a

iris/tvae/4/0/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.339067966005509,3.210616883657428,5.72852963088281,2.455886635092402,Iris-virginica
+1,5.0445944016771795,2.377403272870274,4.180308973517752,1.3000905674705598,Iris-versicolor
+2,5.003499937517042,3.384777071765041,1.4611304075195415,0.28122372984129895,Iris-setosa
+3,7.344571759059005,3.570011042008042,5.517229662730628,2.362399675040495,Iris-virginica
+4,6.399721794768239,3.0543206857592806,1.4750776432994412,0.27754830132655817,Iris-setosa
+5,5.068175871895834,3.0266516058622415,4.526292972586691,1.859516029706247,Iris-virginica
+6,5.065415416607338,2.430516695352469,4.307125559548185,1.126538763767798,Iris-versicolor
+7,5.903123299680262,3.478864640516573,4.825955108494967,1.414078591911077,Iris-versicolor
+8,5.645016156260221,2.574130555243939,3.7064807528000427,1.1293131070421347,Iris-versicolor
+9,5.084016141691487,3.5935694019866453,1.3105579311240572,0.1787118184849068,Iris-setosa
+10,5.118763958052765,3.0034073444937324,1.479439793912496,0.19877282818490521,Iris-setosa
+11,5.280259468423356,3.439632929330084,1.3930258714105612,0.15202460014847274,Iris-setosa
+12,5.2980207844705935,2.3149064757544466,3.7037266374843036,1.260685020662075,Iris-versicolor
+13,6.33824537941716,2.9106755158558832,4.368034457665477,1.278470007589888,Iris-versicolor
+14,4.957599119226476,2.567394781677169,4.566931346040104,1.293305995461272,Iris-versicolor
+15,6.047593745211975,2.968960120592566,4.502822313753878,1.4071457086092791,Iris-versicolor
+16,5.579609327381669,3.023777366952587,4.308127074595353,1.4778464859578575,Iris-versicolor
+17,5.771243014508727,3.3981087628025706,1.2850618762504555,0.10918466818729494,Iris-setosa
+18,6.960431096028416,3.104032672585717,5.383098260657708,2.1284093022549384,Iris-virginica
+19,6.232797907700953,2.529126463297158,5.398960408780365,1.9871833705145883,Iris-virginica
+20,5.175520013225507,2.8638106959022775,4.2819956252595714,1.2446282162893572,Iris-versicolor
+21,5.596046672386645,2.931568496997795,4.279416344697137,1.4131260744981715,Iris-versicolor
+22,6.25382919279012,3.088797912273702,4.4579797926957285,1.1181890938053909,Iris-versicolor
+23,4.935046294729671,3.447113135115692,1.5214250606713124,0.22110173952893844,Iris-setosa
+24,6.540337842040487,3.1831727600699766,3.8780063241667744,1.2584973377440387,Iris-versicolor
+25,6.552463632247519,3.2483336902256585,5.788040592528001,1.8131918250493027,Iris-virginica
+26,7.344641203169168,2.7752309484480646,6.381712304050026,1.8814817739297303,Iris-virginica
+27,5.590125255223955,3.245177485983875,4.5810348425470675,1.2671895116936773,Iris-versicolor
+28,5.160849141128675,2.8253218000617437,1.4035796296446708,0.29358487045033105,Iris-setosa
+29,6.881930972461059,2.722605574095811,4.437377793883277,1.3866463167891396,Iris-versicolor
+30,4.99514476534281,3.027502846280085,1.4642651525655972,0.19117939949547652,Iris-setosa
+31,5.092436835484601,3.808399099901299,1.1068614642509473,0.19128619461617696,Iris-setosa
+32,5.9160546806019125,2.823037060172247,5.047738045010702,1.3156047777412114,Iris-versicolor
+33,5.194459530665976,2.15123450256974,3.8540097854233903,0.7858533729249304,Iris-versicolor
+34,5.343479417178667,3.0294723032643067,4.780041008084659,1.7657400606955331,Iris-virginica
+35,6.011895316399111,3.147793514871497,1.395278869780491,0.1723942972639298,Iris-setosa
+36,6.518420025921518,3.3387895986539977,4.9948513271007355,1.7697892180288415,Iris-virginica
+37,5.53458807068402,2.346639147001162,4.033153672225305,1.2742307164175384,Iris-versicolor
+38,5.909618176809949,2.4235285222944385,3.672841042197812,1.4576842434709851,Iris-versicolor
+39,5.474971384200346,2.9660162656767697,1.5944646297299878,0.19776267266999298,Iris-setosa
+40,5.583506250647145,3.004881681535001,4.519744558388405,1.3802477095012518,Iris-versicolor
+41,5.6197714564194445,3.6092289612528266,5.180412786989124,1.6056704874008372,Iris-virginica
+42,6.255976555747178,3.730850557207453,5.542631599939712,2.5619269444515638,Iris-virginica
+43,5.192901790770193,3.4798798087643337,1.6881952950443657,0.2512854785476769,Iris-setosa
+44,6.5279434409091985,2.648886166269119,4.879767891329007,1.4693369083805945,Iris-virginica
+45,5.322111500840011,3.0951138423216857,5.0152978852462695,1.7639221010663109,Iris-virginica
+46,4.3907753493615775,2.481530552532656,1.0858308433569945,0.2089362080901887,Iris-setosa
+47,7.325187133580523,2.6082541508941035,6.1351015746145965,2.0892570450187757,Iris-virginica
+48,5.538833625995377,3.2875936572077107,5.054942995525546,1.7597348693552177,Iris-virginica
+49,5.3390252162857985,2.7530692582664935,4.538521083994513,1.1714307753467155,Iris-versicolor
+50,5.3497990836537985,2.4831202113190405,3.6589210962725165,0.9115250711049778,Iris-versicolor
+51,5.163058685575561,3.370764675052653,1.4082420183473174,0.27232998685995347,Iris-setosa
+52,6.557271091481356,3.234613810068309,6.32477330048948,2.132827116392077,Iris-virginica
+53,6.812446924027996,3.1349940134784946,5.765705406034681,2.202393798146689,Iris-virginica
+54,4.936315041908375,3.265811322029878,1.5429128199846698,0.427152793993872,Iris-setosa
+55,6.950067943079207,3.057538616435296,5.694417364536339,2.016760880043528,Iris-virginica
+56,6.483648600552156,2.7919332550096785,4.801477265199571,1.6792688155987825,Iris-versicolor
+57,5.081580994762472,3.0322520125848325,1.5070028449790072,0.17589998371645726,Iris-setosa
+58,4.996516449365877,3.192229164119377,1.4278103506369186,0.2995550415095749,Iris-setosa
+59,6.639677647942442,2.9522141875688885,4.869063621663319,1.8694113256201759,Iris-versicolor
+60,4.924310403151596,3.1344272617591735,1.2998621173801506,0.24322006661376264,Iris-setosa
+61,6.320611238133371,2.7325375024095258,5.051146732253621,1.586376813319845,Iris-versicolor
+62,5.492536241492762,2.9979004251380124,4.488219769000687,1.1239718537050225,Iris-versicolor
+63,5.675848541677765,2.418233308698849,4.681227162032745,1.738704357900854,Iris-virginica
+64,5.341477241100696,3.524563956962443,1.4191520957775419,0.14943878610129446,Iris-setosa
+65,5.954655384610747,2.8115819422482002,4.631511162753826,1.64911815839272,Iris-versicolor
+66,5.328510580917152,2.811856313981917,4.425983861394163,1.7499103317109195,Iris-versicolor
+67,5.294933494914149,3.339956644307512,1.328588281282952,0.13834086201662138,Iris-setosa
+68,5.028529588381581,3.3546431818915683,1.6166664522156162,0.2888084647050265,Iris-setosa
+69,5.232538757100131,3.6251082821518743,1.3997492305468633,0.19822582402300437,Iris-setosa
+70,5.919421441836941,2.592431658316902,4.461259974812659,1.2929583465467833,Iris-versicolor
+71,7.040726007052507,2.8595996467017124,6.222453701210259,1.8073055071784787,Iris-virginica
+72,6.504986948240115,2.705331021405331,3.8932856067386905,1.345667392213949,Iris-versicolor
+73,5.844880707106787,2.8141467563085842,4.997034636365293,1.982097500501099,Iris-virginica
+74,4.965027176192083,3.296002430833683,1.298627449888744,0.09130767662274247,Iris-setosa
+75,6.085392148805155,2.957176601224706,4.8007262111220275,1.6789712736503113,Iris-versicolor
+76,6.0232046954801355,3.244750861485578,4.512191868733795,1.5644651694798226,Iris-versicolor
+77,4.802081214445366,3.631779443943746,1.4571964982852448,0.19901634679677022,Iris-setosa
+78,4.938514734319814,3.88459173798877,1.5394481648763814,0.36153547859401663,Iris-setosa
+79,5.2953695882513045,3.727929941103745,1.4438529319836906,0.18724374515787462,Iris-setosa
+80,5.030639652924703,2.9499891493354617,4.738546821867981,1.7225544689330912,Iris-virginica
+81,5.682762789337691,2.2382494065729555,3.402526100453228,0.8633112374363374,Iris-versicolor
+82,5.306471285677369,3.522791554774863,1.4865756076147987,0.19949342961565117,Iris-setosa
+83,6.137272428829426,3.2410690190924667,4.45924366005782,1.568058051710524,Iris-versicolor
+84,5.209530618628599,3.3790085350799686,1.2979274789035544,0.25762517043878225,Iris-setosa
+85,7.879230756443506,2.5608577671939003,6.368839950398497,2.156755819600267,Iris-virginica
+86,6.0895415609615196,2.7671264970355,4.176440495372951,1.338851104278693,Iris-versicolor
+87,5.889339034713019,3.1118663329026974,5.560372058456393,1.755584997901932,Iris-setosa
+88,7.702301952424042,3.4490456517747945,6.282875082734645,2.025046132076079,Iris-virginica
+89,5.304911629802688,3.201779212791077,1.6155836665493297,0.24382790423750947,Iris-setosa
+90,6.157976406616748,3.320026273591719,4.883915294710818,1.3507375678056468,Iris-versicolor
+91,5.081592889728249,3.353111979653651,1.3262027566340815,0.16509031037093738,Iris-setosa
+92,6.510652189823517,3.261656718339261,5.576652679314387,2.0418647664942386,Iris-virginica
+93,6.004713977230768,2.340673029430521,3.5839823764956638,1.0940258070689808,Iris-versicolor
+94,6.157156037145882,2.8643069038423468,4.309495060841296,1.9077224790316634,Iris-virginica
+95,5.947372153009419,3.7964471642945012,1.781447744043688,0.569784484037702,Iris-setosa
+96,5.340482285815486,3.300272110057643,1.2790092638992316,0.31458430836560625,Iris-setosa
+97,5.627880585226573,3.2113325482219057,1.3691999806049433,-0.0064520289748624116,Iris-setosa
+98,6.058167557413139,3.5761942597258742,4.750406577994925,1.7977862993889677,Iris-virginica
+99,5.012994815623852,3.346280168727966,1.7440604252073992,0.2720643272979473,Iris-setosa
+100,5.332475873726297,3.2206438011654086,1.6309392629459585,0.22747729386729543,Iris-setosa
+101,6.241521865122932,3.176408836883978,5.4519046444356905,2.010765452756849,Iris-virginica
+102,5.785898463480333,3.0337529528332676,4.657531719464964,1.540670431610073,Iris-versicolor
+103,5.879803942467413,2.4059073844337613,3.388940484172407,1.1118037242476015,Iris-versicolor
+104,6.0757485999476035,2.777314592784303,5.277862725273097,2.166677613956032,Iris-virginica
+105,5.218065056771097,3.3978313221598193,1.4440137850557253,0.3617381523565681,Iris-setosa
+106,6.249081564952417,3.210080424769993,5.333240695526079,1.9848193089545443,Iris-virginica
+107,5.874969849062574,2.919962421144795,4.932973627093703,1.68402758268374,Iris-virginica
+108,5.2635129082508625,2.4121905157046353,4.280081458787617,0.9447123876060527,Iris-versicolor
+109,6.698484905365171,2.856956029329884,4.942158237932521,1.752524098537642,Iris-virginica
+110,4.7743076165722025,2.3244290844422486,1.2058576613726966,0.030643553506580934,Iris-setosa
+111,5.328673017135533,2.915942895126431,4.4914777537924,1.5679071353849812,Iris-virginica
+112,5.228582306260658,2.9292074703866824,1.4924238641674914,0.12804140220280266,Iris-setosa
+113,5.857364927613108,2.8687507898738365,4.992065378420654,1.8048856051359725,Iris-virginica
+114,6.532094093613135,2.827674095817247,5.225099899407789,2.2517847129130804,Iris-virginica
+115,6.26140665919752,3.3466032772233603,4.585800430571506,1.679330004465794,Iris-versicolor
+116,6.220398187401197,3.182648777435794,3.9978306178108567,1.576474006969808,Iris-versicolor
+117,5.460149075020824,2.3140062496896587,4.841784586976311,1.7574985470128721,Iris-virginica
+118,5.05524093928324,3.490033208403426,1.416801383906134,0.3014258630578616,Iris-setosa
+119,5.86295237433244,3.030342119586573,4.576098014738377,1.4031130484989622,Iris-versicolor

iris/tvae/4/0/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tvae/4/0/train.csv

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

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tvae/4/1/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.039785038408542,2.0174585045605644,3.1647605718019776,0.7785765756799282,Iris-versicolor
+1,5.137019631423304,3.4687960764074366,1.3968568364015561,0.25741324816144,Iris-setosa
+2,4.76876119924122,3.749660062451645,1.3357880898889456,0.015675787101030042,Iris-setosa
+3,6.733302523685142,3.6705776760749433,5.71910054334573,2.306341716356188,Iris-virginica
+4,5.345528154839528,2.5150404053791053,4.7210755003170535,1.7449346610608711,Iris-virginica
+5,5.467934443794447,3.335051832965192,5.191587941149969,1.950465235022536,Iris-virginica
+6,5.316225228715721,3.296024329280036,1.4354022884025417,1.4514929361673716,Iris-setosa
+7,5.76162346182129,2.539147850064764,3.806863282045123,0.7001339624658528,Iris-versicolor
+8,6.2765212570198985,2.60244082101005,5.4700695093690905,1.9449674907203431,Iris-virginica
+9,6.007963187004744,3.0387156328975595,4.07738925421976,1.3973772842323346,Iris-versicolor
+10,6.7102645781937955,2.9705746230284116,4.739176868959291,1.6268728446901615,Iris-versicolor
+11,6.311345294598615,2.777201244776742,5.820982475863889,1.9933747977613154,Iris-virginica
+12,6.200598797638904,2.7497261167899723,3.892689586283708,1.5744977117331795,Iris-versicolor
+13,5.054466780663828,3.667570363962609,1.8403059335054937,0.39627285637560344,Iris-setosa
+14,6.313080240090035,3.32135363858473,4.835836745936047,1.8858810569199276,Iris-versicolor
+15,4.854726121369881,2.624168996512252,4.116771183491738,1.4256470347156975,Iris-versicolor
+16,6.322049091239598,2.9728702864091727,4.755532876209453,1.586372949724924,Iris-versicolor
+17,6.7098866095731005,3.205219118096596,6.149359556865436,2.232245559627622,Iris-virginica
+18,6.8715859045315115,3.097464680377494,4.658425782104907,1.1700342482771644,Iris-versicolor
+19,5.114580068260114,3.2790497870924016,1.2661008299503405,0.20066600761218362,Iris-setosa
+20,5.639045281844122,2.7495861313844183,4.214091316164613,1.4037157267260103,Iris-versicolor
+21,5.942628500076716,2.6617390715229554,3.7997337774988624,1.24190503100496,Iris-versicolor
+22,6.075361132049028,2.916107109743498,4.475393927046666,1.06960694695062,Iris-versicolor
+23,6.303601723073908,3.1517961854997667,4.940798224965969,1.8381018355084162,Iris-virginica
+24,5.964550771676903,3.3428089354766235,1.43726367223142,0.23721616256026987,Iris-setosa
+25,5.160938797856988,3.2293296099402427,5.038683082569021,1.5009507563570839,Iris-versicolor
+26,6.671306909263082,2.994745930904159,4.522875239221609,1.37157967230026,Iris-versicolor
+27,5.654605013744774,3.3805885553561708,4.743581611342568,1.5021512553865914,Iris-versicolor
+28,5.286205986997783,3.0989525090490786,1.4368916860547307,0.12118616840338886,Iris-setosa
+29,5.324062802239771,3.4034951071239465,4.885267206454516,1.856118378148746,Iris-virginica
+30,5.050915732527167,3.287170103309059,1.6101621581566399,0.14746975265647927,Iris-setosa
+31,4.634701014101803,2.322463177602293,1.552788528939995,0.2664155437251276,Iris-setosa
+32,5.149172848726833,3.1986601214684063,5.185076326193189,1.7661864306509072,Iris-virginica
+33,4.574398431612908,3.1522238887119562,1.4953550398435083,0.23653986836275628,Iris-setosa
+34,4.612218725060007,3.3650833914743448,1.3319696521377387,0.13305989124896422,Iris-setosa
+35,4.865275598965415,3.3461694585791903,1.3629718184434654,0.27608900906278366,Iris-setosa
+36,5.2770556143576535,3.3796144677658875,1.212319924103117,0.05355294665419161,Iris-setosa
+37,5.194459555151624,3.302746055401226,1.6678688571253875,0.3735677281739146,Iris-setosa
+38,6.256199107401666,2.3755642049683736,3.600508540551659,1.0443482841015643,Iris-versicolor
+39,5.496648258854936,3.5750022807331514,1.6365724744187398,0.39136481773981013,Iris-setosa
+40,5.81694761440065,2.2578558453776068,3.5789893438787557,0.8462006149077789,Iris-versicolor
+41,5.809333312387594,2.470753708581485,4.146160414136066,1.2177636333776136,Iris-versicolor
+42,5.395735584782247,2.593527572245778,3.8449205786574066,1.1033738423755235,Iris-versicolor
+43,5.858287117169524,3.293734302431335,1.5244835942231,0.2639275497554276,Iris-setosa
+44,5.8058713166839695,3.474570795857623,1.4477818072516153,0.1734285478026999,Iris-setosa
+45,5.049623383196506,3.234719993496753,1.5319224437760661,0.318427696903907,Iris-setosa
+46,6.04485032575624,3.765085476301005,1.713926530719702,0.3552032886613234,Iris-setosa
+47,6.6760429589351515,2.925320183172057,4.454524042811758,1.2291962162518988,Iris-versicolor
+48,6.474685677244839,3.3625941452766437,5.024699972017956,1.935667301087415,Iris-virginica
+49,6.045372818307069,2.3363963399575556,4.258852783736156,1.4454067712038687,Iris-versicolor
+50,6.06993691510579,2.342081884522047,3.9638573090899545,1.1254960314055,Iris-versicolor
+51,6.707492982403801,3.151904108385765,5.605709511531365,2.2459518031326704,Iris-virginica
+52,5.50716672508508,4.1211606369984946,1.6668203174683196,0.4790802615602352,Iris-setosa
+53,5.502886050593559,2.764628830136767,4.049562014441719,1.2712317159133022,Iris-versicolor
+54,5.301724358521964,2.859894810406491,4.49530674642665,0.8069906261425108,Iris-versicolor
+55,6.2877425854642555,2.8384037911071176,4.795345021769667,1.4678606535867644,Iris-virginica
+56,7.118242686467671,3.5094838850149963,5.944505085910196,2.1181012760461777,Iris-virginica
+57,5.542033109340421,3.2599683024996,1.5876100851618888,0.353990200188949,Iris-setosa
+58,4.997816327165309,3.3617833047671546,1.3315309628356826,0.22892700235520205,Iris-setosa
+59,5.425310769294109,2.963803228041618,4.971837119260973,1.2982042494737653,Iris-versicolor
+60,5.9420621930625535,2.4737082890443647,4.835605854675968,1.2671480149456047,Iris-versicolor
+61,5.025349206694406,3.7897252951724685,1.3622263604648621,0.38379420038693174,Iris-setosa
+62,5.683564537003935,2.7540438287965063,3.9190490216583456,1.1597241861059244,Iris-versicolor
+63,6.4830984934524984,3.6364597315692744,5.256845693364078,2.1558858498087283,Iris-virginica
+64,6.953794475116672,2.9547635179564913,5.198864084701219,2.298940781567599,Iris-virginica
+65,6.07370465455484,2.947216673027901,5.41757675890132,1.8792822768778012,Iris-virginica
+66,7.052532762005644,3.2105890009999127,4.727636692783294,1.4655400409568786,Iris-versicolor
+67,5.864854461939238,2.9528417694945164,4.73072650399748,1.8287619692952055,Iris-virginica
+68,5.543071910390568,3.1347704624925035,4.79353991504289,1.3938060170307809,Iris-versicolor
+69,4.834748018354663,3.3354788752207316,1.3648977558686801,0.16341740936003313,Iris-setosa
+70,6.140652550849703,3.6756865854276133,5.5682554623114795,2.3137232170341786,Iris-virginica
+71,5.012821743375947,2.8058701334465646,4.380710280244977,1.3901895482776894,Iris-versicolor
+72,5.2881704699173575,3.682513034195173,1.644698549378154,0.2679766096677316,Iris-setosa
+73,5.341279562525567,3.486198193356739,1.5031029939487717,1.9290101951746308,Iris-virginica
+74,5.8785411289143505,2.8918506950658744,4.916547856808534,1.415100139310671,Iris-versicolor
+75,5.1667052034688075,2.4945779685177794,5.352262179870202,1.9821230116747648,Iris-virginica
+76,4.8961875901063,3.660859148468806,1.453601651910994,0.1774177644900259,Iris-setosa
+77,5.209808752687462,3.394704550939931,1.5439122729398396,0.39862782003786656,Iris-setosa
+78,4.412156263260592,3.141250717533078,1.2937953365440111,0.2356731125084888,Iris-setosa
+79,5.018787881996234,3.9519132599972986,1.4610912590831104,0.4359114014909691,Iris-setosa
+80,6.016930583655914,2.9688732609285298,4.57586556991815,1.5098803575874455,Iris-versicolor
+81,6.092008687623865,3.2088920744789338,4.8821214825574195,1.6414382135392893,Iris-virginica
+82,5.090319581027165,2.6891161931327714,4.329850740659719,1.120578889927987,Iris-versicolor
+83,5.071714314574345,3.3978259274225406,4.33529617770043,1.5587498014390397,Iris-versicolor
+84,6.062253227353681,2.818017023141588,5.1490226838555255,1.7984610888923245,Iris-virginica
+85,5.575040794720543,2.693892204250665,5.220857208999114,2.0306034518703306,Iris-virginica
+86,5.232763638685479,2.2057055657006877,3.6059707238366134,1.0209030597568227,Iris-versicolor
+87,6.602477086828386,2.637784305947485,5.7447044867004395,2.0931772699867146,Iris-virginica
+88,4.546590197428474,2.605917921936108,1.2825328717353137,0.12217087288309081,Iris-setosa
+89,6.067018986730603,3.9621774172244226,1.6020176132602761,0.29665703711489777,Iris-setosa
+90,5.525196427915527,2.5463429527618384,3.974625050225183,1.0882688513671903,Iris-versicolor
+91,5.241631998612171,3.148637858734643,1.7470069077093315,0.5152305345560843,Iris-setosa
+92,5.037860237528636,3.3157665870946316,4.612844371794999,1.7403949384257844,Iris-virginica
+93,6.212091453533037,2.7493468161145795,5.032182057702557,1.7031475179632256,Iris-virginica
+94,6.523067597691542,2.8952729147165366,5.574910780385534,2.192930936309921,Iris-virginica
+95,5.560072477273418,2.6732891269552432,3.6256950208224445,0.8958173385451537,Iris-versicolor
+96,5.67877609103443,3.3971185036149665,4.155088890517459,1.3808350051760439,Iris-versicolor
+97,4.775408351574225,2.853319895477606,1.0749561562257952,0.181658959277665,Iris-setosa
+98,5.511426344889023,3.361873663814822,4.000312713012803,1.1586359780941349,Iris-versicolor
+99,5.906183263756227,2.8143208653876046,4.433754759063147,1.8546106022784725,Iris-virginica
+100,6.099345367228855,3.3667401824946217,4.975432534967365,1.8384989416082183,Iris-virginica
+101,6.04973554089071,3.5541571909592387,1.620412953315048,0.13682523234747324,Iris-setosa
+102,6.086895691635745,3.502766267762282,4.690310445509373,1.8175118687431604,Iris-versicolor
+103,4.481559685341864,2.9746442545452134,1.4171481813258655,0.237348192518104,Iris-setosa
+104,6.015500723506685,2.531538798033483,4.406047637187352,1.3130656225845714,Iris-versicolor
+105,5.172674396726791,3.6429512668910564,5.033154590341696,1.8782726304961175,Iris-virginica
+106,6.358376146465291,2.8046341920054023,4.9586557358798755,1.9472703715955506,Iris-virginica
+107,6.2107257576293975,2.9393305660863525,4.772555765459796,1.9369589831962386,Iris-virginica
+108,6.132723868316009,2.858619579393554,5.2980743971361965,2.026197961997297,Iris-virginica
+109,4.665225525190397,3.0206426325733196,1.2631533229942087,0.15850756778467096,Iris-setosa
+110,5.983270087454477,3.253715292574448,5.532598656189707,2.28094371196031,Iris-virginica
+111,5.902077255647715,2.5233799224262996,4.10851194517349,1.1057241239775788,Iris-versicolor
+112,6.6134554592581365,3.2759932800973144,4.635047923480928,1.4205036489460912,Iris-versicolor
+113,4.854211374696098,3.432913754166553,1.3307024244453614,0.2396121973781679,Iris-setosa
+114,6.868036667231697,2.7704010265857186,4.157073076964839,1.2269254467906139,Iris-versicolor
+115,4.850044850569481,2.3715796909047624,4.027989106694594,1.1720421867294184,Iris-versicolor
+116,5.190804781080543,2.6854260728279185,4.592769029807597,1.1228934631938872,Iris-versicolor
+117,5.064734311889412,3.046566486221675,1.4735894695342722,1.5152660608723245,Iris-setosa
+118,6.439536122696019,2.5965523301526865,4.3417006377924645,1.4191613016709321,Iris-versicolor
+119,7.660515106426024,3.265393915002551,6.138830887347218,2.0977688080640076,Iris-virginica

iris/tvae/4/1/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tvae/4/1/train.csv

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

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tvae/4/10/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.423921811580915,3.4869471874484708,1.125826728592768,0.1702130069513443,Iris-setosa
+1,5.61714864295712,1.961253480619754,3.8722106249470833,1.081873401754996,Iris-versicolor
+2,5.08355094056134,3.13820140202817,3.85067574486109,1.4127752209585533,Iris-versicolor
+3,6.820130718633169,3.47896073382802,5.324536878163244,1.8906208795407773,Iris-virginica
+4,6.430224907788826,3.3368824628072784,4.779112925538243,1.714188270220244,Iris-virginica
+5,6.079742970241752,3.0734868811778684,4.5150236443459155,1.4368976672871923,Iris-versicolor
+6,5.833771828914806,3.575447259457412,1.5143690153883738,0.1931267984485462,Iris-setosa
+7,5.158963421921627,3.3626269104235837,1.1830297129184946,0.14816568898998894,Iris-setosa
+8,4.983947465964613,3.295277303964497,1.5401909127810607,0.10608079496165118,Iris-setosa
+9,6.53474966684604,3.212329350893296,5.611798050995023,2.3838864731199,Iris-virginica
+10,5.036176676976588,3.3769738815867814,1.4770910164876878,0.2908784914569398,Iris-setosa
+11,6.904632689373845,2.5639952257139176,5.3849309242276355,1.6780758018320665,Iris-virginica
+12,4.890630819127717,2.639208147430737,4.134473758485315,1.3640170480408838,Iris-versicolor
+13,8.260911720578617,3.560518103920094,7.083429181161774,2.057756727903904,Iris-virginica
+14,7.363571176548732,3.0021763408042124,6.028445536573039,2.2900670263446585,Iris-virginica
+15,5.416087500421358,3.419954925653889,1.6735869443699811,0.30677763233060223,Iris-setosa
+16,4.623043316172897,3.252027786902932,1.1302146400617357,0.10925520786724163,Iris-setosa
+17,5.582331155606765,2.4199087161482327,4.100055163441729,1.0405987436330444,Iris-versicolor
+18,6.863106659635383,3.5933595699296648,4.662094257327799,1.3474967474719266,Iris-versicolor
+19,5.237480853529238,3.002338030292276,3.9417005242339815,1.3171342001738495,Iris-versicolor
+20,5.071813049674773,2.8805829312828877,5.366145961567946,1.628506386439942,Iris-virginica
+21,4.70943588118523,2.9054322737937217,1.476756578448509,0.22869572273479322,Iris-setosa
+22,7.1544688040212785,3.3154168862001265,5.941013631512414,2.0725483608264765,Iris-virginica
+23,6.9968688379623,2.82032234267816,4.632910807613409,1.6382771112822874,Iris-virginica
+24,6.14970703441568,3.3854843492504405,4.645891611818774,1.8083632214453944,Iris-versicolor
+25,5.592164350276245,3.3061549325629476,1.2603453323548046,0.10128889898563606,Iris-setosa
+26,6.60775964287206,2.6785208410680847,5.282650956846088,1.932080524754639,Iris-virginica
+27,6.339301393782397,2.5249743825521223,4.268675670957225,1.2186315826675715,Iris-versicolor
+28,5.488309198657224,3.412665413160634,1.4489055031859406,0.21107171709154127,Iris-setosa
+29,6.064994746054186,3.477437134569431,4.704885021990659,1.7497296203814903,Iris-virginica
+30,5.677230894619188,2.5668446083150855,3.9395474997745183,1.1330358710623383,Iris-versicolor
+31,5.461412904502283,3.0607819760826502,4.866040249426473,1.7174374525413032,Iris-virginica
+32,6.160306735351113,3.4324233808031095,4.650367551237525,1.6355902518592615,Iris-versicolor
+33,5.817429782319345,3.388709868613411,1.3039252425712833,0.26810178285856456,Iris-setosa
+34,5.497133698049422,3.460147896113009,1.373850564029981,0.2950030025461117,Iris-setosa
+35,5.763622674324912,3.192632919194832,1.4093854739531466,0.2285629964794233,Iris-setosa
+36,6.824616417002712,2.8294685717099117,6.03474085287544,1.94777491032685,Iris-virginica
+37,5.557052685053646,2.9171302444766765,4.8888525396796805,1.736713614650024,Iris-virginica
+38,6.718583104133612,3.082742993589979,5.446289672696912,1.8072635396227692,Iris-virginica
+39,6.7443944171411125,2.5821769727026678,5.644065024673923,2.087775556921409,Iris-virginica
+40,6.578448172457531,3.533713738443074,4.9831359733745595,2.154270059944079,Iris-virginica
+41,5.069847908623642,3.6029601690355144,1.7254494703120402,0.40875068643347445,Iris-setosa
+42,4.818938340678996,3.4554528686331953,1.5931990221920853,0.24949267130092118,Iris-setosa
+43,6.54068678601034,3.2337821103904556,5.735673923823846,2.279296448527255,Iris-virginica
+44,6.221231101395501,2.3619224928058244,5.931935129401428,1.7898842069100522,Iris-virginica
+45,5.835799941305,2.3912052875611716,4.128982212499896,1.2488718755871842,Iris-versicolor
+46,7.465746187190496,2.984711308269084,6.431583591479512,2.222765262380606,Iris-virginica
+47,6.494723295369008,3.1829696665404943,5.365208357749054,2.272736977554762,Iris-virginica
+48,5.575274954722451,2.909147446603986,1.4156361186115058,0.07761783938634931,Iris-setosa
+49,4.945578651441632,2.3451050332165173,3.5238540533356466,1.1034198746861454,Iris-versicolor
+50,5.931832954923649,2.8433183482490456,4.530487644935958,1.622978755715067,Iris-versicolor
+51,5.1678408958274415,3.21334883703558,1.3448790845898488,1.3393258385447364,Iris-setosa
+52,6.401753120572745,3.597599493223287,5.681452697749281,1.867267185379573,Iris-virginica
+53,5.567565183710781,2.975298417800434,4.9847935615266055,1.9877589408637775,Iris-virginica
+54,5.49520892231723,3.0221088844433943,5.505719569987501,1.898578998776588,Iris-virginica
+55,5.200986720381942,2.284945970610256,3.394752640167627,1.0265536260645058,Iris-versicolor
+56,6.567547020599899,3.2581074310411173,4.850900333876866,1.8304678740458407,Iris-virginica
+57,5.500807637220066,2.8908771369976813,3.9615060424616333,1.249252757607553,Iris-versicolor
+58,6.284398837118808,3.284234570435698,5.2029621014672545,1.9284987539631773,Iris-virginica
+59,4.777540520926039,3.4285198931695655,1.4212593755501761,0.1361908338123734,Iris-setosa
+60,6.3090417709134075,2.6319827609197484,5.471652103153057,1.9926519808969911,Iris-virginica
+61,5.590672060734658,3.453823764301653,1.5941993579291214,0.2681993930471152,Iris-setosa
+62,7.086740819879777,3.2256503375954235,5.307534760728014,1.9567334164012196,Iris-virginica
+63,5.009401935664093,3.5124780409270806,1.3748416447530205,0.25634263196740803,Iris-setosa
+64,6.402759344777809,3.4154111481618634,5.176993314081809,2.08036561226736,Iris-virginica
+65,5.906376771975608,3.054315949001411,4.9512270446408255,1.6704002118608958,Iris-virginica
+66,6.4642574547629,3.230885355021323,5.638939022603893,1.8512359169062913,Iris-virginica
+67,5.8985068269103955,2.9596730510672824,5.220635706937474,2.0547038109667355,Iris-virginica
+68,6.215309049974004,2.9395078020479812,5.25947902677942,1.9605572172493033,Iris-virginica
+69,6.24952762535316,2.979806842545773,3.9967158792149124,1.254337881556506,Iris-versicolor
+70,5.431244756558829,3.7412201560559764,1.84469549385199,0.19461967577825642,Iris-setosa
+71,6.408079942118002,3.004401757727946,4.780147667891348,1.9489509827417821,Iris-virginica
+72,4.94004528228822,3.0534156772129695,1.718997857734014,0.22293571421535976,Iris-setosa
+73,6.781891035344316,2.827991408262354,5.269904452280617,2.2112293632561393,Iris-virginica
+74,5.3417371467453165,3.0774200129007236,4.680491891768313,0.1850206263710779,Iris-versicolor
+75,6.580155979995131,3.526599275832744,4.979704188293071,1.8896406466616127,Iris-setosa
+76,6.46972216641484,3.5670300049192636,5.823926637482388,2.3831954693173603,Iris-virginica
+77,5.199772645542873,3.221107081583595,1.5502272917028181,0.30774384879514716,Iris-setosa
+78,5.790338328485165,3.251739463094702,4.676207355446918,1.7089204974897099,Iris-virginica
+79,5.097879218477394,2.758436918512739,4.937700823067032,1.746449094179847,Iris-virginica
+80,6.926581451872917,2.8464273257612542,4.601874796364186,1.0595715579597362,Iris-versicolor
+81,5.372547886472071,3.4979804170815973,1.501215565182704,0.2518994196923223,Iris-setosa
+82,4.8608734879335325,3.274173472167666,1.4328972014559762,0.35650344799582734,Iris-setosa
+83,6.548573545809194,3.4072348403337562,5.907376309542971,2.417060976122343,Iris-virginica
+84,6.141955060135124,2.796567095463655,4.277748474382061,1.360980669452014,Iris-versicolor
+85,4.55588180911703,2.7644307951673137,1.408164332442263,0.10257068689241089,Iris-setosa
+86,4.748843867836278,3.1305355466482068,1.2011673358105126,0.1310310099895171,Iris-setosa
+87,6.136678648260985,3.136357013620502,4.50385550714354,1.3697389857993383,Iris-versicolor
+88,6.541413054179314,2.6902548701612448,5.341023452330554,1.905743283710649,Iris-virginica
+89,5.749784984209108,2.7418303431557867,4.573681485210347,1.4125646476363414,Iris-versicolor
+90,6.589279211565261,2.9077746039156933,4.93933997450402,1.9618325176877316,Iris-virginica
+91,5.045060374673176,3.6356852732816662,1.5186223027169135,0.3481471170610779,Iris-setosa
+92,5.794185168339637,3.0906767851133647,4.735080349740513,1.4553731015652118,Iris-versicolor
+93,5.141949783822842,2.939329925843787,4.717282068565026,1.8484385800556595,Iris-virginica
+94,6.094776087858064,3.0702743911906585,5.130294010471471,1.6735415627351211,Iris-setosa
+95,7.139785004056589,2.89718646832504,6.026453130484848,2.073614034232911,Iris-virginica
+96,5.063510096791876,1.9278946971196935,3.5252920226289435,0.8771145452773577,Iris-versicolor
+97,6.761998489248796,3.5181605218213967,5.88831848754263,2.3159944739654152,Iris-virginica
+98,5.140215286878929,3.3972612663227832,1.8055133206010092,0.27761025050039184,Iris-setosa
+99,4.773883020514782,3.458650265137085,1.233575569935678,1.611741141532201,Iris-setosa
+100,4.943954842980459,3.0785280667635444,1.5768941636775695,0.1475658135553024,Iris-setosa
+101,5.41627259641362,3.3752763502336585,4.987607537681364,1.6383140084811925,Iris-virginica
+102,5.086593684772007,3.342597159456629,1.4585039439904484,1.9031608930112989,Iris-setosa
+103,5.687051701646326,2.5195090532581386,4.503038098346703,1.2622229117674988,Iris-versicolor
+104,5.293200135466468,3.1921734714167376,1.5633180891140175,1.664294258038522,Iris-virginica
+105,6.826653652398482,3.1690450900312523,4.504135020457702,1.5839333409225753,Iris-versicolor
+106,5.401760593986276,2.755110355840631,5.270809245807933,1.7884431464480004,Iris-virginica
+107,5.438174192259364,2.7465419124560158,4.980939480404597,1.6111837153541144,Iris-virginica
+108,7.289956461798299,3.087698070391996,6.428436394177101,2.204031748756906,Iris-virginica
+109,6.661805346312891,2.9098821094180956,5.4356291323521075,2.036346888844467,Iris-virginica
+110,6.087083019200689,2.929271729395235,4.398321163787008,1.5836235624300505,Iris-versicolor
+111,5.157118815461689,3.2739259334138775,1.385540736341957,1.5390894194407438,Iris-setosa
+112,5.5338398999399265,3.1641478778756293,4.752764607919651,1.7986315512105033,Iris-versicolor
+113,5.760200633320427,3.4143313020993236,4.644706405047759,1.6911031986089542,Iris-setosa
+114,4.851508845457415,3.3542552154849097,1.2570622908068723,0.28546159186766035,Iris-setosa
+115,5.612607325105239,2.8772231563419326,4.542965630013619,1.022695611535266,Iris-versicolor
+116,4.919306095478324,3.416294038128093,1.7190245859641986,0.316971771212232,Iris-setosa
+117,6.018043791894828,3.0789952904793543,1.6509276668123172,0.18227255057888497,Iris-setosa
+118,6.021259983179429,3.2497580557102737,1.6599988903845069,0.39138398786969486,Iris-setosa
+119,5.630204034820742,3.449376851685938,5.165894926093311,1.7998311071925168,Iris-virginica

iris/tvae/4/10/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tvae/4/10/train.csv

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

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tvae/4/11/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.761035345506352,2.457373995104138,5.261439127195724,1.9329876554080214,Iris-virginica
+1,5.186295651008104,3.1069171787332484,5.234207929506436,1.9111398202816503,Iris-virginica
+2,5.888129837970588,2.7463801178090685,4.314886974330974,1.0344277091127907,Iris-versicolor
+3,4.719899947611586,3.6290684413754515,1.4660415932120339,0.3775888671858814,Iris-setosa
+4,6.255244938264779,3.0806855354010474,5.0932843592034365,2.173512758293069,Iris-virginica
+5,5.3148641280281534,2.9684621435552385,4.698307294149527,1.779791660262149,Iris-virginica
+6,6.073445813257107,2.8498021777318354,4.940548683450622,1.8835410944348956,Iris-virginica
+7,6.504812834002017,3.4298293116281675,5.566198941952018,2.225666402463193,Iris-virginica
+8,5.786721242890553,3.825965301740367,1.281336026566625,0.12893845862047254,Iris-setosa
+9,7.254694727726716,3.735038484832964,6.4640156827713575,2.1886096662522325,Iris-virginica
+10,5.078802917412171,3.5359354041167124,1.4956601859016994,0.27560193229612956,Iris-setosa
+11,5.541121992982862,3.334642070387325,1.33166083744348,0.11544863968845165,Iris-setosa
+12,5.571591685728602,3.2196020265122582,4.8160680161798135,1.305481532086539,Iris-virginica
+13,6.213243602955785,2.4852058439163542,4.647277534283456,1.356314808436072,Iris-versicolor
+14,5.226181738568403,2.9959177164135307,5.244856988302137,1.7011054835738693,Iris-virginica
+15,6.068562389684316,3.277602423213777,4.947977272791481,2.0536800372190314,Iris-virginica
+16,5.783103036716576,3.2909624810333438,4.599124254235503,1.7411438061399966,Iris-versicolor
+17,5.695117291241146,2.8258606898999274,4.261286359478526,1.2447406452760326,Iris-versicolor
+18,6.146877479140542,3.0053122641945964,5.053903837799827,2.0105173066244264,Iris-virginica
+19,4.741929406738168,3.265591864166462,1.6567125860082499,0.2372087171682973,Iris-setosa
+20,6.691948533557625,2.549143467985668,4.650577817247378,1.5245259140979106,Iris-versicolor
+21,5.193877240794538,3.176975152250551,5.207840101645872,1.9228219090021705,Iris-virginica
+22,5.5188351741105155,2.9094339308280084,5.548506622456546,1.7349647991622885,Iris-virginica
+23,7.50145534076324,3.188388009320907,5.957948558771841,2.012722777495887,Iris-virginica
+24,4.7231785001016995,3.035618648483055,1.4286148028310772,0.172567961484362,Iris-setosa
+25,5.338281574192638,2.780799315793875,4.398279740171353,0.01595785707758693,Iris-versicolor
+26,7.172037901522055,3.1371918590491954,6.078413920458211,2.128750974324946,Iris-virginica
+27,6.554542350707991,3.208488683612561,5.591951245923204,2.0498978961703993,Iris-virginica
+28,6.2677093018676215,2.71638365896381,4.5236106988025835,1.2502173321241234,Iris-versicolor
+29,5.241963046905036,3.7466908062996973,1.612131405850959,0.1794566548419881,Iris-setosa
+30,6.194657836326762,2.6521979291752267,3.9424749145030127,1.2800821437652106,Iris-versicolor
+31,6.086442010755048,2.708339897574431,5.160509010424713,1.83682990126958,Iris-virginica
+32,5.283191987539846,2.0657994868819842,3.480382650869016,1.0376011329073145,Iris-versicolor
+33,4.907320774753745,3.1131355556699156,1.2758971147744058,0.22850248713913604,Iris-setosa
+34,4.737869944118348,2.274803460949864,1.3775324549373646,1.3058367316073507,Iris-setosa
+35,5.5298876779356325,3.490474242534608,5.305042757492592,2.084246054750369,Iris-virginica
+36,6.260865838260125,2.8226376851718675,3.968794814652689,1.4355816437888558,Iris-versicolor
+37,6.555877046509915,3.223557464522284,4.643372432391432,1.5589349456303387,Iris-versicolor
+38,4.6556422867711165,3.0278981484318432,1.3860703060980621,0.2322259988757472,Iris-setosa
+39,6.97474130937914,2.4556499411645483,4.858054399725117,2.0204668036970155,Iris-virginica
+40,6.969763032688926,3.5121922167568718,6.087510708230611,2.490530381579914,Iris-virginica
+41,6.031472228708347,2.8105246773033823,4.8447693505956675,1.997946801436692,Iris-virginica
+42,5.880323005570137,3.2196696443664545,4.664753012504572,1.7110763338247441,Iris-versicolor
+43,5.953182758254694,2.831177576023294,4.51194318041667,1.268742732015058,Iris-versicolor
+44,6.4942254564960376,3.0414160285385754,5.098752011888941,1.9125348869053411,Iris-virginica
+45,6.632223212599886,3.4680031528868693,6.06906506842999,2.0071883173552374,Iris-virginica
+46,6.316110611445068,3.5701622833784517,5.317722924501816,2.1825440422133338,Iris-virginica
+47,5.538610933686884,3.292311699168942,5.255569082871194,1.8360217283180138,Iris-virginica
+48,5.019148514645432,3.8992535410380635,1.5251039888827749,0.2660362532600526,Iris-setosa
+49,6.101060053325179,3.3253253963163703,5.793160304321518,2.008421675053953,Iris-virginica
+50,7.224968605734208,3.421530134214357,6.081979185183064,2.4639455317303884,Iris-virginica
+51,6.343947615414317,3.381677062610299,5.037255050400856,1.4289676310501724,Iris-versicolor
+52,5.6008421855048125,2.8708963461074313,4.06751128338399,1.449697943849959,Iris-versicolor
+53,5.395107746521573,2.8413821661805176,4.482128250924745,1.2395137786161183,Iris-versicolor
+54,6.344528969990214,2.684787962019548,5.038364041690248,1.8194813584207372,Iris-virginica
+55,6.981005504947291,3.0896123552581187,5.313846603812991,1.744868880544854,Iris-virginica
+56,6.558426823546026,3.044395736430028,4.244931780814158,1.7721774068885454,Iris-virginica
+57,5.172804569482998,2.930032795683929,4.77894839802106,0.801947073924137,Iris-versicolor
+58,5.474416569556276,2.637131069149729,4.004473405828326,1.395564615862834,Iris-versicolor
+59,5.243887310488037,3.275830155106578,4.491681791892384,1.4876432787887768,Iris-versicolor
+60,4.969540561190834,2.845939220080189,1.5191621529351378,1.767953603875131,Iris-virginica
+61,6.633536475878048,3.338306882963863,4.587957442488018,1.228922013711386,Iris-versicolor
+62,5.79235669284288,3.1934715673476695,4.934463027003898,1.5968020253674318,Iris-setosa
+63,5.941341439440883,2.9478449783557372,4.262701075893278,1.4064363668136493,Iris-versicolor
+64,6.968905921384382,2.973593983474334,4.1176011290531465,1.3701717734583698,Iris-versicolor
+65,5.9875089579371386,2.65036273894296,4.742836913450516,1.4537329192027664,Iris-versicolor
+66,6.816062247123947,2.6149540425663256,4.224981914025537,1.5017364940758464,Iris-versicolor
+67,6.432665891890008,3.1221607881855333,4.984314164018333,1.9150893023249824,Iris-virginica
+68,4.930990156842067,3.8800648557053785,1.5617254092478805,0.11851192550210757,Iris-setosa
+69,6.565073036468856,2.8823016918307927,5.555865672699555,1.8056967190353184,Iris-virginica
+70,6.961999756106746,2.6189969702642006,5.254259446397037,1.7946784191087397,Iris-virginica
+71,6.079658170905496,3.1445126928826763,4.6980608608392895,1.535660019499422,Iris-versicolor
+72,5.099092580760968,2.4433590303056993,1.2793511080064888,0.021878546888637856,Iris-setosa
+73,7.150050007356313,2.6150088144261368,4.203057541776879,1.2668529709454162,Iris-versicolor
+74,5.266987904633444,3.136573286778581,1.4713183475361702,0.3010881166258467,Iris-setosa
+75,6.326604909991644,2.4952926736152765,3.74481940739783,1.012926408989026,Iris-versicolor
+76,5.36496650128231,3.2102293921813767,1.2683035050746603,0.2230932833078763,Iris-setosa
+77,4.6607459915030205,3.3061106054262117,1.4174461755032235,0.13585532764388714,Iris-setosa
+78,5.6851079547200865,2.7393939953879713,4.098578690763478,1.5345773966658376,Iris-versicolor
+79,4.302546938207396,2.8334010600542427,1.5039089661568572,0.05412895465774045,Iris-setosa
+80,6.319047748994804,3.328483441919567,4.732839330622467,1.157426218191162,Iris-versicolor
+81,6.077676937002484,3.1947085165920392,4.743381846431394,1.8969203990178172,Iris-virginica
+82,5.3809747628316025,3.0217633695827586,5.128831536972552,1.9252607353055626,Iris-virginica
+83,6.875266014466863,3.0341615864691898,4.542477381341056,1.4484586549260627,Iris-versicolor
+84,5.447850999604805,2.6592422185104354,4.015197523147056,1.16429921507677,Iris-versicolor
+85,4.973971830981232,3.0719358801954124,1.5031040958544513,0.2714581074527878,Iris-setosa
+86,5.984033081324295,2.9286532081359353,4.9421731931710555,1.7503487274574159,Iris-versicolor
+87,4.770419670692227,2.7645289381654745,1.3721004181006475,0.12224318501013265,Iris-setosa
+88,5.397132480416416,3.0934928217956172,1.5543498653837933,0.19466813414117107,Iris-setosa
+89,6.3177350415880325,2.591806871645669,4.997410446085427,1.8128715266058517,Iris-virginica
+90,7.629966725773182,3.2299279889374772,6.170855876146705,2.2699286145300452,Iris-virginica
+91,5.4662334407181215,3.6434027592496685,1.202986869422774,0.2452519837319921,Iris-setosa
+92,5.3479837834775195,3.655065516781684,1.4063757693917898,0.29565263794591273,Iris-setosa
+93,4.988298334547257,3.1355290462930125,4.765620514268164,1.7061563816191567,Iris-setosa
+94,6.036681044803047,2.5852148873502654,4.837234999370676,1.6164410776531144,Iris-virginica
+95,5.3848201942331615,3.490601897281088,1.9484516025565037,0.5259234174032258,Iris-setosa
+96,5.2930399606417895,3.1870715618007393,1.4523227866957127,0.3270490122129776,Iris-setosa
+97,5.142725954951484,3.002617939664602,5.302269736336769,1.9219439423717133,Iris-virginica
+98,6.843537999828359,2.9731872746064516,5.274324701624283,2.0656990880499273,Iris-virginica
+99,6.2958876498943415,2.5183976823112415,5.261933422546894,1.5000775916574705,Iris-virginica
+100,6.064581258513887,3.4335853137347523,1.3064661336956607,0.18613953499855296,Iris-setosa
+101,6.0765801187267545,2.188199985268299,4.397570194617755,0.9871713751332165,Iris-versicolor
+102,5.750295493793671,2.9478744887604953,4.405691131453691,1.633489571158271,Iris-versicolor
+103,6.059121856119585,2.921684154269728,5.074785620217361,1.8449654451147797,Iris-virginica
+104,6.239568527987533,3.3037711277513133,5.193968058685478,1.3885422645527337,Iris-versicolor
+105,6.271582234187895,3.460615293623204,4.299064453381895,1.4603032831546814,Iris-versicolor
+106,4.579433900501817,2.15803967840255,1.2432108660211276,0.15655187337317295,Iris-setosa
+107,7.162879886399565,3.130293250855593,4.646511711964339,1.8006386779233905,Iris-versicolor
+108,6.925329684352276,2.654203096043943,3.8019045378962333,1.1201690778608375,Iris-versicolor
+109,6.097574960666186,3.0822313412649036,4.320242251359876,1.5217109039027492,Iris-versicolor
+110,7.172428741255108,2.7616266242014333,4.3778678021149755,1.1810177325610125,Iris-versicolor
+111,4.726007196393216,3.2445311479329324,1.6218420202829553,0.43303521869180617,Iris-setosa
+112,5.809238710452777,3.2453757180216574,5.628408935536523,2.012673839657271,Iris-virginica
+113,5.110491643343748,3.474963288757599,1.5083086464675588,0.13677728212042684,Iris-setosa
+114,5.904723635208986,2.935987152792806,4.563996174947861,1.6017180410837195,Iris-virginica
+115,6.952967694257026,2.903701413405881,5.578587273975043,2.3175219808198766,Iris-virginica
+116,5.145312557078862,3.2012664503534793,1.6794810961913471,0.2844444971505968,Iris-setosa
+117,5.7341907152540035,3.0676546577393733,1.2138805152844556,0.16954696011719053,Iris-setosa
+118,6.346872601882605,3.315019284299924,4.991664343441282,1.748788592967707,Iris-virginica
+119,6.025800723258219,3.5771521126729318,1.7754320667220187,0.44873427559824985,Iris-setosa

iris/tvae/4/11/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tvae/4/11/train.csv

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

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tvae/4/12/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.275479321102995,2.853806312350751,3.57934225418985,1.0357161128372905,Iris-versicolor
+1,5.086851555102583,2.7816227446383053,3.7457951548004083,1.452865535154697,Iris-versicolor
+2,4.960480135167282,3.285806821843561,1.0642476980368187,0.18491251037099155,Iris-setosa
+3,5.396941037525273,2.7934531205008803,4.413330873010745,1.176437051118689,Iris-versicolor
+4,6.544622529911,2.9974148660614235,5.321416884407463,1.9287565461461793,Iris-virginica
+5,4.766862036796155,3.492345889460885,1.3566797062604028,0.3108465560972335,Iris-setosa
+6,6.02427037361828,3.127770261112871,5.065875198294933,1.6428487464850772,Iris-versicolor
+7,6.041300155641613,2.8633496398577525,4.81388302338383,1.5390177853202136,Iris-setosa
+8,5.482644136177024,2.575057827192214,4.0359957942995575,1.0888779262631874,Iris-versicolor
+9,5.7597506261161655,3.194941144274682,4.582829069629155,1.4823229143609624,Iris-versicolor
+10,5.235274646400555,3.389391013594293,1.6198752636518496,0.2523239643229279,Iris-setosa
+11,6.425277074930649,2.8561610011460488,4.667128648492207,1.5483019558938995,Iris-versicolor
+12,5.326039212530325,2.5837945957756294,4.089039180934559,1.0572263181102188,Iris-versicolor
+13,6.010804413615886,3.58834246758002,5.161572602356673,2.141682446079547,Iris-virginica
+14,5.809580946376796,3.4863474112199224,1.2676616457766552,0.14575025986344986,Iris-setosa
+15,5.445647140452585,3.4146695381730447,1.181362034258661,0.10315059985782749,Iris-setosa
+16,6.854111545705576,3.473085650227229,4.385912690827483,1.2689580393722444,Iris-versicolor
+17,5.922807524017781,2.8647801133201596,4.537284699383486,1.4282464042810832,Iris-versicolor
+18,4.8306298283906495,2.562598818410834,1.3734759081111299,1.244241366581394,Iris-setosa
+19,5.502443320461292,3.5035814441397926,1.3353295033343793,0.3490683594385414,Iris-setosa
+20,5.987126475498675,3.3634233006981358,4.693808970352655,1.477932219330706,Iris-versicolor
+21,6.368432174883863,3.1268176928593534,4.713646185888924,1.5780426055726242,Iris-virginica
+22,7.137364946650497,2.7475409308374394,5.687207330277863,2.437820159680519,Iris-virginica
+23,5.461858198484049,2.6795033265511266,3.8602028449789962,0.9545268923700145,Iris-versicolor
+24,4.881949922514491,3.8501310546869605,1.5071965066587962,0.3404266801560939,Iris-setosa
+25,6.570327344162123,3.0180621313045863,6.154307122391154,2.029161767025816,Iris-virginica
+26,5.142875810153095,3.0374212410040777,5.173566230241453,1.8011792822231716,Iris-virginica
+27,6.596518666423741,3.9728288947036123,5.973560759483588,2.2616079027567473,Iris-virginica
+28,5.90468492319534,3.1207284046149417,4.287942396876078,1.630549297167692,Iris-versicolor
+29,5.572749741839375,3.171550852755574,1.3603030649282022,0.15936709623791084,Iris-setosa
+30,6.4565981056481965,2.6662510951955456,5.989104556400562,2.1848758972215245,Iris-virginica
+31,6.7523720958089175,3.1262957924538033,5.656806224028369,1.9073544759386072,Iris-virginica
+32,6.912113364290492,3.3271939452918375,5.1370960370026415,2.331121004277984,Iris-virginica
+33,6.4689322166901455,2.967520527789964,4.743148937364642,1.582967803808029,Iris-versicolor
+34,6.126734956960632,2.7349652466735126,4.853345085558767,1.318136367428061,Iris-versicolor
+35,5.123259650573377,3.3533913563773536,1.700031884365196,0.4526174882726104,Iris-setosa
+36,5.668831907550062,3.463568468961838,4.984076520073955,1.8641513034848216,Iris-virginica
+37,6.080717911828161,3.1595506275562393,4.706807137592058,1.5770539134772654,Iris-versicolor
+38,7.164426664725226,2.9781710553196064,6.191386901707935,2.1688018368087727,Iris-virginica
+39,5.8091144660858935,2.7115549434924193,3.6812096898643283,1.1161101316514652,Iris-versicolor
+40,5.065593598873463,3.062088880853331,4.788406267669813,1.7377707922769605,Iris-virginica
+41,7.437337435099288,2.603476614468331,6.902245619090731,2.411270064017558,Iris-virginica
+42,5.510392045531798,3.221447790051444,5.0349684078664,2.173596066984016,Iris-virginica
+43,5.262456549739914,2.7999461898069598,1.5884461315207181,0.18727951973738088,Iris-setosa
+44,5.176680558863547,2.129498068334145,3.5575265767641717,1.1227816627708478,Iris-versicolor
+45,5.874413428811046,3.123012830441788,4.744831644086943,1.6328079647598257,Iris-virginica
+46,6.054125787015084,2.775365024521136,3.7000519418724243,1.5156994135400284,Iris-versicolor
+47,6.336668096443027,2.2177452358015772,4.085254630794753,1.2210210994569222,Iris-versicolor
+48,6.182153378717988,2.9415185451062262,5.902027254945758,2.403331742382523,Iris-virginica
+49,6.105838159357491,3.10891633937682,4.634837207714222,1.6947082766149961,Iris-versicolor
+50,5.851259163827052,3.099459187556528,1.3744004362335942,0.3760895678074905,Iris-setosa
+51,4.861337490700232,3.344567721564297,1.466671254403929,0.2648153738998658,Iris-setosa
+52,5.073814942144372,3.567546081686835,1.6011171018669772,0.18867686249575832,Iris-setosa
+53,5.241653555320942,3.6074120132944185,1.3927783189114789,0.1836515644207134,Iris-setosa
+54,5.425653378952877,3.6269889036001315,1.7001491709748466,0.37223898676062034,Iris-setosa
+55,6.328088228778378,2.8391264876489775,5.187553630680584,2.1213401009901025,Iris-virginica
+56,5.20719998475126,3.4011863823187682,1.508065922542435,0.47448481240594204,Iris-setosa
+57,5.919003882796548,2.730664830639746,4.4748862557167275,1.3117941048847719,Iris-versicolor
+58,6.202418098410671,2.9028429554494246,5.440195591353539,1.7275464840713215,Iris-virginica
+59,6.872661117891725,2.829146523516418,5.263410518719553,1.960773984963355,Iris-virginica
+60,6.3397128257396975,2.8962655977753493,5.010205205053204,1.4871136386874435,Iris-virginica
+61,6.655552713672531,3.197269645164853,5.640774977596134,2.2082799872667462,Iris-virginica
+62,5.233623318711125,3.443909536866515,1.5700789786624498,0.5018475312634255,Iris-setosa
+63,5.564299792128178,2.731716356052018,5.461511157404225,1.876326063310858,Iris-virginica
+64,5.868056129949851,2.751327710545441,4.92375092271739,1.433851560356238,Iris-versicolor
+65,6.726411376196422,3.265198505186798,5.647681221839424,1.9954324380893684,Iris-virginica
+66,4.827513844004226,3.3570354536892504,1.4288532021807832,0.1098556931529392,Iris-setosa
+67,7.187753399507916,3.3254713025482805,4.881256055855172,1.4850968687325694,Iris-versicolor
+68,6.1438762379200496,2.854313144985097,5.62316318558355,1.8841637663443176,Iris-virginica
+69,4.89189393009675,3.3825855775529283,1.516114959621276,0.2627632964633382,Iris-setosa
+70,4.6723628120055904,3.030770137924623,1.5251896773927327,0.28406600215466205,Iris-setosa
+71,5.402406039452416,2.565670778942802,4.426465248117538,1.3551147909492662,Iris-versicolor
+72,5.997478573552993,2.573159095942089,4.2515290756250455,1.133421927724116,Iris-versicolor
+73,4.716909948992005,3.0955456391889737,1.474875905808188,0.30973514419543924,Iris-setosa
+74,5.254454654947254,3.0556334608768156,1.5193553587180415,0.3087979540854758,Iris-setosa
+75,6.278054672871475,3.3504714965384066,1.4450593148728519,0.2975640679175077,Iris-setosa
+76,6.113851492923843,3.0227077943148033,5.4957949804487525,2.0592297444448064,Iris-virginica
+77,4.839086708296444,3.107884998186413,1.4477361300130744,0.16180521536426878,Iris-setosa
+78,5.883531391597557,2.6184564746668677,4.606611195935417,1.4114137471508343,Iris-versicolor
+79,6.430184192138377,2.5010292671255048,3.9682208236516527,1.055451230344388,Iris-versicolor
+80,5.183140331790752,3.57460992633609,1.5792542107055108,1.9613926610529582,Iris-setosa
+81,5.629527231214314,2.57717374196859,4.07371472406633,1.090482701527467,Iris-versicolor
+82,6.027426700778384,3.0128380748406403,4.890042685083207,1.801573489563866,Iris-virginica
+83,4.89523303972802,2.797548609243852,1.6028350792547994,0.20210091094803634,Iris-setosa
+84,5.692897288202149,3.3382122302154493,5.5310200546066355,1.6958370601476374,Iris-virginica
+85,5.071686321460076,3.4522400518669936,1.5644169650590678,0.4988006127442239,Iris-setosa
+86,4.683575013785162,3.195372297990238,1.643230479507039,0.39154656151313116,Iris-setosa
+87,4.971721909292574,3.686208125986178,1.4520084107792601,0.1646971529464708,Iris-setosa
+88,6.239863951614235,3.28223111496086,5.16409512343672,2.05322171512285,Iris-virginica
+89,6.301191989636253,2.644913835079362,5.16217038653941,1.8458274064322848,Iris-virginica
+90,5.99155970343608,3.21756268015436,4.820406113216884,1.8411942587343049,Iris-virginica
+91,5.814501468267965,3.269811220072777,4.207408559419584,1.3797927366944902,Iris-versicolor
+92,6.199840479665187,2.990506327220784,4.514504108361748,1.2596624638610998,Iris-versicolor
+93,6.4803306220917225,2.783551953496687,5.256203994282205,2.0057149327752106,Iris-virginica
+94,6.846280147465025,2.4969929167154574,4.825209487213663,1.3755195978475543,Iris-versicolor
+95,5.40196078745298,2.5074955426687717,4.479982884965088,1.4625439956382535,Iris-versicolor
+96,6.433306805921377,2.845493751980836,5.104832496143352,1.5874775183388805,Iris-virginica
+97,5.2431725460436835,3.008483649245606,4.495043921420188,1.3284750979319417,Iris-versicolor
+98,6.947258588439111,2.806058243622519,4.629281875376243,1.201673632291714,Iris-versicolor
+99,6.565497731791621,2.9312143349648005,4.703031123585952,1.7491168394196406,Iris-versicolor
+100,4.787197074302027,3.229828694733175,1.3948234267183222,0.04592898778421728,Iris-setosa
+101,6.569920320880383,2.760877201398319,5.628036663049803,1.8885768577308744,Iris-virginica
+102,5.125069589921571,2.9148334216368834,1.2560267009017458,0.11793580672515688,Iris-setosa
+103,6.447084099847822,2.585865546587413,4.451053708246303,1.385015518300358,Iris-versicolor
+104,5.158751758316808,3.0428302274488144,4.275310821123266,1.0752708924189065,Iris-versicolor
+105,5.749542585845529,3.2024201725732313,5.189811068641009,1.5354600223556794,Iris-versicolor
+106,4.9656398354646045,3.1228827003602904,1.5711926209269467,0.43992161755155224,Iris-setosa
+107,6.65141904521875,3.0575520820290554,5.885763983394668,1.897066658787218,Iris-virginica
+108,7.203901262939894,2.638658315857655,4.687510350514658,1.133603845316033,Iris-versicolor
+109,5.05312146350353,3.6080878394260427,1.75275044486802,0.436431586697581,Iris-setosa
+110,5.760111688912518,2.3296236249841753,3.9324326680928587,1.2685597655984462,Iris-versicolor
+111,4.320526449092848,2.69462877295415,1.095566751500221,0.15590101778291796,Iris-setosa
+112,5.161796841574082,3.822417386385618,1.677781209939857,0.3237222215696481,Iris-setosa
+113,6.518480129241836,3.126757222139791,5.086047034462419,1.865468007308017,Iris-virginica
+114,5.68149821951571,2.6500717299605427,4.209534815033456,1.1785034709189004,Iris-versicolor
+115,5.79411550583098,3.1896537041325925,3.866197250388165,1.1909577451110442,Iris-versicolor
+116,4.668103611861729,3.6959299795436227,1.648902004954835,0.18791147300955846,Iris-setosa
+117,5.726504859959472,3.105015167358331,5.008479231660774,1.88375060865233,Iris-virginica
+118,5.970789302422836,3.0517390743485886,4.614071613343048,1.6017413755775487,Iris-versicolor
+119,6.617746743551742,2.6895820867318228,5.749140443401199,2.1609377939664025,Iris-virginica

iris/tvae/4/12/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tvae/4/12/train.csv

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

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tvae/4/13/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.433020526261325,2.8115044061415695,5.175526904876662,1.693679775816297,Iris-virginica
+1,5.370663511529402,2.936810423834942,3.888451975174908,1.2028679541162663,Iris-versicolor
+2,6.179026266490789,3.1130347149814037,4.601092156468889,1.813135851089129,Iris-versicolor
+3,5.84290823318383,2.5201521398687263,4.3885183392637295,1.4908899381723846,Iris-versicolor
+4,5.187791048780557,2.708851353893227,1.3752767352945405,0.02798188210050856,Iris-setosa
+5,6.347680107333539,2.9563587680282577,4.293634532305836,1.5114492855462167,Iris-versicolor
+6,5.546835685942078,3.319883310536838,4.899229555261853,1.6269164163282224,Iris-versicolor
+7,5.721690703158622,2.6906531818509474,4.252298525310499,1.1312588993734765,Iris-versicolor
+8,5.270031380937829,3.3890026684503,1.3864344779777107,0.1960049092169745,Iris-setosa
+9,4.776477885158997,2.79085756129804,1.263477806453197,0.1375684305921912,Iris-setosa
+10,4.999857186394827,3.095908423455812,5.096115817872915,1.8918391185501675,Iris-virginica
+11,4.458573623239132,2.5504524218839535,1.4611550654422474,0.17243858435267986,Iris-setosa
+12,5.463032314532093,2.881501511674091,4.756760826884163,1.8282299509828037,Iris-virginica
+13,6.439144792858826,2.8053663833918305,4.061259335007826,1.2563911392631466,Iris-versicolor
+14,7.480623726923174,3.021574180186306,5.717463183476295,2.010811455045789,Iris-virginica
+15,6.654933933152967,2.700690394523214,5.630830690504146,2.0786777492296324,Iris-virginica
+16,4.971117465594816,3.1487222420762664,1.3413304484111634,-0.013265362885514609,Iris-setosa
+17,6.817322499369794,2.6602903327724006,5.486211043223141,1.8992123868385975,Iris-virginica
+18,6.040130034915824,4.123143551051508,1.834676871641158,0.608774955794609,Iris-setosa
+19,6.885640386207733,2.6254659955372825,4.43525199162931,0.9936185808236583,Iris-versicolor
+20,6.376199085915828,3.2243524562573724,5.392218825355682,2.132035868173776,Iris-virginica
+21,6.197593084324268,3.5144154192891737,5.362923593691337,1.7530283624395868,Iris-versicolor
+22,5.310531803200904,2.9628338358925186,5.019560518899473,1.670863848393169,Iris-virginica
+23,6.296463608636305,2.7136406647736853,3.8925489042410355,1.1956374866782775,Iris-versicolor
+24,5.990707080928738,2.624450298687247,4.93623125941929,1.6237135327265122,Iris-versicolor
+25,6.629543714141776,2.94874962142017,5.505987198247672,2.1915058552804316,Iris-virginica
+26,5.829435721775182,3.2599137302418755,4.9421345736726865,1.8902221247600512,Iris-virginica
+27,5.601055024027052,2.1140972061964027,3.817548707176138,1.1412155539630224,Iris-versicolor
+28,5.439796651363997,3.430417825793199,1.3724661935768578,0.28017267361400783,Iris-setosa
+29,5.244311216491573,3.306904517129443,5.45262963748127,1.8396419213107398,Iris-virginica
+30,5.879280345808892,2.7508388397183055,4.273141259743343,1.2363150742617255,Iris-versicolor
+31,5.127839443930996,3.1928840402433254,1.2558405397771921,0.2835824195754815,Iris-setosa
+32,5.195449415732471,2.914776849088764,4.484590641220995,1.3289945060315564,Iris-versicolor
+33,5.345133625284062,2.9259324640435977,5.41260202792217,2.021973444282417,Iris-virginica
+34,5.964604201483859,3.404416183398509,1.3376485276984182,0.5010814887545053,Iris-setosa
+35,4.975386119252864,3.9704864666296995,1.6444845078444335,0.18612503283180815,Iris-setosa
+36,6.999988364688241,2.7443184424023563,6.133219779548739,2.050881372734456,Iris-virginica
+37,6.087309789949437,3.093065219244877,5.503794178517234,2.252106196630329,Iris-virginica
+38,6.020458087567477,3.3947219281797385,5.635694548265986,2.3903361737398185,Iris-virginica
+39,5.908165663067979,3.279109488115848,4.587880115251283,1.343670017645561,Iris-versicolor
+40,6.201935833374075,3.123651630897079,4.930659198422584,1.875897589832658,Iris-virginica
+41,7.460974939294874,3.00349549803597,6.256375450847127,2.275670429231403,Iris-virginica
+42,5.851789603831482,3.357573521647219,1.6345119204833143,0.5026804129228659,Iris-setosa
+43,5.696007159112093,2.28478095818979,4.077353952266107,1.2211944944729047,Iris-versicolor
+44,6.819458639178806,3.278421012991832,4.133454601561546,1.4216083620681994,Iris-versicolor
+45,6.614673311567344,3.2188143421275646,5.467954946002593,2.096737334835055,Iris-virginica
+46,4.928613819404837,3.2864490487731026,1.8374837729089015,0.09535711410808798,Iris-setosa
+47,6.74832879129396,2.9158200239259378,5.757856230758015,2.05337387025096,Iris-virginica
+48,5.057883040019219,3.558226972309348,1.5997229815515,0.31929974776979575,Iris-setosa
+49,5.324544595304378,3.3442202838751456,1.6146453734405752,0.4795552988919615,Iris-setosa
+50,5.701873614369941,2.4364670339248846,3.916331616354195,1.2024028994279112,Iris-versicolor
+51,4.529173092805334,3.382790623668651,1.5234238886293523,0.10965491582781386,Iris-setosa
+52,5.023420332791622,2.6806146158268556,1.4054120228480385,1.5030200928398787,Iris-setosa
+53,6.58537524850709,3.1688365508627485,4.425512102883043,1.3623699683598045,Iris-versicolor
+54,5.311993243615822,2.697093569901591,3.6784343015406193,1.0298057212921299,Iris-versicolor
+55,6.220220309784938,2.3315762999553407,4.277715927996902,1.3778935997645507,Iris-versicolor
+56,5.791449513713922,3.579231743345311,4.539611187401783,1.328045025643639,Iris-versicolor
+57,7.533994822240123,3.1219206875484464,6.262553981787247,2.6962833181011217,Iris-virginica
+58,6.4178631134706805,3.263477755461068,5.603636447360002,2.2213172019561256,Iris-virginica
+59,5.058625081425638,3.357517063893907,5.201089891860255,1.8843453955864513,Iris-virginica
+60,6.225350305546369,3.0006703229418865,5.37450641560201,2.162002711594441,Iris-virginica
+61,5.468380418259594,3.1275686979656325,4.9367146521841665,1.5586561802070948,Iris-versicolor
+62,4.364563115348215,2.751742334060963,1.2176383072467987,0.08753875968372651,Iris-setosa
+63,5.322307481113889,2.8938055975553336,4.777924473260458,1.5386952229966409,Iris-versicolor
+64,5.563704711274556,2.755729477225089,4.284224032986678,1.1262122030482935,Iris-versicolor
+65,6.546872046784275,3.060303922951442,5.350473873675305,2.087900350094878,Iris-virginica
+66,6.065065686957047,3.648035189904141,1.581501429368367,0.46943531509949765,Iris-setosa
+67,6.181004683483896,2.8065916141780924,5.24631732698124,2.023316465212453,Iris-virginica
+68,5.057721040795085,3.421639768182601,1.273636798381486,0.17324638012715138,Iris-setosa
+69,5.263379161469355,2.757861366921671,4.767423812444653,1.4309528857957747,Iris-versicolor
+70,5.004510385213564,3.535412248000041,1.6327907561253523,0.4728776675058715,Iris-setosa
+71,4.253143989943635,2.629933687061804,1.352981464757101,0.08594678903518135,Iris-setosa
+72,5.759683651442366,3.555780652109396,4.9080548059191305,1.3202574500437105,Iris-versicolor
+73,5.9660574732435405,3.5426679761305695,1.7995588637984985,0.22362881540591514,Iris-setosa
+74,5.076136106571847,2.9193811947335915,1.7022144641629793,0.3314631966226696,Iris-setosa
+75,6.904431424197428,2.832344174042445,5.169251446472662,2.002433732621114,Iris-virginica
+76,6.777313387587949,2.9645118625172673,5.787578018659808,1.7596282072225415,Iris-virginica
+77,6.57712467350483,3.2343095466069682,5.263460759750918,1.961041614194285,Iris-virginica
+78,7.125305786179315,3.056638129881624,6.092882935767223,2.2227294723451396,Iris-virginica
+79,5.246293350809033,3.286186566295133,4.79274017085924,2.031905178111223,Iris-virginica
+80,5.357887908627333,3.3319297884825736,5.1690136125161965,1.3995594619902096,Iris-versicolor
+81,6.3071937523396775,3.0308265523067077,5.850820889353057,2.2910160849937955,Iris-virginica
+82,5.993182802165779,2.5279719584473987,4.366016845125934,1.1579637154107554,Iris-versicolor
+83,6.840980445483007,3.2377210416327937,5.808995494627485,2.1887087232748197,Iris-virginica
+84,6.0986035125859415,2.800818613895727,4.8250068289969885,1.3756864423446102,Iris-versicolor
+85,6.795729433492983,3.9858173405023978,5.701491453260339,2.2358193681850222,Iris-virginica
+86,4.774311664040522,3.7541612308245567,1.6161302693648363,0.4360975160939754,Iris-setosa
+87,5.076548531500616,3.3656967964868065,1.5464548822071078,0.3062195423469774,Iris-setosa
+88,5.044962592895411,3.1979813428332924,1.4591749862457948,0.28438369059470625,Iris-setosa
+89,4.434196619339962,2.3632084005262897,1.12069230164365,-0.03276307848335508,Iris-setosa
+90,6.094802620784882,2.9692373487924324,4.682347746754223,1.6354868459268002,Iris-versicolor
+91,6.7246495276252425,2.4741527615147096,5.105948209964318,1.8857805987029688,Iris-virginica
+92,5.476922057857552,2.6749684028329948,5.115267140493693,1.9130367424369763,Iris-virginica
+93,6.640842465835083,3.128907731608646,5.064105181793057,1.7531322387596997,Iris-virginica
+94,6.210303023916281,3.363801268515719,1.6178943895671032,0.2520075863184195,Iris-setosa
+95,6.205967713865799,3.087856445545708,4.777149612376754,1.9338869809378052,Iris-virginica
+96,6.672257218131043,3.0995121374793686,4.725269963949661,1.5018257406818907,Iris-versicolor
+97,7.312218876902634,3.2008905827711898,6.26724571548292,1.9874505259441841,Iris-virginica
+98,5.785945258768744,2.597202643022006,4.725016487722004,1.066169361703627,Iris-versicolor
+99,6.018963552624441,3.0185708697189195,4.835969570274172,1.8399297755901034,Iris-virginica
+100,6.668617408582176,3.3414487815651173,6.419770263955244,2.7499865632208915,Iris-virginica
+101,5.8235786424738665,2.9158328709983414,4.883424992558044,1.8356382402389049,Iris-virginica
+102,5.671622818922842,3.552273013300082,1.5449642976748468,0.3596260767904977,Iris-setosa
+103,5.912036278219154,2.486805527160187,4.868763260365721,1.822741699217993,Iris-virginica
+104,4.941603491596682,3.319985797729182,1.2563244640266396,0.2909651812359276,Iris-setosa
+105,5.330900276650958,3.0709180290993907,4.829861567107458,1.2899222172455835,Iris-versicolor
+106,6.025084664638415,3.056044592213322,5.3044418297480345,1.8974592448322818,Iris-virginica
+107,6.73349721709434,2.7456787487683223,4.941404477754257,1.5088184679080494,Iris-versicolor
+108,5.794417019647567,2.752455852228682,3.972683126421466,1.441378824979818,Iris-versicolor
+109,5.0395020553566185,3.42720881591844,1.6492417012649403,0.29217257206830377,Iris-setosa
+110,6.129379004895591,2.874460861261447,4.161153838690167,1.2145190790634308,Iris-versicolor
+111,5.705615694655465,2.890644371454787,4.043127848667254,1.1966757606899199,Iris-versicolor
+112,6.908070243785055,2.829182669477835,5.107823735762582,1.9555563279546717,Iris-virginica
+113,6.528898188164755,2.5622909285886175,5.227769087634779,1.7105733246330168,Iris-virginica
+114,5.580626602365505,2.651731013569281,5.125649094737886,2.124325806208574,Iris-virginica
+115,6.405693259804831,2.381904129721886,4.798294541891186,1.4443404313655785,Iris-versicolor
+116,5.545070497776581,3.65097579844922,1.5303479966589266,0.1798646185550366,Iris-setosa
+117,5.3172409270272585,3.541174305378281,1.7977427554700414,0.4374071147273495,Iris-setosa
+118,5.845786228703537,2.6038470164561387,4.1099401501705985,1.2551874731166577,Iris-versicolor
+119,5.180779416175585,3.165603655350383,1.1253925548930896,1.5700893149535018,Iris-setosa

iris/tvae/4/13/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tvae/4/13/train.csv

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

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tvae/4/14/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.726348471495146,2.9341859336973015,4.9445291897689225,2.019091894569393,Iris-virginica
+1,5.073197485140495,3.0720437776475418,1.3500521931955864,0.1701216743988977,Iris-setosa
+2,6.06084215394114,2.9880857767978406,4.42210106489437,1.328676842057002,Iris-versicolor
+3,7.166773244767951,3.0592173924851123,5.574127591873256,2.0668603558704777,Iris-virginica
+4,5.162772644393967,2.586596313591961,5.596237294857244,1.8567098936887094,Iris-virginica
+5,4.888361165731358,2.9925971728274674,1.487917117125737,0.07656672658366676,Iris-setosa
+6,5.793392121784425,2.7530126927715832,4.17610280552256,0.9723861188776755,Iris-versicolor
+7,6.054793987166206,2.674846555482418,4.089610543915639,1.237820933864235,Iris-versicolor
+8,5.647589215059686,2.538123755477491,3.3997425891424458,0.9642993010727168,Iris-versicolor
+9,6.5094547628172394,3.1841111376037396,4.6175043294412275,1.8595531877384317,Iris-virginica
+10,5.167976264027496,2.887773195844551,1.4268638577851223,0.31305576112728367,Iris-setosa
+11,4.871692823553584,2.3828301143159285,4.13476143889844,1.190031691632031,Iris-versicolor
+12,4.722033316429542,2.2231428789145755,3.9247578029349373,0.9778680886634694,Iris-versicolor
+13,5.395560789955989,3.2671183280836704,5.343374130089416,1.8741633493141718,Iris-virginica
+14,6.173734757338379,2.879495926607102,4.7928518361608905,1.502416492728078,Iris-versicolor
+15,5.117422960608176,3.4004947375176156,1.3574829435074722,0.23560997660946947,Iris-setosa
+16,5.844316639128093,4.222082037687941,1.37808043789835,0.28513141203685594,Iris-setosa
+17,4.862678156335661,3.109027774965485,1.47597630354578,0.19395508475965828,Iris-setosa
+18,6.324407220994453,3.186012305752082,4.722980213934351,1.7424144758991975,Iris-versicolor
+19,4.496411914539183,4.056256559270982,1.3880484996455376,0.30808341863428373,Iris-setosa
+20,6.140936074134501,2.9762683845777387,4.367149026225899,1.2629669178039553,Iris-versicolor
+21,6.803065221665072,3.7485516478233607,5.430047551211038,1.9869421450239138,Iris-virginica
+22,6.533097844958858,2.843743938678217,4.8045168484255845,1.2888687145505653,Iris-versicolor
+23,5.20909867660328,3.080433589336237,1.6706086702004117,0.19960524121489248,Iris-setosa
+24,6.089097773334814,2.548232039590024,4.4411221218349946,1.678924977167767,Iris-versicolor
+25,6.2006657446170905,2.730380662500775,5.10368606453608,2.0708251883372535,Iris-virginica
+26,6.580232057068953,2.5814576616471014,4.58845337033832,2.193559245449955,Iris-virginica
+27,5.976311300814293,3.82019595542192,1.6871918705114584,0.2526848217739286,Iris-setosa
+28,5.677294649710767,3.8661879717419985,1.6575340925127773,0.4851606328316687,Iris-setosa
+29,6.156701915760377,2.9611506346103535,4.03475596228305,1.2487191482758244,Iris-versicolor
+30,5.917411430717728,2.8160374267835446,5.500005734837118,1.6874083684915562,Iris-virginica
+31,6.032071116236751,3.05800362586539,4.904010705986825,1.9404951882321797,Iris-virginica
+32,6.854367783874042,2.7285543183210463,4.36695766558346,1.3585744848255623,Iris-versicolor
+33,6.128307297432613,2.4596698817995177,5.052641426301604,1.7187819075761623,Iris-virginica
+34,6.637001982240835,3.3667476006182175,5.831583105028551,1.980784104809471,Iris-virginica
+35,4.776732106232245,2.418031094169746,3.691683967596595,1.2584090081479982,Iris-versicolor
+36,4.893427126339544,3.727318913224436,1.4349378139082611,0.26753462462238914,Iris-setosa
+37,5.643222477587367,3.3012598723660767,4.89849574178818,1.631671431227369,Iris-versicolor
+38,6.0421075686906605,2.6122242562808426,4.496713108211362,1.3170015979080882,Iris-versicolor
+39,6.875865288581859,3.6189891962198377,5.836263317261388,2.264747445930142,Iris-virginica
+40,4.932674985715961,3.4344322090709705,1.4811226598259961,0.3872318384910482,Iris-setosa
+41,5.196412056527498,2.859524421199922,4.421535251259145,1.643814515859849,Iris-virginica
+42,7.203601103504043,3.0774393484267555,5.2992136014072395,1.8819304934628176,Iris-virginica
+43,5.588378844614581,2.995370971406219,4.016313051922143,1.2776655427393881,Iris-versicolor
+44,4.9909582254982485,2.0313665673047065,3.8786206410928354,1.2356052041958123,Iris-versicolor
+45,4.7513528846853985,3.1154187135397993,1.4893885368251776,0.2996185271753446,Iris-setosa
+46,5.423434011407695,3.3686100597641233,1.5219304283335404,0.505918744306627,Iris-setosa
+47,6.566549317003218,3.0726180306648985,4.776413462404248,1.490152235545913,Iris-versicolor
+48,6.198188806771523,2.9731936169637203,5.123764837097662,1.3724809411482857,Iris-versicolor
+49,6.223893075962174,3.079124319060948,4.621176850748452,1.7388822355020372,Iris-versicolor
+50,4.085486752424081,2.6171919017763283,1.3114333650259902,0.21144920086772562,Iris-setosa
+51,4.754196513902004,2.503819348892917,4.72463257777382,1.2048280107413119,Iris-versicolor
+52,5.946725124480772,2.9458675016891864,4.425645432093577,1.4009334284269832,Iris-versicolor
+53,5.780030680163163,3.878863491442013,1.520532959206808,0.37090889770234986,Iris-setosa
+54,4.782248648570574,2.864484450413713,1.6435768255317826,0.19469519010134925,Iris-setosa
+55,5.649840224847522,3.4195624208603923,5.2911827613486375,2.1041383114386636,Iris-virginica
+56,6.7675961998322824,2.814514112510694,4.918020007077264,1.9613826117715365,Iris-virginica
+57,4.392140088794117,2.585141112083634,1.3379334709676707,0.18941074127413413,Iris-setosa
+58,5.016315889246787,3.057591443885233,1.6702450115591359,0.1886363686033686,Iris-setosa
+59,5.154293805732874,3.1473268330043185,1.3562067297682823,0.22170511260793752,Iris-setosa
+60,4.814403880773398,3.4985372550640244,1.639499195474333,0.28689288669779567,Iris-setosa
+61,4.709078496605098,3.2680467839699556,4.176281453984361,1.4287277667508094,Iris-versicolor
+62,5.605819067951415,2.785106381468678,4.47798714400126,1.4131286297546084,Iris-versicolor
+63,5.730506103612579,3.0002618584432095,4.807587141390858,1.5277139608629904,Iris-virginica
+64,5.2341739086118855,3.77823264436961,1.547620227797324,0.22957773147167201,Iris-setosa
+65,6.3683451812004,2.4418433833527744,4.947235130617999,1.28396608053364,Iris-versicolor
+66,4.977630526334225,3.348892440625034,1.4786065858936788,0.30756735639810573,Iris-setosa
+67,5.369211092879256,2.9622047396730053,4.243339282972468,1.181189427081553,Iris-versicolor
+68,5.051825927995373,3.371675234612576,1.4685127413673664,0.2017616680522577,Iris-setosa
+69,5.918636107069679,3.1271742943771876,4.331647244200101,1.4265101698063365,Iris-versicolor
+70,5.809051324880565,2.0932603755183825,4.17874512151856,1.1111307243593296,Iris-versicolor
+71,6.820173236671082,2.832730289580123,5.530142719925879,2.231279829288937,Iris-virginica
+72,6.6004338173064045,3.039596110086299,5.0262758953125175,1.3786814274929986,Iris-versicolor
+73,5.144752303096641,3.189446338710233,1.4536499541709007,0.15325391706172853,Iris-setosa
+74,6.151945328572091,3.0534210691164065,5.409416271715412,1.9510537612869927,Iris-virginica
+75,6.037154074527104,3.3144108387061473,4.9806166336978865,1.534773402163818,Iris-setosa
+76,6.512936021980833,2.5820099581802425,5.266154496775557,1.8511887196879313,Iris-virginica
+77,5.420209848485017,2.953510558081191,5.272095785994842,1.4905304253342053,Iris-virginica
+78,6.312131082100748,3.1203502459552075,5.586160030409073,2.1057381107369033,Iris-virginica
+79,5.490978633777155,3.3164939676818905,1.4764788890507863,0.23965172148934633,Iris-setosa
+80,5.966376303043655,3.6125095570625834,4.6739373936998945,1.3940767864488914,Iris-versicolor
+81,5.945188502044336,2.8837890997834585,4.4782814999472835,1.5154791646556083,Iris-virginica
+82,5.952997687214186,3.415991786414779,4.728871862999688,1.7700239983434896,Iris-virginica
+83,4.958810605126584,3.062373482752488,1.3497104737484786,0.1293545519823155,Iris-setosa
+84,6.989033436977434,2.917841074815408,6.0238355277222,2.250486418680806,Iris-virginica
+85,4.895668883530313,3.2294289091004584,1.5189416012972086,0.26316392589401993,Iris-setosa
+86,5.781119706501234,3.0859303006346406,1.344360775398383,0.1833249817977209,Iris-setosa
+87,5.352622352391364,2.9452984150865578,4.2029523083254166,1.1999968522943183,Iris-versicolor
+88,5.750565468582554,3.0732620924887106,4.459772989885905,1.3331011365256022,Iris-versicolor
+89,6.2264232793782766,3.1654129453863917,5.407863976223801,1.9250748979364511,Iris-virginica
+90,4.803497383473119,3.167249849350442,1.2442197878514865,0.10032452593663935,Iris-setosa
+91,5.67807628372207,3.3727693575254656,4.873971190231989,1.6327567093840791,Iris-versicolor
+92,5.732559785093872,3.124879461241697,4.690068141288189,1.0555398492498806,Iris-versicolor
+93,6.345121282771591,3.007487473094394,4.870600280586653,1.6362929592692346,Iris-virginica
+94,6.151159264081256,2.2363890970356635,4.8457162150806345,1.7605036295208816,Iris-virginica
+95,6.05657355336391,3.228735778456102,5.381169994888589,2.0895495279992296,Iris-virginica
+96,6.417865402204566,3.188887048374391,4.503809831994193,1.4475961961443684,Iris-versicolor
+97,5.471228096877107,2.654184932730389,4.217545933169157,1.3687362488508785,Iris-versicolor
+98,5.431005760336471,2.345731937547767,4.8698016523561725,1.675516412054792,Iris-versicolor
+99,5.108629558314295,2.190740790568973,4.0051398732084,1.0972722453135724,Iris-versicolor
+100,5.158573799036924,2.89354076835919,1.4162181316132665,0.21009025997188505,Iris-setosa
+101,5.090447204759781,2.9341226248945764,1.4649037889065226,0.35174259047249534,Iris-setosa
+102,6.832684771382452,2.6679581984447367,4.413989984014564,1.5530537364864345,Iris-versicolor
+103,6.634696985023454,2.9330467772403037,4.513262625020391,1.659453117701928,Iris-versicolor
+104,4.919436466995498,3.2235533231237725,1.6299583848544075,0.24603742871464482,Iris-setosa
+105,4.51435384064653,2.8082236785926584,1.068305965823859,-0.06814967701770114,Iris-setosa
+106,6.261485905251378,3.3903119292710158,4.8636608709057905,1.5530996107586084,Iris-virginica
+107,5.950652459337623,2.958658557770322,5.006136424348272,1.4257838617864942,Iris-versicolor
+108,6.1426049648963,2.77464706723505,4.817457010168519,1.5060553752939299,Iris-virginica
+109,6.105767007777162,2.9471568937415933,4.68324848820747,1.6655393032670824,Iris-virginica
+110,5.21447772832002,3.2050039738985223,1.5519731488378885,0.23850026121391477,Iris-setosa
+111,5.244011225691495,2.692571603265018,4.47171346092865,1.16582624465932,Iris-versicolor
+112,6.052386022039447,2.799484655952251,4.0568580701942665,1.3783303208869053,Iris-versicolor
+113,5.5541868182390655,2.6930724366062204,5.348617317736442,2.1675549038984023,Iris-virginica
+114,5.023680231677897,3.6379819631581705,4.555252687325958,1.6336855365237806,Iris-virginica
+115,6.020918913874349,3.143191694666608,5.052097119601492,1.8213548839516838,Iris-virginica
+116,4.672179452901863,3.4760628210565607,1.6649926984901624,0.3401307751794024,Iris-setosa
+117,5.381934048719646,3.080231482975738,4.661393901375362,1.2095520706814396,Iris-versicolor
+118,6.702280334093985,3.281843259708052,5.659152389216133,2.112684930347481,Iris-virginica
+119,5.1289902233671985,3.7285363347017935,1.5778499939690416,0.5800197657366516,Iris-setosa

iris/tvae/4/14/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tvae/4/14/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+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/4/14/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tvae/4/15/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.0463392639005145,3.1681042699137025,1.5980971580558028,0.116837952458063,Iris-setosa
+1,6.244774729818609,2.91503583811086,5.130941713765354,1.9013655980282156,Iris-virginica
+2,5.3786402516622065,2.7484424923645046,4.974384141134632,1.9915515044161765,Iris-virginica
+3,5.332004498952045,3.3860395631498412,1.3991600969999227,0.18900132515272258,Iris-setosa
+4,5.893943077874834,3.2079271717645668,4.6144450480519765,1.2792137193659703,Iris-versicolor
+5,4.43026384709885,2.9473707961609876,1.560754583000561,0.17859116152509846,Iris-setosa
+6,6.250581954879186,3.1789980824922184,5.739117995379774,2.071916849380376,Iris-virginica
+7,5.187236955446563,2.675004299136522,4.28755198927529,1.0792425977210436,Iris-versicolor
+8,6.146240624928366,2.801780869858629,4.868369020061343,1.6623449167344297,Iris-virginica
+9,4.688190637693846,2.9587686631167163,1.215971863668598,0.2550183290965591,Iris-setosa
+10,7.090522798662522,3.534115037140577,5.87296843070005,2.671519586829013,Iris-virginica
+11,6.0131568657458025,2.1067763348313298,4.441637111640694,1.2987859791624978,Iris-versicolor
+12,5.417757431392449,3.0104551797878063,1.1274309637020712,0.22288898389776707,Iris-setosa
+13,6.217260530274574,3.231889988298406,4.992358283134393,1.913995135447032,Iris-virginica
+14,5.111398055007985,3.3116483765144746,1.6795686225154096,0.31975298483833914,Iris-setosa
+15,5.944810412921103,2.8765171400095624,4.161051412529497,1.3133332721120246,Iris-versicolor
+16,6.221247069421717,3.0929261485917645,5.142294140894256,2.321310932531331,Iris-virginica
+17,7.061864091717174,3.038840106081546,5.426359320784982,2.2452233788918416,Iris-virginica
+18,5.7235216425971664,2.791192253361557,1.4201406852179315,-0.01184286431263537,Iris-setosa
+19,6.884923244970744,3.356619403904923,5.997295405728988,2.2320054123106443,Iris-virginica
+20,4.712419468474045,2.4468355576998073,4.176563858419136,1.31733739676278,Iris-versicolor
+21,5.937124779490657,2.961231919484671,4.722863397498379,1.9212897885424285,Iris-virginica
+22,6.587340415936817,2.9943597279366374,5.225447901985783,1.8942421475044675,Iris-virginica
+23,5.045025509644789,3.3207525402225637,1.565733991189994,0.5822862181952222,Iris-setosa
+24,6.014349900758442,2.7102845012308476,4.814930432975203,0.9978293176168591,Iris-versicolor
+25,5.301989726982157,3.0512891137785982,1.447280375927532,0.19355759757816038,Iris-setosa
+26,7.245398467948425,2.974102930532775,6.511569982845789,2.265317589152079,Iris-virginica
+27,6.669466318942025,3.0230491889249094,5.511480615062086,2.0008689382125837,Iris-virginica
+28,7.074961287949958,2.9012639898152526,4.822891755771185,1.4551510522118583,Iris-versicolor
+29,7.1966660607956285,3.2206523149242385,4.643960468172156,1.5543267751897063,Iris-versicolor
+30,5.011284614983313,3.611773540428581,1.1338996513033985,0.20059675274918104,Iris-setosa
+31,4.798296959030237,3.4385848830540215,1.792312756980749,0.07896319560214257,Iris-setosa
+32,4.885735262110487,3.302234481124788,4.738737053492469,1.5535297219466135,Iris-virginica
+33,4.403010480487971,3.0709403652872007,1.3362912982968973,0.19903796637936141,Iris-setosa
+34,5.406803357536782,3.5114700604170626,1.5759074296901108,0.09480462041076762,Iris-setosa
+35,6.533697883110274,3.4802772242160196,4.396698373860284,1.5803975757358657,Iris-versicolor
+36,5.828814164630932,2.778317587445269,3.918544217659646,1.0559404937788088,Iris-versicolor
+37,5.6078127405282645,2.59823909428372,4.07088118098998,1.1709967858272183,Iris-versicolor
+38,5.222141200104172,3.237423320872174,4.950922979439197,1.4815092924834719,Iris-versicolor
+39,5.262532175150351,2.5632012971549,1.026662142408236,0.06432128024843894,Iris-setosa
+40,5.280981026194398,3.378156776132122,4.837527721803427,1.8323758015215839,Iris-versicolor
+41,6.350205523274809,3.498790382148676,5.590981824865702,2.264388032568874,Iris-virginica
+42,5.339663622931366,2.4376641429138566,4.348953114407171,1.4279852960735675,Iris-versicolor
+43,6.37606821042766,2.0584294187395704,6.1372772135263745,1.769505602019432,Iris-virginica
+44,5.427464290923179,3.383079850740194,1.4753909106249719,0.36648009214339633,Iris-setosa
+45,6.785875695591656,3.005785688299491,4.752744931674734,2.042642625368866,Iris-virginica
+46,6.888604561418304,2.99127850737334,6.120502714599692,2.2393865857834574,Iris-virginica
+47,6.091620883021939,3.6738780220465417,5.280513827532321,1.8519112511788842,Iris-virginica
+48,5.094781623617135,3.075908555500636,5.100091377336504,1.8854524127664507,Iris-virginica
+49,6.518279439026283,3.363574507015048,4.5163964178889575,1.8210079414835776,Iris-versicolor
+50,6.300739035027661,2.7751710596822208,4.160486107282109,1.2607020984982686,Iris-versicolor
+51,5.255583690023559,3.3678421552257567,1.4673441247931553,0.19103593816881442,Iris-setosa
+52,6.667115969786357,2.872845861982796,5.189904048162465,2.1268749639048687,Iris-virginica
+53,4.843209037860233,2.80725977776621,4.810372363609537,1.5555213034827122,Iris-virginica
+54,5.635551338324398,3.417646859103073,5.002561445199111,1.4708208560016867,Iris-versicolor
+55,5.538706878345676,2.913702931691565,5.17883460427525,1.7777610942727156,Iris-virginica
+56,5.678398581904062,2.8245446320956713,4.838353520450927,1.2599370940780776,Iris-versicolor
+57,5.717652019333067,3.464582432188617,4.194672713398947,1.359904275426595,Iris-versicolor
+58,5.127552507679382,3.0984088107390564,1.1452229736267292,1.4385378009113163,Iris-versicolor
+59,5.883030524343927,2.281814252340504,4.205504556902487,0.9275730463859104,Iris-versicolor
+60,6.023893863279081,1.8176863953093254,4.225084459983252,1.2386649854127108,Iris-versicolor
+61,7.470935747190623,3.1785542153719826,7.098419066589646,2.302576371660639,Iris-virginica
+62,4.923411802554378,3.0029504005564256,4.131024666424601,0.935638937656911,Iris-versicolor
+63,4.787579466852616,3.5903921305601485,1.558487035720253,0.19677412774281292,Iris-setosa
+64,6.785444849929373,2.9497760239957547,5.622149318187276,2.432999899796466,Iris-virginica
+65,6.18841669135314,2.917064663709737,4.744905292391462,1.3568532817407153,Iris-versicolor
+66,6.603907037126128,3.504876343876267,5.4799629416302,2.317136425898161,Iris-virginica
+67,6.7170255325895125,2.9684782224447046,4.477268751631493,1.8249902435540688,Iris-versicolor
+68,5.417875220865109,3.7060699304614806,1.723904017639227,0.4416649047439124,Iris-setosa
+69,7.046848694727924,2.8492815103340376,4.401514074900287,1.4026240979054978,Iris-versicolor
+70,5.744249823520203,2.69947962035784,3.8617006222672052,1.3796246959831293,Iris-versicolor
+71,5.234506303515668,3.107309914663218,4.719089948232331,1.750242628945381,Iris-versicolor
+72,5.739223748097328,3.0712488087131096,1.5397251031458867,0.08889566463755941,Iris-setosa
+73,6.661342271029179,3.0200364166423626,5.452589932033924,2.2605353696109693,Iris-virginica
+74,5.111531791226318,3.1870488797196055,1.425801155663411,0.23879973501696505,Iris-setosa
+75,6.820796202549946,3.2761086803693837,5.916435960920334,2.4339922098122098,Iris-virginica
+76,6.015711255609756,2.2228538498642183,4.141686734092797,1.2730859976360527,Iris-versicolor
+77,6.190368353427251,3.2454198934845224,4.652478869176897,1.605110764424393,Iris-versicolor
+78,5.145896800331501,3.0673130944019706,1.31894288757372,1.6986819845633148,Iris-setosa
+79,5.265320766805179,3.2384588559450544,4.7610267944161055,1.7041419971883343,Iris-virginica
+80,5.869743585439614,2.8072251332690987,4.431134709580747,1.3036698778425475,Iris-versicolor
+81,6.7134521219777294,2.845146596941116,5.584411264459422,2.035571220986032,Iris-virginica
+82,5.864141341003405,2.91558507553802,4.521616789855596,1.3648208451508133,Iris-versicolor
+83,7.104618157581271,2.6409222986024266,6.219709689267274,1.9695176671788135,Iris-virginica
+84,7.252993241879294,3.195247952068273,5.94342408652996,2.0089804828854874,Iris-virginica
+85,6.403137430093417,2.518434327588234,4.010268117872964,1.1831794152252126,Iris-versicolor
+86,6.521075565453869,2.773709238458873,3.979480875942503,1.2654640356646238,Iris-versicolor
+87,4.847003607469969,3.547845351599756,1.504720863647392,0.19085834746361913,Iris-setosa
+88,6.93023916824988,2.9432250900322137,5.061883529588171,1.6355987962626648,Iris-virginica
+89,6.2907364477416845,2.499159336898381,4.099994530406806,1.3686987633660492,Iris-versicolor
+90,5.2199977585216235,2.8394931493657154,5.258638673283929,2.1671072579218538,Iris-virginica
+91,4.59029542628315,3.6382179907375356,1.3661987828266264,0.26791078491626213,Iris-setosa
+92,7.145421232690294,3.5099973158058946,5.649970763458882,2.0598723428877217,Iris-virginica
+93,5.409453445791716,2.8015960779772358,3.7767628074000337,1.2528474224109714,Iris-versicolor
+94,6.453918309866024,3.0737181408949863,5.124471331860598,1.8705653868222405,Iris-virginica
+95,6.223933805324379,3.041230945039039,4.28189636192705,1.5731464040025112,Iris-versicolor
+96,6.148230631444987,3.120537718962836,4.451176414222487,1.3269966725768882,Iris-versicolor
+97,6.415832422304172,3.260626904142164,5.473650669294379,2.2633012041765905,Iris-virginica
+98,6.034304253662704,2.209378411922753,3.5943462770767782,0.7771027430850224,Iris-versicolor
+99,6.551095412440532,3.132515120363147,5.151009040721703,1.732936620557346,Iris-versicolor
+100,6.015579570101012,2.846652581063702,4.165327944991205,1.5891500847587499,Iris-versicolor
+101,6.997551939445831,3.4741069521443175,6.120982005006855,2.3383035665394556,Iris-virginica
+102,5.995304950917846,3.077058545280861,4.735386406259464,1.5812493394262392,Iris-virginica
+103,6.359961114175955,2.817942849659429,4.30949902986324,1.413198557017012,Iris-versicolor
+104,5.053299433634051,3.441785635700062,1.451297244231313,0.1850773249098735,Iris-setosa
+105,5.339591628015155,2.766414709038909,4.1728686915508355,1.158759891645723,Iris-versicolor
+106,7.342884982791445,3.9223310045679334,6.2656110698078775,2.2784244304533203,Iris-virginica
+107,5.358013769150159,3.3255106537652446,1.596744666877515,0.2582259094306694,Iris-setosa
+108,6.891025576694955,2.6941642732053572,4.281689068785144,1.177316986791519,Iris-versicolor
+109,4.985966144984363,2.7477894111110635,1.3147075086115732,0.07513110623397856,Iris-setosa
+110,6.952452437897107,3.5501834694037755,5.69459490624341,2.0897427165805746,Iris-virginica
+111,5.343763771692327,3.2852288325092878,1.3828629144997207,0.18772063972755443,Iris-setosa
+112,6.422933324847724,2.8777222705619225,4.781497572954542,1.8141629221720743,Iris-virginica
+113,6.1901126314478,3.373641581086845,4.7616328309983995,1.7386830641557574,Iris-versicolor
+114,6.0696900134441965,2.545666063920533,5.2949367771496,1.5534247597952695,Iris-virginica
+115,5.564281175143202,2.3966847443154937,3.659368854332003,1.2220834295681942,Iris-versicolor
+116,5.9547854614704345,3.1919810997232867,5.123533916963744,1.6405702977776624,Iris-versicolor
+117,5.608181723754328,3.2190161855989103,1.6336345340393577,1.517847120596304,Iris-setosa
+118,6.195089126486923,3.002964902850445,4.952648898269219,1.5642033297564857,Iris-versicolor
+119,6.012907883601097,3.543433780882439,4.738438640050295,1.5420358368031333,Iris-versicolor

iris/tvae/4/15/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tvae/4/15/train.csv

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

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tvae/4/16/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.5805665138838,2.9706584889689167,4.629777262640933,1.5583508596673616,Iris-versicolor
+1,5.769498761220778,3.168064316021354,4.697736101738569,1.3089481312354632,Iris-versicolor
+2,5.15609254344151,3.0568020188371943,4.814229205111101,1.6065069826624776,Iris-virginica
+3,5.147197849364254,3.4711634520334678,1.4551699461644894,0.1315872235417268,Iris-setosa
+4,5.286787251466705,2.837062350584417,4.667496694882897,1.8878873711873825,Iris-virginica
+5,5.988370344698538,2.859421602002288,4.792922630719106,1.4527570515176318,Iris-versicolor
+6,7.6439368211676735,3.421764120388182,7.045695194695521,2.1646309521798015,Iris-virginica
+7,5.291044195369216,3.9940524718183497,1.4053952810976715,0.27821828477609406,Iris-setosa
+8,5.811872245805244,2.7287112214712677,4.226122634504044,1.480187053069487,Iris-versicolor
+9,5.135568119617339,3.302006936458438,1.4239990541963126,0.2985592173781117,Iris-setosa
+10,4.8434945036483334,3.7751427984132953,1.390280877193756,0.13399165686059292,Iris-setosa
+11,6.213681192553562,3.4649932803617385,4.92859373772879,1.6494527793980798,Iris-virginica
+12,5.712982122530278,3.1433997066641517,4.861166018070058,1.6899077010831547,Iris-versicolor
+13,4.986270953087001,3.6072963648257104,1.5882506174820687,0.2827823697805906,Iris-setosa
+14,5.269527181720081,2.5559642124081248,5.213101683272696,2.0064651051605296,Iris-virginica
+15,5.246713608666963,3.3099035091456304,1.3557985671253818,0.1938441665541451,Iris-setosa
+16,5.685692182968891,3.5949242519413644,1.5282749704618495,0.28897133939454833,Iris-setosa
+17,6.05587705145719,2.38783358412427,4.2842585086993665,1.512168383012875,Iris-versicolor
+18,4.777508499679658,3.5026500451787275,1.443903127653754,0.2277145194594068,Iris-setosa
+19,7.207828532429526,2.8749995934981567,5.2711232557415215,2.0268137351923423,Iris-virginica
+20,5.06539706290837,3.7401247278789853,1.501989239228582,0.3154812554712112,Iris-setosa
+21,6.1397914807958225,2.7952604578833666,4.705863403406434,1.597117678108778,Iris-versicolor
+22,6.372534172928746,2.4551553334936895,4.017337892094156,1.527803511445029,Iris-versicolor
+23,7.055451124248048,2.6803005679507326,5.012300633744573,1.7799213040000783,Iris-virginica
+24,6.698412670104394,2.96918805013514,5.056690624504653,2.188841265752545,Iris-virginica
+25,5.926112351401938,3.8297646742054106,1.8215328643961208,0.4703515466258449,Iris-setosa
+26,4.736216134469563,3.386459788615453,1.6031351662969862,0.23282717319902038,Iris-setosa
+27,4.932283725216688,2.859813871779054,1.4195783430686455,0.1677242427540824,Iris-setosa
+28,4.71712241978647,3.45958831225267,1.2800892911050736,0.21268729464085487,Iris-setosa
+29,6.9163624722955435,3.181892428886501,4.60080357632129,1.3771820334945617,Iris-versicolor
+30,5.4367176842688565,2.882627921126626,5.098773810343889,1.701403278136877,Iris-versicolor
+31,4.672949136303405,3.3834642591402786,1.3563061525557774,0.24448256567029206,Iris-setosa
+32,6.3634954978345455,3.2200808501076277,5.300803973727949,1.7071263437816335,Iris-virginica
+33,7.1454522859315786,3.0294154973075207,5.43492726256446,2.2117571589565923,Iris-virginica
+34,4.826339949827101,3.2240815345895175,1.1527949468275813,0.18092931154574823,Iris-setosa
+35,5.087574760116632,3.46670601894821,1.536675068446743,0.26108791768206385,Iris-setosa
+36,5.562508097241923,3.9438155546497984,1.556761034579891,0.19921629448466072,Iris-setosa
+37,6.154285988850051,2.8297156019475422,4.316682178478633,1.189711904720787,Iris-versicolor
+38,6.794003487496732,3.1887460431966366,5.044709479319869,2.0637765460150934,Iris-virginica
+39,5.495438826848632,3.151513664361388,4.52980144899386,1.3493622939192227,Iris-versicolor
+40,5.015903083663865,2.943234579392409,1.683466737499825,0.18564049002539412,Iris-setosa
+41,7.315924671944544,3.757337326115469,6.446237606475683,2.3362303181800863,Iris-virginica
+42,6.63204618839651,3.518314257354604,5.682086177453389,2.4218786557474177,Iris-virginica
+43,6.538381023392765,3.0619551257679323,5.379790963564544,1.749448536426426,Iris-virginica
+44,6.533823930948754,2.7815537461899296,4.980484922370603,1.752549717513942,Iris-virginica
+45,5.857910119287417,3.5578406121650517,1.363535301966221,0.04450794165479002,Iris-setosa
+46,6.206446404420976,2.0931511043594844,3.5768639566033826,0.9459324809408378,Iris-versicolor
+47,4.887470252245427,3.356655668392824,1.5269355523302994,0.4212022459337019,Iris-setosa
+48,6.878355933588862,3.2905266317212596,5.54903763551383,2.413152369761476,Iris-virginica
+49,4.955164644203691,4.0095750389300555,1.4648394133993734,0.5171817420732928,Iris-setosa
+50,6.568858414656508,3.119157273483904,5.73988479488154,2.0802602348645167,Iris-virginica
+51,6.648494635167078,2.782482398152906,4.901057017285687,1.993311358234171,Iris-virginica
+52,6.637305968252324,2.6219426267745463,3.934120831567526,1.3813312644994067,Iris-versicolor
+53,5.908333189790997,2.8032102326077304,5.0074131329578355,1.425356660735119,Iris-versicolor
+54,8.247586901145784,3.3605166728920484,7.109141869177146,2.299446342700488,Iris-virginica
+55,6.297540110772072,3.112169315945131,4.386606287801627,1.300141085545531,Iris-versicolor
+56,5.3899339918094675,3.033792870699029,5.162368877067739,1.900861528096398,Iris-virginica
+57,6.936422176727315,2.9370264426008466,5.728456716831605,1.849658364512751,Iris-virginica
+58,5.0479736671489315,3.0166638756579336,4.981687598788499,1.956949035788538,Iris-virginica
+59,6.223451359555518,2.8917246063023017,1.3322753267353515,0.17227362457267414,Iris-setosa
+60,5.118730111905626,3.548649441899005,5.413013101617461,1.7805858931169734,Iris-virginica
+61,7.058766472018772,3.747568727662301,5.957446178223316,2.2898116747558297,Iris-virginica
+62,5.537894925297611,2.479727726157514,4.141969446715926,1.0861714771120168,Iris-versicolor
+63,5.039647150211748,3.3989410552175037,1.485161187066481,0.331756933616585,Iris-setosa
+64,5.924954637607209,3.654663844635807,1.5661371938529731,0.21549093067091096,Iris-setosa
+65,6.508741240949145,3.2256311629751426,5.065415528570702,2.0755901252423,Iris-virginica
+66,4.712327594278781,3.4329451775098527,1.5748332106525262,0.26151842235022266,Iris-setosa
+67,4.566069195963236,4.026895687585648,1.21041308377016,0.003188634619182118,Iris-setosa
+68,5.555723294936028,2.9379462617967573,3.848104555606776,1.0219435462972122,Iris-versicolor
+69,5.227042789975752,2.727531820842229,3.678204470170968,1.1389835440099731,Iris-versicolor
+70,6.522206586682469,3.355642560120423,5.550164819966424,2.0891437583193158,Iris-virginica
+71,6.513386470724618,2.5146713390746323,5.019999411745727,1.927425689626367,Iris-virginica
+72,7.041506888903527,3.233166001469634,5.6622645344567895,2.0773543970090165,Iris-virginica
+73,4.396816824120677,2.1354473096099262,1.2527416809513152,0.16673974804192662,Iris-setosa
+74,6.283765548245631,2.7062767793818927,4.777772636977302,1.869331304547634,Iris-virginica
+75,6.129117670483741,2.559899642647131,4.452762877960655,1.2282347781562586,Iris-versicolor
+76,6.034372597582361,2.976431842751714,4.716210923957863,1.701541416607756,Iris-virginica
+77,6.055067341017906,3.352402573411812,5.129994636078103,1.5608238558433896,Iris-versicolor
+78,4.879326765316377,2.3675353859203407,3.718255959980666,1.1499475617501362,Iris-versicolor
+79,6.641707819437089,3.3786515914398834,5.631844659038582,1.871432949869,Iris-virginica
+80,6.129814551626798,3.391511450694135,1.5074412349808526,0.31360914060172657,Iris-setosa
+81,6.424486718430197,3.165140504304899,4.139657175892821,1.3744806679712536,Iris-versicolor
+82,4.915902419410977,3.31207132651196,4.826489865750965,1.8466838146405653,Iris-virginica
+83,5.455054006063506,2.9535457293954055,4.903875293472038,1.824392639009822,Iris-virginica
+84,5.67128397819262,2.5784139034506413,3.7399028086832127,1.1398870743898284,Iris-versicolor
+85,5.712441156863805,2.933909707745732,4.854572180781236,1.7132182181772337,Iris-virginica
+86,5.827516683850367,3.0526198250999266,4.734026433895729,1.607913556764423,Iris-virginica
+87,7.476261914007229,3.3548237202423983,6.216533393509676,2.398471265899496,Iris-virginica
+88,5.827043581566722,3.1586886817924222,5.1040991158111995,1.5072919729574819,Iris-versicolor
+89,4.843143045854986,3.0612236082651556,1.4950476532791634,0.4074680890453317,Iris-setosa
+90,5.1076080343080275,2.786034837861463,3.9727479802903254,1.2697788641197219,Iris-versicolor
+91,4.691667370696306,3.4936173301411917,1.086161993439694,0.19189918727860858,Iris-setosa
+92,6.157376496935105,2.8254468400958563,5.171587450883195,1.9978183804303897,Iris-virginica
+93,5.9861052016193925,2.7771444065876096,3.860694537187632,1.1087000169524273,Iris-versicolor
+94,7.338808698545908,2.6851346090223296,5.345606361475467,1.994348232626753,Iris-virginica
+95,5.887622441623812,3.0930223967904773,4.390569497733658,1.6277758097560564,Iris-versicolor
+96,5.647961961311327,2.7947631628564253,4.013627515267065,1.1931914986466747,Iris-versicolor
+97,6.4719651068315125,2.9185000669434302,4.954997609471822,1.602287346281544,Iris-versicolor
+98,7.244263682956335,2.8653684023740555,4.599430040641549,1.5884283588881964,Iris-versicolor
+99,5.15129405183722,3.426695822900146,1.7287751737912962,0.1373253529793695,Iris-setosa
+100,5.566843586443562,3.1673663924915134,4.869605918581743,1.3623264522306642,Iris-versicolor
+101,6.183499071276596,2.347897559396118,4.231503334025362,1.1057917456027817,Iris-versicolor
+102,6.732658176115753,3.422005512962389,5.280631854590216,2.0924822745875105,Iris-virginica
+103,5.232253488309621,3.5449097597204617,1.5844889318804811,0.21024227489096253,Iris-setosa
+104,5.567750379242553,3.4770190876619957,1.41737106721092,0.2533301516039058,Iris-setosa
+105,5.522674147618489,2.8984441830957914,4.880724553419596,1.6618378064484958,Iris-virginica
+106,5.257863148591923,2.999082260023481,1.5557506563274568,0.2599016303340456,Iris-setosa
+107,5.615501458322653,2.8020989925012674,4.569340927687207,1.250084860280657,Iris-versicolor
+108,7.0129157933120645,2.8280499304319147,5.213432835040625,2.1435567754694094,Iris-virginica
+109,5.00021000753731,3.540559705710572,1.3142492577425522,0.22119480645926243,Iris-setosa
+110,7.49251608561053,3.206356376551428,6.28604248861088,2.6766674943481186,Iris-virginica
+111,4.858947997198874,3.657118704247794,1.5592046530004533,0.21004159707776504,Iris-setosa
+112,5.192541101687892,3.259970370124068,1.441466609325302,0.26582219217623654,Iris-setosa
+113,5.315427442361555,2.968218186003205,4.661719603594047,1.0905464294203688,Iris-versicolor
+114,5.253906079976257,3.470651991345385,1.7181798126571084,0.2796383880016067,Iris-setosa
+115,6.613290242239158,2.767973408115716,4.10879039858455,1.2532419299364,Iris-versicolor
+116,6.815881105853172,2.9950300544474024,5.73035108304018,2.3022289818151873,Iris-virginica
+117,4.849125798702292,3.329052760435916,1.4855375201350673,0.15481124699105236,Iris-setosa
+118,5.372360869181824,3.2310440820391992,1.406843931598052,0.22092352935861215,Iris-versicolor
+119,6.468995989081091,2.925607227349395,4.400316542306645,1.2953942147994633,Iris-versicolor

iris/tvae/4/16/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tvae/4/16/train.csv

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

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tvae/4/17/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.690806123672323,2.7840269032697758,1.704808003574147,0.2457261973736811,Iris-setosa
+1,5.918529477430376,3.0348172737412558,4.370659699201454,1.4333486267678563,Iris-versicolor
+2,6.437934542802802,3.2453769755455872,4.529451644211881,1.4314960084900312,Iris-versicolor
+3,5.789388643487779,2.8991636860995786,4.231787028871104,1.0512095575129028,Iris-versicolor
+4,7.026162762914087,3.3856506901901238,5.914294062130363,2.5019658190711507,Iris-virginica
+5,6.415554103552426,2.7897732715339627,4.0382792125908065,1.2817937149328693,Iris-versicolor
+6,6.263176609577355,3.5352222520866645,4.50329014197898,1.1416277721743708,Iris-versicolor
+7,5.9448475964656,2.7143862548240847,4.55079990743892,1.2023571510438649,Iris-versicolor
+8,6.40156346960738,2.6629985927102164,4.894728873198383,1.692969540704565,Iris-virginica
+9,6.447389975822514,2.885084134214604,4.100641937116062,1.3272676833580714,Iris-versicolor
+10,5.410084752293283,3.0283576947634896,1.5668384388697263,1.4948291988756557,Iris-setosa
+11,5.511906842087304,3.0021425213522432,4.739580159839562,1.8686609523040232,Iris-virginica
+12,5.073446664738815,2.694330588722844,5.361964255120515,1.9503948169043426,Iris-virginica
+13,5.250564366829175,2.749078387831097,1.257995380115122,0.12980113084547795,Iris-setosa
+14,5.94458319618444,2.5710497390984366,3.615703743757456,1.1636675335104365,Iris-versicolor
+15,5.287507106203774,3.0366847332939972,5.019209482897944,2.0297316765811995,Iris-virginica
+16,6.108836699827377,2.716689329869144,4.201250829269812,1.1072903222056605,Iris-versicolor
+17,6.624425900328668,2.9294704995907153,4.708368620830663,1.9577723224576595,Iris-virginica
+18,5.541042627431322,3.6820755062402126,4.8334233812683545,1.6461363481059934,Iris-setosa
+19,5.27411052797949,2.5537259876853455,5.05828734464705,1.8132070714126671,Iris-virginica
+20,5.486580305052641,2.9515712479107385,4.3491509872310345,1.59450510161669,Iris-versicolor
+21,5.015101790322257,3.7064308835671302,1.4854031345451886,0.2944745025707921,Iris-setosa
+22,6.917672708056795,2.4928605591019166,5.252556219849675,2.2379173396108216,Iris-virginica
+23,6.306895604161598,3.4728541056544713,5.762426311388499,2.1724379873354858,Iris-virginica
+24,6.39084873094958,3.109207139522892,5.472810890990287,2.263516659254679,Iris-virginica
+25,5.285948075956958,3.0516335720752097,1.412404828873697,0.28174163705985905,Iris-setosa
+26,6.625345800320067,2.641781924633548,5.030075633448156,1.9384424385230992,Iris-virginica
+27,5.977854920572485,2.580966474344058,4.05061930806424,1.1751557079857973,Iris-versicolor
+28,5.011903746351776,3.370861983940899,1.6034472148950005,1.6059151067866326,Iris-setosa
+29,6.99615596911369,2.698387655623006,5.288806069010678,2.0168984174654776,Iris-virginica
+30,6.815644458319162,2.747280561368746,4.463539870573355,1.4531069250457718,Iris-versicolor
+31,6.6748013060555405,3.080371304339975,5.781528049130758,2.177374447363757,Iris-virginica
+32,5.3867653761657355,3.1188226973565447,4.470464007842019,1.3603520841939667,Iris-versicolor
+33,6.147050763984145,3.465593146292311,4.950227155772043,1.4612543521203774,Iris-versicolor
+34,4.8337481935005275,3.392090035118907,1.5318327131439897,0.22315152713373704,Iris-setosa
+35,5.1279743981296,3.048858328115936,4.133262006592669,1.4523671945845862,Iris-versicolor
+36,5.129457253314823,3.5747255819073738,1.4019297211595287,0.20892957102121107,Iris-setosa
+37,5.234185794539453,2.6200280304175827,3.7991817296435544,1.165309550833598,Iris-versicolor
+38,5.536624695713845,2.594955397272314,3.9558189861346955,1.2002234075320575,Iris-versicolor
+39,4.691960625700573,3.74397260867329,1.389784718729432,0.13740366876372728,Iris-setosa
+40,5.97986847745337,2.8672674841265104,4.883101508523706,2.0962447983896255,Iris-virginica
+41,5.493818611760139,3.342693511426102,1.302496424369481,0.24791376504809762,Iris-setosa
+42,5.2680022083781655,3.191720639697777,1.2545332481659732,0.2096518442663641,Iris-setosa
+43,5.448294583662126,3.8436541066756833,1.6292368515342246,0.524549048172527,Iris-setosa
+44,6.283824711916845,3.0637382182706356,4.755640363030893,1.7376048350097149,Iris-versicolor
+45,5.7717141914962635,3.1559787227514713,4.0168206131137,1.2511596806626288,Iris-versicolor
+46,5.147901137568039,2.7621568268184333,1.4810609232484842,0.09137271705979258,Iris-setosa
+47,4.882035829665307,3.458470112842215,1.3754739724138347,0.24574487781788545,Iris-setosa
+48,5.0659801129786555,3.5556668005075,1.3708554649134324,0.3483021913258576,Iris-setosa
+49,5.505725123696628,3.795266312669427,1.453993802557477,0.3694951470323558,Iris-setosa
+50,6.5560792794961165,3.0751215949930963,4.613739793549247,1.9178658466329623,Iris-virginica
+51,4.956351831727284,2.9843435935672873,1.4375292467101126,1.2663994979323898,Iris-setosa
+52,5.5341099122456106,3.828231100668467,1.36895316148112,0.18756142635214135,Iris-setosa
+53,5.022848398559842,3.17873991420152,5.132979027950507,2.152063170920672,Iris-virginica
+54,5.253398644259134,3.2054926400429724,4.645289261825573,1.6906745710909616,Iris-setosa
+55,5.9040746040264125,2.6617116810770054,5.701531824936534,2.118624071241795,Iris-virginica
+56,6.305261439535673,2.8004631887492275,4.236009973149466,1.1596567695606819,Iris-versicolor
+57,7.354098741389899,2.9342313413007237,4.350946199513656,1.435652946264813,Iris-versicolor
+58,4.996542213794016,3.226441468112887,1.1721289011924396,0.2743193926293885,Iris-setosa
+59,4.627175883545354,2.9337608111759006,1.437903425302188,0.13180213869654328,Iris-setosa
+60,5.102408409445002,2.9314770964151897,5.265765048407635,2.1142326473427433,Iris-virginica
+61,6.448455972498986,2.7057657367176,5.317827809498719,2.0940486219470467,Iris-virginica
+62,4.222502197175551,3.160632602203142,1.283299896812588,0.2003599419249893,Iris-setosa
+63,4.539900970626152,3.237969968973705,1.511363962660946,0.1733821708518882,Iris-setosa
+64,6.3957431902988,3.54220822948185,5.43878213812186,2.1894401429142256,Iris-virginica
+65,5.770509138760536,2.639474724507592,4.7797409758982115,1.3995208954381892,Iris-versicolor
+66,6.525576729977173,2.7110924454239416,4.793602806877083,1.7420722931663122,Iris-virginica
+67,6.003314640457373,2.986589399312438,4.1612245815515765,1.2653983910118745,Iris-versicolor
+68,6.418298331549689,2.6710276197721097,4.213761112863728,1.3967717557838724,Iris-versicolor
+69,6.316549988535294,2.7077749606959594,5.110376722880461,1.5805610605114409,Iris-virginica
+70,5.38693274519478,2.9725224200830946,4.937540130309882,1.5457119017352847,Iris-versicolor
+71,5.511579908286501,2.8860175963235166,4.606188976176179,1.1926998968640525,Iris-versicolor
+72,5.5665790280302465,2.9963840619870035,1.2759717847207486,0.059470659688566185,Iris-setosa
+73,6.4321393701786995,2.7052002936208757,5.05645455565593,1.7802772602537844,Iris-virginica
+74,5.850109611069192,3.095717821873401,1.4522611422273664,0.18144839259446072,Iris-setosa
+75,5.0443580820231455,3.8972136362179546,1.44623911639819,0.2071302433461413,Iris-setosa
+76,5.773782323551432,3.558422031561641,1.3931314518678253,0.2994759153107146,Iris-setosa
+77,5.169956227198826,3.6381258001916894,1.5033066021798258,0.27850145689026334,Iris-setosa
+78,5.418937192362886,2.118395774236248,3.8709535787237868,1.2987041035599405,Iris-versicolor
+79,6.742719048986957,3.117344913765806,5.487963740288578,1.9568507108142623,Iris-virginica
+80,5.780277023873735,3.326701963196375,4.49302276260132,1.2334656729679079,Iris-versicolor
+81,5.675206982985204,2.7292271912151085,3.9546018469443,1.668524988253197,Iris-versicolor
+82,6.604472631744723,2.6506513834929715,4.206374404052515,1.6740473961988873,Iris-versicolor
+83,5.420179830202185,2.998071931493981,5.290882096111232,2.005972314522632,Iris-virginica
+84,4.930764369562419,3.349741358060433,1.5815564834781624,0.34857227886653763,Iris-setosa
+85,6.6823188541297345,3.923897799065776,5.901667754117914,2.3318627368291414,Iris-virginica
+86,6.8637975813806875,2.696827237159064,4.949583484033321,1.544932315227373,Iris-versicolor
+87,4.744499701361289,3.2458657017617023,4.606686415476696,1.4419849547732406,Iris-versicolor
+88,5.428827299221636,3.3374875411557428,5.058835962658291,1.8800002096840338,Iris-virginica
+89,5.874734341749718,3.166003727577461,4.412612362173157,1.6178379212874023,Iris-versicolor
+90,5.670271888563786,2.625495880454487,4.340701401104531,1.5785609196583494,Iris-versicolor
+91,5.349944546575255,3.3025491455775766,1.371266928125897,0.3438840370538353,Iris-setosa
+92,6.076122382311028,2.878203851460715,5.505923989180489,2.073391458334739,Iris-virginica
+93,7.377380999479072,2.9567123798168935,6.365273919040584,2.175424306541027,Iris-virginica
+94,7.245404355523295,3.417110436308503,6.251048036263635,2.3955755327315003,Iris-virginica
+95,5.239818214690581,3.3796383024854943,1.206194583346811,0.1613335676543553,Iris-setosa
+96,5.2712856921196485,3.9298639574869205,1.5380089073083252,0.6051974501312778,Iris-setosa
+97,4.959228959276961,2.623125867769688,4.3223856810520855,0.07427650918096476,Iris-versicolor
+98,5.524115696745825,3.2257547245731137,1.4889025894192474,0.08043853814686988,Iris-setosa
+99,6.5462638373083575,3.540992134278389,5.26537267594591,2.0343868640107603,Iris-virginica
+100,5.068190137421188,3.1714140441429315,1.5057940062206279,0.2834366237859288,Iris-setosa
+101,4.848845633218005,3.306899057320921,1.5473171963124897,0.2312639609551629,Iris-setosa
+102,5.535667111438394,3.2443829272492404,1.5892146150519821,0.31984887929930045,Iris-setosa
+103,5.022795881711168,3.030630911924221,1.4171767628536385,0.10359195591092624,Iris-setosa
+104,6.2054722872318395,3.745484660441135,1.5312205738576101,0.20522040463921254,Iris-setosa
+105,6.474270538360537,3.3108954625689764,4.468821687224064,1.7472998111206528,Iris-virginica
+106,5.4416933263818095,3.300152907239536,4.582913683551027,1.4148845490443067,Iris-versicolor
+107,5.7323881303042725,2.5413575138343596,4.4750294212545985,1.4247796024630406,Iris-versicolor
+108,6.13767936484456,3.5265153644770604,5.1131346007607945,1.940567049165015,Iris-virginica
+109,5.101461385036673,2.808076494912756,4.2746192218575825,1.2788399336007357,Iris-versicolor
+110,5.801691097879596,2.697017503552373,3.8435569046333553,1.276764901038876,Iris-versicolor
+111,4.975094491254555,3.5471190598858184,1.5742631540195786,0.3940799346688944,Iris-setosa
+112,5.108695254687199,2.6519288914537293,4.622816299490023,1.6688161751426906,Iris-virginica
+113,5.443796980357979,3.5173003575527284,1.2612810948755397,0.16961829793358157,Iris-setosa
+114,5.688703413147181,2.969780378781354,4.742939651140497,2.102118382316651,Iris-virginica
+115,5.056125079328939,3.242674285581133,1.567238408616915,0.16180317260162283,Iris-setosa
+116,7.355011719818593,2.8260957821115964,5.755257575886628,2.1534659775856313,Iris-virginica
+117,6.744412011089391,2.965212668879321,5.863439584883593,2.071857396468146,Iris-virginica
+118,5.178927401405411,3.3188816566658406,1.1970455695969935,0.20122462200477675,Iris-setosa
+119,5.221541242309491,3.268989524051791,4.8173879856925765,1.7618739136395187,Iris-virginica

iris/tvae/4/17/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tvae/4/17/train.csv

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

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tvae/4/18/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.82613997727393,3.0249180770681328,6.1319252138302724,1.8271993288418995,Iris-virginica
+1,6.18161777567043,3.1996624227593693,4.1429772554554525,1.4492331198405657,Iris-versicolor
+2,5.951667039571351,3.4017198005806164,5.180079421974586,1.6057180056109879,Iris-virginica
+3,5.040042581697732,3.104073500385139,1.5116570049941846,0.16488631674765603,Iris-setosa
+4,6.150729768241398,2.9973697982352587,4.806187217870727,1.15466833936579,Iris-versicolor
+5,6.835617689469423,3.3858514098270445,5.39017033585279,2.4713282111268815,Iris-virginica
+6,5.488517913723469,3.100146141391647,1.055144858183843,0.019925041447495462,Iris-setosa
+7,7.232952039578775,3.7579930996184525,5.989459447210955,2.510944850519413,Iris-virginica
+8,4.713702112100551,3.180231161308971,1.3722738935931402,0.18292469724725796,Iris-setosa
+9,4.827465757811024,2.714452379463552,1.4637579496830964,0.30259407931032817,Iris-setosa
+10,5.663240114564827,2.329536314848071,3.7459907102564833,0.9015934022757836,Iris-versicolor
+11,6.6665882753605485,3.268264815026773,5.1838284414609515,2.268210901452106,Iris-virginica
+12,4.866904606975876,3.067795077749267,1.5313238223907095,0.22619395277168305,Iris-setosa
+13,5.43988675013131,3.757890325540817,1.7272798108959524,0.49512914862316315,Iris-setosa
+14,5.084982383022565,3.3419165386957492,1.3815203321904095,0.21668718578610396,Iris-setosa
+15,6.685402057008666,3.734698491085187,5.346505655964028,2.190254568959226,Iris-virginica
+16,5.453028189301338,2.9569019684216706,4.961476868746703,1.8724992021263083,Iris-virginica
+17,5.550778039546369,2.636787176491901,4.265780370331069,1.0488273138199902,Iris-versicolor
+18,6.266527908604155,2.8666263058127677,4.70542187320149,1.2232330152478221,Iris-versicolor
+19,5.0518791647104395,3.718873455516596,1.5027772597068791,0.26260573918474683,Iris-setosa
+20,5.674316567033863,3.2158015385676135,1.379737222420698,0.15926196793550934,Iris-setosa
+21,6.027072762684905,2.8166377867278536,4.6618490549600855,1.6674436439681306,Iris-versicolor
+22,5.186967730870044,3.2176764330815093,1.4498518845923885,0.24818983974765538,Iris-setosa
+23,4.888719370011007,2.7497144031177125,4.105756150461307,1.1685442122909568,Iris-versicolor
+24,5.2146358653659615,3.370009347924332,1.3514529865880975,0.31675095615997784,Iris-setosa
+25,5.30486172615703,2.835308837816653,4.085577604860859,1.2216793284112282,Iris-versicolor
+26,5.591697369446008,3.321758406026737,5.515858863391381,1.825965727546137,Iris-virginica
+27,4.84239254335031,2.5794583076815423,1.5834380800455328,0.2777890619478499,Iris-setosa
+28,7.400439559341665,3.4620783043588776,6.147441479483321,2.3415600852434775,Iris-virginica
+29,6.403912769741977,2.9127105431942883,4.709632026683025,1.593401675330724,Iris-versicolor
+30,5.926291602876753,2.9144152885702193,4.13910406305114,1.2659912648219462,Iris-versicolor
+31,6.743116269500434,3.5348884952107706,5.535572909316571,2.6054440474419645,Iris-virginica
+32,5.585424245107097,3.4500874479851444,1.2130915702734213,0.2793381921731281,Iris-setosa
+33,5.62883351353657,3.576898568186616,1.197582060630051,0.18540457626188495,Iris-setosa
+34,5.853439539959638,3.8755734814385185,1.6862806556367338,0.2171468146315778,Iris-setosa
+35,4.997247221518021,3.120121605256804,1.3855943512374918,1.5934515180992819,Iris-setosa
+36,5.268984931794256,2.9753791361400315,4.151767754430151,1.269487303223612,Iris-versicolor
+37,6.331384291572757,2.8931124835703708,5.032669624013418,1.5040245271162915,Iris-virginica
+38,4.476868834789603,2.998592779382633,1.1642129689935974,0.16505833213686408,Iris-setosa
+39,5.616561471224298,3.322959350587685,4.726237543557461,1.9483059570094,Iris-virginica
+40,5.087581910309372,3.4729896965910236,1.6727161746177988,0.2796233534034361,Iris-setosa
+41,5.047146975688531,3.4352947587281024,1.457305910036862,0.168337397945996,Iris-setosa
+42,6.296819207391921,3.2143597901609717,3.8866512150072645,1.6470341035829283,Iris-versicolor
+43,5.14258397638143,2.6404921602624203,4.881359564351544,1.640152605715096,Iris-virginica
+44,7.617302964502041,2.8054628267413118,5.841048091892707,2.028223671718512,Iris-virginica
+45,6.223215596831847,3.463795499148875,4.3321080329648405,1.5518797723318931,Iris-versicolor
+46,6.4791675196763645,2.913935369547831,5.543818092135059,1.796877836844818,Iris-virginica
+47,5.279289046570184,3.258599219785536,1.4655735533718366,0.11236651187562749,Iris-setosa
+48,6.063609712685266,2.795290946504239,3.859764638524293,1.2398449497372632,Iris-versicolor
+49,6.351299829769633,2.9032954262650694,4.781211062570722,1.5283913665708109,Iris-virginica
+50,5.120498891873131,3.2604050280973684,1.4432589510164622,0.1383560022840167,Iris-setosa
+51,5.847520863356169,3.283029589234578,1.3042715476688262,0.2029973101111431,Iris-setosa
+52,5.840306105915626,2.6033132765610176,4.352562857960815,1.151399957812743,Iris-versicolor
+53,6.009150322188439,3.1223775106393514,4.686249788718788,1.44788887024147,Iris-versicolor
+54,6.044399249966958,2.912907672888692,5.240543799603121,2.0193086196012153,Iris-virginica
+55,5.763719911775425,3.1830064682395487,1.7393589109561916,0.3793447509374964,Iris-setosa
+56,5.279756078708365,2.882381489305781,4.209157069087224,1.3208552899752823,Iris-versicolor
+57,5.029114402901297,3.3447467118209864,1.5637415933478334,0.25550096704043496,Iris-setosa
+58,6.145681988569609,2.6559191552153854,4.385512701373619,1.342675153727333,Iris-versicolor
+59,6.780447150356802,3.1590936014015236,5.245481913227241,2.1307635041548996,Iris-virginica
+60,6.1778724975373205,2.80920301352159,3.9124246254719406,1.2937906935218306,Iris-versicolor
+61,4.94573449521064,2.9796478190268942,3.784906657797062,1.035473522848596,Iris-versicolor
+62,5.388108361996826,2.608841556049333,4.411404005635878,1.3410049422943622,Iris-versicolor
+63,6.641967929249412,3.1103865322829978,4.483204733438803,1.4439793288323397,Iris-versicolor
+64,5.039619737702417,3.065319981060617,4.892645849945987,1.7321343713443087,Iris-virginica
+65,6.0740302349754485,3.4842052786355775,5.204726335248276,2.4555552547087993,Iris-virginica
+66,4.764840484928635,3.631389070289144,1.5496299099685755,0.3222307760854797,Iris-setosa
+67,5.119746783991707,2.7064147843464745,3.789900411114356,1.3738401484816283,Iris-versicolor
+68,5.509289550193605,2.976244416110962,4.298187509775905,1.2183684568751385,Iris-versicolor
+69,6.391911736984888,3.0161349732708356,5.093737958508121,1.810941618776941,Iris-virginica
+70,5.180513981421731,3.362209878621441,5.176686105964909,1.7076187481273826,Iris-virginica
+71,5.9648817992611916,3.604159078078864,1.6102620278656623,0.28639623704926537,Iris-setosa
+72,4.859367704792543,3.2638468775243235,1.300909653844168,0.2310424173121919,Iris-setosa
+73,7.672898692141462,3.448935619409644,6.547672646066993,2.4393703661822714,Iris-virginica
+74,5.419420458505745,3.7710279722127167,1.481260434008852,0.24116397591249994,Iris-setosa
+75,6.310704738034865,2.544117332101591,3.6980441324867703,1.136483533099812,Iris-versicolor
+76,5.1522970909119366,3.1217366865445464,1.32924206407943,0.21905147810077846,Iris-setosa
+77,5.904437708219313,3.3794395641722703,4.628971382772783,1.650655677607071,Iris-versicolor
+78,5.098259726325895,2.840794274302694,1.298230242031252,0.23164743360280188,Iris-setosa
+79,6.03836562087261,2.9524666094202,5.246219237179754,2.0634364675684655,Iris-virginica
+80,5.264364561869061,3.42515966150062,1.2924198097387098,0.2621041116931098,Iris-setosa
+81,5.126082058706354,3.5452828709771307,1.465234950628622,0.24394817596620633,Iris-setosa
+82,5.566934323886999,2.9482605473979566,5.084990661608298,1.567827827332641,Iris-versicolor
+83,5.656703737869902,2.789550750168798,4.923419550184734,1.9295121985623955,Iris-virginica
+84,5.116382650025375,2.9731022576633888,1.4288897138371224,0.11011831335471564,Iris-setosa
+85,5.874369307618241,3.3005580985297507,4.4647540243620005,1.3791958698293842,Iris-versicolor
+86,5.754054945761616,3.3394454638353377,4.958502228791185,1.4688543391307325,Iris-versicolor
+87,6.0460612383296555,2.677860003177944,4.10203201864745,1.452138621344353,Iris-versicolor
+88,5.313867246410586,3.6694294464942034,1.2116235190229803,0.11576028766091881,Iris-setosa
+89,5.394028114083493,3.2113154010400686,4.1998663735903685,1.4799680994941904,Iris-versicolor
+90,5.534722846908918,2.3342253824407484,4.110979368540664,1.2472880515312088,Iris-versicolor
+91,4.9247526278984,3.2736461175626603,4.964223642960986,1.6066960992846868,Iris-versicolor
+92,4.852680403668714,3.1743133056433206,1.2240214839626988,0.2706959610383711,Iris-setosa
+93,6.553716679148745,2.833513730532424,5.535474364921214,2.0537201108573573,Iris-virginica
+94,7.253031507109693,3.5104745484108526,5.885559242698016,2.264090140354252,Iris-virginica
+95,7.403505916987314,2.914934744319332,6.099098100171811,2.0555202658810012,Iris-virginica
+96,5.569715748886352,3.0741916138069385,4.08095248257702,1.6096598564512534,Iris-virginica
+97,5.3683841570527315,3.0642996362915613,1.360634784301429,0.01896833185950797,Iris-setosa
+98,6.483610737485949,2.6411561900157854,5.643031432369859,2.241820198344101,Iris-virginica
+99,4.820018388665942,3.7292331729583594,1.3277492347485473,0.3830743893703651,Iris-setosa
+100,7.032327845590326,3.5349415572609955,7.233449440147613,2.0304281764918444,Iris-virginica
+101,6.178746308574936,2.801471358541277,4.295589149011041,1.668091240914216,Iris-versicolor
+102,5.912717242355394,2.9771298084089195,4.806720313182736,1.3349989409740308,Iris-versicolor
+103,5.09215392324115,3.1885270719606402,1.4364615861042562,0.1709150043550065,Iris-setosa
+104,5.9382444516406085,2.658410534410951,4.1490729872012455,1.1789308621358918,Iris-versicolor
+105,5.104985921058936,3.4598420595674892,1.8155191838514049,0.30813861218899985,Iris-setosa
+106,5.2543568046412075,3.953378945527838,1.6002745080268463,0.44587011534910626,Iris-setosa
+107,6.439924681743377,2.6389956931111653,5.327817502243541,1.8834555907869084,Iris-virginica
+108,5.510769278807892,2.0564990444704594,3.9365489524386743,1.1172605770521171,Iris-versicolor
+109,5.192753510537844,3.540457427186472,1.55031808404508,0.17655169583824926,Iris-setosa
+110,4.832521783559023,3.2364549290075963,1.5303067168405697,0.1671477758725749,Iris-setosa
+111,5.627858049584213,2.9951123753337905,5.595634001760252,1.8500786726123732,Iris-virginica
+112,6.5183992759314275,3.2242559401540807,5.448293471792053,2.1156333323926964,Iris-virginica
+113,5.3455219628222945,3.492089371973041,1.3022324855722651,0.1567167602762234,Iris-setosa
+114,5.1164788520749385,3.5630915396691316,1.2760857864544948,0.28637635110667753,Iris-setosa
+115,5.840592069092844,3.112097839517549,4.834757334421661,1.3163402488190172,Iris-versicolor
+116,5.422562305898834,2.960920793243096,1.3861362207862027,0.1952748377558568,Iris-setosa
+117,6.103113583476146,2.6717019906623656,4.155385423768402,1.173299244482365,Iris-versicolor
+118,5.180732254984015,3.2911675822056536,1.7214280144944365,0.25911139654168014,Iris-setosa
+119,6.774189198553809,3.097607196836041,6.2447817664126894,1.7209838431604303,Iris-virginica

iris/tvae/4/18/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tvae/4/18/train.csv

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

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tvae/4/19/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.552094745273405,2.661952185681387,4.642991803974478,1.4183255594925723,Iris-versicolor
+1,5.256760700842595,3.0359723442004305,4.171275603004704,1.0647955109405154,Iris-versicolor
+2,5.613969976545663,2.997767860373271,4.6654556681819335,1.2052566631569632,Iris-versicolor
+3,4.897423991683775,2.959651917483335,1.5824170202815915,0.19069764718478832,Iris-setosa
+4,5.577166059510514,2.885338623036011,4.714975215964518,1.9583117438959998,Iris-virginica
+5,5.754147682663467,2.717224732390614,5.641587454574815,1.9026342780517544,Iris-virginica
+6,5.48137725888954,3.4203493465019563,1.4389676204718236,0.35313266202452964,Iris-setosa
+7,7.857154924949116,3.04112610102067,7.086354689750273,2.4492147446471706,Iris-virginica
+8,5.138936633584778,3.6609985167837147,1.4856569724614366,0.18574232709008906,Iris-setosa
+9,6.887007313659884,3.6509625739570692,6.123804152752596,2.6688855034893124,Iris-virginica
+10,6.181413518889642,2.9787374460382496,4.945344550315366,1.4448916186125764,Iris-versicolor
+11,6.941484260617445,3.6290418836623175,5.464964749796713,1.9900524537919597,Iris-virginica
+12,7.035659322051373,3.1138853509513753,5.766352161864006,2.2041093386720902,Iris-virginica
+13,4.751917514518785,3.1531908291614417,1.4273475044145434,0.22776376111349564,Iris-setosa
+14,5.7245534799136015,3.211870226116367,4.697964310359252,1.2832721639973284,Iris-versicolor
+15,5.324728274682006,2.6869281623188694,4.831657921374651,1.8562115447717242,Iris-virginica
+16,6.251460788873876,2.5128790308725524,4.2075878558612745,1.0369622034955557,Iris-versicolor
+17,4.431847062282609,3.261246656420457,1.627352293210919,0.1810100752105083,Iris-setosa
+18,6.167787936013376,2.9177234331865733,4.276825608963899,1.213570046934173,Iris-versicolor
+19,7.658449037172459,2.9416623806194115,6.016336689703383,2.3066862860690187,Iris-virginica
+20,7.711469067172858,3.179992043230118,6.646478892752073,2.53108100251858,Iris-virginica
+21,6.308868600406129,3.0807875438372077,4.976651480362215,2.001579618255727,Iris-virginica
+22,6.737326884032291,3.075488003737525,4.966068218393599,1.4993006381861622,Iris-virginica
+23,5.357125805542916,3.498335705024864,1.7510426070518386,0.43303610233323286,Iris-setosa
+24,6.90388378749716,2.998752845966584,5.353303493138501,1.8766970441949553,Iris-virginica
+25,4.86302227458302,3.250620072434996,1.5192102774866676,0.2449044637524925,Iris-setosa
+26,6.261791035616584,3.1484725385068852,5.141380694746436,1.6868082144526353,Iris-virginica
+27,5.418237111522326,2.8567081083995682,4.341565562562915,1.0944898560126362,Iris-versicolor
+28,6.637561244557024,2.9209742064795603,5.288366778843994,2.146640828385091,Iris-virginica
+29,6.518866221882661,2.865226567274334,4.47698597936707,2.224331820789113,Iris-virginica
+30,6.780195835975607,2.9576049572539493,4.4314169898499545,1.5891488730542316,Iris-versicolor
+31,6.053229572284764,3.545160923977235,1.493854006115394,0.23522679429402646,Iris-setosa
+32,4.558925403523275,3.153278086016962,1.3124632325242946,0.1719950146927805,Iris-setosa
+33,6.249962665768918,2.8761865435110736,4.655995235464694,1.9362733711375293,Iris-virginica
+34,5.134853344138013,2.9768979905135122,1.4362577610833105,1.7040228071008994,Iris-setosa
+35,5.205077734662783,3.1939214704848573,1.3357634153316567,1.351557197196564,Iris-setosa
+36,5.627250503148806,3.0085098233524388,5.296467120830238,1.9734526780270563,Iris-virginica
+37,6.324908132577187,2.9617653669252917,4.797692535992941,1.38645686691846,Iris-versicolor
+38,5.546753844054321,3.2209788359036136,4.531059585658964,1.5689990545696264,Iris-versicolor
+39,7.782811252629439,2.707551455944766,6.567626980935335,2.376564848425067,Iris-virginica
+40,5.9689415163632935,2.5845321980456806,4.950965921814122,2.1244319125119135,Iris-virginica
+41,5.368396065670343,2.9583545587805253,4.2907121029049655,1.4125840430503664,Iris-versicolor
+42,6.300804125066343,2.7838713200791156,4.952507675713647,1.5792011393061476,Iris-virginica
+43,5.277840942869711,2.858292475548362,1.2389032135174527,0.2132691240100954,Iris-setosa
+44,5.555448015356241,3.2852191121300205,4.490147040851569,1.5523003333377627,Iris-versicolor
+45,5.342311530155607,3.429528269878305,4.95559484590249,1.001079165123535,Iris-versicolor
+46,6.297711800826731,3.0345292344150967,4.941677233090315,1.1552310263387646,Iris-versicolor
+47,5.99899952065432,3.016820986096022,4.470254078961748,1.3841797009638865,Iris-versicolor
+48,6.7512417532136855,2.9271598759028614,6.340372888609218,2.3163651414740976,Iris-virginica
+49,6.142672947984336,3.4510429752720646,1.4067645852280581,0.2025142031725401,Iris-setosa
+50,5.29012660413753,1.9804709478300067,3.9105242857731,1.0705202815346204,Iris-versicolor
+51,5.298084899914465,2.3020435868946394,4.280049600677856,1.0102172266819798,Iris-versicolor
+52,5.2464176613205975,3.0426386590962307,4.499266293122086,1.4822744542936426,Iris-versicolor
+53,5.076773418538819,3.324703304581753,1.6646645249491967,0.3337435019535332,Iris-setosa
+54,5.4480944405721266,3.760936687976998,1.497334505675207,0.24737075999963096,Iris-setosa
+55,6.3030716711809935,3.364943706593688,5.156751177086036,1.7148199397575135,Iris-versicolor
+56,6.642822461008951,3.198443081518079,5.58418072182457,2.0159526242908803,Iris-virginica
+57,4.449451470136745,2.332651135730702,1.4528191512513466,0.26080314526502923,Iris-setosa
+58,5.013735497119401,3.479204408800303,1.4355985418420683,0.23430262030352367,Iris-setosa
+59,6.388205017392595,3.0805246739373144,4.981556584716469,2.1350539862721076,Iris-virginica
+60,5.2500150919519655,2.33781433057494,3.7953125877105975,1.1223279006910896,Iris-versicolor
+61,5.973198767674136,3.390458789385432,1.7146604912239223,0.44651490139555416,Iris-setosa
+62,4.837803297342225,3.838315909976427,1.5535278670992032,0.15940826096061939,Iris-setosa
+63,6.091489848000473,2.7949767924031566,4.455076802484019,1.5136090495009682,Iris-versicolor
+64,5.258090078837573,3.2324109225133673,1.505481266022396,0.3204305041655559,Iris-setosa
+65,5.806902792621585,3.107628728361826,1.105730498826428,0.1311026079045058,Iris-setosa
+66,5.1947591709187595,3.3432383865062807,1.5254500521776824,0.19812664395523027,Iris-setosa
+67,5.862040851730757,3.627714790177392,4.748277699316836,1.6907845877740193,Iris-setosa
+68,5.943245506008932,3.154845530343877,4.8645004917451855,1.7651326745350604,Iris-setosa
+69,5.484020307559301,2.7129908805097855,4.675679516817353,1.339573939286568,Iris-versicolor
+70,4.834025066478281,3.276098566024459,1.6635535953928806,0.08176877360202281,Iris-setosa
+71,4.864507040808064,2.7392235689494857,4.2901981537758935,1.1348528493317365,Iris-versicolor
+72,4.894300293465939,3.3717254210251397,1.497769182290375,0.18093120952934572,Iris-setosa
+73,6.048869986846461,3.1108835181074195,4.1953441316629645,1.470514891435147,Iris-versicolor
+74,5.9973476246897635,3.3229231367140546,4.869316851215214,1.6241357809383572,Iris-versicolor
+75,4.979876003733277,3.506614796965413,1.4347374177727186,0.28741234751945416,Iris-setosa
+76,4.986927250214154,3.7142120926905915,1.1630609424799387,0.26658116627227285,Iris-setosa
+77,5.998443544313987,2.927870032803241,1.362449940796648,0.33892562295481343,Iris-setosa
+78,6.090727820302715,2.3413280196546764,5.451049589435058,1.837225427761477,Iris-virginica
+79,4.847585556787232,3.5318268074349235,1.5434023019351981,0.22717998677679854,Iris-setosa
+80,5.238498468492084,2.8965897989980314,5.343141041308224,1.9156607202584799,Iris-virginica
+81,4.742933829766231,3.451189006394582,1.386521586108142,0.16673916167411276,Iris-setosa
+82,6.132668481554265,3.2225226893450873,1.4233192461763207,0.18981849307156567,Iris-setosa
+83,6.461754681559915,3.020211095080603,5.682890683460844,1.9329793264253943,Iris-virginica
+84,5.195806571973075,3.6495013321174583,1.3745729201731205,0.23622840520064736,Iris-setosa
+85,7.1070377054829414,3.119958121636769,6.065410398618336,2.275170334923641,Iris-virginica
+86,4.847116210807885,3.5186241392199618,1.5762768106219096,0.3684362056314882,Iris-setosa
+87,6.152637651002189,3.237361251990163,4.498493982514667,1.7018565264468217,Iris-versicolor
+88,4.761274378705183,2.7240339383146974,4.492109274524574,1.3325168787630235,Iris-versicolor
+89,4.654171656764625,3.5758742152539376,1.4434710016964387,0.290025737581622,Iris-setosa
+90,6.58764581101288,2.57087256715398,5.501358289645228,1.8215689116540448,Iris-virginica
+91,6.827119302234585,3.0867711732150185,5.782896848474931,2.19860420033533,Iris-virginica
+92,5.240135119125892,2.2905342524884245,3.8591051992654894,0.9735880073769824,Iris-versicolor
+93,6.429935820182399,2.598166990143987,4.01837424241502,1.0860424280495227,Iris-versicolor
+94,5.281599667799019,3.3149445521512377,1.1760488435446468,0.08616090551759584,Iris-setosa
+95,4.844057994771008,3.7461443633646505,1.3429651724885032,0.1804709562891027,Iris-setosa
+96,5.288567449336621,3.1587827008780662,4.879137768459611,1.618906896910141,Iris-versicolor
+97,5.036519365324922,3.0066155786882347,1.5755315360685127,0.2629766210854406,Iris-setosa
+98,4.840446110061275,3.5983159284700896,1.3471438584469366,0.22450514312560702,Iris-setosa
+99,5.347141245560771,2.698258177559037,4.9922295641807555,2.1324416368433137,Iris-virginica
+100,5.1096294998764105,3.043001599437096,4.374519483688346,1.435029256431194,Iris-versicolor
+101,5.298840880675406,3.2186327493088296,4.705970831347091,1.5906242926350607,Iris-virginica
+102,6.317465810901015,2.896594490250939,4.404282182950995,1.3651974010665282,Iris-versicolor
+103,4.809748229485479,3.2417042567899625,1.5271122434308595,0.3009765743633467,Iris-setosa
+104,6.342813149739953,3.0625577450098107,5.294178655825424,1.977253763872916,Iris-virginica
+105,6.470749198866002,3.436800482210379,5.493606948529442,2.3735930296627066,Iris-virginica
+106,5.984919452513039,2.430983770262848,4.302345002911558,1.0437787703530144,Iris-versicolor
+107,7.065748961298973,2.954359018179442,6.533392960004452,2.2286614924847177,Iris-virginica
+108,6.398759692842312,3.6204227626246155,5.367338781401377,2.3666315626041285,Iris-virginica
+109,4.752363682172621,3.5601869141273577,1.5671579942238831,0.07996711349085911,Iris-setosa
+110,5.619414032742093,3.219922844917864,4.954311641812858,1.4294416797735043,Iris-versicolor
+111,4.946593405865012,2.7775005440478244,1.494330675055276,0.18107262904095184,Iris-setosa
+112,5.984718240644036,2.78223778244941,5.082124096278742,2.0981393344209454,Iris-virginica
+113,5.728338657429123,3.337979900369872,4.772817233509781,1.2736953184081068,Iris-versicolor
+114,5.929098884166503,3.2336608983980395,5.0959202102458,2.018035856202807,Iris-virginica
+115,4.9037413249981645,3.3652465330012413,1.3170916309097713,0.3252957900327778,Iris-setosa
+116,5.495542324455245,2.3029087251432423,3.0033738819097398,0.9881782668973568,Iris-versicolor
+117,4.651699148647815,2.89074769051248,1.3568353179938093,0.2758166753601745,Iris-setosa
+118,4.880088480352787,3.4044208181503826,1.5545365526795298,0.2211473098111148,Iris-setosa
+119,7.677465012243696,3.2759298454635277,6.0714451229026505,2.090869846071702,Iris-virginica

iris/tvae/4/19/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tvae/4/19/train.csv

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

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tvae/4/2/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.965724918656841,2.8375538049113063,1.2207621037549652,0.27542090896914,Iris-setosa
+1,5.950454290573624,2.752426598168768,3.6994376915202607,1.0598567117890252,Iris-versicolor
+2,5.032280432524715,2.5993847541929918,4.070691655608107,1.1713032462004955,Iris-versicolor
+3,5.047733639621903,3.347425155389231,1.4154459483852484,0.16548196668455228,Iris-setosa
+4,5.634397421255305,3.1009033141515787,4.27850589256716,1.3748722619267828,Iris-versicolor
+5,6.1344078552874395,3.1117739559692943,5.330898355133802,1.991250809940059,Iris-virginica
+6,6.175159956174016,3.188556021255612,4.740076338960638,1.8556836083117332,Iris-virginica
+7,5.185172847160198,3.315097125462792,1.479050153914073,0.29447862730037955,Iris-setosa
+8,4.908576313982652,3.3529190076108817,5.077192115035728,1.7500657224469076,Iris-virginica
+9,5.557800582714969,2.307751505110849,4.98082367864772,1.895540494380344,Iris-virginica
+10,6.558376358921882,2.9938259454885823,5.2324069342148025,2.1643145418124763,Iris-virginica
+11,5.897847182384649,3.063980846898211,4.910402641669486,1.6092749606671224,Iris-virginica
+12,6.145691121155184,2.6641802451229317,5.040368021084224,2.024003024428593,Iris-virginica
+13,5.2019161943359755,3.1161880885572146,4.937307227663142,1.7209953659552935,Iris-virginica
+14,5.28386971815271,2.8946544246326193,1.047202249787348,0.20197977280303975,Iris-setosa
+15,5.639737748492885,3.0413239710339495,4.264109659549484,1.3414974301518878,Iris-versicolor
+16,6.108248305233845,2.5197960025798425,5.171327558898389,1.8290451231680633,Iris-virginica
+17,6.274374658605574,2.7449813499513214,4.121181935444261,1.1147806230295596,Iris-versicolor
+18,4.731280247879498,3.1859003311252363,1.4978807541330308,0.2342890923303928,Iris-setosa
+19,6.813922895437366,2.8808942809173987,5.9952823204681795,2.3732930326564268,Iris-virginica
+20,5.876270850060193,2.8372335200463277,4.9903303988920396,1.9247088609133403,Iris-virginica
+21,6.159989803079139,2.8267343972996173,4.565359519687268,1.3486951059595025,Iris-versicolor
+22,4.7632708338745795,3.014385335668414,1.3311067180001106,0.24355937466517466,Iris-setosa
+23,5.0474375776589735,2.4953049367280915,4.354654387179332,1.406239467990932,Iris-versicolor
+24,5.369947183006468,3.5807728261404748,4.289720752165762,1.164794230833217,Iris-versicolor
+25,5.524515207170487,3.2491451240355262,4.374180116765678,1.4914302253707268,Iris-versicolor
+26,6.474487066579936,3.309078842292454,4.400520236458803,1.5367056408429716,Iris-versicolor
+27,5.489530032725984,2.9933393757618005,1.2331477535528506,0.14550171164020875,Iris-setosa
+28,4.929599115140107,3.276674698805293,4.846458525728481,1.4971665532715175,Iris-virginica
+29,4.572569165545387,2.606053950600791,0.963806444851034,1.4269760171040387,Iris-setosa
+30,5.365750615618038,3.6523483979353215,1.1601932364490077,0.3123432664484336,Iris-setosa
+31,5.5319387082582505,3.614004070063059,1.3916585250711626,0.3028688834972856,Iris-setosa
+32,4.76153082819009,3.37650942187309,1.3535219799470637,0.29668390083022494,Iris-setosa
+33,7.377518861302178,3.0498510562804313,6.139210272574527,2.6868108993991413,Iris-virginica
+34,5.575581957945607,3.278658685292439,4.475298526099955,1.7140064882324066,Iris-versicolor
+35,6.544943102303281,3.4025499726159234,5.266501022879378,2.3076975644011215,Iris-virginica
+36,6.245347804463281,3.385146145275528,5.423205389396781,2.040291927474216,Iris-virginica
+37,4.986932434566124,2.8474226918722576,4.673351887691963,0.10109397320893881,Iris-versicolor
+38,5.340198175483356,2.96593969196454,4.3384639634441795,1.300414367704813,Iris-versicolor
+39,5.191028126807232,3.0723530578928577,1.4948902284098278,0.38637179096238244,Iris-setosa
+40,5.980743758130378,2.53092869768571,5.35175513862079,1.7119612090862888,Iris-virginica
+41,6.2950233394197115,3.200384991622861,4.525052685811772,2.0292852313929473,Iris-virginica
+42,5.387015664882224,3.192898323925414,4.280261974167186,1.6474882017522043,Iris-versicolor
+43,5.488873875735696,2.764976721998945,5.032320407512536,1.7918701659161385,Iris-virginica
+44,5.239465665689728,3.3868615915869364,1.4965736388380635,0.3220454069050517,Iris-setosa
+45,6.159273006249875,3.083861569417748,4.413570725407683,1.03782844389321,Iris-versicolor
+46,6.82439264893554,3.0596010658765955,4.5983548102596945,1.3302026282750528,Iris-versicolor
+47,5.021615878273113,3.4404765085066273,1.2791284248056407,0.20312869466791061,Iris-setosa
+48,7.278467618216812,3.825701584542714,5.963448137641529,2.2604408345263,Iris-virginica
+49,6.020186017352648,2.7382916812137235,4.263631880212557,1.0841967686781868,Iris-versicolor
+50,5.783971105015657,3.4571526259473724,1.4722364238888233,0.24452637323556697,Iris-setosa
+51,5.547734904809699,2.5090852140562463,4.378143474469324,1.300353038356396,Iris-versicolor
+52,6.174951619273496,3.1047798392358343,5.24719489789888,1.678331291647293,Iris-versicolor
+53,5.494666359502879,3.81958105375033,1.324577798970064,0.14455404537536942,Iris-setosa
+54,5.955851926629834,2.4144953139027505,3.668185010162091,1.1611723491495174,Iris-versicolor
+55,6.095164282381714,3.3491535889419066,1.5158517488271113,0.2026953120734254,Iris-setosa
+56,5.507909597312668,3.6919256536244007,1.3417272309772612,0.2867991466007304,Iris-setosa
+57,6.00184547448047,2.690903191215302,4.078504372233588,1.1434833956648416,Iris-versicolor
+58,6.486102040670337,2.709748419335057,5.302434622582089,1.7716375855812752,Iris-virginica
+59,5.248700678627574,3.4783919499527647,4.557454768534602,1.470790481324627,Iris-versicolor
+60,6.160278457382185,3.4740548011829957,5.383654893308918,2.156081728199939,Iris-virginica
+61,6.441810952502473,2.995073323699137,4.581234372414016,1.1915232390398547,Iris-versicolor
+62,6.969265483192583,3.377199795399793,5.604934370904708,2.1091373602921863,Iris-virginica
+63,5.266326598935176,3.2705984261957877,4.662495566261965,1.6388947563078025,Iris-virginica
+64,5.652283605883936,3.0048523292564626,4.337326988603606,1.3976110105736221,Iris-versicolor
+65,5.599433621041004,3.202022591421776,5.095972261112269,1.926793994607138,Iris-virginica
+66,6.460453870868031,2.71956339464911,4.422646187775547,1.3852186626356247,Iris-versicolor
+67,6.084045653125969,2.9882358698861826,5.555108369596958,2.081935062986876,Iris-virginica
+68,7.161570771538816,3.1031288400707737,6.061273849483074,2.050259526949886,Iris-virginica
+69,4.999626444063712,3.4361302446079556,1.374683896617602,0.20340978046972558,Iris-setosa
+70,6.084271080316514,3.078722358424322,4.629983520854401,1.507487293848219,Iris-versicolor
+71,6.493083740390886,3.125068180284007,4.743375442872537,1.875392473245814,Iris-virginica
+72,6.428630255243895,2.9231977458283582,5.036942441025945,2.0892381302510987,Iris-virginica
+73,7.024385081221009,2.807210206338777,6.001079996356611,2.3010796990261646,Iris-virginica
+74,5.928367483422758,2.840395388586971,4.363975365554014,1.5213356436091299,Iris-versicolor
+75,6.159143740009753,3.3433611502501384,5.523289098941898,1.918176363525024,Iris-virginica
+76,5.6001011520624715,3.155083063575673,4.657618443329614,1.368905970237085,Iris-versicolor
+77,5.879092344835316,3.485945183935129,1.5620103590478451,0.32080595546363727,Iris-setosa
+78,4.972734857371905,3.541643975609368,1.5078288288130253,0.3251295119350048,Iris-setosa
+79,4.730811446041678,2.446760792516014,3.365111146801425,1.088461633006605,Iris-versicolor
+80,6.829946367642368,2.811105850917623,5.756739254373066,2.1808662079566963,Iris-virginica
+81,5.5662090257453665,3.193049777280974,1.822605173174348,0.2339357688453965,Iris-setosa
+82,6.136354263087654,3.228035274569659,4.710872153957508,1.3750856050218436,Iris-versicolor
+83,7.9760785075745275,3.771880734154315,5.786942520230046,2.211183559010884,Iris-virginica
+84,5.095387771724627,3.3343594358207245,5.07273932665279,1.7400051179955112,Iris-virginica
+85,5.411178185458238,3.088015462677136,1.4895478391684236,0.06231126187826383,Iris-setosa
+86,8.356779184496968,3.0621521952108157,6.8281473978825415,2.1242493470107076,Iris-virginica
+87,6.458954759988195,3.042425393529268,4.471820707348375,1.199648718176754,Iris-versicolor
+88,5.5759596543986,2.9170797638561874,4.373148441858941,1.404805714434965,Iris-versicolor
+89,4.940450785538812,3.2976008249770254,1.6605754306188865,0.24361301954264278,Iris-setosa
+90,5.400469235491013,2.4398327708028065,5.2031956777603465,2.2472788827191414,Iris-virginica
+91,6.315785240452907,2.666465197334578,3.658151672472461,1.1018489471339308,Iris-versicolor
+92,6.5301750453421485,2.6672267345022003,4.408059703980299,1.2013222956993095,Iris-versicolor
+93,6.118198499470049,2.419023310222885,4.1229318185127,1.3250106036000355,Iris-versicolor
+94,4.673622234002223,3.229191604183856,1.5942980052880311,0.2690050917826495,Iris-setosa
+95,6.368131711601332,2.931350798079926,4.790214266186177,1.7367938154516023,Iris-virginica
+96,6.8460762192792375,3.0218264917822673,5.931188763184379,1.8428931163130498,Iris-virginica
+97,6.227273263480422,2.9389761003488744,5.06377437857953,1.706833298855476,Iris-virginica
+98,5.097881529579281,3.171780900343211,1.4344011032587962,0.14886209015795,Iris-setosa
+99,4.972509860562782,2.72663886708744,4.538257335650035,1.2101864207853932,Iris-versicolor
+100,6.484734374654423,3.040650467480365,4.582597111333635,1.497222238995575,Iris-versicolor
+101,6.745802231682017,3.399546820364048,5.424590188333881,1.802574889684674,Iris-virginica
+102,5.720242552643196,3.1027131958116394,4.955519466628308,1.844853274519533,Iris-virginica
+103,6.259282520808747,2.575670563347472,5.305700077320051,1.7591527515074776,Iris-virginica
+104,5.446182065687364,3.149968770495698,1.5293259882035128,0.27398652344208757,Iris-setosa
+105,6.5237526159277515,2.2986815142432735,4.359886694836025,1.1829738694059284,Iris-versicolor
+106,5.983324355975073,3.0938867816700895,4.318009352620491,1.0732502591212252,Iris-versicolor
+107,6.379397230741196,3.055180849757348,5.006332684878115,1.249102023777294,Iris-versicolor
+108,5.699720374080217,3.105782007309417,4.405093221604411,1.4414367789527436,Iris-versicolor
+109,5.058088894847649,3.865467238116831,1.7558499701471928,0.6025084818207707,Iris-setosa
+110,5.1465902512903074,3.474927620326481,1.409761245840202,0.1619108273065034,Iris-setosa
+111,5.901175142731726,3.1207609989185383,5.778076105700724,2.188782474296784,Iris-virginica
+112,4.271488492553104,2.9711008672877455,1.6102371192916063,0.20590044604472593,Iris-setosa
+113,5.936952036389499,2.9458701002667254,5.190499438678651,1.9787984702729213,Iris-virginica
+114,5.310027069748432,2.778331456381899,4.966599916342148,1.4246786322657352,Iris-versicolor
+115,5.284907530199918,2.7440427048870206,4.731074724665547,1.991069085056639,Iris-virginica
+116,5.9338066834904115,2.839582097402063,4.953742166964939,1.8642693354491204,Iris-virginica
+117,6.214251241287115,3.2936691406518523,5.281136367015165,1.5740574189255834,Iris-virginica
+118,5.876493883292684,2.7953326352115444,4.373069623182795,1.5426807866870769,Iris-versicolor
+119,4.750637614881098,2.583230174618563,4.6154853963944324,1.1782477729789231,Iris-versicolor

iris/tvae/4/2/test.csv

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