366195,1.6534924733503127,Iris-versicolor
+94,5.952636770356621,3.0801475685107294,4.148216486857375,1.3735325968172154,Iris-versicolor
+95,5.044073236108764,3.6647463477319313,1.16181661443059,0.16364121534324255,Iris-setosa
+96,6.3810693789586495,3.153337164595852,5.672225477204526,2.1266525867757067,Iris-virginica
+97,4.914298135080055,3.170885476219661,1.625423188125465,0.3569768073861667,Iris-setosa
+98,6.303491603888538,3.1475152476352606,5.159291001423596,0.29711316826176626,Iris-virginica
+99,6.355286583396535,3.0335605397128815,5.556202019701858,2.1234816627950353,Iris-virginica
+100,4.929575577081803,3.4828101361209676,1.3108487399193915,0.25946542677659074,Iris-setosa
+101,5.007088424081976,3.6298240519967258,1.672825686378981,0.466028826376511,Iris-setosa
+102,5.915651371722351,3.81704585813627,1.5677116152302337,0.3106854373978742,Iris-setosa
+103,5.233710801140753,3.547643429413727,1.521321231573942,0.347467652527109,Iris-setosa
+104,5.891468162680397,3.4606770358627035,1.7655295995401517,0.4113626347300793,Iris-setosa
+105,4.716414122206035,3.387048742780594,1.4631143233732034,0.12821787035474494,Iris-setosa
+106,4.913338556277363,3.795057093315311,1.435274682187956,0.23399495195375475,Iris-setosa
+107,5.471679223081426,2.7103657370147647,3.544446875211763,1.04830142250602,Iris-versicolor
+108,6.5668987745193785,2.619405734438515,4.128222826036006,1.1012157615093037,Iris-versicolor
+109,7.021162240209451,2.5666394142142295,5.197341349093515,1.409340403134554,Iris-virginica
+110,4.989389575506893,3.4310191153188994,1.600810093680138,0.22318071604402526,Iris-setosa
+111,5.178494382154275,3.455973617212595,1.471683787352509,0.238197999182998,Iris-setosa
+112,5.1170015017306385,3.5609471885353075,1.346272222172446,0.2693119842208596,Iris-setosa
+113,5.091041884141869,3.853864279891305,1.6606517821161164,0.44917002532965145,Iris-setosa
+114,6.561833438162428,2.8710668044928305,4.924990516731938,1.2318963178161915,Iris-versicolor
+115,6.319507064440538,2.9910993744893064,4.871774617323893,2.16730385772902,Iris-virginica
+116,6.291990462775669,2.854295433879555,5.012469990555469,1.6182321206612624,Iris-versicolor
+117,6.9129080144193145,3.3208956758556036,5.535520262677304,2.0599886803530136,Iris-virginica
+118,6.785862561896895,2.8135274410533797,5.800907657727181,1.876812346105147,Iris-virginica
+119,6.502303390968584,3.3076349717769786,5.424500645442283,2.074153331088569,Iris-virginica

iris/tvae/3/15/test.csv

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

iris/tvae/3/15/train.csv

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

iris/tvae/3/15/val.csv

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

iris/tvae/3/16/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.602689540555491,2.77849291457095,5.256958876939165,1.7385494637262533,Iris-virginica
+1,5.974395204663957,3.054215948091891,4.978405551111819,1.6951132450243989,Iris-virginica
+2,7.0757700521277815,3.2605978484661406,5.907247848938384,2.1426992831821106,Iris-virginica
+3,6.6723561760835075,2.949863726569723,4.493586005841543,1.1486507239261026,Iris-versicolor
+4,4.967256670026266,3.4634994228899374,1.352687775055233,0.22490200419091974,Iris-setosa
+5,6.147981834873502,2.9287537806944024,5.220384696017103,1.9490335528333482,Iris-virginica
+6,5.268997287579082,3.150756881050351,4.217571391642407,1.1195996036689424,Iris-versicolor
+7,7.16252196864529,3.913796748367184,5.545461277083519,2.1320473658860144,Iris-virginica
+8,6.095426372530904,2.9565101227833726,4.963283765585129,2.0350067732471775,Iris-virginica
+9,5.766460104020091,2.912641437325788,3.92815791200293,1.463458106531163,Iris-versicolor
+10,4.831095272621732,3.4594402508034117,1.4606273033197286,0.22652352048449093,Iris-setosa
+11,6.722992848421682,3.1262649646513916,5.589559303960967,1.8823887378431512,Iris-virginica
+12,5.995478158535551,3.013090942280166,5.147059410821367,2.0387945861547943,Iris-virginica
+13,6.007525888027897,3.147574825786942,5.338461585012603,1.9642551079103863,Iris-virginica
+14,5.9823809315061345,2.75002033712583,4.652285265187836,1.6199131705222234,Iris-versicolor
+15,7.053763325568342,2.8990613372520304,5.200376235551558,1.7401530341703146,Iris-virginica
+16,7.128044067584821,3.280310439668433,6.130590924827368,2.269878838158885,Iris-virginica
+17,6.553650887580159,2.8292671406828083,5.330461241368078,2.4168114555621183,Iris-virginica
+18,6.113620213402318,3.3315079380525496,5.292174137222643,2.2468109473733664,Iris-virginica
+19,6.248371122904706,2.8104792254722226,4.5982992574414245,1.5624013768350635,Iris-versicolor
+20,4.622692936017555,3.098074073785896,1.2717783485174932,0.117175905537342,Iris-setosa
+21,6.821238637581091,2.5867638481920947,4.9839687359454405,1.5468744399379664,Iris-virginica
+22,6.896188217647125,3.3702517771397535,5.363811171285366,2.4647866579379256,Iris-virginica
+23,7.151336024815404,2.7673595457106277,5.212324327224305,1.5040781694470289,Iris-virginica
+24,6.18049303104167,2.859782605521717,4.684368035820143,1.9301452971926143,Iris-virginica
+25,5.269969029082954,3.458017290010964,1.7278089994663175,0.37389904534974217,Iris-setosa
+26,4.462470073735406,3.8019171761613526,1.3299878040090518,0.19040627044703484,Iris-setosa
+27,6.102159379049031,2.53514243267374,4.468061947201351,1.2950778722121972,Iris-versicolor
+28,7.471138553453426,3.279283727705905,5.835062866745187,2.2859908447048918,Iris-virginica
+29,4.351152239443966,2.6439093664498774,1.2751217474393892,0.1525321145138146,Iris-setosa
+30,6.419410934410897,2.585976547878627,5.205626838491937,1.62106692077499,Iris-versicolor
+31,6.119510049903452,3.3520024867468132,5.272485494770625,2.1893618455400334,Iris-virginica
+32,5.850619909761651,3.0569299063999296,1.6319340605177801,0.25292442589581093,Iris-setosa
+33,5.420171478886051,3.6971993457639396,1.6061087658901372,0.4071943061335704,Iris-setosa
+34,6.555026869560838,2.956626332421342,4.972785705246457,1.9620421927063014,Iris-virginica
+35,5.021876652891166,2.653349307474142,3.613857192678406,1.0139939055243792,Iris-versicolor
+36,6.5026677751254915,3.189674919943897,4.578660331975476,1.2592797669991578,Iris-versicolor
+37,6.192656886984088,3.0974980150780524,4.532340202092076,1.2777268180209496,Iris-versicolor
+38,6.18756926863543,3.232599960940219,5.011160262501456,2.0839069506349213,Iris-virginica
+39,6.4981685968708005,2.9359356914663914,4.572158221335099,1.215774865906962,Iris-versicolor
+40,4.781824549460713,3.0162066494897113,1.6876559860630236,0.22089212443131798,Iris-setosa
+41,4.69672590146907,3.6063912392820754,1.4423821439134106,0.15427295849482808,Iris-setosa
+42,5.583295418698428,2.890545842905328,4.341977715840297,1.582115819090248,Iris-virginica
+43,4.841317509464615,3.16107445817927,1.431336277219541,0.1791322183158163,Iris-setosa
+44,6.323383540328131,2.887731685781759,4.757518223890449,1.6050780163984524,Iris-versicolor
+45,7.15503171167741,3.1083565779652305,5.646904948301771,1.8318495655518099,Iris-virginica
+46,6.95890996945629,3.2762757084516982,5.407714882026673,2.169713924460197,Iris-virginica
+47,6.662859560809926,3.3215546687549593,5.3636045964100365,2.3987645487550657,Iris-virginica
+48,4.911873179935072,3.285513176740134,1.4419069503280089,0.20893290514303242,Iris-setosa
+49,6.346046495459862,2.9623476280228096,4.320691343973736,1.6103810635965627,Iris-versicolor
+50,4.922692391548977,3.484794438497375,1.6274107158383153,0.28332635839000775,Iris-setosa
+51,5.515238539097552,2.177994979595059,3.725163563414947,1.2393728508910713,Iris-versicolor
+52,6.169582734876163,2.649697801861578,3.7185611325066494,1.1787916878063518,Iris-versicolor
+53,4.224357219300105,2.5117537796368223,1.4103271226064182,0.13104898009867777,Iris-setosa
+54,4.696693675001383,3.4021624466841724,1.6146019327363899,0.16611423430078096,Iris-setosa
+55,5.301694211747832,3.7009623162199903,1.5700709270107043,0.2913867629833237,Iris-setosa
+56,5.695834907281953,2.831664642301743,4.765378632274846,1.6073379277179356,Iris-versicolor
+57,5.176784045840333,3.2383055624483523,1.5071580238619768,0.3234782858982108,Iris-setosa
+58,5.9762156110983,2.626418685851751,4.846219297158298,1.6991390932263064,Iris-virginica
+59,6.0972223493041415,2.902875171126884,4.7762746628584125,1.7367858647738956,Iris-virginica
+60,5.02578722478629,4.214377279313702,1.399178285020047,0.1783658145776736,Iris-setosa
+61,4.438530844238026,3.2819554360597363,1.2521089759720585,0.14135448877726392,Iris-setosa
+62,6.395062783420509,2.8525970561938463,4.398638989585416,1.212087980746582,Iris-versicolor
+63,4.9437016496396815,3.470737751484621,1.4309506455734418,0.31865394904435096,Iris-setosa
+64,6.826281354108758,2.9454058050463807,4.55086291636084,1.1915247705416159,Iris-versicolor
+65,4.469332127785896,2.8829141918216186,1.1496657821846155,0.1256159376023558,Iris-setosa
+66,5.491424860415895,2.92078044737868,5.026078390123396,1.4281548138583828,Iris-versicolor
+67,5.346503000903503,3.2306292077312224,4.04980258822239,1.0527978092923251,Iris-versicolor
+68,5.1318011757492705,3.210860939487449,1.4291120633870853,0.22003881212065757,Iris-setosa
+69,7.248222438993335,3.0103834109710714,5.793590021533921,1.813332700307872,Iris-virginica
+70,6.077904644473668,2.8888010337449566,5.138887875640643,1.8031531364236664,Iris-virginica
+71,5.7260034975227905,3.148505582107694,1.7823890065687071,0.4878386375733553,Iris-setosa
+72,6.464296795116479,3.294955867423349,5.103777177291696,2.138571295472102,Iris-virginica
+73,5.386684957416142,3.6944086920890635,1.4880873797523775,0.28865975810004013,Iris-setosa
+74,5.691961396618969,4.002548700013715,1.300076000047058,0.21080316413998418,Iris-setosa
+75,6.951579424251776,3.052534140175901,5.960488220793315,2.0930066844839006,Iris-virginica
+76,5.206939468576876,2.767882410518901,4.207904503076743,1.346384895596796,Iris-versicolor
+77,4.706496919430446,3.5259704897322024,1.743598995098536,0.2288864241483857,Iris-setosa
+78,6.329467815496293,3.13222776991362,5.260974271758759,1.91875379028095,Iris-virginica
+79,6.510061723880254,3.1519206265834403,5.460512088025848,1.8955924045526797,Iris-virginica
+80,6.620295702376895,2.9291337179262698,4.485535929270961,1.3399627553336682,Iris-versicolor
+81,6.4316220106170325,3.2081474158505006,4.918235739711828,2.0045135123602313,Iris-virginica
+82,5.2152130820227205,3.4971427916054094,1.5540118028175451,0.3779624143353243,Iris-setosa
+83,6.50773676839354,3.018889552826437,5.286362117412031,2.112637108852458,Iris-virginica
+84,6.663849053161069,3.494679792354899,5.436102951374578,2.2873141408478097,Iris-virginica
+85,4.875651922337421,3.559900207264683,1.3730806879161754,0.1511057634120876,Iris-setosa
+86,5.046976149738013,3.7342157632974837,1.458218200285521,0.22490795812832726,Iris-setosa
+87,6.9026206057945805,3.2669972000575984,5.456835944505529,2.477412123884908,Iris-virginica
+88,5.403402904663174,2.805472398580802,4.285035709202795,1.2315448472079473,Iris-versicolor
+89,4.757559227156061,3.6889688490253882,1.377123934115142,0.3022304670524505,Iris-setosa
+90,7.185059102367413,3.089350126320549,5.748641580019258,1.8620417141437369,Iris-virginica
+91,5.376451486671315,3.8772573220765643,1.0297076096162574,0.18911448061294045,Iris-setosa
+92,6.816187573109747,2.9752744127062893,5.219929174968432,1.7560911234099983,Iris-virginica
+93,6.2218678512173025,3.080513937227859,4.513419259623122,1.458325952000839,Iris-versicolor
+94,6.767926525464509,3.1396090536984045,5.219816053891739,2.1747502929547284,Iris-virginica
+95,4.636619693861579,3.2580352296545327,1.4273820925346128,0.28998676148442176,Iris-setosa
+96,8.12382941381564,3.41312153187103,6.197513810239973,2.2756781730902174,Iris-virginica
+97,5.901219056876853,2.5571426247940146,4.909901920174209,1.8927494735983417,Iris-virginica
+98,6.418101488380756,2.9026493111368836,4.659308964261651,1.6786239129717417,Iris-virginica
+99,5.846142519684949,2.750836755475711,5.013881034561276,1.4669900747422835,Iris-virginica
+100,6.926918329494777,3.436369211884753,5.906533565896783,2.212960453999072,Iris-virginica
+101,5.864758755870332,2.6351836660434276,5.124909254277234,1.5457416626530132,Iris-virginica
+102,6.688613852401237,3.190727132982007,5.25315103991887,1.958248217160711,Iris-virginica
+103,6.917261379381126,3.0048714355249047,5.199541058843121,1.5648490988335233,Iris-virginica
+104,5.449235655960455,3.5210480064900915,1.7108741961611986,0.5153292223906938,Iris-setosa
+105,5.812573796959047,2.8663733915540877,4.47886351775191,1.2294563087651393,Iris-versicolor
+106,5.392732443272545,3.3577495765378065,1.5957121419359077,0.37488840149744707,Iris-setosa
+107,4.831346052486322,3.594956256034971,1.6066193161678335,0.23004780311140746,Iris-setosa
+108,6.143098800247707,2.94970025332701,4.545026221036274,1.9329771150573267,Iris-virginica
+109,5.481637166491664,3.9506428706280836,1.2258050222760795,0.24816334204661777,Iris-setosa
+110,5.9702914776698375,2.5637168259438567,4.052010323587149,1.4500745851412944,Iris-versicolor
+111,5.738908005309196,3.126199657832417,4.999454323897926,1.7305889778434007,Iris-versicolor
+112,6.521283893461128,2.8065339843329147,5.002785280902214,1.701821017100328,Iris-virginica
+113,5.196936160096001,3.5630892684594846,1.7893699710962794,0.26782969618823604,Iris-setosa
+114,7.340201171603385,3.008472189065056,6.103618257511238,1.7030481439199878,Iris-virginica
+115,5.563590577393279,2.697910871852207,4.243332307175255,1.4353247016128268,Iris-versicolor
+116,5.73032106206433,3.6133965028113297,1.481881601927653,0.2692433314247269,Iris-setosa
+117,6.904287966391862,3.481756276319813,5.7293988258588024,2.1530786745102324,Iris-virginica
+118,6.098406733414597,2.9860516326327855,5.263776141213594,1.9648534978422976,Iris-virginica
+119,4.980500913189975,3.341641264481498,1.5159026089641794,0.24452879128723534,Iris-setosa

iris/tvae/3/16/test.csv

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

iris/tvae/3/16/train.csv

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

iris/tvae/3/16/val.csv

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

iris/tvae/3/17/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.904801360905923,2.544895791461791,4.783019791722101,1.4795890697306795,Iris-versicolor
+1,4.550316977955929,3.4278064433455633,1.3410151392379708,0.1765225108993193,Iris-setosa
+2,6.124434613182683,3.032720320930232,4.381329767504402,1.267890216341491,Iris-versicolor
+3,5.993705911243667,2.7041757643564366,3.855489047340456,0.7952590787296854,Iris-versicolor
+4,6.735722584265278,2.9864727099469315,5.005974210883112,1.654224279099919,Iris-versicolor
+5,7.0098744576052585,2.8421138185113417,5.265760092944065,1.8235085318892181,Iris-virginica
+6,5.193465114345343,2.9665803709201866,4.228560169354122,1.100265850784027,Iris-versicolor
+7,6.795246335574435,3.057866612469422,4.935197270786581,1.4126770752079998,Iris-versicolor
+8,6.5235522052136705,2.9003749927319107,5.239195629238687,2.001647068460544,Iris-virginica
+9,5.652983283742409,3.08830315475648,4.638559005756492,1.7645383580903238,Iris-virginica
+10,6.538260108498651,2.7632946247843635,4.561370575401832,1.1971260142941011,Iris-versicolor
+11,6.863688595073565,2.849490038481815,5.432329486298107,1.7799393443640676,Iris-virginica
+12,5.9664355878008815,2.9135329120915445,5.375192719137094,1.9560601789834853,Iris-virginica
+13,6.851126477667314,2.9279176876783364,4.426651777241308,1.2720606090128175,Iris-versicolor
+14,4.66022610672536,2.955498878685785,1.2123172997933593,0.2256031859400491,Iris-setosa
+15,5.283465916473905,2.4863145265180524,3.6878705720163927,1.023006187619443,Iris-versicolor
+16,5.335722978559995,3.004986632817019,1.4268539832012872,0.1451556755258927,Iris-setosa
+17,5.142946881505618,2.803388383588448,1.2280899264984204,0.16639184875563257,Iris-setosa
+18,7.185053692734817,3.175245502624898,6.400448237454295,2.2155335943777374,Iris-virginica
+19,4.88983850655338,2.6752856293179708,1.4487258964095246,0.13062157157691645,Iris-setosa
+20,6.929959878078169,2.945042711061518,4.495804824061166,1.5329124647375794,Iris-versicolor
+21,6.650084076741854,3.0396754930227825,4.534402257744768,1.339320377199432,Iris-versicolor
+22,5.625173506002905,3.4110506008663135,1.5070506897428664,0.3545746483997816,Iris-setosa
+23,6.96698546740227,3.4496359973054203,6.118175920614702,2.183949888309523,Iris-virginica
+24,5.321940082420875,2.3721073300219793,3.921944829287552,1.3130049203577825,Iris-versicolor
+25,6.655230880176297,2.8241520753904887,4.4354544179614,1.5017664204308172,Iris-versicolor
+26,5.969412581645077,3.029969491491904,4.987301871152358,1.9889348554074107,Iris-virginica
+27,6.5312699792236035,3.548999167841309,5.54360348679153,2.2672737548585378,Iris-virginica
+28,4.3120658500368725,3.181952453439752,1.5116913943186547,0.1470710782917331,Iris-setosa
+29,5.807445197298187,2.8897108768669426,4.255574674570679,1.3601875349929637,Iris-versicolor
+30,5.324168845698213,4.116130101483724,1.3693409948911626,0.3007583929972085,Iris-setosa
+31,6.956521676223386,2.948856472619017,5.505149329789185,1.8325310015189034,Iris-virginica
+32,6.797043780197225,2.9340039162337432,5.293391114213126,1.4984157290761697,Iris-virginica
+33,6.308683809240529,3.0045196050137726,4.229454330850361,1.113201459605375,Iris-versicolor
+34,7.8561361847835895,3.646656231586241,6.499477101342349,2.189773793447726,Iris-virginica
+35,5.58434656900037,2.730545971998073,3.83915933418858,1.3195722204376668,Iris-versicolor
+36,5.0575354853413845,4.061755327622294,1.3296349544162274,0.23398888286689784,Iris-setosa
+37,7.156855285061687,3.1296213656867957,5.8869110663125035,2.1201697869019602,Iris-virginica
+38,4.543232311220579,3.2617463409782017,1.5043107517773688,0.21110332327188266,Iris-setosa
+39,4.847635807555732,3.510095045924308,1.4563693686187882,0.18606629432836574,Iris-setosa
+40,5.889989635155572,2.9851428986163517,4.678134056536563,2.100701441588541,Iris-virginica
+41,6.726687347338587,2.918023875344619,3.99163638595285,1.377647067899154,Iris-versicolor
+42,6.127358239623794,2.7236450800562086,3.92175542748215,1.0224255094008985,Iris-versicolor
+43,5.91803746071146,2.7812359314197854,4.382717855441173,1.4661226357715673,Iris-versicolor
+44,4.836604175788101,3.2279792309680406,1.483422630980373,0.2708138685151897,Iris-setosa
+45,5.1160926351529,3.7062719042191126,1.3624612105714498,0.22060703961340766,Iris-setosa
+46,5.7428317716788975,2.6812194793153084,4.27841841628452,1.154700703881513,Iris-versicolor
+47,4.863573925272875,3.102817993649882,1.3823443581479997,0.2295927117699565,Iris-setosa
+48,6.562688397838545,3.1959978620116134,5.316096229273343,2.2449646488992396,Iris-virginica
+49,6.350548019223347,3.203884490316138,4.623994280821448,1.6499311193466335,Iris-versicolor
+50,6.059977084869713,2.8054216196160984,4.584190438927823,1.9561451727784496,Iris-virginica
+51,5.786832301557498,2.7838783167119328,4.863749790731941,1.3090639585029027,Iris-versicolor
+52,5.166846177002308,3.89076881010649,1.297163792149066,0.2521247392054437,Iris-setosa
+53,6.025016441191145,2.969657083570716,4.551528306976511,1.5896872825036077,Iris-versicolor
+54,5.773684540951146,3.0873486384001767,4.8766277773563145,2.026782305812775,Iris-virginica
+55,5.229070401970314,3.39246581575108,1.6879665080184991,0.3101227769230106,Iris-setosa
+56,6.1792976489148,3.002969072075118,4.768209833916566,1.4970350860578188,Iris-versicolor
+57,6.986030914645107,2.996752563592559,5.401285213162413,2.2289120295800733,Iris-virginica
+58,5.590993115091965,2.7137460792883785,4.088801748311982,1.523493256130945,Iris-virginica
+59,5.499109788103141,2.7050884627646927,4.473803181600065,1.2568256094471622,Iris-versicolor
+60,6.348828975081895,3.3428307924722094,5.645815609651056,2.4094713714603984,Iris-virginica
+61,6.922987065967414,2.613893921322193,5.745789969490881,1.805889996356826,Iris-virginica
+62,4.830528031985701,3.592888757880717,1.5860417931067228,0.3502490980883752,Iris-setosa
+63,6.336688946804202,2.8787610503517858,4.5779047554518915,1.260854440035187,Iris-versicolor
+64,5.656174360316619,3.334892933566219,4.528280300744197,1.4174958516524705,Iris-versicolor
+65,6.530317354098143,2.692300476343323,4.920824297369099,1.4668028404411868,Iris-versicolor
+66,5.935425655814328,2.904767425895936,4.674250181893254,1.614157668492772,Iris-virginica
+67,4.807211649592254,3.27778718127309,1.4600322253538043,0.28197853345302565,Iris-setosa
+68,6.713790233454593,2.7651929868502068,4.444922803319901,1.4461367929742999,Iris-versicolor
+69,5.909097321481438,2.6611752019732315,4.391737576113773,1.0932901911327582,Iris-versicolor
+70,7.029597056009003,3.222794933240763,6.268130897839922,2.3955583673834653,Iris-virginica
+71,5.853112462689946,3.029275573034404,5.046456094090864,1.4028296154532942,Iris-versicolor
+72,5.330566196067709,2.7470434143003772,3.9532879656780713,1.0052508828210165,Iris-versicolor
+73,6.393237686338519,3.1484217633842815,5.3416208623049,2.1416534533894853,Iris-virginica
+74,6.151813170810135,2.6307394707285408,3.8449534449246316,1.1066540417928883,Iris-versicolor
+75,5.0670121485740784,3.8626067691468213,1.49534106097077,0.2220686635998347,Iris-setosa
+76,6.043392561979139,2.913296794863697,3.832851075969165,1.1020390026914368,Iris-versicolor
+77,4.554918110575996,3.0413817243482826,1.283083456592433,0.21319998208885252,Iris-setosa
+78,7.223600490187195,2.809597108851375,5.784389222846334,1.8780158148322454,Iris-virginica
+79,4.707024345496281,2.9399638488212423,1.327600375987164,0.11954128958098217,Iris-setosa
+80,6.378758916129538,2.8522036336982604,5.09091033347161,1.3028247337542762,Iris-virginica
+81,5.518294483405432,3.9021171603909997,1.6474045121628482,0.6199014163967733,Iris-setosa
+82,5.070081778539438,2.2728204877058826,2.957355420513448,1.136727116557875,Iris-versicolor
+83,6.150381478665411,2.9150800951267373,5.023487321189662,1.6669403257739892,Iris-virginica
+84,5.792000124621983,2.652056529772737,4.164781630957999,1.3963309416073613,Iris-versicolor
+85,5.977864583662098,3.2615550179689423,5.068152121281875,1.6547323776776175,Iris-virginica
+86,5.10283963405935,3.2343457640374678,1.4687613641172883,0.15200037692752555,Iris-setosa
+87,4.266182059721245,3.1112282355963097,1.4519593542236953,0.16049002148676683,Iris-setosa
+88,5.6790655346080605,3.1561798818279048,4.111388456667957,1.3778379962366554,Iris-versicolor
+89,5.600396927276941,3.0957554683465056,1.4154633587362273,1.8828723497370712,Iris-setosa
+90,5.634211789787752,2.509206325689543,3.8982708862914563,1.270811449996166,Iris-versicolor
+91,6.023667826414177,2.571050638120078,4.340589177997685,1.7436455433315794,Iris-versicolor
+92,6.393685584162477,2.892312117784287,4.978212312026736,1.794016510662359,Iris-virginica
+93,6.1487185207238895,2.6084183108527013,4.76439592025787,1.6014240330282257,Iris-virginica
+94,4.942428580989778,3.5851732419767255,1.7264241497551394,0.25613026200989386,Iris-setosa
+95,5.777509629075846,2.996281135540789,4.225326815762267,1.4419849278955814,Iris-setosa
+96,5.071535649584368,3.5928619066433365,1.3769271403254373,0.31488750637494145,Iris-setosa
+97,6.3316213918547755,2.708125880823713,4.673838926718332,1.34137342052876,Iris-versicolor
+98,5.68051586308596,2.6190778000219135,4.150948275212665,0.8925531397538582,Iris-versicolor
+99,7.152809126374294,3.364269013929953,5.4250382404841595,2.3274226991274354,Iris-virginica
+100,5.290110624333637,3.313079182219979,1.4142329589003135,0.15215366999904656,Iris-setosa
+101,4.720989742132115,3.2366609049848223,1.6185379446058064,0.3150111043663903,Iris-setosa
+102,6.934037720065212,3.1533071983415013,5.9130876851266905,2.4064534586640343,Iris-virginica
+103,6.042366706372772,2.682619738330524,4.517502391693891,1.359826302130744,Iris-versicolor
+104,6.84815728772495,3.137449338266717,4.756167488083046,1.3568456194208733,Iris-versicolor
+105,6.245809424446505,3.0958685839528073,4.590842703354904,1.8318413139197547,Iris-virginica
+106,4.6320000508658055,3.2910429530569543,1.3726971142295916,0.11323756414318525,Iris-setosa
+107,4.416299319686134,2.6785422124449876,1.4164583226497887,0.23804413616169556,Iris-setosa
+108,4.4437469754291135,2.878169907541386,1.3128164922650258,0.16430270195434604,Iris-setosa
+109,4.747216946534233,2.74678286838179,1.3314111516720595,0.16516902744639844,Iris-setosa
+110,6.291250347344097,3.3146192540059354,5.222909395033462,2.405440663532079,Iris-virginica
+111,6.329716067470381,3.225183621103366,5.209309653925025,1.9672468859925123,Iris-virginica
+112,4.775430734355217,3.0815848803496246,1.4539414964806618,0.22911395816727068,Iris-setosa
+113,5.402295843621957,3.7774509844330155,1.2741972980445766,0.15390322874750312,Iris-setosa
+114,4.9470722824708595,3.1223893653735844,1.329953193765101,0.18424955822450856,Iris-setosa
+115,4.556711306868557,3.3284030845017476,1.4581947736404663,0.1337028497351688,Iris-setosa
+116,5.166023406693052,3.4930141500421357,1.452125876616154,0.2736233792251612,Iris-setosa
+117,6.167716044809481,3.0770876300452983,4.793410069855523,1.4475908716001837,Iris-versicolor
+118,5.214305938996679,3.679455833559753,1.331813328593997,0.2777240153024341,Iris-setosa
+119,6.048649019461724,4.01217738255339,1.3809314586293404,0.24018067932984968,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
+0,5.3894660406081725,3.1322379430018574,1.6809708508413481,0.16493612873936167,Iris-setosa
+1,6.772642653211419,3.8751763984816483,1.6982900611340854,0.5506431920781794,Iris-virginica
+2,6.989995589624341,3.7862420427289187,5.888492579329052,2.2128599798085924,Iris-virginica
+3,6.1157158501909175,2.9454329599387674,5.197743216131343,1.8597330847850295,Iris-virginica
+4,6.644146364318954,3.1154473496949393,5.363157822151095,1.7548298138630387,Iris-virginica
+5,5.246163530854037,3.4946938458057404,1.4429459278219876,0.35827628576914033,Iris-setosa
+6,5.957734305824048,2.896662722084071,3.786420190972078,0.9898356867119257,Iris-versicolor
+7,6.893836215501572,3.3072122462526674,5.615404777484948,2.4376382235524288,Iris-virginica
+8,7.137697305731638,3.165379509239319,5.909084261326691,2.1359684482040895,Iris-virginica
+9,6.6912142020359955,2.7121129092000276,5.810366831723236,2.1952969451477773,Iris-virginica
+10,6.150742892451468,2.861199055798658,4.440760631455798,1.200965496965875,Iris-versicolor
+11,6.561573616363081,2.626648367631576,5.20033095887122,1.6889013547243865,Iris-virginica
+12,6.179563979637444,2.8618491980354466,4.331842469951869,1.3002980488123592,Iris-versicolor
+13,5.839955284625453,2.437208387844552,4.978017926855163,1.815362589074733,Iris-virginica
+14,6.020845420867914,2.9885308611511228,4.414318349435429,1.4495288120673644,Iris-versicolor
+15,6.895892060060629,3.9100207737697263,5.543383904950983,2.3165451907868726,Iris-virginica
+16,4.8826837060734976,3.226804687311654,1.420347327472062,0.18711971520420184,Iris-setosa
+17,6.83351760648443,3.1024270348040166,5.813191493086474,1.8620783811101247,Iris-virginica
+18,6.906683547396912,3.2195041497954016,5.476089972508717,1.97211869408927,Iris-virginica
+19,6.5879104450736214,3.268415138059731,5.567359936052651,2.1963358106966506,Iris-virginica
+20,6.744687448595593,3.0720896387219727,5.351286040550613,1.7470760464066981,Iris-virginica
+21,5.7645983508119905,2.8523051106869715,5.042679901912368,2.1141694557366053,Iris-virginica
+22,4.615796117574757,3.1171989363679233,1.3272880620584586,0.05989471866640517,Iris-setosa
+23,6.7443461687806225,3.1212124937964236,5.633092049897645,2.046995638151728,Iris-virginica
+24,5.594321841112082,2.9824480261305286,3.7847621620418517,1.2553529648794244,Iris-versicolor
+25,4.638672688090847,3.1444222823439323,1.3794767111617336,0.17815007070125216,Iris-setosa
+26,4.299725807427378,3.1398560137222407,1.5578864237642038,0.09779641179214366,Iris-setosa
+27,6.934181908588883,2.6690574043801143,5.988964966526055,2.2144650690350356,Iris-virginica
+28,5.296421819846101,3.4123853861476814,1.607615835555659,0.350933241742767,Iris-setosa
+29,6.696305592666081,2.9098024078816693,4.813661358076913,1.6016299836148156,Iris-versicolor
+30,6.535706871339999,2.8284358488294696,4.5909896541739394,1.4548374143894023,Iris-versicolor
+31,5.790626482754594,4.118195990169669,1.3528638177059038,0.3351416508982029,Iris-setosa
+32,5.538045262547254,2.760903734444055,4.037026105977026,1.5964160674381385,Iris-versicolor
+33,6.225355136828387,2.8433779450262335,3.883881728581015,1.2143356708695963,Iris-versicolor
+34,5.917728959379941,3.1222313036286637,5.108003281771619,1.659552465039824,Iris-virginica
+35,5.143786765262903,3.9476064130481814,1.6097555571227915,0.4629296295948505,Iris-setosa
+36,6.654153314364747,2.803400601197013,4.178330616990879,1.148928773434583,Iris-versicolor
+37,5.218145626219673,3.4492995156065502,1.589730983337236,0.15447426323340457,Iris-setosa
+38,4.6851212749318885,3.588188092270415,1.1258586212313322,0.11728881551654052,Iris-setosa
+39,6.956555280193005,3.110272954242243,5.191750977488427,1.8294154235248874,Iris-virginica
+40,6.410341971944964,2.785827818420897,5.3324602027395125,1.856774444135136,Iris-virginica
+41,5.526018378982029,3.191019163724128,1.5203293673134304,0.20774798220512503,Iris-setosa
+42,6.569607700416497,3.496422243157635,4.787523832798409,2.2748077781719105,Iris-virginica
+43,6.634608670021904,3.4429206034828383,5.898315203691384,2.3921350215293327,Iris-virginica
+44,6.348702178241051,2.786245234702931,4.505600546730486,1.4729925907687462,Iris-versicolor
+45,6.337863661516625,3.232148436096605,4.768324566324206,1.8319133601052082,Iris-virginica
+46,4.667268535381169,3.4709481112534086,1.3898345238824032,0.13846479405690926,Iris-setosa
+47,6.970574611787248,2.9001776385660385,5.014428979029326,1.3996826705303262,Iris-versicolor
+48,6.436251998978822,3.3179315707558628,4.892442085227189,2.0606883951015913,Iris-virginica
+49,5.772667628532567,2.5363079103043487,3.787760295876888,0.8336970029856977,Iris-versicolor
+50,4.930827227508837,3.2653838787200296,1.6028767553746817,0.2627888328366679,Iris-setosa
+51,4.917649193554666,3.3925075515458545,1.3763101741356918,0.2142297624987232,Iris-setosa
+52,4.33589133932658,2.773434401076444,1.338616117186458,0.08435296548638213,Iris-setosa
+53,5.641973129483004,3.6919140144622444,1.3209270786522147,0.1544931238100552,Iris-setosa
+54,5.124899912852216,3.856511384507802,1.4016716258834265,0.23293580354456656,Iris-setosa
+55,6.7491640939659145,2.499766807058459,5.07590443740999,1.5468749564404707,Iris-versicolor
+56,4.7189252786008975,3.5217008678846073,1.3461881859289424,0.24329221784426863,Iris-setosa
+57,6.280520162407516,3.1511977210253734,5.536603777240852,2.3609263513569894,Iris-virginica
+58,5.514626813338308,2.38033456612214,4.19578554360675,1.319381887536921,Iris-versicolor
+59,5.823307772100469,3.2491648083585116,4.3625065718992575,1.6298618807443968,Iris-versicolor
+60,6.80413479622121,3.5297515650777544,5.090878895041182,2.2278713798575946,Iris-virginica
+61,5.296601422153247,3.6463075621317573,5.103726481951543,1.9469142960044974,Iris-virginica
+62,6.2938015277049475,2.8352293218766835,5.0389339655831975,1.8678498909898307,Iris-virginica
+63,6.681669500919878,3.492377574738672,5.171914531159251,2.096831590515953,Iris-virginica
+64,6.888155551613529,3.0922761443799236,5.630471959805363,2.13330168249544,Iris-virginica
+65,6.343982322414277,3.0766669933182373,5.044601297106686,2.003590397144647,Iris-virginica
+66,6.0956916585161665,3.304677251695332,5.438517642774162,2.3332883301990113,Iris-virginica
+67,6.743405488653767,2.9140424506961233,5.058433961728997,1.8661601073592937,Iris-virginica
+68,5.628761660515197,2.7198390438621094,3.926149987834444,1.1098436066567987,Iris-versicolor
+69,6.675342691481642,3.19420107804476,5.515799517913466,2.137515723671707,Iris-virginica
+70,7.327711998437784,3.8261132916968856,6.017991925614455,2.197179153362577,Iris-virginica
+71,6.703770398905597,3.1676950875501504,5.325885887942368,1.8056099848740148,Iris-virginica
+72,5.24479833069948,3.343927869827181,1.515649080288963,0.3835639486765481,Iris-setosa
+73,6.033711094430472,2.692953585748734,3.825791908589684,1.1231835278255224,Iris-versicolor
+74,4.422760425867787,2.6973031485932917,1.225483320310531,0.19535864366721914,Iris-setosa
+75,7.144942108305345,3.041467096089281,5.549635567625836,2.177462648415494,Iris-virginica
+76,4.568598093928681,3.117880747409047,1.2398270684490575,0.18692915842830027,Iris-setosa
+77,4.578304020135521,3.1150025916260446,1.2726968854821195,0.22919550700280403,Iris-setosa
+78,6.183405454106516,2.453441012725076,3.9209563133349885,1.2109849341938195,Iris-versicolor
+79,6.266774651927224,2.6716541741621125,4.777176423579536,1.4328137563971082,Iris-versicolor
+80,7.0290667419896895,3.8996205042749246,5.730611771583823,2.6458357709908507,Iris-virginica
+81,5.781239651729642,2.948060382659636,5.350875943247837,1.79856351530387,Iris-virginica
+82,6.642531647508255,2.862246771818821,5.350246302083869,1.6429720339666716,Iris-virginica
+83,5.179371966786081,3.260101191021164,1.5475356399203253,0.3106574722699727,Iris-setosa
+84,6.657819731285867,2.477544669895531,4.753735248309149,1.116071056958214,Iris-versicolor
+85,4.971172514503059,3.761259093140198,1.525580695679418,0.2276884395371097,Iris-setosa
+86,5.1790038150590325,2.835277337386778,3.6133982591109772,1.0348398971849806,Iris-versicolor
+87,6.022660745611643,3.9701234382641664,1.4635556314428337,0.45067380444460536,Iris-setosa
+88,6.152467351746573,3.042060507520561,3.928115850774978,1.1201224737334412,Iris-versicolor
+89,4.8532795673047655,3.148593028734592,1.4090193143614724,0.3342467755669507,Iris-setosa
+90,6.815498728223828,2.8717341439394306,5.699886678335885,1.9007088784579373,Iris-virginica
+91,6.8505624649885375,3.462649738578573,6.105455249864221,2.4398303988604964,Iris-virginica
+92,6.560285383244317,2.630191494870825,4.231392322354332,1.4945344336116142,Iris-versicolor
+93,4.239579283506665,2.601830745170892,1.2607111550396464,0.20595807095966012,Iris-setosa
+94,5.214254392035361,3.8530141199499166,1.5413523860303195,0.245835791684288,Iris-setosa
+95,4.525765786609465,3.3347427094916307,1.196142931269117,0.1627778253640922,Iris-setosa
+96,6.498076775391337,3.2370337924003842,4.133934784093216,1.514381857838891,Iris-versicolor
+97,6.316709821089468,3.0475377817808655,4.743004588742407,1.4250316414526838,Iris-virginica
+98,4.7104837895389,2.972896461308306,1.5561230291944668,0.3166451663256893,Iris-setosa
+99,6.36822254073997,3.064545332274077,4.723209645602572,1.8588048479763688,Iris-virginica
+100,5.664023832520978,4.311143413659891,1.8536881822178135,0.2346681447039819,Iris-setosa
+101,6.816140675713641,2.942884888815791,5.3754948387249755,2.3624469478183596,Iris-virginica
+102,5.9855160825512055,3.295573951086806,1.693151850562492,0.30226221769717054,Iris-setosa
+103,4.868032194162798,3.191663058081762,1.5650394870727529,0.2461066213235636,Iris-setosa
+104,7.576640684142479,3.332767070761458,6.328672565559181,2.3615503914458493,Iris-virginica
+105,5.587177813512437,4.017517526329935,1.4720067004962978,0.2025710850201186,Iris-setosa
+106,4.917146412989751,3.310810060789419,1.5099051122828102,0.2713460707313083,Iris-setosa
+107,6.849972824096957,2.903201838611047,5.80431146858534,2.019642375325235,Iris-virginica
+108,6.24630295506523,2.8696401085884964,4.789253566205841,1.58822758055496,Iris-versicolor
+109,7.316852372789871,3.094949019672033,5.9522337609644165,1.722793109518105,Iris-virginica
+110,5.451625302415199,3.8275177535306426,1.726110876879267,0.31748359212914484,Iris-setosa
+111,4.676969433600825,2.3425965599709206,1.3034624229086689,0.04171442343576992,Iris-setosa
+112,5.340488811698503,3.084388167575795,4.199430274262642,1.3232474807458208,Iris-versicolor
+113,6.414478779938391,3.2176565655640044,4.982224625423332,1.6007833254770052,Iris-virginica
+114,6.169833440576707,2.987308385615502,3.709630971949341,1.1357603614229181,Iris-versicolor
+115,4.342141804165555,2.940356160344161,1.3927472443000763,0.1004993723581602,Iris-setosa
+116,5.57314941782151,2.90893692145163,3.669651248678247,1.3697528783152018,Iris-versicolor
+117,4.649721263471993,2.5295662841929007,4.068514003384351,1.2457274203225508,Iris-versicolor
+118,5.949324065995574,2.920021630414124,5.157389206141654,1.7605125329046474,Iris-virginica
+119,6.1818373312008505,2.8875669845167273,5.452907241485534,1.4902101911682595,Iris-virginica

iris/tvae/3/18/test.csv

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

iris/tvae/3/18/train.csv

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

iris/tvae/3/18/val.csv

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

iris/tvae/3/19/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.701001451085304,2.7927562159127097,4.611007105513709,1.3650016837116041,Iris-versicolor
+1,5.481090751756203,3.9999701881577585,1.5399549385891187,0.18359918327066274,Iris-setosa
+2,4.688002573572449,3.1128022952046335,1.5487847535614465,0.10940803408901145,Iris-setosa
+3,4.584280290393563,2.6396662877539523,1.4619328209944655,0.18872881295172553,Iris-setosa
+4,7.138442309186085,2.9318969416652645,5.364700402770482,1.9992978109633166,Iris-virginica
+5,6.136239409629523,2.4464416830545983,5.084928885127526,1.4954460836428065,Iris-virginica
+6,5.2053791878058355,3.9301472802725406,1.4364939721240446,0.349740591401849,Iris-setosa
+7,6.602120517616443,3.15453714836124,5.492542062348615,2.319363497211205,Iris-virginica
+8,4.756680427326252,2.7998369570008816,1.2708959911156632,0.11027665551904,Iris-setosa
+9,6.009928464697711,3.0217656358298393,4.35395710653869,1.5112830330642069,Iris-versicolor
+10,6.5286182678930516,2.960478047050558,5.57368329333521,1.7383726620203845,Iris-virginica
+11,5.803558271922722,3.100585940642451,5.357103303764844,1.663396331182338,Iris-virginica
+12,6.393568590526362,2.91459400611899,4.864298736091483,1.6463928948883242,Iris-virginica
+13,5.723591806836219,2.889893015859641,4.43704495979328,1.3812943739953436,Iris-versicolor
+14,7.287524363154467,3.1211793445737746,6.234479825608615,2.030966977147238,Iris-virginica
+15,4.416759369571389,3.5003342917957,1.2875407168789355,0.14840117260001778,Iris-setosa
+16,6.126372897696213,2.874045835070741,4.669223471673088,1.3434248573803813,Iris-versicolor
+17,6.529164281983334,3.327619784937094,5.65502952973175,2.1929990182764323,Iris-virginica
+18,4.973574000375322,3.612389457174074,1.4929499985200771,0.2210304912246071,Iris-setosa
+19,6.010830634995274,2.884451441564174,4.692004847523823,1.773133433026427,Iris-virginica
+20,5.693846320869194,2.9880642391288053,4.726431690432123,1.5398913170915973,Iris-versicolor
+21,5.9263779595309884,2.7545374982214543,4.535625014618767,1.7401888333002309,Iris-versicolor
+22,5.100007279394411,3.3003580480695573,1.5221990255600246,0.0499316309025532,Iris-setosa
+23,4.720791155584316,2.9938448034727396,1.284629138048492,0.15311699215390034,Iris-setosa
+24,7.509898423679295,3.1438197217095714,6.301799502741197,2.050252063431289,Iris-virginica
+25,4.844540681386943,3.930158570543997,1.4581065862223541,0.25303729478093695,Iris-setosa
+26,6.294234006450621,3.331392816755556,5.321622105928826,1.8457884729602825,Iris-virginica
+27,6.325789841734863,2.9895107919661963,5.417125829100924,1.6688222755497248,Iris-virginica
+28,6.002449715276859,2.9979825697918163,4.9572008376001,1.8918580902707676,Iris-virginica
+29,5.893168223857468,2.7777258881049094,4.552954417469947,1.98466009703432,Iris-virginica
+30,5.571744242713979,2.406603618544729,4.016071104958992,1.455030741046489,Iris-versicolor
+31,5.921629706540554,3.6837859520914864,1.4446964984270871,0.2179319654849448,Iris-setosa
+32,5.442008040055008,2.7505169471992037,3.442981727970487,1.129407621030264,Iris-versicolor
+33,6.833881899134644,2.933620717388708,4.3083888289655246,1.349099906503265,Iris-versicolor
+34,4.752714793227004,2.894715647949756,1.430268489622362,0.2880232989066758,Iris-setosa
+35,5.173737515034217,3.6485930043053143,1.5130796086415295,0.28832103682754984,Iris-setosa
+36,6.316389108050382,2.9578333557265815,4.6421550359305455,1.354330249502148,Iris-versicolor
+37,5.9329729622713625,2.982982877843935,4.321117510426817,1.2904466553598763,Iris-versicolor
+38,5.756602461735581,2.940136480308126,4.08162355694025,1.2593539013265576,Iris-versicolor
+39,6.665710503861285,2.8350103105576734,5.5888921596559165,2.3046407301766174,Iris-virginica
+40,7.182667453190383,2.8417625314541173,5.962520915851297,2.3125606596803823,Iris-virginica
+41,4.465068665926943,2.517336336908122,1.0365277834730615,0.10987302409228256,Iris-setosa
+42,6.933792199960911,2.9783745710520795,4.544464816925871,1.0868979056397374,Iris-versicolor
+43,6.803511775293551,2.8157893914797922,5.316322961481842,1.9069187686315985,Iris-virginica
+44,4.746155177726125,3.160782677497602,1.4548003329347543,0.25588190998793603,Iris-setosa
+45,6.106433031723735,3.3118040802778723,5.619074244082084,1.7414153798413894,Iris-virginica
+46,7.655616880737457,3.793840045487669,6.561352632762402,1.9875035254563373,Iris-virginica
+47,6.732398724823824,2.933976166948251,4.63229005667678,1.2989530023508447,Iris-versicolor
+48,6.532691238783925,3.0593341843258655,5.635637761414657,2.1030253704446706,Iris-virginica
+49,5.038154350091998,3.2818963459259645,1.494544692849219,0.27893288861212007,Iris-setosa
+50,6.5627728182553895,2.428295931859898,5.4257947424949196,1.8606687567399898,Iris-virginica
+51,6.579406410986263,2.69521649310283,4.3801140408882295,1.2022271405586362,Iris-versicolor
+52,5.943460656757775,3.2591087967402323,1.6269812115282605,2.0590796045871214,Iris-virginica
+53,6.5164728763060875,2.76463136823015,4.893416865684596,1.5235898529572727,Iris-versicolor
+54,4.868141394394651,3.685749293677138,1.5320792314882161,0.19943368074738443,Iris-setosa
+55,5.06868335693757,3.451886536427019,1.791041875683242,0.380351212865479,Iris-setosa
+56,4.67377797930965,3.4253229686702857,1.4274878290772772,0.13944957749703632,Iris-setosa
+57,6.261240251342441,2.2205070641839413,4.335015666836186,1.3792588016516671,Iris-versicolor
+58,6.4952629959744845,2.980096766000714,4.7036587586618515,1.4431521239132998,Iris-versicolor
+59,6.798496580532608,2.968087312710473,5.385666975591097,2.256529345066198,Iris-virginica
+60,6.729195400655618,2.772467575070745,5.311153662389979,1.6394833786447656,Iris-virginica
+61,4.836705218286473,3.09510878209612,1.5069109473358029,0.23608186020577485,Iris-setosa
+62,6.8658239997334505,3.086483085700211,5.568436048851317,1.6705765976167084,Iris-virginica
+63,4.832880600366035,2.9459621731278145,1.3870059021956318,0.25716463842018616,Iris-setosa
+64,6.372613442543666,2.641196915454292,4.1528415446530555,1.339206942271962,Iris-versicolor
+65,5.597648548347117,3.4579041522668126,5.06722309640688,2.010899830298888,Iris-virginica
+66,6.0345526678012265,3.0009104693732525,4.96403844316519,1.7840976025689927,Iris-virginica
+67,5.536894562002394,3.2133480961517193,4.496880112252713,1.470610246616088,Iris-virginica
+68,4.2037262452183395,3.75503953258706,0.9711907070401531,0.22374692749390462,Iris-setosa
+69,5.2670233442391705,2.6139389691693165,3.5650250546536415,1.1080358171563178,Iris-versicolor
+70,5.560057442788441,3.0434911754408556,4.445406907528666,1.1720791784276325,Iris-versicolor
+71,4.783043995551846,3.2729313303153598,1.3373409175272173,0.12314942886733021,Iris-setosa
+72,7.255574274921461,3.3500280588673705,6.043659043890228,2.123638586017479,Iris-virginica
+73,7.1707234969068026,3.1964009860513634,4.307918559820042,1.469875296038083,Iris-versicolor
+74,6.7456524649722205,3.117109499082378,4.941175639637129,1.5766374379844275,Iris-versicolor
+75,7.067199341734188,3.010304675541412,4.754745219195832,1.3787571720627059,Iris-versicolor
+76,6.104843448758903,2.913269224922965,4.554076591383653,1.7516886747996663,Iris-virginica
+77,5.076044025202545,3.2661607752384514,1.3982099128737382,0.3019805554590852,Iris-setosa
+78,6.492975738021614,2.3682503412868194,5.704965759751832,1.5546710509942088,Iris-virginica
+79,6.79257519070805,3.6340065738051583,5.857578964387266,2.2629402384888104,Iris-virginica
+80,5.598299652287309,2.5409140548952793,4.306994574177624,1.0817671736309782,Iris-versicolor
+81,5.900783227006121,3.168041165405006,5.3745263372217,1.6547128101913076,Iris-virginica
+82,6.709337025761087,2.9133832607884456,5.033624367899994,1.594223811522749,Iris-virginica
+83,6.377781276246185,3.4131785409310136,5.822417045896189,2.343598673969404,Iris-virginica
+84,5.3909067161637125,3.88048315641762,1.4186403863691108,0.3234178171119232,Iris-setosa
+85,5.458836676554897,3.7117269353209994,1.617373575823624,0.43501163259583225,Iris-setosa
+86,7.254899998563524,3.034056400713776,5.509090178233571,1.9063728219629932,Iris-virginica
+87,5.769176619807105,3.169318517680769,4.580476770094181,1.7840346896332338,Iris-versicolor
+88,4.998687546207399,3.4125247532234173,1.7021536806145046,0.3559927995267437,Iris-setosa
+89,5.181485046822265,3.704084762784212,1.5720518429886168,0.3493798236558584,Iris-setosa
+90,5.101722260800509,3.2993923659466664,1.5692412255701798,0.22098499399707164,Iris-setosa
+91,6.721661596687182,2.8989493916566125,5.557362094218345,2.0048532743012513,Iris-virginica
+92,5.983182913250327,3.038571616020227,4.443663508345586,1.1887301453801948,Iris-versicolor
+93,5.974965407935054,4.184450767873365,1.2514705161820912,0.16766397872574024,Iris-setosa
+94,5.969215802355798,3.191266095733101,4.4911908794325,1.5429160503456982,Iris-virginica
+95,6.614899105506221,2.8814381431696185,4.60402838626437,1.3431594761779557,Iris-versicolor
+96,6.010623462094974,2.879228511621375,5.1946024114063105,1.9218899663389835,Iris-virginica
+97,4.750902640470152,2.7824904228250698,1.427027167042728,0.18025916313003626,Iris-setosa
+98,5.092591578521003,2.4898902399738767,2.7293588042433155,0.8772193426320664,Iris-versicolor
+99,5.574692765704762,2.5981790836519503,4.465262124914344,2.0201045776505215,Iris-virginica
+100,5.819145151091917,3.218081301886073,5.0512230199238894,1.9166665589149097,Iris-virginica
+101,4.5263720492338635,2.8934645252723374,1.274994938989259,0.11819796081860329,Iris-setosa
+102,5.411272598161104,2.7806955110929925,4.1760758067026735,1.231635709153857,Iris-versicolor
+103,5.46422556676015,2.7929280788058306,4.287855716216515,1.3411195112879915,Iris-versicolor
+104,5.3615270037509,4.012224049462098,1.4380945465030959,0.2922399865699345,Iris-setosa
+105,6.910955803931536,3.160586853639466,5.699813324960538,2.0338758661826337,Iris-virginica
+106,6.162555565849699,2.5502086311628127,4.276922569029022,0.9571070665413934,Iris-versicolor
+107,4.877602437287372,3.3084793374524937,1.7235885654057683,0.3825720233358763,Iris-setosa
+108,6.219634627653273,2.856986199892821,5.025161633151543,1.6072428369818492,Iris-virginica
+109,5.727414246596527,2.894991942578479,5.504093982583375,1.390362334632007,Iris-virginica
+110,6.735761616878975,3.161046561515772,5.981313718252162,2.1538140827161096,Iris-virginica
+111,5.443790989011284,3.6082072101761566,1.492123094219667,0.20644963345807504,Iris-setosa
+112,5.675739293398818,3.102092998251456,1.510908648905731,1.9466304144681699,Iris-virginica
+113,4.9463463814489215,4.091914617228258,1.3500807977015699,0.09936366977181457,Iris-setosa
+114,6.5422858123320236,3.369590630921783,5.623520210801233,2.5648495547054644,Iris-virginica
+115,4.637699104494416,3.236305985418448,1.3330101395723042,0.27213203544404857,Iris-setosa
+116,6.710435262992736,2.9912457076205894,4.848387318858929,1.8604010359675245,Iris-virginica
+117,6.195933676175041,2.6755349134526254,4.719883639264974,1.8859135509120057,Iris-virginica
+118,5.254648116608564,3.5799290502023204,1.4664769263706758,0.13813739494643007,Iris-setosa
+119,6.687168410964532,3.349325472173766,5.492202888005859,2.305021740271023,Iris-virginica

iris/tvae/3/19/test.csv

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

iris/tvae/3/19/train.csv

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

iris/tvae/3/19/val.csv

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

iris/tvae/3/2/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.313963328838333,2.700518516604562,3.432831403249809,1.3067076044466646,Iris-versicolor
+1,5.850549885380624,3.0771581956680336,4.423781624918034,1.5459905359236257,Iris-virginica
+2,4.749822886063304,3.47111188870018,1.558394100804012,0.29728364537581675,Iris-setosa
+3,6.72090564294962,3.162270951680537,5.279878178762302,2.0453934976033046,Iris-virginica
+4,4.454249767160582,3.0527007782289077,1.3996724097855378,0.24544558323871035,Iris-setosa
+5,4.551901413675699,3.05238620051039,1.440935900750619,0.20702912119986114,Iris-setosa
+6,7.093982508698567,3.157463737195781,5.574132191518853,2.188286271342102,Iris-virginica
+7,6.785474783739434,2.9837297389118707,5.939442601282532,2.330049762506539,Iris-virginica
+8,5.870510512297261,3.176381554500289,4.581564470255685,1.3647066555826983,Iris-versicolor
+9,5.80170910054202,2.7382091187176014,4.721353060466173,1.5535305268210586,Iris-virginica
+10,6.070141050258932,3.0686915130157417,4.675868107893649,1.7422962640390784,Iris-versicolor
+11,5.449561945833196,3.7345090741232903,1.2700553934720626,0.15158495812168804,Iris-setosa
+12,7.3327218488951456,2.7226350720375008,6.11646411200693,1.9202850432390137,Iris-virginica
+13,6.000890200592587,3.182588470716441,5.055460700065128,1.8982172779192663,Iris-virginica
+14,5.442235950032162,3.789084438704811,1.2601976258189902,0.35447405682884336,Iris-setosa
+15,6.615377921285003,3.6420733328709924,5.509408488618361,2.2938359937724493,Iris-virginica
+16,5.0003071859507875,3.520547907275763,1.483675559385837,0.19542204373472621,Iris-setosa
+17,5.109419270234105,3.9306030973502644,1.469981667337802,0.22921556573848464,Iris-setosa
+18,5.166358385369773,4.048273753853242,1.6630840353252359,0.4596861640200305,Iris-setosa
+19,6.150786048604056,2.994831557068551,4.6899275062385115,1.6017249772880633,Iris-versicolor
+20,6.02824189688233,2.793788049152365,4.909254635700331,1.8616038917037305,Iris-virginica
+21,6.7207361306608755,3.0344574340893,5.630171235185525,2.0818455071854896,Iris-virginica
+22,4.8746860469832765,3.479115261066363,1.3526120089668248,0.24454427827557695,Iris-setosa
+23,5.305188621264656,2.138697902291452,3.7467301227965084,1.117927441509207,Iris-versicolor
+24,6.695537025317764,3.8482926496565026,5.549446874375704,2.01789451572129,Iris-virginica
+25,5.075459414743579,3.666615694874867,1.2333159012744253,0.19938971986783033,Iris-setosa
+26,5.716204053417882,3.118018006293691,4.569387968251918,1.758738094036932,Iris-versicolor
+27,6.287054396360624,3.0487493686108627,4.494415185585716,1.4019877096591415,Iris-versicolor
+28,4.451579266995058,3.762628841621505,1.3937321522617325,0.12383941976160223,Iris-setosa
+29,7.053287788330347,3.351370286580941,5.15483076142966,2.368632936943295,Iris-virginica
+30,4.367356260851414,3.1494514005738687,1.2673279046768566,0.27031611458982235,Iris-setosa
+31,7.258826086797819,3.0103618604966633,4.598133321254369,1.5476803000626482,Iris-versicolor
+32,4.911671023782991,3.2177803848445663,1.4567676585268008,0.4175655010518068,Iris-setosa
+33,6.935095899146824,3.2023071592600343,5.531919005698065,2.5100163917930476,Iris-virginica
+34,5.589043494021577,2.9303077966504762,1.275883487302397,1.7609393091218075,Iris-setosa
+35,5.473406995797046,2.4116648233148976,3.948536900858943,1.3695740632958995,Iris-versicolor
+36,5.350826040898299,4.364904941064091,1.5234029998814114,0.21049212312046064,Iris-setosa
+37,4.923080196156771,3.5703700105304903,1.6638950392047662,0.2858220197118925,Iris-setosa
+38,5.139656865281819,2.715806643468112,4.193845244604887,1.248831093011078,Iris-versicolor
+39,4.995618322916223,3.140541135010693,1.3518067017748807,0.24243232662708564,Iris-setosa
+40,5.306725326103684,2.6020632314791197,4.172394606574947,1.1061579101441783,Iris-versicolor
+41,6.410030465864469,3.362025717892477,4.974178597067679,2.366400161756304,Iris-virginica
+42,6.271988255222385,3.143914115520509,4.917280512927967,2.21030681165713,Iris-virginica
+43,5.873466514714856,2.626426984715908,4.604798544864662,1.4545347416537606,Iris-versicolor
+44,7.035904377275401,2.982661298431374,5.691240714990946,1.979958307858134,Iris-virginica
+45,6.036809328856659,3.188116871969124,5.160888113383828,1.7698516931027628,Iris-virginica
+46,5.684533359578553,2.8833046670644444,4.085268736817556,1.090479407419192,Iris-versicolor
+47,4.405976815566511,3.0073055636738313,1.1822667047253306,0.11715741117539144,Iris-setosa
+48,6.679574534246389,3.671154275022987,5.508298397589767,2.2034371876737753,Iris-virginica
+49,5.708104027975594,2.6184480893358284,3.8353439840916272,0.8920524396124646,Iris-versicolor
+50,6.8073333174752335,3.5146215389065265,5.729753842826505,2.5119544612294002,Iris-virginica
+51,4.965550187528,3.3325664256181473,1.2775169812580558,0.14041237300219173,Iris-setosa
+52,6.56713541241533,2.5758184577578462,5.064831279851921,1.5340173715533236,Iris-versicolor
+53,5.595704202139831,2.9230238245853197,4.533057581397151,1.6430541771425937,Iris-virginica
+54,6.030324777777696,3.0387584834756374,4.637538477363363,1.8012353469114792,Iris-versicolor
+55,5.419685747316327,3.2777245502670134,1.7005729705383679,0.41541972366412094,Iris-setosa
+56,4.87252096228234,3.9440193605027645,1.1880702047338683,0.2327478381210461,Iris-setosa
+57,6.5987850788228455,2.896421305249898,4.822353053389999,1.45510485830298,Iris-versicolor
+58,6.331218046894745,2.9803728831600305,5.12244869089613,1.8368861733791269,Iris-virginica
+59,6.868711943702458,3.242206845582072,5.887160568308512,2.0431312269641033,Iris-virginica
+60,6.290101507301712,3.181821385081224,5.426112785340906,2.1036700384580134,Iris-virginica
+61,6.107035008398725,3.07737776223139,4.647340309971966,1.2719382315519472,Iris-versicolor
+62,5.83193328737335,2.8271303083192176,4.711724014917794,1.70290475569964,Iris-virginica
+63,5.003208249093526,3.9250559019319695,1.3576454596828458,0.2338637998850238,Iris-setosa
+64,6.246661739685319,3.1229586434776224,4.273419770550445,1.3513123763007195,Iris-versicolor
+65,4.647718322684255,3.162708241075332,1.4513630445499084,0.12268234329879016,Iris-setosa
+66,7.094011708741251,2.7419618338853473,5.729221107182401,1.8048089054009266,Iris-virginica
+67,6.406265698516851,3.1136338131310897,5.46057676165443,2.2742535121827,Iris-virginica
+68,5.359624892730216,2.460987874117265,4.105625768008934,1.1627325764288439,Iris-versicolor
+69,7.309313038717967,3.044068725531219,4.6547461315110095,1.4518324462903498,Iris-versicolor
+70,4.825178737720618,3.6342032239091075,1.5970948184707345,0.31409079217014807,Iris-setosa
+71,4.701970683433399,3.441986265955225,1.2309353738210311,0.17255116467719717,Iris-setosa
+72,6.994487744446809,2.82035041146219,4.713210383881461,1.5829268827881136,Iris-versicolor
+73,4.462283181715169,2.6326257984869774,1.3860441845861637,0.24096993878947812,Iris-setosa
+74,6.183073318051785,2.8963522426392463,4.736073957144074,1.6745219310791382,Iris-versicolor
+75,6.0290091566110835,3.156725276098419,4.18951671527591,1.2645689055388254,Iris-versicolor
+76,4.65567142253334,3.4598385462086005,1.513964896306264,0.17110124479896777,Iris-setosa
+77,5.585260798111235,2.9738500388893576,4.349535068537177,1.318486314947828,Iris-versicolor
+78,6.662367853760372,3.4299018632872933,5.60260568946261,2.5730092646174225,Iris-virginica
+79,5.381174153784207,2.782111924136583,4.550661835119954,1.8072196466686175,Iris-virginica
+80,5.599617915117344,2.5999957479643823,4.45903292802584,1.6093427677615302,Iris-versicolor
+81,5.787206766885038,2.905676781001192,5.169893456417945,1.5964424423176715,Iris-versicolor
+82,4.530961099974718,2.891963332195307,1.3879371022670726,0.10454628137347916,Iris-setosa
+83,5.499864984294034,4.115134725973435,1.1548859349921157,0.21189552351830787,Iris-setosa
+84,6.191385536169472,2.9937385555223712,5.184044748210293,1.7148132452281009,Iris-virginica
+85,5.450027500216761,2.65296651685545,4.349749963582216,0.9662842826204606,Iris-versicolor
+86,5.054385516839589,3.1836620880881403,1.6144375041957773,0.25145251457992074,Iris-setosa
+87,5.109087293933468,3.554351094318616,1.6132310544393522,0.2800411448065446,Iris-setosa
+88,4.815966301275186,3.320546187847506,1.4382774913951715,0.20897835184391977,Iris-setosa
+89,6.707650765585401,2.883969732445984,5.885993378677965,1.9689208329704844,Iris-virginica
+90,4.828480831208018,3.078845563420234,1.5641336516531839,0.34095699158806053,Iris-setosa
+91,5.141538716136242,3.6974114075411033,1.3512925075825992,0.25935540262877244,Iris-setosa
+92,6.776103795831066,3.0593225781578615,5.38528403033445,2.1426568315595405,Iris-virginica
+93,4.887434904042626,2.667951418563707,1.3512388281543597,0.25850078934960335,Iris-setosa
+94,5.870585785811553,2.919690908105077,4.720837941057414,1.3969872014580011,Iris-versicolor
+95,5.385216277426577,3.5417650493165387,5.237557259586724,2.0381334469037165,Iris-virginica
+96,4.733605979347018,3.424294824793034,1.496808247345524,0.12517827846208254,Iris-setosa
+97,4.700484328538938,3.442859638670552,1.485552829132408,0.1416124141115943,Iris-setosa
+98,6.74477203145762,3.0510822114736302,5.068095824128252,1.526154259149608,Iris-virginica
+99,4.710289994750697,3.837265149610594,1.2685627786985405,0.1383359621714233,Iris-setosa
+100,5.581297063532717,3.6905070928145873,1.505721189334763,0.2679586760729479,Iris-setosa
+101,4.821379235430625,3.819423080645965,1.3109381835119378,0.12320443427372615,Iris-setosa
+102,4.660747362210109,3.1579939322386106,1.5309531658815643,0.29711188481860845,Iris-setosa
+103,6.621494247920037,2.7680012041095394,5.292760119018679,1.4495844071821122,Iris-virginica
+104,5.035587562773273,3.9397487270473803,1.448285072637567,0.27694916813917747,Iris-setosa
+105,7.125484431659626,2.9912319886649468,5.370719398250895,2.092602517095166,Iris-virginica
+106,6.93656386823943,3.150191327172724,5.4390414502768,1.7810533839477993,Iris-virginica
+107,6.256693757405263,2.902742679914646,4.837103846048178,1.120792960444167,Iris-versicolor
+108,4.78137506306821,3.6964418076456385,1.3982516911581626,0.2489712913285659,Iris-setosa
+109,5.743453710479681,2.8878777954109607,4.1369288632395635,1.2480938549241853,Iris-versicolor
+110,6.254078666430165,2.839236019779376,4.5122492921410995,1.2509460140485371,Iris-versicolor
+111,6.5989837351729115,3.2078357133394446,5.615496065577824,2.2735437470329516,Iris-virginica
+112,6.562125343925838,3.0278596108947093,6.011630994752004,1.9548724819497643,Iris-virginica
+113,5.637034192303079,2.6062156623674992,3.943509709850026,1.017278913149737,Iris-versicolor
+114,5.179837897509084,2.5139282869118404,3.9343169031698917,1.1100000420777643,Iris-versicolor
+115,6.153797091547822,3.222828179564084,5.0451144555653675,2.2451951412934052,Iris-virginica
+116,6.263503538067631,2.494739998311566,4.1520590506858275,1.0277749263841027,Iris-versicolor
+117,6.493461083108918,3.1944318945038095,5.633102640177922,1.6590936685969175,Iris-virginica
+118,6.80146203188969,2.601214466810769,4.126825511205144,1.3500782991251277,Iris-versicolor
+119,5.704960790927626,2.671101279347661,4.435301226436012,1.2919724231157703,Iris-versicolor

iris/tvae/3/2/test.csv

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