a

iris/tvae/4/0/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.95223182860676,2.8941990870138703,5.221068544208321,1.9382898523450665,Iris-virginica
+1,5.725798763769055,3.3395673837463766,1.4819980342491075,0.23312382590848577,Iris-setosa
+2,6.25608188056014,2.988478370104422,5.0285172144592885,2.1832647100389364,Iris-virginica
+3,6.833567044070491,3.2023866108694437,5.14507059814063,2.1106733881062825,Iris-virginica
+4,5.636487469119132,2.078081607064789,3.649894069026079,1.228995080631917,Iris-versicolor
+5,4.979807349122501,3.292324163612584,1.3033450708887326,0.2650235991239924,Iris-setosa
+6,6.530003875365418,3.0280205113137013,5.056670952335986,1.545527701383571,Iris-versicolor
+7,4.99990189089788,3.520394323746719,1.648464956018329,0.1303571599259302,Iris-setosa
+8,4.927843390332726,3.2099643085414953,1.3559367062501093,0.21997533938386382,Iris-setosa
+9,6.342243934617871,3.133332559697544,4.195130845289265,1.226637601781766,Iris-versicolor
+10,5.6214709096433,2.611872443545609,4.6122142474973025,1.4235860439325987,Iris-versicolor
+11,5.791499197192461,2.947694034262461,4.561578448464789,1.2888426234055474,Iris-versicolor
+12,6.21583334219971,2.9158446530307867,4.9750837797579095,2.050222177098948,Iris-virginica
+13,6.167553490998071,3.1459104056190026,4.481183989047351,1.3687590856238487,Iris-versicolor
+14,4.8631067369733145,3.0294532116007757,1.5757676828083835,0.16642161123561067,Iris-setosa
+15,6.57220518717962,2.816907001362549,5.633683844847125,1.9480695614947965,Iris-virginica
+16,6.493405699755195,3.1000960063676093,4.629285320356834,1.8446412624213329,Iris-virginica
+17,5.214301039989392,3.1768069363587204,1.2921170038738075,0.07433914607727668,Iris-setosa
+18,6.954446365388677,2.9869604018163947,5.423654225595145,1.9489277074122748,Iris-virginica
+19,5.935255256678191,3.097606360367653,4.896541959237756,1.629724568898214,Iris-versicolor
+20,5.309443496148528,2.7478510830306493,4.306766673549546,1.1572431000777161,Iris-versicolor
+21,6.659977217884306,2.988812704397028,5.295293385008415,1.9702402977749733,Iris-virginica
+22,4.862305948475449,3.438082107225178,1.245446520737776,0.04256329523540103,Iris-setosa
+23,5.8836235743045675,3.0783135144282268,4.482304614173966,1.1968560573915445,Iris-versicolor
+24,5.654902990505163,4.201591248988911,1.1464129262671443,0.29187567392291947,Iris-setosa
+25,4.907460081761859,3.454996446317936,1.5441532494245516,0.11990926326457851,Iris-setosa
+26,5.096217929396551,1.9880459184027677,3.989438915677746,1.1562689579056915,Iris-versicolor
+27,7.010650988166263,3.863594166508391,5.6507359502090395,1.8502862497948394,Iris-virginica
+28,6.755757190772322,3.1491236842221433,5.240149873759566,2.5342354321662457,Iris-virginica
+29,7.431274378526245,2.922252141806453,6.008636360110774,2.003886080623396,Iris-virginica
+30,6.135709618268525,2.933917822834935,5.138182232824843,2.1385992172847477,Iris-virginica
+31,5.190018314576932,3.5502554429703186,1.2116846400635657,0.4422385333008062,Iris-setosa
+32,5.946528459194622,2.4318397328988413,4.734449936856468,1.227444413481386,Iris-versicolor
+33,5.1628895314323895,3.688530063845481,1.6834449517756989,0.16834880708976302,Iris-setosa
+34,5.04664089548649,3.205796493322352,4.866386269869539,1.9811417996364302,Iris-setosa
+35,5.89191608587839,2.8591075135364767,4.346828743936497,1.2091145789523567,Iris-versicolor
+36,6.82022825408073,3.140871174101647,4.837672728630908,1.6180384652573199,Iris-versicolor
+37,5.875366453797142,2.171429944209907,3.723632125920009,1.3394900048214127,Iris-versicolor
+38,6.255477835509558,2.7803786203584844,3.996140093914085,1.7091314869285086,Iris-versicolor
+39,4.865477480370556,3.23869831425528,1.8049272755010448,0.2227472194185264,Iris-setosa
+40,5.134457449050194,3.5045599099814657,1.5700616019674156,0.4685487990949626,Iris-setosa
+41,5.968454497503327,3.3455716899712447,5.041268352020371,1.4561138392652577,Iris-versicolor
+42,4.751133040611643,3.348907780306182,1.3821644308649021,0.19011971826546492,Iris-setosa
+43,5.370301999799598,3.3565631406833525,1.7654113167499936,0.41280517154846963,Iris-setosa
+44,7.182200816135294,3.097453895431942,6.227170195074166,1.8438331591370771,Iris-virginica
+45,5.693023297218199,4.096744130402959,1.6847166130432132,0.3904376473945466,Iris-setosa
+46,5.213596160818333,2.45526873015096,5.102600368932408,2.197349395496449,Iris-virginica
+47,6.873691434932996,2.7983509755079963,5.968825077479453,2.1019876801519057,Iris-virginica
+48,5.689450242142429,3.3277000405830623,5.103879376177638,1.84809571492982,Iris-virginica
+49,5.2011619364826265,3.6571208698713207,1.635309560957289,0.20576285171631495,Iris-setosa
+50,5.233474957165162,2.701265032893967,4.9335334205370245,1.695499279993134,Iris-virginica
+51,5.593421790474944,3.468891864492253,1.439827723568666,0.29636091355766436,Iris-setosa
+52,7.181268185232452,3.2789191180769244,6.795841735162777,2.2119062799457634,Iris-virginica
+53,6.869783024645111,3.293037705128005,5.812841238631881,2.2503779295684683,Iris-virginica
+54,5.626476830674705,2.7796704214204815,4.33802138757832,1.6650886541122474,Iris-versicolor
+55,5.713142387578637,4.226154713880969,1.7483981518307286,0.4520519654022916,Iris-setosa
+56,5.2064744140985475,2.2788072364975847,3.857117769584461,1.2169556286407939,Iris-versicolor
+57,6.47729811061695,2.7573495887223682,5.002366087449758,1.7319989792112656,Iris-virginica
+58,6.127814652119363,2.9017761409012937,4.382741938631363,1.677801061216646,Iris-versicolor
+59,5.576417220798883,2.920461443546386,4.380583018600487,1.6009191611690505,Iris-versicolor
+60,5.929458297472485,3.03695284205317,4.556872141098819,1.9263219122832347,Iris-virginica
+61,6.163731470778461,2.5604698347668267,5.7219550989083,1.9382663894386742,Iris-virginica
+62,4.539710401104658,2.6315659610156734,1.3093105364172504,-0.016883781510632967,Iris-setosa
+63,5.9676958506675435,2.6373128234823793,5.189091160096742,1.897505778408324,Iris-virginica
+64,5.041285910867012,2.4447660503787545,4.019386299170186,1.133888507707471,Iris-versicolor
+65,5.068824501257447,3.113436242496114,1.4967328215772695,0.40411896562896343,Iris-setosa
+66,6.097098879273747,2.9637127001526604,4.28314728762116,1.567098687436252,Iris-versicolor
+67,5.864533588069226,3.0459862318659945,4.094730410118336,0.8157421890914754,Iris-versicolor
+68,6.208488723930142,2.9843849791273986,4.7610427232578925,1.2981901532028506,Iris-versicolor
+69,5.298254561544696,3.5341739977132742,1.4616691145453344,0.2521762269131794,Iris-setosa
+70,5.416210058902136,3.620279049462649,1.4113756217446873,0.2599040997622222,Iris-setosa
+71,4.7779909848371735,3.172783331067683,1.6447334795469062,0.05037997811153705,Iris-setosa
+72,4.914966874428217,3.0440773222059536,1.3378684875046813,0.2606958923862084,Iris-setosa
+73,4.569443866441556,2.629121336960464,1.1892664163352027,0.18843191592994535,Iris-setosa
+74,4.9365045965564285,3.5688565555258727,1.484060608646885,0.16037043231640263,Iris-setosa
+75,4.7009963817494125,3.0708047052596648,1.504598419229331,0.18459545827850532,Iris-setosa
+76,6.525134396385103,3.377468853540738,5.641750329220027,2.53791506165213,Iris-virginica
+77,6.0309931911977515,3.052255823372267,4.417675491179295,1.3962745684627529,Iris-versicolor
+78,4.931826470282145,3.5095254330153876,1.5114619784498846,0.20386505756740197,Iris-setosa
+79,5.302534570264872,2.4849161829935063,4.012759248089921,1.3399700434113293,Iris-versicolor
+80,4.997312212831143,3.3022334651099357,1.4426185671641585,0.313943744224806,Iris-setosa
+81,6.579445400301313,2.640048275958511,5.2285884661038695,1.6444306473477033,Iris-virginica
+82,5.687343069875137,3.936412342423356,1.655317244210491,0.3072413920964598,Iris-setosa
+83,4.838332420877443,3.3892587531293756,1.3892951585845614,0.2224475644888116,Iris-setosa
+84,6.496467126128803,3.148981295313152,4.877065466972875,2.2203891927126405,Iris-virginica
+85,5.821316118617546,2.631495106852224,4.01600755907996,1.2943006942505981,Iris-versicolor
+86,7.0322212971579505,2.667122321058123,5.658652715807156,1.904312655637589,Iris-virginica
+87,4.868146748493132,2.992322952738846,1.7308207907227313,0.08384603141078384,Iris-setosa
+88,4.97563672019489,3.315471470729985,1.467093140590909,0.30378690062711533,Iris-setosa
+89,5.525097759599637,3.1266371512576345,1.604077700394641,0.20228590019027315,Iris-setosa
+90,4.857635216996792,3.4312093741327634,1.627245434049294,0.08025227730299919,Iris-setosa
+91,5.854762606324922,3.0339742816305835,4.199285302725385,1.4937161386434974,Iris-versicolor
+92,5.564312574130938,3.022175622348218,4.890949857400518,1.5380077209256562,Iris-versicolor
+93,6.481511474125434,2.626334061863152,4.629997990745935,1.78511326969259,Iris-virginica
+94,4.81443847220155,2.8805124209440063,1.0816485080757765,0.19608545178880926,Iris-setosa
+95,6.450248606551027,2.8239125507785383,5.387304938033236,2.257830595671137,Iris-virginica
+96,5.621379272684141,2.6373408271548695,4.886376888441019,2.1009893049209474,Iris-virginica
+97,5.4105904455406,2.4072105031538475,3.677239799506907,0.6749044786516533,Iris-versicolor
+98,6.281238870109852,3.467622826704081,4.601084467423672,1.628743722311951,Iris-versicolor
+99,6.24377909290713,3.211148045488342,5.296320107968111,1.8798287788574561,Iris-virginica
+100,5.485936310786101,3.514151541214872,1.6385372488528354,0.23653535334181458,Iris-setosa
+101,6.062209730686481,2.5841843596532175,5.14315083447635,1.6179054080784623,Iris-virginica
+102,5.061716226660155,2.515200705743258,4.092443964589721,1.305392466154162,Iris-versicolor
+103,6.5191528130534095,2.9369816001405034,4.154103490870482,1.4514139930005903,Iris-versicolor
+104,5.95206965102282,2.657886684523688,4.790536126101754,1.6713751022868957,Iris-virginica
+105,6.0100274209249,2.6349004847768307,5.140775849268846,2.589857694513542,Iris-virginica
+106,6.11358964695677,2.9368176239574044,4.78358519914383,1.5475368103227838,Iris-virginica
+107,6.006276977416707,3.085565483478865,4.6590058235216,1.5473264906863182,Iris-virginica
+108,5.381662809687325,3.3919943638396086,1.59430692815182,0.047277766119708714,Iris-setosa
+109,5.329197511087014,3.3191052466190047,1.6208069145932502,0.4179045496696489,Iris-setosa
+110,6.5483544186354745,2.996032023352127,4.895952230407563,1.6791046379309047,Iris-virginica
+111,6.517479250394967,2.8850668652166016,4.467633311237216,1.531458771266283,Iris-versicolor
+112,5.072187373397908,3.1793100981546307,1.6584861521210907,0.2295641657411899,Iris-setosa
+113,7.0914686376605935,2.986364431989861,5.384608085196474,1.8395106884977728,Iris-virginica
+114,6.174265643135659,3.0337085898112726,4.516212558425855,1.800990949614559,Iris-versicolor
+115,5.2885244332587655,3.484254693956651,1.5226691554262581,0.593156070505899,Iris-setosa
+116,6.0358867880604485,4.003170223001033,1.3511597598426206,0.43648792685344195,Iris-setosa
+117,5.919999096499967,2.429736182577922,5.0829360692109,2.214577511599732,Iris-virginica
+118,5.306101573229934,3.6317705011305192,1.3906929502513439,0.36846020684847025,Iris-setosa
+119,6.577623135766939,2.9827788142396874,5.526409295265237,2.032562251726239,Iris-virginica

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
+0,6.173637694454074,3.631071298808319,1.4637337922360842,0.20377912270373544,Iris-setosa
+1,5.942271457033852,2.9333474232096757,4.88835829660268,2.0837189929394717,Iris-virginica
+2,6.31973468971746,3.1116052770228704,4.502820936240361,1.0741706436128555,Iris-versicolor
+3,6.1600886757031965,2.881346862147601,4.926625082109782,1.8640218389488974,Iris-virginica
+4,6.398637068456659,2.883106432093054,4.4374078224118625,1.446397854701695,Iris-versicolor
+5,4.32568442749267,3.0100480039361317,1.5133704292158028,0.33265981436001557,Iris-setosa
+6,6.638446499838769,3.280806793151895,4.712291582533905,1.4877270371207747,Iris-versicolor
+7,5.910003182302513,2.444508120883195,3.878934255979981,0.7326128595652633,Iris-versicolor
+8,6.870919787905676,2.6604213970870245,5.20687709969458,1.6497559575968683,Iris-virginica
+9,5.671046902430936,3.144222000713883,4.214705440843449,1.4023087164424488,Iris-versicolor
+10,5.632600067806794,2.7154270222069266,4.835616937409854,1.8096651085452535,Iris-virginica
+11,4.326144081230336,2.5757526470812118,1.3154812927615123,0.1849748938041575,Iris-setosa
+12,5.204072896805117,3.3886910987672914,1.1706049120199586,0.4926690253957602,Iris-setosa
+13,6.687273237864628,2.768012608261029,6.242404351911058,1.7621051431687476,Iris-virginica
+14,6.444968392743583,2.876828206354081,5.098394728316027,2.1193029342160212,Iris-virginica
+15,4.593052761999153,3.007658228655845,1.3683990552855814,0.19567754865228143,Iris-setosa
+16,5.262060474197743,3.8095165517862357,1.7644587704349977,0.48580961060103983,Iris-setosa
+17,5.864293367290408,2.714853844990131,4.480802954090446,1.2130440354739718,Iris-versicolor
+18,4.779416346174084,3.119650916720747,1.5096278074330167,0.02190700273896909,Iris-setosa
+19,5.686608797658086,3.5263623909324484,1.4311220645574185,0.3064146538269585,Iris-setosa
+20,4.859143363575661,3.577420678856069,1.5211438400127981,0.3281156224524825,Iris-setosa
+21,6.8675729093232025,3.457309350326205,4.993976935607266,0.5514361418303356,Iris-virginica
+22,5.602654831195671,2.928166870175165,5.0679182953314035,1.3991474430465944,Iris-virginica
+23,4.890454090614408,3.2085225851952686,1.4486120372051203,0.11991396360881562,Iris-setosa
+24,4.766683592886272,2.7254919208062045,1.347300168289993,0.27078361376461324,Iris-setosa
+25,5.896261845712612,3.1952349936193025,5.2112440095770465,1.7596088803242218,Iris-virginica
+26,6.35487535470276,2.648532829852177,5.01611406438297,1.7851391362434128,Iris-virginica
+27,4.915157247244713,3.3493378192455725,1.5238044208132435,0.20047156653896445,Iris-setosa
+28,6.093148647662501,3.278871758090035,4.887358524880676,1.281058790366917,Iris-versicolor
+29,5.634753879924743,2.773708407527115,4.003523242503327,1.1960826285107653,Iris-versicolor
+30,6.029575608669625,3.1876409612970145,4.998323346387199,1.3000803682609758,Iris-versicolor
+31,7.344079811578162,2.4257214921177006,6.835378002597305,2.3710130931536684,Iris-virginica
+32,5.718527853594196,2.960165231902264,5.23233270668184,2.023884442723596,Iris-virginica
+33,4.842314064375194,3.5233408053164084,1.6482123854585775,0.2046877632043,Iris-setosa
+34,5.922711399328144,3.1642461190005196,4.655343756099059,1.6599170950155147,Iris-virginica
+35,6.3300796205063,2.973699586910568,4.3741230409169765,1.5867503341584648,Iris-versicolor
+36,4.7800875506414116,3.401616510600541,1.332309586693066,0.03896871082953157,Iris-setosa
+37,5.86046326519084,3.6949521783500128,1.7431366063750349,0.39673894627586015,Iris-setosa
+38,6.555212056695256,3.0253886628694935,4.410731139033195,1.388683024445864,Iris-versicolor
+39,6.438871108134606,2.7935076109926946,5.183365461359145,2.097901739729945,Iris-virginica
+40,5.073586840102456,3.3525040767399488,1.4135140624523579,0.10528435773978395,Iris-setosa
+41,5.2347336650737235,2.338269443003312,3.865382269585066,1.2117847911710615,Iris-versicolor
+42,5.236114677063999,3.755708908089828,1.4663038657196181,0.4721572633740202,Iris-setosa
+43,5.776595997332699,2.1621430382988915,3.847755046515693,1.2948676217174664,Iris-versicolor
+44,4.983949998361801,3.360859615015306,1.5211264063270775,0.1332711086496822,Iris-setosa
+45,4.469825060967156,2.435580254011046,1.2185317289341335,0.18797199265214765,Iris-setosa
+46,6.470280427691284,3.1374780585942523,4.77008432590908,1.200913554289576,Iris-versicolor
+47,5.588537123033309,3.5695195846802754,1.4918542547818607,0.17608208007777917,Iris-setosa
+48,6.386323899965453,3.0042317185630245,4.666590666638946,1.8464475518652284,Iris-virginica
+49,5.31012950151908,3.3006653377888346,1.543866126370144,0.41383150086788756,Iris-setosa
+50,4.6655535162721105,3.019402286855861,1.4670612735606392,0.1869684295943813,Iris-setosa
+51,5.359022070762654,2.746424668206479,3.879726344976288,1.5908121524755876,Iris-versicolor
+52,5.863462020953964,3.108598816877865,4.4616437821763375,1.6909352439236423,Iris-versicolor
+53,6.721671729394933,2.621399592888747,5.408616101691711,1.8824903770252446,Iris-virginica
+54,5.452426214802127,3.4800912992331763,1.495688954671095,0.01054487073476551,Iris-setosa
+55,7.645834730374054,2.512184572058783,6.2186496936409315,1.8306618539115258,Iris-virginica
+56,5.361018023605283,3.386823731319827,1.5331884569149121,0.1856788001034741,Iris-setosa
+57,7.007199727047589,3.2406355781723306,5.903959290205611,2.516035743950062,Iris-virginica
+58,6.108447053299418,3.1088107702422856,4.7223300830691395,1.9424589488026212,Iris-virginica
+59,6.274317032477888,2.962174969326064,5.119522413263337,1.4976843111273173,Iris-virginica
+60,6.439907345941611,2.71555736261491,5.2958563419378,1.4890068480180663,Iris-versicolor
+61,6.454405365595056,2.9737343697258263,4.816966573132913,2.2726410705077797,Iris-virginica
+62,5.706296227143229,2.8105549986955647,4.31897651238584,1.3259442857824095,Iris-versicolor
+63,4.780699234328833,3.178237623559685,1.285879360486838,0.09760882455615788,Iris-setosa
+64,4.708890311138272,2.965128863071776,1.436004401214166,0.37651251790162554,Iris-setosa
+65,5.187757234961409,3.429873517724097,1.7250313513495792,0.2916793367183354,Iris-setosa
+66,5.324085602613858,3.5284996877255566,1.5275917915788495,0.23779008954027012,Iris-setosa
+67,6.563133129429307,2.6735424873027767,4.126314887145039,1.3768324286725733,Iris-versicolor
+68,5.652643832854311,3.44332017054689,1.5586029734781366,0.23654286227885457,Iris-setosa
+69,5.951519106948023,2.7953140900847226,5.033923643447567,1.724624287773654,Iris-virginica
+70,7.242298248589068,2.8842809207567432,6.893524112424123,2.2506835375106,Iris-virginica
+71,5.925672162656869,2.858155087104313,5.089277765622214,2.3446890436687235,Iris-virginica
+72,5.538637754876357,2.8319625188229023,4.408918221671268,1.3413032975734236,Iris-versicolor
+73,6.257598808536165,3.182255044940547,4.798097816413219,2.0667090557474417,Iris-virginica
+74,6.587934357408468,3.3967572601714755,6.130078706230547,2.4739459236880155,Iris-virginica
+75,4.874372870155445,3.339005720301451,1.61004345102345,0.2347541418220827,Iris-setosa
+76,6.137811223821138,3.2846086996083326,4.931104852481077,1.5874017501906468,Iris-versicolor
+77,5.424599177961198,2.3837725923314186,3.8226720372545784,1.4376177260264695,Iris-versicolor
+78,5.065278701051937,3.5039190123840203,1.3897963977311734,0.31084567790921047,Iris-setosa
+79,6.897999797851368,3.178201593492254,5.390828196704463,2.3160556636934126,Iris-virginica
+80,6.140285945408139,2.8208023499116655,4.860024663950171,1.8374815983953567,Iris-virginica
+81,5.58776660847714,2.868463157763297,4.093605827987942,1.041524908284273,Iris-versicolor
+82,6.1783356425850116,3.073934837294554,4.884481375050472,1.4783618321501797,Iris-versicolor
+83,5.115201252460762,3.517139460636949,1.5139857794046656,0.6128291200622933,Iris-setosa
+84,6.147162748276457,3.070933913120461,5.011094193852374,1.576731751516051,Iris-versicolor
+85,5.118584736217178,3.2504224140022897,1.6314969067271905,0.2633117990523096,Iris-setosa
+86,5.296697530835962,3.077836032152621,1.4012243589101576,0.10461387671719963,Iris-setosa
+87,5.296274411249507,3.188161352973397,1.8399659781417994,0.6471140563931529,Iris-setosa
+88,4.889447213342902,2.919770412904933,1.40430423462069,0.2180919172277971,Iris-setosa
+89,6.52729455897665,3.423456115939321,4.953139490411271,1.7827494433336326,Iris-versicolor
+90,6.279381900024631,3.137051206351223,5.009184375969057,1.6725529007245317,Iris-virginica
+91,7.129624173028173,3.2022405637492297,6.256324259667039,2.5364841794241135,Iris-virginica
+92,6.537440972728004,3.181620450633404,4.414880541115199,1.5694622924301462,Iris-versicolor
+93,5.0045210057547855,2.956363123584171,1.4402552401873643,0.1443223265384161,Iris-setosa
+94,4.977818660593122,3.303989878803013,1.688486628178984,0.3206713829168204,Iris-setosa
+95,6.2043869863257886,3.2458376082886398,5.01645438952575,1.956134206329684,Iris-virginica
+96,6.7306375643992045,3.4849872078718804,5.19543609454201,2.1133977333318854,Iris-virginica
+97,5.163824759609553,3.4638668915620325,1.2541872750010998,0.31274175799375503,Iris-setosa
+98,4.96732209198135,3.56745072926477,1.1801764846081764,0.15737940204280151,Iris-setosa
+99,4.986378953684036,3.1838969016717615,1.197328527607849,0.09722283253850303,Iris-setosa
+100,6.854495641475869,2.973157885808329,5.895195735340227,1.857182493387556,Iris-virginica
+101,5.208986021886558,3.39623153842302,1.6973540673165708,0.08474947136297456,Iris-setosa
+102,5.266431347759501,3.975768524495675,1.4185553362823466,0.3571628719983321,Iris-setosa
+103,5.3791136253038925,2.6515126368084303,5.284383705583558,2.0452141133832584,Iris-virginica
+104,5.116543258606354,3.4527979674406297,1.5249324206519699,0.4524794800206234,Iris-setosa
+105,5.93071521504616,3.3558198832270656,4.633784146579662,1.547097375595421,Iris-versicolor
+106,4.912800523777342,3.3275501096831195,1.2153440956928065,0.23737404365357098,Iris-setosa
+107,4.778547352232425,3.139209619158771,1.460307262514602,0.3038187122641443,Iris-setosa
+108,5.031532646025493,3.1523356319306792,4.953822242925836,1.769020355096597,Iris-setosa
+109,6.7121307225532,2.877998320910062,4.3014491465291185,1.3065740501333236,Iris-versicolor
+110,4.749687193715911,3.1794783140578784,1.5651721304352302,0.19726622151485063,Iris-setosa
+111,6.302313893323466,3.0626815528427827,4.721183573816692,1.3883144264050915,Iris-versicolor
+112,6.4256991589501276,3.293327206848795,4.666981608349732,1.4743637216166228,Iris-versicolor
+113,4.604867513492871,3.232974540919832,1.5807302202659885,0.3598558877050828,Iris-setosa
+114,5.076937479151906,2.432193807695059,3.467734570594449,1.0696950891991328,Iris-versicolor
+115,6.293981119674042,2.8381465124945184,5.389844640559266,1.8475532390528178,Iris-virginica
+116,7.3078808896782625,3.2040515016885687,6.279360552788246,2.1015144189524166,Iris-virginica
+117,5.807524444444276,2.889750736904444,5.048498873536345,1.5778368681965358,Iris-virginica
+118,6.551901964030997,2.5636875381545012,4.8507646758445775,1.8672547316996813,Iris-virginica
+119,5.175684743504272,3.6282996108286953,1.3814040937409529,0.17464309430826275,Iris-setosa

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
+0,6.39939274316146,2.883788872241217,3.890573174262184,1.3748326911780953,Iris-versicolor
+1,6.198918893367086,2.9662887036159935,5.13430479189089,1.9318736856299183,Iris-virginica
+2,4.659281453970967,3.2817700074918195,1.2907777544264802,0.23060025202210993,Iris-setosa
+3,6.606425765204859,3.333230350366956,5.187867218267511,2.082156029603354,Iris-virginica
+4,4.633010057144702,3.0623106590025486,1.3034502478228063,0.12826514805237516,Iris-setosa
+5,6.328088151039897,2.9494862136049944,4.726857421636402,1.6212253187345795,Iris-virginica
+6,6.339402861010215,2.637240315342518,4.410269191313189,1.3073916308176732,Iris-versicolor
+7,6.505789840450712,3.0812047823980175,4.290834503316377,1.4204235035901822,Iris-versicolor
+8,6.999692132253737,3.403645063776782,6.358663365075459,2.2508278570734146,Iris-virginica
+9,5.625822924315256,2.972390589287221,5.016262533350658,1.8965588591619498,Iris-versicolor
+10,6.269317008932278,3.189288338747654,4.70945509839071,1.6350425547779905,Iris-versicolor
+11,5.1027761658883115,2.984684173441245,1.3543947440420672,1.1284851651126342,Iris-versicolor
+12,4.408560461115578,2.479246372837304,1.1070072409785117,0.2462833761580027,Iris-setosa
+13,5.112231565417861,2.5680330205244157,3.644598498988473,0.7259015861519214,Iris-versicolor
+14,5.158303243472844,3.2846554758032314,1.5170461013137553,0.2853439951579235,Iris-setosa
+15,6.0258330955644395,3.104041616993992,4.9350583723976555,1.472829461534785,Iris-versicolor
+16,4.765088805257811,3.274449170449468,4.507769398794756,1.3645365267256726,Iris-versicolor
+17,5.488486921830021,2.6575510653125356,5.64737460700496,1.828156997422138,Iris-virginica
+18,7.038595813892694,3.079618281270773,5.5689244776840425,1.657461549017459,Iris-virginica
+19,4.948436979718294,3.508887007102329,1.438687294660952,0.3521091382671646,Iris-setosa
+20,5.377200848287105,2.6829593035592976,5.528235691569586,1.7884045966907813,Iris-virginica
+21,6.15501796890968,2.518320770524543,5.044899596838128,1.9120640176885968,Iris-virginica
+22,5.40017841617365,3.5351149633552046,1.5452134711867558,0.17025553248570852,Iris-setosa
+23,7.308727968544167,2.818425575026399,4.520004446091026,1.5003934655501587,Iris-versicolor
+24,5.597481575197585,2.927561483346508,4.464006742180087,1.537582818283963,Iris-versicolor
+25,6.668110618651182,3.379920663072407,4.713950087334149,1.5075797175934558,Iris-versicolor
+26,5.813596803374919,3.676722764004172,1.4752998333412128,0.31545054766275576,Iris-setosa
+27,5.214917748686739,3.591431959760002,1.5948184958828384,0.30349300470637425,Iris-setosa
+28,6.6027370419231985,3.0264140804785455,4.839022341592621,1.5730279454018303,Iris-versicolor
+29,6.165403823833773,3.200333235066849,4.74181304035234,1.9480624460719824,Iris-virginica
+30,6.515180257998526,2.9611144606646738,4.8941638886939325,1.6777345578238843,Iris-versicolor
+31,5.4318485317283836,2.9151642707327916,4.426805914888288,1.4034503452375788,Iris-versicolor
+32,6.430650593172768,3.3680301037303715,5.403272363681132,2.2940330245980243,Iris-virginica
+33,4.944301344590537,3.4307455954772315,1.3609692886881002,0.2181416543109697,Iris-setosa
+34,5.176964869606528,3.292476036000786,1.398575827273802,0.20858190269835072,Iris-setosa
+35,7.325669660099265,2.6551458316201435,6.391943551409404,2.1884187591378157,Iris-virginica
+36,6.047456890342951,2.556562152979133,4.396731816980615,1.072969017041998,Iris-versicolor
+37,5.900633322899879,3.116556668201351,4.2439891823531415,1.129775344381401,Iris-versicolor
+38,5.017660658776902,3.2684775887649735,1.6425019807485395,0.13716620301088944,Iris-setosa
+39,5.155043170445245,3.2877671350233397,1.503491688034457,0.3238693477755157,Iris-setosa
+40,5.082350579684666,3.435966321276514,1.382254915083951,0.17903740206915147,Iris-setosa
+41,6.20460664233845,2.8080891727412727,4.997037962743788,1.5282703269743674,Iris-virginica
+42,5.4233988083534825,2.604283425930889,4.272230420159951,1.2644665316560926,Iris-versicolor
+43,6.415719855646542,2.80108083922283,4.53964428303211,1.4486675322797296,Iris-versicolor
+44,5.500235416093988,2.622088940746008,5.04487944494131,1.0915566503324245,Iris-versicolor
+45,5.477773292521691,2.371712323524174,5.480297806846019,2.1922716072606563,Iris-virginica
+46,6.196228348458024,2.962498655389548,5.014792126075133,1.875574042634514,Iris-versicolor
+47,5.597012311490976,2.687310372620229,4.3737596288733265,1.3808582222681944,Iris-versicolor
+48,5.436094297878143,3.5335497585991664,1.8561486333264376,0.4839556410630279,Iris-setosa
+49,5.158076556690036,3.457250757767178,1.1967340052708655,0.22317402687168353,Iris-setosa
+50,5.4299836346792505,3.5853907152134896,1.4181095133743598,0.5019688027863544,Iris-setosa
+51,6.497718238284314,2.9036547160199384,4.740586500425222,1.5243533760093881,Iris-virginica
+52,6.239810240180163,3.172012674447555,4.910519779375367,1.0566465258410216,Iris-versicolor
+53,5.246626145871093,3.5762640777429793,1.5323430867836945,0.38408183009278696,Iris-setosa
+54,5.372891403460384,2.4726611547399777,4.2991877369052425,1.1548418801749714,Iris-versicolor
+55,4.916825888615039,3.062376721863152,4.708508814583014,1.333028256292681,Iris-versicolor
+56,4.9613220133357725,2.930929985580932,1.3984218631751288,0.24515693827580864,Iris-setosa
+57,4.836405044763076,3.009976757259193,1.3971323193576957,0.21522832517286286,Iris-setosa
+58,4.703322169311226,2.8820302827828894,1.3866758059409303,0.1560631011586505,Iris-setosa
+59,5.802075789297088,2.990076171459953,4.674017534069471,1.3610793250462208,Iris-versicolor
+60,5.114638232394812,3.296709048101985,1.6207195565736414,0.2922827824719312,Iris-setosa
+61,6.027635994718497,2.8727656830359254,5.224079603515214,1.9877540716762776,Iris-virginica
+62,6.93587363585311,3.0170337418519275,5.503484424214019,1.8863146702035436,Iris-virginica
+63,6.250803183573943,2.856719869143154,4.681521205408736,1.8054117304602844,Iris-virginica
+64,5.068873051906322,3.510192308614713,4.7302861719933045,1.6887439027449789,Iris-versicolor
+65,5.510415007280806,3.6434025457429744,1.6231984934710868,0.24077935147516333,Iris-setosa
+66,6.185269263578191,2.7745742071349664,4.654457955140625,1.1025247820761113,Iris-versicolor
+67,4.811385483914483,3.6604733004429573,1.4927479885616806,0.2877198653758145,Iris-setosa
+68,5.008195331315026,3.27247419992991,1.5854484284267039,0.21806637929457404,Iris-setosa
+69,5.207076976588114,3.6394974958355464,1.2683256478705318,0.3633524698913664,Iris-setosa
+70,5.842857309478302,3.8876609221046126,1.9583711442195182,0.28394931490780245,Iris-setosa
+71,6.514905021749968,2.7515873291356243,4.194178200367869,1.5021038985855377,Iris-versicolor
+72,5.483968915056499,2.5741260849222414,5.408827853206177,1.927007836491022,Iris-virginica
+73,6.283218429495236,2.43537681657193,3.795372346152851,1.452694845692276,Iris-versicolor
+74,5.392546074754457,2.6658348389003024,4.590081994708374,1.4593478303089908,Iris-versicolor
+75,7.409965634512901,2.7668758988865116,6.004940855238019,2.2669220111806467,Iris-virginica
+76,4.926567653749972,3.393984542085931,1.6066536194428949,0.48788149316518575,Iris-setosa
+77,5.025503243184727,3.112875641472332,1.5016448415973198,0.09138046063295444,Iris-setosa
+78,6.124877466038321,3.0625426840113508,5.041678881833818,1.8472644231293165,Iris-virginica
+79,6.184416484871038,3.071069329673182,4.68282929023777,1.5374919712269135,Iris-versicolor
+80,6.8311027216999545,3.0641185439664214,5.054883051268072,1.2782619663064296,Iris-versicolor
+81,6.81076309550908,2.9925447599898427,4.585174265748845,1.5291613286093262,Iris-versicolor
+82,5.126992497041043,2.5550778961382976,3.945429577760158,1.292669893323196,Iris-versicolor
+83,5.1128203616663725,3.3228433526733006,1.7240237235340792,0.4083902016501303,Iris-setosa
+84,6.333273749774817,2.985700079591266,4.404179175254255,1.3963551923097781,Iris-versicolor
+85,4.607435720667733,2.9632263273778494,1.5311556653264948,0.07839580880828956,Iris-setosa
+86,5.429454690656592,2.843035208286671,4.679177931920341,1.6703099240459238,Iris-virginica
+87,5.096774701974743,3.2812965170032826,1.3798947024046038,1.3365024820340738,Iris-setosa
+88,6.433190767201883,3.0381718171852525,5.564736517659016,2.1576464898269108,Iris-virginica
+89,6.443043020165765,3.191921824367192,5.668419009331063,2.1591632839000456,Iris-virginica
+90,5.153551806322207,2.928063551133483,1.2269672388690034,0.11396994290196649,Iris-setosa
+91,6.1528047071208585,3.3073768592337887,4.899390061045388,2.0378896125987445,Iris-virginica
+92,5.027821490118194,3.226215786826642,1.5746199781258512,0.2284503790341771,Iris-setosa
+93,5.397265919297475,3.795573706141292,1.4973396253972437,0.35345704135659506,Iris-setosa
+94,4.80733360057038,2.893041349870985,1.6165930858942008,0.20628930307183577,Iris-setosa
+95,6.547558522905901,3.1453332196056607,4.956293050825726,1.851794931360294,Iris-versicolor
+96,6.451328041952594,2.445719486575246,5.740598860065455,1.8087278443335628,Iris-virginica
+97,5.356787390355739,3.7995208811928336,1.6541901458752601,0.5489437836165745,Iris-setosa
+98,6.52818539083163,3.1464517877845024,5.731133405665697,1.8976068789717169,Iris-virginica
+99,4.706749692952693,3.493255561796906,1.2790263912621538,0.15409365716748277,Iris-setosa
+100,6.458040734044959,3.2127087988963545,5.658330864478507,2.0404701371008493,Iris-virginica
+101,4.500464475071444,3.014252823971474,1.4900378627774273,0.21520249979978454,Iris-setosa
+102,5.061421118210638,3.555221709399186,1.488015093870699,0.4252470022306959,Iris-setosa
+103,5.319678655990875,2.5005403764904206,4.178147452067518,1.1679260071222728,Iris-versicolor
+104,7.649137611077631,2.6362110698159085,6.747920427238589,1.8801249864889897,Iris-virginica
+105,5.622010279218471,3.6217725340289437,1.4495131516482904,0.33796086343616205,Iris-setosa
+106,6.382122343337304,2.739308913781516,4.900150207868767,1.4147931083383256,Iris-versicolor
+107,6.797939391962843,2.754874621502388,4.8971883051914284,1.3329458249807067,Iris-virginica
+108,4.886110701005945,3.316134488285062,1.6551342857636375,0.22474001789157846,Iris-setosa
+109,4.79204557570569,3.4755097613509722,1.4950557804456606,0.34987331906319763,Iris-setosa
+110,5.619153968837663,2.5180675945872704,4.744878916092537,2.0453376374564884,Iris-virginica
+111,6.917585389187581,2.7060427621090075,6.168919260780406,2.2129626679944074,Iris-virginica
+112,5.785412524150903,3.355777365852438,1.4554502777771094,0.35320008356719945,Iris-setosa
+113,4.789755456703674,3.449589101436641,1.3390035864433438,0.16767372994920368,Iris-setosa
+114,6.433522246629896,2.6632505355804375,5.082190042125707,1.9359936627895897,Iris-virginica
+115,5.437831320548122,4.130133687936386,1.4596207128279715,0.10630049194420224,Iris-setosa
+116,6.328314084949126,3.0612752223458206,5.760602274167274,2.135678614827515,Iris-virginica
+117,5.267855678095214,3.4837465845026117,1.6752675679218187,0.23108769696523435,Iris-setosa
+118,5.717764640739037,2.793938265370615,4.888015725582872,1.7115674313534166,Iris-versicolor
+119,4.588584103660681,3.3137990045118073,1.522544209864866,0.07124076314654498,Iris-setosa

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
+0,6.09907305196494,2.8324177257151915,4.8452434056667775,1.574637245043071,Iris-versicolor
+1,7.103744515249249,3.5542169617529615,6.3492735408003655,2.528797070073314,Iris-virginica
+2,5.23248891276098,3.4284727447989223,1.7030796357840887,0.3707394239253475,Iris-setosa
+3,5.454061942016871,3.418425036230332,4.814197811550015,2.0541585133079012,Iris-versicolor
+4,5.958989622223435,2.753764101559261,4.036076709413623,1.2906133648180307,Iris-versicolor
+5,5.012964198923126,3.1720899945742995,4.767356482265872,1.976771990436618,Iris-virginica
+6,5.360479155727937,2.719982621105814,4.2465039818224986,1.4477231879768695,Iris-versicolor
+7,5.762187891174152,2.557771600014903,4.118326828884769,1.2067308176833254,Iris-versicolor
+8,4.757186728813181,3.1690190655665136,1.3427363955071254,0.12883585678526782,Iris-setosa
+9,5.040530722387906,4.281052931135096,1.536539985168252,0.30475492661414555,Iris-setosa
+10,4.831303276996804,3.2753084294852726,1.5601392281983104,0.2978502822114681,Iris-setosa
+11,6.1627994225426175,3.2174915865057114,4.525568397585841,1.208780092300342,Iris-versicolor
+12,7.480401190864619,2.855250477218472,6.310543984757457,1.520766835614908,Iris-virginica
+13,6.449673082603422,3.09831688426474,5.674694217301337,2.2254456852734825,Iris-virginica
+14,5.842235325230172,3.0249513506381485,4.842973373688796,1.4396925289526523,Iris-versicolor
+15,5.367096245915774,3.885935941195612,1.4613079583243704,0.3588282142077971,Iris-setosa
+16,5.326943397372654,3.6536369532412363,1.5130663332712346,0.5905487557281546,Iris-setosa
+17,5.538256152768127,2.774183187804005,4.239321706607447,1.2181925524289432,Iris-versicolor
+18,4.959428477782151,3.2652331693541394,1.5080124249879185,0.2051492600605018,Iris-setosa
+19,6.2056788149404545,3.1447838107306505,5.793371742235544,2.3315630154995093,Iris-virginica
+20,4.919780546330988,3.076685642001917,1.5992082673931531,0.30524493327002156,Iris-setosa
+21,6.2771613100116825,2.78811242849844,5.345628051590568,2.040993684006038,Iris-virginica
+22,5.230282888103609,2.375939700600869,4.403116071839431,0.9995329914508868,Iris-versicolor
+23,6.717566069631793,2.6807629207258477,5.135782299427634,1.6146772384216659,Iris-virginica
+24,6.562244444831886,2.4836206203821307,4.9004285195506645,1.7246245898739314,Iris-virginica
+25,6.26642270350729,3.144190373739466,4.718013517948738,1.1946044091062715,Iris-versicolor
+26,6.292844620112196,2.9739986266949283,5.318109384196571,2.1058923565922925,Iris-virginica
+27,6.046752669659132,3.03263134789131,4.775896018073593,1.6038860206646246,Iris-virginica
+28,5.026397882008345,3.2323347273862737,1.5840457845213005,0.1599766951140668,Iris-setosa
+29,6.794928699640191,2.953572050601164,4.998941610249109,1.301998640208196,Iris-versicolor
+30,6.377596251607514,3.17202973658329,5.019957909627635,1.852231027622808,Iris-versicolor
+31,5.871966773463248,2.450203343079348,4.224271664137677,1.3244299059858387,Iris-versicolor
+32,6.753654402265005,2.699549851903643,4.641448585659033,1.5128291612703986,Iris-versicolor
+33,6.078753378490311,3.1457218231533806,4.377053014373692,1.617102997030507,Iris-versicolor
+34,5.414467092074618,2.6268830276285566,5.197214620944722,1.7200672120816713,Iris-virginica
+35,5.168514137442434,3.8625817725524128,1.480438683262183,0.3156464984946715,Iris-setosa
+36,7.4095571686703945,3.7867599511747243,5.793365086538859,2.3883023095395077,Iris-virginica
+37,5.911391398351637,2.7446129460776496,4.040997167776647,1.2641993956552566,Iris-versicolor
+38,4.89764959830901,3.192823892296679,1.4889559244933686,0.31155319684645466,Iris-setosa
+39,6.853653252290026,2.7860716871307387,5.061887241416432,1.9518864242521747,Iris-virginica
+40,5.970651601735977,3.0867724183879015,4.976281003686322,2.1295047804985017,Iris-virginica
+41,4.880517924243408,3.292055918544152,1.4128254674688807,0.23383275361081868,Iris-setosa
+42,5.323719270511672,2.6966890698356454,3.9777474522922653,1.26899746598529,Iris-versicolor
+43,4.840104387445417,2.9706829209448573,1.5294254616425877,0.09269113304873844,Iris-setosa
+44,5.378834095522137,3.2860252282516225,1.448967659388581,0.2273701715886411,Iris-setosa
+45,5.84744631180976,3.4264007095106748,4.968761976129654,1.465883870314491,Iris-versicolor
+46,5.1915840389578385,3.779595846110704,1.5994250143746593,0.3273537647537459,Iris-setosa
+47,6.126861792808729,3.3052195111184384,4.863504773679692,1.763691509704675,Iris-versicolor
+48,5.962408084664875,2.7328695488650823,4.393783917913613,1.4565752225941695,Iris-versicolor
+49,5.709611708959012,3.9033467060691343,1.8145215411599682,0.2695843157315468,Iris-setosa
+50,4.611795288601552,2.982924182521964,1.440194423891763,0.1389543077566235,Iris-setosa
+51,4.969541277714329,3.2400787068256918,1.7138500193856432,0.08804563815727587,Iris-setosa
+52,5.315151329778357,3.326164083767231,1.448228599313016,0.5518851018013451,Iris-setosa
+53,6.922878690709766,2.8237052887973575,5.860470887425681,1.8841450494140137,Iris-virginica
+54,5.6970706141621426,2.701017633434391,4.270036372867185,1.2342681587215236,Iris-versicolor
+55,4.997096984644436,3.760471605027243,1.3649248734437371,0.1292560696277157,Iris-setosa
+56,6.638316112663777,2.725104143090413,4.444327926185837,1.816664007423383,Iris-virginica
+57,5.480731836865574,3.8131430442758836,1.9791883826880234,0.2409085895589084,Iris-setosa
+58,6.065278552345348,2.8991334811021146,4.78299809152355,2.195079920813469,Iris-virginica
+59,6.078538901351613,3.065043396282736,4.249108084934117,1.3658726887425061,Iris-versicolor
+60,5.779343119070989,2.9129522403625403,4.534045167524386,1.4059765503444575,Iris-versicolor
+61,6.143723961342373,3.112874283383532,4.3998823056902845,1.1038249414237438,Iris-versicolor
+62,6.215364499420303,2.9276650631846426,4.805792748711006,1.3475457993616664,Iris-versicolor
+63,6.793797248803886,2.920214124030833,4.6309255533922595,1.4972067462985432,Iris-versicolor
+64,6.828310284779255,2.669939963509262,4.885662240331286,1.7538375983571437,Iris-virginica
+65,5.352238808803924,2.046088303242198,3.954419320114367,1.1714388602494665,Iris-versicolor
+66,6.743225096161796,3.4065402303242287,5.306411720905636,0.6765909635429788,Iris-virginica
+67,6.869084162277996,3.25739160142495,5.499458735002717,2.324099887609705,Iris-virginica
+68,4.920997563074915,3.5443620155757105,1.5879990299164493,0.039008105165398044,Iris-setosa
+69,6.193193956882986,2.921290222592967,4.843902246350458,1.2005631233835334,Iris-versicolor
+70,6.229537972061309,2.741245510840309,4.959154267363419,1.7069171567373629,Iris-virginica
+71,6.8651860298922,2.997866744450817,5.691990711760764,1.8374724968001124,Iris-virginica
+72,4.87247283805942,3.036036769259625,1.4701431904530535,-0.0030358522662449205,Iris-setosa
+73,5.648496824013328,3.2637900766116266,1.2676252411088802,0.06874189999103406,Iris-setosa
+74,5.151365083937557,3.21091218727573,1.4267513474402398,0.054387952587727134,Iris-setosa
+75,5.548815733472356,2.5480052669983313,4.029522757749135,1.1690860658489726,Iris-versicolor
+76,5.231940286792748,3.354985868638328,1.3650482531319545,0.3171416029852105,Iris-setosa
+77,4.661216662351588,3.15305956249723,1.4130167979461452,0.13417292130863404,Iris-setosa
+78,5.118754767315811,3.3577651476385717,1.5526846263472345,0.6391029029872819,Iris-setosa
+79,6.247561504794151,2.9794267132592247,6.060189358414118,1.6794790930794092,Iris-virginica
+80,6.317838727319137,3.28051190492496,5.527450348849161,1.8377638423354759,Iris-virginica
+81,4.990083912579182,4.16248211001097,1.251999582594577,0.35268320117520635,Iris-setosa
+82,5.22192061548304,3.2882546340365963,1.5351670887804616,0.20622221596438606,Iris-setosa
+83,5.882314334347752,3.382946534078994,1.3700232618533148,0.13495784120628498,Iris-setosa
+84,4.916680171424843,3.4790826032380626,1.5998433162589976,0.2863782244790431,Iris-setosa
+85,6.604722910959145,3.017641199692104,5.707403644144907,2.45419915172463,Iris-virginica
+86,6.11861275541345,2.4905952530674735,4.550662244915276,1.5968679385740396,Iris-versicolor
+87,5.8201733460259755,2.695848265190462,4.3322403408872905,1.2116990021921459,Iris-versicolor
+88,5.50630926728047,2.721851174627331,4.488951096966074,1.3184040085528541,Iris-versicolor
+89,6.063949355885562,2.977566998395428,4.4769383256647615,1.4709644732996543,Iris-versicolor
+90,5.975535648720302,3.1213319528398347,3.906244917648709,1.4486989441763172,Iris-versicolor
+91,4.681784660962769,3.141584953649657,1.2533478273100478,0.3546663913195797,Iris-setosa
+92,5.288963567704644,3.518436326217047,1.418997888225218,0.21580623551395317,Iris-setosa
+93,6.048249255635808,3.215683680761063,4.628048021347838,1.624959498391544,Iris-versicolor
+94,6.057445441849361,2.975942948427972,4.69390477192383,1.4526975073393096,Iris-virginica
+95,6.851059048492793,2.927164668705573,5.010806434742361,1.5148698400548286,Iris-versicolor
+96,4.57489862807314,2.640514820585514,1.3476625940732725,0.37895391860995703,Iris-setosa
+97,4.977259759200767,3.375707147528243,1.7513758738013738,0.3872362826964525,Iris-setosa
+98,5.697481901351041,2.824250426534094,4.5563009508470635,1.6018302442600019,Iris-versicolor
+99,6.06035059365377,3.523680355731133,1.7883162721278243,0.18357672851654627,Iris-setosa
+100,5.457916243771567,2.8308216659122682,4.645605881772021,1.6630792949720776,Iris-virginica
+101,5.142628779425973,2.909673292810646,1.557342248039497,0.07547336745959546,Iris-setosa
+102,4.894711517647752,3.3135463352993706,1.338408495334511,0.2791036111573577,Iris-setosa
+103,5.656237462855063,3.0801200274502563,4.591574895994708,1.4617610114828574,Iris-versicolor
+104,5.210333714212741,3.545070989098382,1.5669700973592198,0.13655435501622837,Iris-setosa
+105,5.28832114623363,3.7983353073086783,1.2736945977587464,0.3446439081610071,Iris-setosa
+106,5.761186102275046,3.4917188885210333,1.469353207305525,0.2772458553069022,Iris-setosa
+107,5.224875706066723,3.585812476037402,1.526925293143441,0.4527313001307345,Iris-setosa
+108,5.383789031875633,3.4834228237934006,1.494873518946675,0.21305069994365938,Iris-setosa
+109,5.6266113350177,2.774369107033648,3.9926966401205917,1.3930888933720662,Iris-versicolor
+110,5.064079459128928,3.153528386084308,1.5868677861683587,0.17030332597655584,Iris-setosa
+111,5.5172683594640315,2.95296279217881,4.652877988066837,1.4647164499801753,Iris-versicolor
+112,5.875833366295897,3.1083796210192807,5.5950710443875895,1.997605053483181,Iris-virginica
+113,7.128214163253383,2.9918060609797843,4.71381518777607,1.1610755534315027,Iris-versicolor
+114,5.996420005407259,2.9392646114670944,4.238020697560923,1.3153375156806888,Iris-versicolor
+115,6.57433767025571,3.046011829115739,4.554399784549856,1.7800106446698767,Iris-versicolor
+116,6.4771443793627155,3.067392676573284,5.079724181960402,1.562428373004858,Iris-versicolor
+117,5.962491957467883,3.1123565457025997,4.33167488508749,1.3136628239469064,Iris-versicolor
+118,5.162947677430392,3.5428908808555533,1.4604056194755,0.10436699256468998,Iris-setosa
+119,4.84198588313485,3.2683618616204275,1.5915826297336215,0.16620368248072165,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
+0,4.66271728024059,2.8372721730340724,1.4081775320201615,0.19488674536634812,Iris-setosa
+1,4.179318952365776,3.1504710501698954,1.1679635376219974,0.4016716517306982,Iris-setosa
+2,5.1102573776442695,3.4674333989920716,1.1337873940990382,0.20223325188111502,Iris-setosa
+3,5.0470764621368005,3.260180118943114,1.5758300378175027,0.11532335261875146,Iris-setosa
+4,6.394546942025463,2.610652794755732,4.397875918922688,1.2027264349035547,Iris-versicolor
+5,5.685527225620478,3.205671502466619,4.6801149300441995,2.0856795333547273,Iris-virginica
+6,4.671755469040289,3.035076160158308,1.6400829601828804,0.21313035132678904,Iris-setosa
+7,5.309752172850061,3.2533830876919807,1.6710569155242325,0.44920235951810766,Iris-setosa
+8,6.758784243428857,2.955329936519622,5.649559197371092,1.750626159585348,Iris-virginica
+9,6.641868676552636,2.9132733226167566,4.170374059478926,1.2644938323073995,Iris-versicolor
+10,5.2619268692835925,3.6693652642902284,1.5264050310407133,0.48982671347673074,Iris-setosa
+11,6.381539709609884,2.649474746483811,5.178117351530852,1.8371784381517609,Iris-virginica
+12,4.79617959952253,3.1093385051316482,1.4379503017462223,0.15343484033872248,Iris-setosa
+13,5.216568438913476,2.9409889035206995,4.231594453423496,1.3329541500970132,Iris-versicolor
+14,5.889119969315332,2.688736943925963,4.849692976988193,1.8566850268613662,Iris-virginica
+15,4.980277248659388,3.280628422536734,1.2861223185422883,0.03620405410002367,Iris-setosa
+16,6.555068798650798,2.8958638338099942,5.04851068975814,1.5497343995450497,Iris-virginica
+17,5.599278223926489,2.2313501845576105,3.743692900798679,1.0028889058426,Iris-versicolor
+18,4.535875662945815,2.9949994121037893,1.5150733501479687,0.20324237263462896,Iris-setosa
+19,6.583548291311033,3.1490481302585294,4.416708827701734,1.6001762298584834,Iris-versicolor
+20,6.346680550264782,2.9953669786680095,5.3733895705105965,1.8312495479886275,Iris-virginica
+21,5.4810423849488,2.718008037742251,4.797577918095356,1.629322749297979,Iris-virginica
+22,6.353817356731463,2.646279300727275,4.328162166341823,1.6251312099736785,Iris-versicolor
+23,5.787006885663353,2.9860428472442204,4.440731620341116,1.2379994026610288,Iris-versicolor
+24,5.319869225566991,2.8028592727006822,4.964088951574347,1.976221294447968,Iris-virginica
+25,4.405518154503224,2.8722186066637403,1.436699694577369,0.1018175586534697,Iris-setosa
+26,4.7481529524096375,3.3102245235529892,1.6045885670501596,0.12806146722177658,Iris-setosa
+27,4.936155311515885,2.7127608442747384,4.1511066024599375,1.4620135274243782,Iris-versicolor
+28,6.7231521697461565,2.6527081627490015,5.759594797125141,2.043086464972974,Iris-virginica
+29,5.840325612473618,2.2728609969444795,3.6268237771030645,1.0178248380733277,Iris-versicolor
+30,6.359394669430497,2.8094372165661805,5.102580601885085,1.4869521420299112,Iris-versicolor
+31,5.010397645791799,3.219523003069018,1.4623404263199493,1.2397599497703922,Iris-setosa
+32,5.9365862693319995,3.002054922337665,3.934066961907922,1.3151735472883908,Iris-versicolor
+33,7.511732534501435,3.840929110307951,6.269117364512659,2.1652002314478596,Iris-virginica
+34,4.410756295380752,2.303706349260781,1.552138252610851,0.22470985136972163,Iris-setosa
+35,6.683722464247767,2.9821749815012284,5.00607188238871,1.7137731778763767,Iris-versicolor
+36,6.596199946330687,2.9915165259361634,4.72271231861614,1.6355092153093171,Iris-versicolor
+37,6.200123414373378,2.9678891864026204,4.606567384013455,1.5667338838543847,Iris-versicolor
+38,4.703229879934921,3.1879581510573187,1.5979063922603554,0.13725582752613263,Iris-setosa
+39,5.674033196895664,3.1410693449598828,4.54271824759758,1.34871769460025,Iris-versicolor
+40,5.974678295069822,3.15632807554046,4.707833277960828,1.7970143612052454,Iris-versicolor
+41,4.9143715953935185,2.8921659816635175,1.7189407435716026,0.24748935877769707,Iris-setosa
+42,5.265330134176741,3.5282455876672802,1.462778909032385,0.28374171727682024,Iris-setosa
+43,6.41919115444607,2.54210943063939,4.616589841889587,1.2944988974640506,Iris-versicolor
+44,6.9762478201948515,2.570487263068016,5.57178585891711,1.8212046350220965,Iris-virginica
+45,5.138224426527464,3.551255690616764,1.4751062840957134,0.400361295233176,Iris-setosa
+46,5.140345223080857,2.438639579383135,3.6199777149253434,1.6469448612979933,Iris-versicolor
+47,5.6569838341080985,2.5906174090918896,5.181945679090619,2.108408370775035,Iris-virginica
+48,4.66970694343895,3.4471847902666224,1.407882619986891,0.37990724245978597,Iris-setosa
+49,4.938619307770213,3.603886434025425,1.4140683502550317,0.20813366150439774,Iris-setosa
+50,6.50735115593355,2.8711078308633318,4.3906788707235425,1.8244133011800425,Iris-versicolor
+51,4.9796904359955585,3.435076117562372,1.5184288871315268,0.24527157758732226,Iris-setosa
+52,4.912221594804856,3.335509197219925,1.6441879728136901,0.23190982996830337,Iris-setosa
+53,5.537569224955186,3.6577638500469414,1.4320307035192779,0.3093404406702175,Iris-setosa
+54,5.3259918338918055,3.593499286911377,1.6030110766049113,0.15313886217570605,Iris-setosa
+55,6.678528715872144,2.826231283164232,4.70057318772119,1.6037538420780622,Iris-versicolor
+56,6.188532626703584,2.6771171651454857,4.112294671072225,1.2663972941169765,Iris-versicolor
+57,7.254802175953554,2.791410642899571,6.430012833888875,1.9210769003438695,Iris-virginica
+58,6.478630771292229,2.5448290890615786,5.293567904914419,1.5217183521387252,Iris-virginica
+59,4.909023082236619,3.263730427662502,1.169058968403105,0.030787711602652312,Iris-setosa
+60,5.656537826689896,3.295148872355481,1.6000627909446485,0.11577977030398484,Iris-setosa
+61,6.28801139790479,3.2050596093011388,5.576456872040054,2.3229091429575224,Iris-virginica
+62,5.19949112357372,2.6475295945011474,4.1801106981179865,1.6519031707575444,Iris-versicolor
+63,5.213801699109323,3.5078953309446432,1.633818537615329,0.1807599640571721,Iris-setosa
+64,5.183701607557645,3.354975974663111,1.6281078325799592,0.21118150106382355,Iris-setosa
+65,5.67997740140357,4.034706828367891,1.6891385982553984,0.23929000171105352,Iris-setosa
+66,5.208209864767123,2.550829483901457,4.065751388544921,1.0103807149235735,Iris-versicolor
+67,5.226869059628991,3.568419188286841,1.7166079420340223,0.2565832531193247,Iris-setosa
+68,4.757566642683047,2.9946494335285005,1.6075708337240529,0.1567240934564622,Iris-setosa
+69,5.98913092400829,2.437704793531352,4.2375036954282,1.2898791155184357,Iris-versicolor
+70,5.672021108091121,3.633988207938458,1.5627690914747367,0.38986218463408623,Iris-setosa
+71,6.319203980432725,2.889504811189687,4.396011842340791,1.4345872580967458,Iris-versicolor
+72,5.417333473379542,2.4821343751396525,3.9170755691666312,1.0100193483154898,Iris-versicolor
+73,4.337690703923169,2.822235847659639,1.4144630510369582,0.39274350736426233,Iris-setosa
+74,7.206272449649665,3.1583268187911995,5.708974060039235,2.337463157392027,Iris-virginica
+75,5.212985309481946,2.519091570400442,3.666434353363716,1.2549908085592298,Iris-versicolor
+76,5.545128164125412,2.7830353753481853,4.7913550131288885,1.4558174507532275,Iris-versicolor
+77,5.260225587978896,2.8027788041840944,4.479234260656111,1.332393175755314,Iris-versicolor
+78,5.433219994831499,2.489849188903383,4.387536564709004,1.4491319468065673,Iris-versicolor
+79,6.579974500980535,2.476454103524492,5.4473000602205,1.6285378014798964,Iris-virginica
+80,5.012866155235021,3.579864901504429,1.4548626116464218,0.3402888760659888,Iris-setosa
+81,4.916511170686963,3.1596792568345933,1.415771116713916,0.10042286973400741,Iris-setosa
+82,6.32568403738342,2.6160716996538524,4.249475406660054,1.3072849126472021,Iris-versicolor
+83,6.137148218712152,2.560489913470966,4.741393864549319,1.4758830254487263,Iris-versicolor
+84,5.430422461707167,3.649633101866883,1.8691667986996643,0.4471900863742353,Iris-setosa
+85,6.031036810067599,2.668798706390087,4.90430472034716,2.0148712733849443,Iris-virginica
+86,5.482203936045169,2.8457721136447676,4.940988985758023,1.7668681069275258,Iris-virginica
+87,6.0652504940237035,3.1182652571187215,4.3844195926890315,1.2901469305791702,Iris-versicolor
+88,6.2829563751685775,3.10688068590183,5.1822756900500515,1.9267358201145752,Iris-virginica
+89,6.563494457346584,2.8843483481179484,4.7832383073747735,1.4550214953259917,Iris-versicolor
+90,5.2135461530617455,3.734949933390187,1.498612397304378,0.5029919352535669,Iris-setosa
+91,4.929990055799448,3.463116092805552,1.4131700832904477,1.842416038503129,Iris-setosa
+92,5.010165453423689,3.516149528242935,1.6053336332624637,0.2208967816541514,Iris-setosa
+93,5.476645569775344,3.4202662394260113,1.6999594236603173,0.6132159870913245,Iris-setosa
+94,4.954013016292844,3.290894981654876,1.51037116608802,0.139153044726186,Iris-setosa
+95,6.245643960508604,2.771577286297784,5.479768497279855,2.183276509043319,Iris-virginica
+96,6.510676956201942,3.0784004324197416,5.491291923357821,2.0445706100495986,Iris-virginica
+97,5.102514180078483,2.7480399708413956,4.386567728257604,1.2698083499749355,Iris-versicolor
+98,6.1431658047063085,3.145194488683415,5.414177228824394,2.005471987519286,Iris-virginica
+99,6.116648686337437,2.8374140312540814,4.978756081705871,2.061716463873918,Iris-virginica
+100,6.263840372465973,3.442209022225583,5.399228273557291,1.8899286855877095,Iris-virginica
+101,6.566506408922388,2.4264587825111232,5.976390893431093,1.665382203597939,Iris-virginica
+102,5.083120520640647,3.3410664950797457,1.5073381381602116,0.19333517250354781,Iris-setosa
+103,6.074901657147721,3.0376911261988035,5.156706970055322,2.1970661538386644,Iris-virginica
+104,6.350705469603515,3.291420388565748,4.825529015750125,1.289160511810133,Iris-versicolor
+105,4.696124167535928,2.9463051440515033,1.6147402729785045,1.5471658846984186,Iris-versicolor
+106,5.359184078336138,2.8217528668096747,4.623844745379647,1.5879277773416403,Iris-versicolor
+107,4.82097888547128,3.046107396160794,4.7844283525157,1.2176094366350965,Iris-versicolor
+108,5.388955914620697,3.095072806205094,1.540604044106123,-0.05783222189039289,Iris-setosa
+109,4.97911698439038,3.2903625806696333,5.177168290622501,1.6150770757610036,Iris-versicolor
+110,6.170875078008402,3.5612259186835047,1.4539804946222523,0.2565247900206379,Iris-setosa
+111,5.572029463135095,3.7349219741993545,1.4044585627799313,0.2582289853024228,Iris-setosa
+112,6.571662652293767,3.0119677003249037,5.136798553549551,1.9196931318146278,Iris-virginica
+113,5.625732616485195,2.577427341352665,4.367209237520421,1.4654874429962192,Iris-versicolor
+114,5.05132980156105,3.302083545989276,1.5139552923865638,0.08708625022144792,Iris-setosa
+115,4.604397455759537,3.289783457165461,1.3752090021124488,0.2244067551361961,Iris-setosa
+116,4.57619336495025,3.0778958086864736,1.62317759246349,0.10931617287268044,Iris-setosa
+117,6.953300828459757,2.8637434815861833,4.590960772854524,1.416158392753599,Iris-versicolor
+118,6.347355033135594,2.8816272525051487,4.48050490850622,1.3886261690324915,Iris-versicolor
+119,5.572236608593305,2.573246473139101,4.127763397782488,1.414828863524264,Iris-versicolor

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
+0,6.485285839399596,3.0457294354297977,5.500313890093445,1.753590782231871,Iris-virginica
+1,7.602311682804369,3.1516346379173354,5.92259726894223,1.976710690423012,Iris-virginica
+2,6.234652830330027,2.7537652259199747,4.809304989194555,2.0377013942206754,Iris-virginica
+3,4.934604023757818,3.0678208150929613,1.5570282407885772,0.22475797766455957,Iris-setosa
+4,6.724556075337821,2.6675479064118854,5.473137771896546,1.6392865939060335,Iris-virginica
+5,6.376459809045326,3.0583078285435,4.492554442075726,1.6738732077802974,Iris-versicolor
+6,4.632169173025066,2.8494207508905687,1.490670683827208,0.3022285050589474,Iris-setosa
+7,6.780609779585158,2.8569396256646917,4.704440341163702,1.3908414048807467,Iris-versicolor
+8,6.814452232098237,3.0081676035502767,4.6434317498993005,1.5788775524027372,Iris-versicolor
+9,5.020567708390319,3.1025061076199925,1.469576338478119,0.4203120108918114,Iris-setosa
+10,4.963528018509745,2.402411734448266,3.8542274866084156,1.2071850856736126,Iris-versicolor
+11,4.988203229486375,3.179934782237037,1.76325409912217,0.539081097669304,Iris-setosa
+12,5.629772516397611,2.9249088335392304,4.056269164267547,1.2113940838658557,Iris-versicolor
+13,6.011242063624231,3.196362091131364,4.884757518137936,1.881791583592222,Iris-virginica
+14,5.6899360829817995,2.5806592435761715,5.237496730153945,1.9996645309399341,Iris-virginica
+15,5.108806594601485,3.242227024084814,1.5344998917285104,0.23503747677125325,Iris-setosa
+16,5.093398483190934,3.1596902859698908,4.572630339735348,0.9210524088900125,Iris-versicolor
+17,5.656454532510302,2.776993217414094,5.350182526397513,1.7113466405001794,Iris-virginica
+18,6.372035552727208,2.738403236542005,5.211364199815438,2.0438005650334845,Iris-virginica
+19,6.316490968606855,3.1230414162147846,5.530309415253645,1.9731861726693352,Iris-virginica
+20,5.819186745666327,3.180773452357261,4.957410588536992,2.029147305210447,Iris-virginica
+21,5.180892929046439,3.416095775532683,1.801411900630925,0.23314722208993052,Iris-setosa
+22,6.8417516516112356,2.830228804205555,4.735124952732905,1.3394539161042747,Iris-versicolor
+23,6.018461546706995,3.1547481152368535,4.291575986080797,1.3418253007965735,Iris-versicolor
+24,7.110643150320823,2.670591579306597,6.23781123225558,1.947227961858382,Iris-virginica
+25,4.748896054832415,2.7816441779870935,1.3675435823144053,0.2669910475051683,Iris-setosa
+26,4.97556585149958,3.8998342769652146,1.4018216467015174,0.2028224513935865,Iris-setosa
+27,6.540315763010111,2.9014986880089477,4.637198162603793,1.4890227905594222,Iris-versicolor
+28,5.287565269155675,3.5113112292036535,1.3856333300199921,0.2737833587249859,Iris-setosa
+29,4.650006425204213,3.2241108502289277,1.5978674221744729,0.04511158992121722,Iris-setosa
+30,6.621289729021454,2.651869363594477,5.230814774437892,1.8959010500498554,Iris-virginica
+31,6.761245171641513,3.039651067307694,4.3624924185685465,1.8207743833875119,Iris-versicolor
+32,5.836817228515885,3.841999100325341,1.639117780709629,0.3278669775989644,Iris-setosa
+33,7.136261407863205,2.97322529776992,6.413361353826547,1.9523993995413733,Iris-virginica
+34,5.798415028944967,2.957483669647275,3.8896585696353743,1.621592907046615,Iris-versicolor
+35,5.649624055233412,3.760460433877132,1.686775092755159,0.16568258861263196,Iris-setosa
+36,4.796509526389183,2.723379989457678,1.3829247452420703,1.4129568401443624,Iris-setosa
+37,6.045856924517499,2.8154379087459773,4.686570021802402,1.6157407747035966,Iris-versicolor
+38,4.601213329410963,3.089314984020514,1.6733683261797223,0.34673845973509604,Iris-setosa
+39,6.2119699717172345,3.0825661828498223,4.542510047365396,1.2443232671520768,Iris-versicolor
+40,6.676288293257654,3.198457422929464,5.473681059793013,2.0824485383541336,Iris-virginica
+41,5.026207612848607,3.0887556876246776,1.5584763949140261,0.2152810953553272,Iris-setosa
+42,6.272684787589081,2.999327408549353,5.224020465087713,2.3661920446786855,Iris-virginica
+43,5.106360657476376,3.307025063197955,1.5811939796327048,0.36884422607320944,Iris-setosa
+44,6.80247885948962,2.926326485292198,4.2962462090961955,1.6259527514372922,Iris-virginica
+45,5.396590850925234,3.7992284591599046,1.5529612508105533,0.575960466820719,Iris-setosa
+46,4.935160176515863,2.4414272214019643,4.338555992344945,0.7663450463471504,Iris-versicolor
+47,5.102238692535838,3.2569790991304437,1.5601379932572075,0.23923345720453512,Iris-setosa
+48,4.636723591372135,2.878426689107829,1.507390862317891,0.2319082981973533,Iris-setosa
+49,6.934349411526872,2.7692352053271585,4.627734252374671,1.543309047907101,Iris-versicolor
+50,6.458902377048339,3.100194331260655,4.579107291155022,1.5250030024363843,Iris-versicolor
+51,4.751692102787329,3.284732651973455,1.601495308220317,0.05002594502810345,Iris-setosa
+52,6.297501202623866,3.003145494035281,5.53467106659169,2.380349042806038,Iris-virginica
+53,4.899281111516479,3.567225028136689,1.4705941896898602,0.20635825662099425,Iris-setosa
+54,7.441147811409656,3.0892776155092783,6.050833677058556,1.8947007301676968,Iris-virginica
+55,7.107131885322525,2.8611418725327042,4.845420896106583,1.6630593067671926,Iris-versicolor
+56,5.385948399337261,2.8063774373094716,4.727109209636357,1.428737313700389,Iris-virginica
+57,5.441278955286027,2.5556904082305185,4.1238083616296555,1.8946185411162886,Iris-versicolor
+58,5.3813729292162495,3.746206917051264,1.5279066514327613,0.3687537654007648,Iris-setosa
+59,5.789658467803566,3.8717314219625494,1.674764899008159,0.40245018635295404,Iris-setosa
+60,5.656249713064257,2.9280033501767964,4.782536097443825,1.6834718774918174,Iris-virginica
+61,4.905448522648502,3.2234326192462563,1.68027778976475,0.1741032522188617,Iris-setosa
+62,6.683826571076717,2.852395677796816,6.241436779196861,1.9620517246527234,Iris-virginica
+63,5.459794123400078,2.8015640977251643,4.772108085609393,1.473838617428307,Iris-versicolor
+64,5.4072781056411685,3.753841006446179,1.3399716132317598,0.3086235467095892,Iris-setosa
+65,5.513657677303926,2.5963628522226134,5.485030335180816,2.0396563898437527,Iris-virginica
+66,6.325849694423729,2.9707852526871257,5.140944691020429,2.030294363448502,Iris-virginica
+67,4.721933291871603,2.853696703236175,1.3259550886399036,0.22545793894346883,Iris-setosa
+68,4.766674954910675,2.954707890039099,1.3408591582198885,0.23090880233675143,Iris-setosa
+69,5.791008182959857,3.935468039719483,1.7536171573518682,0.3223962858829373,Iris-setosa
+70,6.088530615696332,3.2443349956519962,5.343164208490511,2.150058935992968,Iris-virginica
+71,5.538886691697709,3.008844013709291,4.5590930870493445,1.064685043199289,Iris-versicolor
+72,6.499892405342239,3.126587443907851,5.737554322706474,1.6765387131957596,Iris-virginica
+73,4.646406307314421,2.8413888948598798,1.739626824795089,0.18600812478467044,Iris-setosa
+74,5.264951976320706,2.4615135958724275,4.3907762086193225,1.1677924423246875,Iris-versicolor
+75,6.4280434071290795,3.077762687348657,4.352014253732359,1.7007964568956717,Iris-versicolor
+76,4.798218489835952,3.1348182924471604,1.5003801901685154,0.06665206104553345,Iris-setosa
+77,6.202691891038657,3.0587618299163952,4.942251189240279,1.6869118253325386,Iris-virginica
+78,5.561784530911604,2.566244069637577,3.9027067331814256,1.3691793009897544,Iris-versicolor
+79,6.13352813928114,2.9192548551829236,4.104659165443702,1.3254009780459732,Iris-versicolor
+80,6.706725806483926,3.1321416055531737,5.134253759778293,1.319987772144067,Iris-versicolor
+81,4.90182223983833,3.1775091082774662,1.6173430549370391,0.2617020957169849,Iris-setosa
+82,5.475655199520601,2.75761060064996,5.25550724729217,2.017227142721184,Iris-virginica
+83,6.7621065130711155,3.219525419691717,5.566539294847233,2.0387160314988755,Iris-virginica
+84,6.367938989590779,2.958267031618473,5.0601991395598995,1.6354958205664036,Iris-versicolor
+85,5.608947104432151,4.350647716916185,1.6809973503198348,0.357063861322758,Iris-setosa
+86,4.873851924957262,3.412735440242334,1.6074930294442515,0.4796508276757301,Iris-setosa
+87,6.4409881337517305,2.892404970781309,5.205134433760736,2.069184468124474,Iris-virginica
+88,5.058207493262985,3.107867756296974,1.3630465723721683,1.2406332044929462,Iris-setosa
+89,6.593948056818839,2.9164082633931474,4.626380755322032,1.0889657643706725,Iris-versicolor
+90,4.424742707747191,3.058893448838861,1.4869738310770848,0.22387309790570808,Iris-setosa
+91,4.862865004055949,2.926100144776174,1.382059850642706,0.20111163335907728,Iris-setosa
+92,5.29419418485564,3.277963763783693,1.5674286706328697,0.22016977422798478,Iris-setosa
+93,5.333152594798985,4.073289789315516,1.3049880843497745,0.1693240464874641,Iris-setosa
+94,5.210001733777121,3.123838870536229,4.920504317742615,1.304932426914602,Iris-versicolor
+95,5.384252112905102,4.08917085759233,1.117030265865748,0.33412678417936414,Iris-setosa
+96,5.829839789503663,2.750021085302948,4.99161872387544,1.6838140028144355,Iris-virginica
+97,4.9600107999320135,3.3538560029283597,1.684079989275685,1.6955843899088505,Iris-setosa
+98,4.937866388772103,2.98984775516937,5.209315586863781,1.5979615097131834,Iris-setosa
+99,5.9675414192253795,3.2306305835837996,4.844294460091748,2.0207693037019787,Iris-virginica
+100,5.10916143477227,3.4254069963052993,1.6797386688239913,0.28096963105622175,Iris-setosa
+101,4.7724335924961965,3.126873312758299,1.5143747360220141,0.23889341390632424,Iris-setosa
+102,4.988598017866423,3.5128042648568027,1.5628212956138832,0.3189473186186522,Iris-setosa
+103,5.374532437526701,2.325434294575098,4.111660113481631,1.3331612910719368,Iris-versicolor
+104,4.946610741690504,3.433109296497434,1.283360374764477,0.3543059149658228,Iris-setosa
+105,5.421005754204918,2.646101709971758,5.173958719328618,1.6409797161272492,Iris-virginica
+106,5.767503011930878,3.0765829464945678,4.4917682014503635,1.5390267183443254,Iris-versicolor
+107,6.442782881819231,2.5546737092474374,5.326224654330927,1.7193534576264384,Iris-virginica
+108,5.4092894916848655,2.4457946897805183,3.7319942743018375,1.4317275293071212,Iris-versicolor
+109,6.508996854577365,3.2504852301842497,5.662969557586557,2.157263744362116,Iris-virginica
+110,5.7858835518405565,2.9612969419518445,4.46817695370617,1.3435032402843898,Iris-versicolor
+111,4.688664964528288,3.337731344787169,1.3678592575311492,0.09243501858327444,Iris-setosa
+112,7.264875028788882,2.7336756814370857,6.047193077709159,2.0777552996191333,Iris-virginica
+113,6.886718436262786,2.811799895544095,4.7529578502047745,1.3071078227340982,Iris-versicolor
+114,5.4980701709765905,3.855759293905415,1.589457351293628,0.4215714197939313,Iris-setosa
+115,5.00613220544182,3.215171090608177,1.7476731731918325,0.2545291509912114,Iris-setosa
+116,6.626697792783598,2.927985693955174,5.907209277659723,1.8952189001656,Iris-virginica
+117,7.063778263566874,2.7386582344657193,6.325643474567838,1.9999444108466062,Iris-virginica
+118,4.980471998698235,3.098818488529023,1.4862550049690422,0.058621005145649746,Iris-setosa
+119,6.340016145025922,3.2138436748721015,4.584211289728679,2.067283729410625,Iris-versicolor

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
+0,5.76982252340027,2.5419182637366147,4.162741082169677,1.508539953175766,Iris-versicolor
+1,5.8727669857685045,4.146148120849283,1.5728089842413593,0.5502876120189651,Iris-setosa
+2,4.772579146902393,3.014034250406242,1.4855715390254782,0.13178370138656267,Iris-setosa
+3,5.590569842863948,2.3127192254747255,2.98171943236581,1.0469186761323643,Iris-versicolor
+4,7.04037589313428,2.922197153107572,6.693500389090379,1.9543639911831345,Iris-virginica
+5,7.006956339772282,2.4112408750054746,5.941545856553233,1.6121970115327824,Iris-virginica
+6,5.139028744364572,3.8063693988753493,1.5016845430277443,0.22414283028996443,Iris-setosa
+7,5.7035806864605085,3.9644318046711233,1.6276846260481723,0.380563168631047,Iris-setosa
+8,5.079868142527145,3.4832515806735165,1.2047798590497114,0.16737217275591293,Iris-setosa
+9,6.715340037134367,3.0089779395190703,4.575517090907714,1.7770065890967428,Iris-virginica
+10,6.288460947059117,2.4230850687740695,5.024741872841256,2.0345735117425434,Iris-virginica
+11,5.182633669507741,3.306635003643605,1.8046088274312935,0.4365061276886516,Iris-setosa
+12,6.5490534958525215,2.816428242438397,4.695602258900325,1.3477176452633268,Iris-versicolor
+13,6.219377147040461,3.263808352756771,5.062128478764551,1.377217111089926,Iris-versicolor
+14,4.6457903331695825,2.5896449695282,1.3551112232828104,0.20179085259207946,Iris-setosa
+15,5.07213486526364,3.233217813539383,1.3529506397736486,0.15232450754235388,Iris-setosa
+16,6.860234908630048,3.0077446090409636,5.491048433643251,2.0983610446943706,Iris-virginica
+17,5.100472552368777,3.335372450616724,1.5633394363259059,0.15952903642178626,Iris-setosa
+18,5.743080094056345,3.0025714490060404,4.591929994951819,1.6777579394843458,Iris-versicolor
+19,6.123495327232077,3.540653173217788,5.195551575707897,2.2727664431107546,Iris-virginica
+20,5.17785241130882,3.822329322119881,1.3997541969715248,0.30383033198754705,Iris-setosa
+21,5.1915683832025445,3.55284415342987,1.539498426452577,0.2071052171146575,Iris-setosa
+22,6.463369768607244,2.575681058963002,5.316577629833087,1.6730137996476777,Iris-virginica
+23,4.969936927608408,3.03911958515071,1.6565573595093155,0.04365256681512206,Iris-setosa
+24,4.97202789218388,3.0313433878022455,1.2935391710339552,0.23842589230428463,Iris-setosa
+25,4.962619143628481,3.2329914812659792,1.3919267882561874,0.23096591235837252,Iris-setosa
+26,5.92488794255123,2.5983010249465974,3.844092902578823,1.6200520995909882,Iris-versicolor
+27,7.17271355625425,3.366598249878478,6.3547271294917005,2.321219174867332,Iris-virginica
+28,6.254538905583561,2.779082758498003,4.433257650827763,1.5128361167439854,Iris-versicolor
+29,6.067159991647305,3.2754700267816457,4.401909999995619,1.4051319981247512,Iris-versicolor
+30,6.133166968644364,2.6305928192541086,5.768783556017281,1.70720230271906,Iris-virginica
+31,6.317532896239914,2.762816961609805,4.862772266868328,1.8539060366555198,Iris-virginica
+32,5.864533630531716,3.922196372935263,1.6907679588829556,0.4536649408993488,Iris-setosa
+33,5.579107064124107,2.8593691801260976,4.545586902973809,1.208520448605339,Iris-versicolor
+34,6.856708785766167,3.1521889455524357,6.028972402103818,1.8993781529006022,Iris-virginica
+35,6.339201390401252,2.9715581084123213,4.291548228893872,1.668754542245812,Iris-versicolor
+36,6.547222879859521,3.3754159428204726,5.548014976003243,2.3226020339534466,Iris-virginica
+37,4.448688623050417,2.683395017519144,1.3310045904067307,0.19838423387380685,Iris-setosa
+38,5.300171831855834,3.788825604477555,1.475146168304543,0.28035943455236534,Iris-setosa
+39,5.4851883433176445,2.8068334736240854,4.455449667987767,1.3585043224647166,Iris-versicolor
+40,6.416617377926761,2.5495628281036,5.078117033293224,1.9907969344074368,Iris-virginica
+41,4.595003211176375,2.9662572616100604,1.255668004730539,0.21172992751759695,Iris-setosa
+42,5.9892845968494735,2.4008267277692856,3.380317904500061,1.0523589299648657,Iris-versicolor
+43,4.765315983213307,3.4075810513649927,1.270270293109605,0.12410193618446777,Iris-setosa
+44,6.521466958308977,3.1281901558913345,5.072052239213232,2.0531068270747337,Iris-virginica
+45,6.2205682541974,2.4450705139995117,5.092157131276878,2.140028701126416,Iris-virginica
+46,5.736551165016859,2.8958419809619764,4.609411747550975,1.71695572558376,Iris-versicolor
+47,5.155299534569056,3.1564663530524486,1.457672532786653,0.17553371293249342,Iris-setosa
+48,5.981013353041959,3.033800771655488,5.01777477128472,1.1860387847526326,Iris-versicolor
+49,6.517971281358015,2.9906288119770843,5.7737525870470625,2.4597314036521,Iris-virginica
+50,5.6706519156834245,2.7039140739174368,4.875124957428224,2.162441844334491,Iris-virginica
+51,7.406081184309478,3.7681059349520867,7.297689765435818,2.0528273332266735,Iris-virginica
+52,5.0137518034734745,3.253073831310491,1.5114494395452733,1.523326181651869,Iris-setosa
+53,6.99152594495691,3.149388690209077,5.728814647124645,2.164541046524747,Iris-virginica
+54,4.860597343105091,2.9899999070417342,1.704909087244228,0.13021017808218913,Iris-setosa
+55,6.217476872737369,2.778871321067202,5.002858387531539,1.9147383420780237,Iris-virginica
+56,7.0295348020158315,2.725659203460002,5.54383431934712,2.146496093107098,Iris-virginica
+57,4.940438654598783,3.689404800960448,1.5755290001920244,0.19489112468635067,Iris-setosa
+58,5.150974676533822,3.663591728740342,1.597185473963097,0.30867476727371373,Iris-setosa
+59,6.3723314560916675,3.1404442117187017,4.575448889183018,1.5602892225210507,Iris-versicolor
+60,5.813129562427115,3.2429558683459567,4.9465637670219795,1.3795975548774226,Iris-versicolor
+61,4.207353233256535,2.741552573812391,1.2350269480322784,0.23525070866348377,Iris-setosa
+62,6.0707006894310345,2.4585379325840426,4.2409942705565085,1.377963400248792,Iris-versicolor
+63,5.174867495929219,4.037631197581358,1.5354461180363985,0.25362395546807825,Iris-setosa
+64,5.701628484226747,2.830849636784347,5.7344865735403,2.0601670031898847,Iris-virginica
+65,7.133824310731114,2.5190439654753645,6.22896649819756,1.7952449903250067,Iris-virginica
+66,5.10697993236168,2.9679110761399263,1.450653657200042,0.3461557419341458,Iris-setosa
+67,5.990832165758193,2.8538846853989113,5.032333068018831,1.7406021970573842,Iris-virginica
+68,6.456603086138556,3.0788891140216577,4.950840762421329,1.9737436055809818,Iris-virginica
+69,4.954952708707825,2.7365576315716056,4.0647613041296236,1.4360877775893817,Iris-versicolor
+70,5.095092289570154,3.346896189642802,1.5284939312856296,0.32404924116639905,Iris-setosa
+71,5.426300198836709,3.32383163121002,1.5732627444406357,0.5095339806418872,Iris-setosa
+72,7.026876904625328,3.0434067600205195,5.952064833708734,1.9497668012536957,Iris-virginica
+73,5.948990621590939,2.8177005226963336,4.944740538573233,1.8173167875540348,Iris-virginica
+74,5.966099444825,2.6993461574538697,5.115948555138148,1.6126625087664812,Iris-virginica
+75,5.786794163484306,3.667635934634795,1.6372017990159653,0.22887598052998692,Iris-setosa
+76,5.457357881336208,2.536523715353424,5.066023183247642,1.815445326534252,Iris-virginica
+77,6.156133952079098,3.196496960629268,4.908727903938144,1.0898929761406824,Iris-versicolor
+78,5.073803205986325,3.3626481368224157,1.6355838306861943,0.47331523460152564,Iris-setosa
+79,4.791487831772374,3.238528797743534,1.5133418677945567,0.15574269166562635,Iris-setosa
+80,5.407024419172048,2.9509711764643667,5.161712139638375,1.8988016514956103,Iris-virginica
+81,5.815642439713822,2.3657523455019183,3.7627994829123614,1.0766783658773127,Iris-versicolor
+82,6.194451725125555,3.204155956792381,4.263632527534133,1.417107342563616,Iris-versicolor
+83,4.941530759858088,3.1051844011141516,4.778047197190678,1.3608188503868888,Iris-versicolor
+84,4.93761625607597,3.6613518640521945,1.5668442744747784,0.43233227496165016,Iris-setosa
+85,4.521434206129381,3.3486791794412314,1.437664107458486,0.3304345937105595,Iris-setosa
+86,6.247119671190794,2.7032557247781077,4.279368667608918,1.3678722017552962,Iris-versicolor
+87,5.4443181124723,3.6888140334813797,1.3583155405030485,0.2731221223072169,Iris-setosa
+88,5.839998669767707,3.2406769269298565,4.932744916357424,1.85826421860589,Iris-virginica
+89,6.661726765167728,3.260994346812469,5.935759186447051,1.966641261409683,Iris-virginica
+90,6.573393299235635,3.2050962137229093,5.192178264663622,1.9459170563683705,Iris-virginica
+91,5.259540578238905,3.7076940184530183,1.6090826291140627,0.3544510794005159,Iris-setosa
+92,6.010434992527853,3.0847965938201143,4.766404591747608,1.0995639831460244,Iris-versicolor
+93,5.711866670373417,2.7803665429663336,4.984848106904955,1.7614646859498102,Iris-virginica
+94,5.481754435711189,1.7510533970298545,3.369431194757885,0.901696796562995,Iris-versicolor
+95,6.386817162366829,2.781875056896151,4.781919269542514,1.5619810723578937,Iris-versicolor
+96,6.830358526469584,3.20369213552988,4.744920928563419,1.5599088313733598,Iris-versicolor
+97,5.5054572465137,2.415679325435537,3.6887365291200496,1.1599917523226368,Iris-versicolor
+98,6.326543749677124,2.3431441418552863,5.591300070142641,1.9899276202487295,Iris-virginica
+99,5.321661645801254,2.6700699045978213,4.291263023924417,1.3693320765131203,Iris-versicolor
+100,5.868762687940823,2.8575048466905764,4.7954872574055285,1.6849201098414475,Iris-versicolor
+101,6.594923401984456,2.5199939140913226,4.33773773624484,1.3572301081254206,Iris-versicolor
+102,6.040083732795394,3.0714362498073875,4.969513206165562,2.2670414046270513,Iris-virginica
+103,6.197748872175943,3.004781901804534,4.906340653438697,2.223415829618515,Iris-virginica
+104,5.316162840640102,3.5052484455647357,1.608824581990027,0.5127224126106293,Iris-setosa
+105,5.3984849056357564,2.7354530250030837,4.098694976939763,0.8423459636101256,Iris-versicolor
+106,6.936570697030474,3.036228848695495,4.572850608630008,1.2575032129843853,Iris-versicolor
+107,5.1476279472218085,3.2203396844042405,1.834593788090262,1.9358598906416735,Iris-setosa
+108,5.200882807810202,3.2634755517934706,1.4910752916996004,0.1104291649783796,Iris-setosa
+109,6.562636970710716,2.7883343259882354,4.1933332171953275,1.1815299088515985,Iris-versicolor
+110,4.864722625795193,3.1501500404423233,1.6355553129240108,0.234059185161431,Iris-setosa
+111,4.98747053184627,3.356681817802396,1.6459549152950441,0.2550417417886848,Iris-setosa
+112,6.368524707485948,2.7477575641713563,4.028254913295179,1.3114842584822224,Iris-versicolor
+113,4.910351708530122,2.828811429036185,1.444972885777851,0.35146979490597596,Iris-setosa
+114,6.331123721590458,3.065107534324928,4.478209312334991,1.4542544392588261,Iris-virginica
+115,5.401755127992105,3.912862472434795,1.4403205654941655,0.1965506164124765,Iris-setosa
+116,5.199238432616035,2.8456869368063193,5.139712343971927,1.8623595085476181,Iris-virginica
+117,5.929056279530181,3.1969579596651507,4.811691270061969,1.2746983052678043,Iris-versicolor
+118,6.025452968370515,3.009107250733789,4.539013454777921,1.741130767538573,Iris-virginica
+119,6.8843900097467845,2.9305139687953767,4.395489488243527,1.5661732962090613,Iris-versicolor

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
+0,5.713077451286906,2.4391271967690944,4.351154850830457,1.0198979131159753,Iris-versicolor
+1,5.162655629194651,3.3585197144313192,1.5528749324034965,0.35620072975064876,Iris-setosa
+2,4.9924073816933365,3.5557181957793755,1.5188923437145974,0.3629444406759827,Iris-setosa
+3,5.427067966187286,2.4828185006235852,4.204561650244339,1.2956805919530818,Iris-versicolor
+4,6.690429444554209,2.7608505308985056,5.743968426149601,1.5580960604287288,Iris-virginica
+5,4.7606717254757465,3.187857187729459,1.5697743474573287,1.2959462428852337,Iris-setosa
+6,6.3541968331331065,2.7922610223639985,5.174059483434511,1.4957974080346794,Iris-virginica
+7,4.718648318828506,3.0734628010147524,1.5179348555250578,0.05166617923805894,Iris-setosa
+8,6.757240987134926,3.000045782601164,5.717825897285334,1.82429142650875,Iris-virginica
+9,6.5742709013970835,3.266753566125979,5.23150144372604,2.323327778311867,Iris-virginica
+10,4.450019797547822,2.6215210311359005,1.1046366652965551,0.36484335208001073,Iris-setosa
+11,5.926562434091298,2.035185993860445,3.9670778314394894,1.1468502311077242,Iris-versicolor
+12,5.20759066638382,3.3137039542989575,1.3750967418622007,0.4745634689860898,Iris-setosa
+13,5.401315501578006,3.445811295762238,1.609906530073486,0.46120058336830716,Iris-setosa
+14,6.071546801615321,2.7448591146441372,5.33615918816476,1.7163138245054776,Iris-virginica
+15,6.080555773993369,3.1373378980893736,4.548038459864828,1.5895787978304379,Iris-versicolor
+16,6.038550138343531,3.037239083065332,4.942689754257105,2.2223442887909317,Iris-virginica
+17,6.822724038366311,2.868953358054363,5.3728217292258496,2.143288205113631,Iris-virginica
+18,6.354170271961364,2.7801050937920415,4.639599950767398,0.9232722701238404,Iris-versicolor
+19,5.808362993470954,3.017500780095383,4.4863042344225885,1.1841448216785029,Iris-versicolor
+20,6.1241983275492675,2.7610199219303686,4.876070041258241,2.0459106161490563,Iris-virginica
+21,4.905176819928418,3.1275043322362683,1.3406919022990562,0.2328181489788257,Iris-setosa
+22,4.817922255679845,2.989511866453999,1.3253989841943863,0.16296116023977564,Iris-setosa
+23,6.991973251953829,3.3015656000545137,6.154140923081566,2.7674634984041298,Iris-virginica
+24,5.442806844826674,3.1652516629128784,1.7801642046128114,0.020273641716460122,Iris-setosa
+25,5.138523357937111,3.7671677795384713,1.4228903193154858,0.2856519196755374,Iris-setosa
+26,6.299370440462693,2.5636868009464484,5.286614349382371,1.7355685743868097,Iris-virginica
+27,5.1648676677092205,2.652100299681927,1.5189415677764566,0.2395610106766689,Iris-setosa
+28,6.452590802106172,3.014729002517158,5.0528678938291565,1.6480032464163965,Iris-versicolor
+29,6.4632841540858115,3.3567919037609797,4.486934975075588,1.316508169780355,Iris-versicolor
+30,4.729606074009288,3.2638981398905247,1.2202316938944442,0.1595778845157298,Iris-setosa
+31,5.5353746745522034,2.815092545939171,5.056033712146251,1.0373746030964277,Iris-versicolor
+32,4.378884736346292,3.024384282526481,1.3953758276353945,0.12730827034956946,Iris-setosa
+33,4.632282716760959,3.151912118701071,1.4462663176773127,0.2007919568348791,Iris-setosa
+34,6.072989952397754,2.8769898430226255,5.316169161856645,1.6087971593310282,Iris-virginica
+35,4.9906361044496,3.7105013411657133,1.3265301234615763,0.28080622438952163,Iris-setosa
+36,5.179398934571044,3.6851111577587745,1.459387005503992,0.20717208816452126,Iris-setosa
+37,5.878448312400853,3.0586118874646395,4.4921503820444935,1.4782150790491357,Iris-versicolor
+38,5.320801255144256,2.7215844850277553,4.466791955920338,1.3431871363160446,Iris-versicolor
+39,5.607651687825007,3.539228338971277,1.5145075026354176,0.4319041282692546,Iris-setosa
+40,5.416774723721439,3.8664749110319434,1.4208419413078879,0.4653952401018207,Iris-setosa
+41,5.129892150820451,3.746973228191305,1.5430012791607546,0.30571561200140285,Iris-setosa
+42,5.415364175464167,3.4555643188176504,1.420060432082492,0.4072579963165508,Iris-setosa
+43,5.472380865595606,2.4587063519133654,4.9916913458203815,1.1592003511463107,Iris-versicolor
+44,6.4507440272818,2.5842020869325713,4.9093603507856285,1.9633518351881047,Iris-virginica
+45,6.6172582805823374,3.0732861728658167,4.27026623131496,1.4775516499266461,Iris-versicolor
+46,6.035889832903045,2.7989928932571146,5.0294347247322895,1.8153235895880127,Iris-virginica
+47,5.985557931532274,3.295155551164673,5.144942951435014,1.802058383736992,Iris-virginica
+48,6.222182502467027,3.166773196953134,4.879227116432842,1.742450937739872,Iris-versicolor
+49,7.527124949550057,2.9733701081435533,5.8588562001748015,2.2452488404534923,Iris-virginica
+50,5.437085183757123,3.3527743920899162,1.4390733645641463,0.2099270497157362,Iris-setosa
+51,5.192808218805631,3.632920043086595,1.4400744992092425,0.18372333230975588,Iris-setosa
+52,7.212603743195811,2.8144644217376884,4.7868234560553615,1.7500880531806389,Iris-versicolor
+53,6.414528096958272,2.9632845379076755,5.56371158526718,1.9656243040753925,Iris-virginica
+54,5.5288217150358205,2.7857173674208204,4.977174835400061,1.4120826238541173,Iris-versicolor
+55,5.0148265387288,3.0812706739992097,1.561405391298367,0.09523786099408368,Iris-setosa
+56,6.006382213820247,2.806726413355693,5.14468196300548,1.6072323440835592,Iris-virginica
+57,5.885156591768067,3.948769957036567,1.4492170139546785,0.2721513587344606,Iris-setosa
+58,6.351678712169017,3.014556004031542,4.733658696863519,2.0115085630927583,Iris-virginica
+59,6.2847414885937445,3.0420153410584803,4.771765866720715,1.0279255497217827,Iris-versicolor
+60,6.552414929983015,2.73208802398877,5.030414436028118,1.677336320902806,Iris-versicolor
+61,4.472263210740566,3.255650743149997,1.60411927635328,0.17626817329794836,Iris-setosa
+62,6.416640481944612,2.8566847523326,4.880912079231197,1.4308201289604972,Iris-virginica
+63,5.237563849628513,3.6140907816191654,1.5843038646338274,0.23899590732745574,Iris-setosa
+64,6.418270192860664,2.6854728202620066,4.388121473493033,1.7033483084600372,Iris-versicolor
+65,5.061875089628016,2.5458650774950327,4.255439494973295,1.092733587895785,Iris-versicolor
+66,4.906444130016451,3.7730682880110806,1.3348055594071464,0.28767066742790454,Iris-setosa
+67,7.407940294365239,2.9879287851586875,5.71385614795952,2.3236278132795096,Iris-virginica
+68,6.013592280672439,3.0704829532500533,4.428498035660538,0.9169648304474701,Iris-versicolor
+69,6.545267550746356,3.1677971868871997,5.207374333055455,2.122435202248443,Iris-virginica
+70,4.8453755483997,3.5192941014100274,1.4581796603897907,0.36924702650178354,Iris-setosa
+71,5.53485493069785,3.1171326857110366,4.734256700769792,1.7680596763081557,Iris-versicolor
+72,6.375427122936298,3.1252259180904742,4.892963251287715,1.1974085805197845,Iris-versicolor
+73,5.17231418760458,3.3747429776440665,1.4908816586650913,0.5179706561578457,Iris-setosa
+74,6.495108511556786,2.4987748805145777,4.184441665356941,1.3298136866098573,Iris-versicolor
+75,5.57821761867156,2.679859645864051,5.558321070481223,2.4428685801686614,Iris-virginica
+76,6.413354589329769,2.8853189402728217,4.845062262390046,1.625101047045279,Iris-versicolor
+77,6.195715621070988,3.134475852562895,4.4018577256375595,1.3729634352616211,Iris-versicolor
+78,5.492582209959623,2.749325521315882,3.929497332502045,1.301939718334437,Iris-versicolor
+79,6.287685740605047,3.145597193411882,5.011706948819618,1.9394869063599134,Iris-virginica
+80,5.011029390869178,3.4984608805412263,1.538797026426666,0.22487805938781275,Iris-setosa
+81,5.243977248504093,3.3744490229409,1.539590867013215,0.36722971533770316,Iris-setosa
+82,5.92061598913363,2.6474390681972477,4.498440605975503,1.3290046680568666,Iris-versicolor
+83,6.343308991324716,3.004824369918483,5.036857880232347,1.4898559738880863,Iris-versicolor
+84,7.141948713444899,3.2374737382890912,5.914781544550777,1.9348468924941598,Iris-virginica
+85,6.978314472822687,3.231718049130442,5.35025865464873,2.2236407143467347,Iris-virginica
+86,5.60041484487855,2.837171169991623,3.909993438403739,1.302369131426455,Iris-versicolor
+87,6.549307725317571,2.887083326689019,4.6520040331008055,1.3698798021818925,Iris-versicolor
+88,5.181532564222121,3.3379678900951206,1.5867301012812844,1.3380632945092181,Iris-setosa
+89,6.2594481334027545,3.022637389486844,4.989917490682709,2.0670037611797105,Iris-virginica
+90,5.819689102327705,2.7605917872237464,4.489682958062322,1.5533578864841922,Iris-versicolor
+91,6.226242554564907,3.1692619362971994,4.393352190052396,1.6011258494002558,Iris-versicolor
+92,7.030472005948247,2.847866632783337,4.548584526983669,1.1490727296176915,Iris-versicolor
+93,5.382314540357719,2.9069530631884697,3.536019238747815,1.3542668492028074,Iris-versicolor
+94,5.508035990665624,2.851163695204598,3.776440265008252,1.2457025721957178,Iris-versicolor
+95,5.80031806844566,2.7049241068033574,3.7331384887786716,1.3219930077271758,Iris-versicolor
+96,6.599893057954353,3.0826737160053974,6.004236467394498,1.9954995646147202,Iris-virginica
+97,4.458611562125644,2.5408308457902864,1.455846458135619,0.31661037772141387,Iris-setosa
+98,5.495294317334072,3.3063192246921,1.5748579578799284,0.1384557057358842,Iris-setosa
+99,6.76697244971569,2.9914253781481723,6.233433464393999,2.0632590345598065,Iris-virginica
+100,5.475200489502208,3.9599167163745586,1.4327355491206657,0.4549393314623709,Iris-setosa
+101,6.1894732616388515,2.8103837542677077,5.281035324342481,2.0234588297036935,Iris-virginica
+102,5.580615160591929,3.3773427519122228,1.4420738393160046,0.15259868125024853,Iris-setosa
+103,5.977141013844087,2.89551132013689,4.482464390140115,1.5725082239337465,Iris-versicolor
+104,4.695401482919769,3.49277070761199,1.6083672883965605,0.2019325456703634,Iris-setosa
+105,5.557256312395955,3.7219392274460406,1.376933334029779,0.4010738760170037,Iris-setosa
+106,5.610886064057239,3.2325744939186354,4.049008111319264,1.1303834269727635,Iris-versicolor
+107,6.603635407343761,2.8536493191520838,5.464175124409872,1.944245969130799,Iris-virginica
+108,5.312882946255706,3.1797313477353804,1.450385736693367,0.047521198972303974,Iris-setosa
+109,5.340298538385444,3.2999843939539644,1.5143101688169707,0.15955892785388293,Iris-setosa
+110,6.3812997648129945,2.8077930843616397,5.068064501830475,1.6277213075610217,Iris-virginica
+111,7.406807272623973,3.6270720784893458,5.765641580546841,2.29850214123331,Iris-virginica
+112,6.606200467289451,2.5452440245494867,5.125156461132032,1.9682392853523372,Iris-virginica
+113,5.167753511300126,3.347603652410863,1.6153570800135657,2.270610844256138,Iris-setosa
+114,5.552476264216193,2.1282375997181866,4.190405307269886,0.9285290866197303,Iris-versicolor
+115,5.561105079096972,3.5036257037681864,1.2984193052397546,0.3094706922516978,Iris-setosa
+116,4.9521300491921,2.3637577885945698,4.263284493318936,1.3361035563761352,Iris-versicolor
+117,6.903624793771236,2.643678011121367,4.571954173376554,1.1385220104337062,Iris-versicolor
+118,6.810603177890794,2.8885296902593307,5.797674497456148,1.9245601718228067,Iris-virginica
+119,5.237494799577454,3.586390390727254,1.6140024891817473,0.36196086006428607,Iris-setosa

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
+0,6.2781938999789535,2.6365833759341535,5.003721536287938,1.8783493342076674,Iris-virginica
+1,6.363716675893728,2.931944007693893,4.686837117851121,1.1811247936791498,Iris-versicolor
+2,6.452646426126829,2.8749415996149477,4.7457243318488604,1.5423410903850547,Iris-virginica
+3,6.310313352180677,3.1964907570359267,4.659396050807777,1.2793169763608145,Iris-versicolor
+4,4.670619815743568,3.053949037525285,1.3199491887143555,0.24992658712520058,Iris-setosa
+5,6.560274875617202,2.7997651364158607,4.632863516125772,1.2593990487975641,Iris-versicolor
+6,6.251442267916615,3.1837238968173924,4.908293663146876,1.440313307697581,Iris-versicolor
+7,4.902727268978224,3.4327235279553294,1.4286814333464042,0.13724083597104259,Iris-setosa
+8,4.926839136916868,3.3880063143772414,1.3568851028374216,0.29472076394300695,Iris-setosa
+9,6.698714123253497,2.676747874582137,5.592698683840933,2.145112339477462,Iris-virginica
+10,5.020484385718918,3.660748139502787,1.4607141083372859,0.2870769553574788,Iris-setosa
+11,6.3226102252629826,2.902017251028953,5.2434398899534544,1.7872718861861834,Iris-virginica
+12,5.958818890039102,3.1288969233934454,5.034000872507042,2.0162214910225336,Iris-virginica
+13,6.5989142209603475,3.4969931573062514,5.858772309570385,2.1679675539801644,Iris-virginica
+14,6.012222575604122,2.951040469107677,5.17032819557547,2.170103349694442,Iris-virginica
+15,6.506796102366147,3.1104637454425252,4.408853724682245,1.3840260886319244,Iris-versicolor
+16,4.927722241157049,3.340083737819819,1.523983888056595,1.6141691801265399,Iris-setosa
+17,4.8084331263175475,3.04463088437534,1.496145278370282,0.2764006770229074,Iris-setosa
+18,4.687568250093308,3.201843559285024,1.5121907255902167,0.1724866250969308,Iris-setosa
+19,5.191040371357285,2.8749791986547475,1.2792715491589002,0.20535853512318492,Iris-setosa
+20,6.596092156985694,3.1843334769080016,4.480995621712936,1.2464268712165745,Iris-versicolor
+21,6.653472308702306,2.637381449187035,4.400394745179961,1.3405181406163023,Iris-versicolor
+22,7.137746186687904,2.48483884028383,5.886214390636046,2.2520691648586997,Iris-virginica
+23,4.879203682787473,2.85306745820258,1.336022533922918,0.1053591937771359,Iris-setosa
+24,5.835508390805602,3.4354292167252254,1.2904238019256888,0.27726898895851054,Iris-setosa
+25,6.357185909871356,3.231227278514926,5.391138985887647,2.184238092243783,Iris-virginica
+26,6.128419508754735,3.3832585642715283,5.301149319588785,1.9121274136053337,Iris-virginica
+27,6.129313130033219,2.8910297061447587,5.2280599499158065,1.9688892256285837,Iris-virginica
+28,5.8760832254994275,2.8984945320893356,4.040430348642033,1.363011016918265,Iris-versicolor
+29,6.017364905163471,2.8345304265893105,4.3377911244071115,1.238288067695816,Iris-versicolor
+30,5.8823708315397445,3.0632466654182293,5.136477224861542,1.7867024695965454,Iris-versicolor
+31,5.7047250785736905,3.305455466454085,4.345372206971853,1.3622665749822804,Iris-versicolor
+32,7.25257638023025,3.3311676564825006,6.206075659389397,2.090072343134327,Iris-virginica
+33,5.258341707456455,3.3969633564273165,1.5841575911583874,0.4856809091914205,Iris-setosa
+34,6.784709772991291,3.022488915310452,4.068438953765349,1.3752187977838155,Iris-versicolor
+35,6.9307978754866175,2.992153839455511,4.862501802003655,1.5922821913463234,Iris-versicolor
+36,5.129927458993181,3.5736383906824223,1.4768459273529009,0.1585990433422546,Iris-setosa
+37,4.950246737434821,3.2293781717121,1.5507045988511203,1.94812459539754,Iris-setosa
+38,6.232530266105877,2.739105124929216,5.094110206140052,1.929856542140865,Iris-virginica
+39,4.669013852890291,3.0361826088569592,1.3474280852621359,0.08846266042053044,Iris-setosa
+40,6.60056463050738,3.2001296611672063,5.965645399380885,2.19365696243098,Iris-virginica
+41,5.142893125346024,3.7691524792825737,1.4424826448785095,0.2124472956019739,Iris-setosa
+42,6.270047453912531,2.8656733460014947,4.132852586846529,1.3116250649917054,Iris-versicolor
+43,5.107376810135753,3.2521929166732497,1.5154583438882432,0.1750759441776109,Iris-setosa
+44,6.314897748034075,2.843690046941451,4.9915057091994495,1.8312584121025166,Iris-virginica
+45,5.043036601028085,3.1619036774793967,1.366344495248115,-0.06114590840077566,Iris-setosa
+46,6.74883795487029,2.8084418433535716,4.951588101687492,1.7126293237372079,Iris-virginica
+47,5.890718601075618,2.990264209190105,4.820715833820546,2.040508557778379,Iris-virginica
+48,7.0568247483198085,2.9564601163521154,5.821397825960536,1.9299350657708232,Iris-virginica
+49,6.211757914258495,3.10833249540973,4.641373708509269,2.0598906628451603,Iris-virginica
+50,5.428721629378272,2.6178872464094414,4.349152191271861,1.284646756528626,Iris-versicolor
+51,5.239784289543358,3.2258582766992663,1.4865865529011069,0.2672151679156112,Iris-setosa
+52,6.837134309915285,2.957909232237822,4.43678723774802,1.680992835795449,Iris-versicolor
+53,7.305223897815967,2.7462602675327803,6.474252904758279,1.9161750377250417,Iris-virginica
+54,6.99065872923829,3.3108896444314624,5.703418867096396,2.0738471727264005,Iris-virginica
+55,6.128566890759409,3.0695216094819036,4.390533425633366,1.2788538266283656,Iris-versicolor
+56,4.827442229788108,3.0401430867993717,1.559200767820912,0.14946037584655258,Iris-setosa
+57,5.338757363341528,3.7556644654954034,1.3160977457350789,0.3787633369770286,Iris-setosa
+58,5.631762674306755,2.869319504885375,4.353888702265263,1.3339743827206179,Iris-versicolor
+59,5.883330926979863,2.6954019368019733,4.32421479316827,1.350154964929434,Iris-versicolor
+60,4.973254483981084,3.393834877590484,1.6512386952151874,1.67583496710035,Iris-setosa
+61,4.682580158603812,3.0686963603714896,1.3512629435050274,0.15541928734309385,Iris-setosa
+62,6.402800214696234,2.8493175158361668,4.993634544408034,1.523867954144249,Iris-virginica
+63,5.072482107072335,3.3716539486253074,1.5463928160822291,0.5318457408957861,Iris-setosa
+64,6.3074365288063134,2.7660609962052765,4.382172371845471,1.2097270318333577,Iris-versicolor
+65,5.249865126253642,2.2386011747320596,3.4668700469738885,1.2218295994993584,Iris-versicolor
+66,5.263754930763527,3.0524295055666744,4.702322820052654,1.3666672664718353,Iris-versicolor
+67,4.9550830288976995,3.6201029782904826,1.294807482403232,0.1261244495453246,Iris-setosa
+68,5.564440813303292,2.7814074243113,5.041438577224028,1.78418957393996,Iris-virginica
+69,6.181345505148117,2.9501545970806364,4.406086265346114,1.6177073236618575,Iris-virginica
+70,6.5959939154208564,2.6175449663177317,5.611408650370495,1.6627246750731166,Iris-virginica
+71,5.082030109649199,2.9926404877860375,1.606108309400389,1.9718096900725257,Iris-setosa
+72,5.275963178601898,3.742744011389537,1.3246809090687226,0.2604863108422339,Iris-setosa
+73,5.0515133349688,3.332838171492516,1.5367303984001746,0.26552586780171356,Iris-setosa
+74,6.4825856324889735,2.9613464043433066,4.325206440565145,1.4103046060369255,Iris-versicolor
+75,6.30012112177742,2.5948753957451878,5.343730822046963,1.8187885533375268,Iris-virginica
+76,6.173165797973446,2.936825895756808,4.348213266604639,1.418674963769667,Iris-versicolor
+77,5.076801378634691,3.3751829097636064,1.772879146051037,0.22499919687812303,Iris-setosa
+78,6.006651652302601,3.2219616909089357,4.8250209374523365,1.4793818713273759,Iris-versicolor
+79,4.717569626511995,3.0202419273317678,1.6121642325920333,0.14134005863956708,Iris-setosa
+80,6.624492471557478,2.785946657692979,4.455637764768327,1.4343165709871748,Iris-versicolor
+81,5.721920116160812,2.9748430870973475,3.842588241649605,1.1982604754897102,Iris-versicolor
+82,5.794804945076531,3.222510363335996,4.777340219181437,1.8961149762486227,Iris-virginica
+83,5.483798891304876,3.6176402440636144,1.454595917382871,0.4411998676118718,Iris-setosa
+84,5.476782063797798,2.7356518743020297,4.164135211511979,1.306851301288241,Iris-versicolor
+85,5.162613567880349,3.896535633264964,1.3977049145198264,0.19353991178357155,Iris-setosa
+86,4.973343547917832,3.6729727473354297,1.3711760645352495,0.15677460369764634,Iris-setosa
+87,6.756963557955887,2.9708518922875076,5.286232419328588,2.1077406659679156,Iris-virginica
+88,6.163571848605374,2.9933446906222736,5.338573502825772,1.8705518235065215,Iris-virginica
+89,5.88014345698221,2.9602660825706755,4.702703962280616,1.8971325220295916,Iris-versicolor
+90,4.702780100337549,3.304842314096455,1.2546744464929798,0.23115573217097263,Iris-setosa
+91,6.518053841716365,2.9663855925690874,3.927870556201026,1.3902352645043559,Iris-versicolor
+92,5.104164075286867,3.328100636415392,1.6401936846386898,0.44196642149119747,Iris-setosa
+93,6.392309573693132,3.3255478872243103,4.673848007769406,1.5235289889779626,Iris-versicolor
+94,7.176328322996853,3.229942016783312,5.4347408138084665,2.216649791493387,Iris-virginica
+95,5.983529891392491,2.78886469143235,4.21747025332872,1.6297380510723345,Iris-versicolor
+96,7.6006473337102385,3.4058969435281465,5.99222468013936,2.2441249749900987,Iris-virginica
+97,7.277248846412162,2.6712167809635985,6.283389240996973,2.020088799363246,Iris-virginica
+98,5.580688678137621,3.269365753344605,1.6309453668322025,0.5209457738114638,Iris-setosa
+99,6.072264641977582,3.1357012459672857,5.374782204160813,1.5563197900691872,Iris-virginica
+100,6.724421308926319,3.1240810345301204,5.824107065134084,2.0104897434080176,Iris-virginica
+101,5.346652167313306,3.1153538327020573,1.6189920953658798,0.34784715600225313,Iris-setosa
+102,4.849911969259588,3.141266124832861,1.2888696295047144,0.0985110822895725,Iris-setosa
+103,5.345712080826449,3.460080159789923,1.6716003582153613,0.2951114392092657,Iris-setosa
+104,5.751562056702569,2.7484768449698995,4.839090386797719,1.9483673568682023,Iris-virginica
+105,6.539350963871517,3.1666119021541226,5.0956729763231685,1.7669505011154543,Iris-virginica
+106,5.649416424992681,2.4063049197413506,4.456030926962701,1.564778018864432,Iris-versicolor
+107,4.9010551595037395,3.2891569352384553,1.682104345978112,0.26832367203723423,Iris-setosa
+108,5.094016963867552,3.274807796025529,1.2163409875722508,0.25041823503051963,Iris-setosa
+109,5.960670818486547,2.782928870210509,4.0137921676190045,1.4522342163395188,Iris-versicolor
+110,5.251257555648012,3.3965509845876087,1.3500106897555557,0.5109438910045665,Iris-setosa
+111,6.702946211270452,3.026979384810263,5.021055130347457,1.613695074675171,Iris-versicolor
+112,6.371223365619459,2.662612792707938,4.834648185796473,1.7852497889897534,Iris-virginica
+113,5.783663938253589,3.0818804853776722,5.41992053093536,1.8059011328786059,Iris-virginica
+114,5.567100079383231,2.7802469024222214,5.698337103454392,1.935046351846664,Iris-virginica
+115,5.577510758103177,2.828889383635108,4.762011692119825,1.6871771493495227,Iris-virginica
+116,5.583141367910091,2.6035880561411258,4.73446998991268,1.4820034589656073,Iris-versicolor
+117,4.9006808777437945,3.3069171313727503,1.5219106880269913,0.12149440646888504,Iris-setosa
+118,5.714509853857036,2.834528519150393,4.352425603345118,1.514781300027503,Iris-versicolor
+119,5.946949193594585,2.9319774896426574,4.387775508327567,1.2892389005972018,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
+0,6.16243725334373,2.9191316935615013,5.350674146311247,1.854214700495934,Iris-versicolor
+1,5.920048973843628,3.1166445607210265,4.546721558918118,1.5020529947624544,Iris-versicolor
+2,4.9950739991798905,3.346524481356021,1.5799475235389622,0.1754964640993932,Iris-setosa
+3,6.695251502471769,2.7013309510867964,5.304841425133836,1.4069842033009625,Iris-virginica
+4,6.293146172168128,3.4107771802569418,5.2884119750759675,1.9101361282119094,Iris-versicolor
+5,5.381960650489077,3.368238095900873,1.4234893082690439,0.25056856640585895,Iris-setosa
+6,4.686584430992925,3.532269699784949,1.5267313322753675,0.03232977521149791,Iris-setosa
+7,6.023345132215592,3.1023735323685298,5.175666279160069,1.6038478894623378,Iris-versicolor
+8,6.307321172651859,3.0610272308572095,4.409252607148961,1.3446255450469442,Iris-versicolor
+9,4.567227957016485,3.4350514125959464,1.2829653110586463,0.28156212074360126,Iris-setosa
+10,5.995021040807818,2.766373320986649,4.865857984357462,1.3105027130855817,Iris-versicolor
+11,6.506165886089907,2.7059813190477833,4.798951200214872,1.8884318892828644,Iris-virginica
+12,5.530857377556464,2.4452291491676883,4.526903846715927,1.2973601786725755,Iris-versicolor
+13,4.64966361328805,2.986733224083495,1.3812941363788067,0.13602302463927063,Iris-setosa
+14,5.253073287875609,3.7175383148081464,1.3950270880528524,0.31979108693415165,Iris-setosa
+15,6.362132161067926,2.932071370007758,4.422308754186009,1.426932327597199,Iris-versicolor
+16,6.5495754795630035,2.824941076989076,4.94097301335419,1.6708253252838308,Iris-virginica
+17,6.395143250447745,2.7515656396292254,4.920055086006659,1.9584794593318058,Iris-virginica
+18,5.700431637369487,2.9572746269912775,4.505725739323682,1.3596847113455381,Iris-versicolor
+19,6.196136748745177,2.9459893665962085,4.816506476074716,1.455436547779856,Iris-versicolor
+20,5.5512248763185035,3.8605879080256127,1.5879484621723525,0.5324568564164593,Iris-setosa
+21,5.252333959568584,3.3716585058209505,1.445263315303913,0.22577921303928422,Iris-setosa
+22,6.403168877441543,2.94678790369196,4.559247729738671,1.7036602578679252,Iris-versicolor
+23,6.592211026245698,3.0872962583373282,5.173067111880143,1.6539413354902386,Iris-versicolor
+24,6.130891762999881,2.9177054279658523,4.846714476439588,1.8313623130284007,Iris-versicolor
+25,6.210758549520316,2.9999787014563766,4.760092536247923,1.9211971604656666,Iris-versicolor
+26,5.541131317513467,3.78534781886715,1.4938523823666914,0.3286730833044781,Iris-setosa
+27,7.361922379034706,2.967004699401866,6.562071590606997,2.1028925810446917,Iris-virginica
+28,6.479729451358278,2.908600589027589,5.116960211446332,1.6174731576479195,Iris-virginica
+29,5.067891016944146,3.1994222845779756,1.2613588344289854,0.0985595853587502,Iris-setosa
+30,5.573882496580851,4.03578450497219,1.4309265395681023,0.492716406129799,Iris-setosa
+31,5.335495172033507,4.024519158927731,1.8172836903400802,0.4406418016651234,Iris-setosa
+32,6.629604980589656,3.3221946008372334,5.651680836139401,2.384224466157992,Iris-virginica
+33,6.985402574556867,3.4550440702590843,6.059369927714213,2.195785940650645,Iris-virginica
+34,6.032706246077457,3.0268949580018814,4.653176026203079,1.4517054147861554,Iris-versicolor
+35,7.26924970058404,3.2661041316953963,5.57078649343674,2.30308017935891,Iris-virginica
+36,5.3709688252105146,3.8314589148270892,1.37757604667313,0.2452843137373772,Iris-setosa
+37,5.147373395711435,3.417334083453647,1.5643578321055052,0.21128582275753033,Iris-setosa
+38,6.081132057829826,2.788911696280862,5.152841270716145,1.8821753278941091,Iris-virginica
+39,5.714090483092586,3.258588567325162,4.94832105865566,1.7167074681298438,Iris-virginica
+40,5.494672552137712,2.577979693733892,5.143349071382385,2.4018176115770253,Iris-virginica
+41,7.379380806289325,3.3050526415501547,5.167663566993143,2.3053087504894094,Iris-virginica
+42,6.305964647025801,3.016368302797546,4.791617292460499,1.7892444313271099,Iris-virginica
+43,4.286457800701872,2.759052780031305,1.3966662614199716,0.3583534270577854,Iris-setosa
+44,6.891552978816647,3.0872307890406505,5.648826586848338,2.1804313964701345,Iris-virginica
+45,5.60436784026791,2.759111810278409,3.8129395289958694,1.144593497627792,Iris-versicolor
+46,6.527153151030096,2.936284488041132,4.851935727616735,1.3068051524048783,Iris-versicolor
+47,5.892206061919069,2.891666719784611,4.151001422812388,1.306430206480419,Iris-versicolor
+48,5.117954491047247,3.6047934083960858,1.2655983445146026,0.28119951351633304,Iris-setosa
+49,5.773365599339173,3.051083543162328,3.9954694968997955,1.3960058769367945,Iris-versicolor
+50,5.585934895133689,2.744293285782389,4.6925238615647125,2.0845693201972684,Iris-virginica
+51,5.023506415256361,3.604101872216149,1.5428621358849908,0.1570386034524911,Iris-setosa
+52,5.174123344858121,3.704189352286337,1.381572695812359,0.26756119448829746,Iris-setosa
+53,5.3356203921029275,2.7695531126104003,4.494869295053141,1.6843841633927368,Iris-versicolor
+54,5.30872858038167,3.4550178388356487,1.4743934727204926,0.4134047117414132,Iris-setosa
+55,7.140711347441081,3.583390237945233,5.94480733026887,2.1479481629610904,Iris-virginica
+56,5.126958491795048,3.9414848017895547,1.546976187690017,0.25124957742977555,Iris-setosa
+57,6.074037762679436,3.0150920403119006,4.317555332487755,1.456946407154529,Iris-versicolor
+58,5.030716913007776,3.2981852288625455,1.1799338413693194,0.311562450469199,Iris-setosa
+59,4.751809061794552,2.940207593578851,1.4458111882617504,0.0981755171616864,Iris-setosa
+60,6.075496512236273,2.8754536961753523,5.2486952611279225,2.2756286875018885,Iris-virginica
+61,4.755874899235103,2.741916851484235,1.3365268516459814,0.1535372930272514,Iris-setosa
+62,5.38775684208015,3.839909479965114,1.52601692701511,0.2879547332761494,Iris-setosa
+63,5.7753544724221015,2.9549513222613637,5.4540024164812175,1.8326489794997525,Iris-virginica
+64,4.80299366677539,3.5037806276556602,1.4874466005067781,0.14052652812995786,Iris-setosa
+65,6.570863830687443,2.6171014125644505,5.69645453414431,1.860649756646803,Iris-virginica
+66,6.429376895536224,2.959647645133325,4.327797990076029,1.229757828307042,Iris-versicolor
+67,5.640902150309958,3.906701479255558,1.5961708452222125,0.35155208563137474,Iris-setosa
+68,6.886699672992267,2.5947708073397386,4.7995355263928685,1.8100173823079089,Iris-virginica
+69,6.420820144813005,2.594672330171939,5.536780579772442,1.7348720568080525,Iris-virginica
+70,6.18822650835397,2.79867248213492,4.865580681095192,1.5383078223530786,Iris-versicolor
+71,6.265255534553299,2.6075636089348033,4.6126424094949465,1.2140976190536068,Iris-versicolor
+72,6.177752083997511,3.071137948561405,4.344123079216936,1.156520754962789,Iris-versicolor
+73,5.63721780493478,2.564808262467879,5.54312284224476,1.8681161205055798,Iris-virginica
+74,5.8194061025096255,2.7774502477794076,4.5620741334544235,1.4413130262228726,Iris-versicolor
+75,5.2759097463228155,3.582225056330955,1.6609052388513892,0.5219268422723355,Iris-setosa
+76,5.978487751549982,2.784990148113655,3.9553140440080092,1.2115506136271068,Iris-versicolor
+77,5.2076996264265,3.3458367852265547,1.5225590125226551,0.25438728860765997,Iris-setosa
+78,6.628233023266684,2.780523468104665,4.764875839507002,1.740856419963881,Iris-virginica
+79,6.262604046474541,3.101038058298904,4.417782333471366,1.2201804801103489,Iris-versicolor
+80,6.255378238865137,2.715810951359923,4.259995320944799,1.0837907460116862,Iris-versicolor
+81,6.0997706473400735,3.3029921381333525,5.007610823465995,2.662417750863739,Iris-virginica
+82,5.148454712596544,3.009773781539607,1.2981709631233356,0.3623460876234029,Iris-setosa
+83,5.355441544064375,3.644453170710162,1.6013923830908663,0.40526584426809137,Iris-setosa
+84,5.743234505913067,2.661249128014235,5.623167064228574,2.506482114224119,Iris-virginica
+85,5.175387523862434,3.6549767187316333,1.659550935161912,0.2489932042313219,Iris-setosa
+86,6.893852732179587,2.757956975852652,4.925658866972437,1.4873893698146707,Iris-versicolor
+87,4.284671720425124,3.1208764254819186,1.450816918303234,0.2049194367753645,Iris-setosa
+88,5.527652700827734,2.9951303678234535,4.916766413122965,1.67670647245695,Iris-virginica
+89,6.0376306331231575,3.336917353579582,4.625803382256879,1.7731407434284323,Iris-versicolor
+90,4.869145064114039,2.2579090262605,3.7265293088073115,1.484029030376914,Iris-versicolor
+91,5.432815244924633,2.579187121034699,4.048164651787567,1.575300651540209,Iris-versicolor
+92,5.509843685844189,3.3131039406116947,5.281663981206043,2.1431134919577346,Iris-setosa
+93,4.525910056161133,3.047441712814527,1.3974904402982016,0.22946511980092527,Iris-setosa
+94,7.3980685641775,3.099905842946829,6.355205900631765,1.9712400530094476,Iris-virginica
+95,4.728267422284603,2.4794142899271048,0.984804705519353,0.165352252840253,Iris-setosa
+96,6.3017393058484865,3.1315572633735753,4.719454870106661,2.134770455015006,Iris-virginica
+97,4.9777228995644025,3.1931213311867497,1.5233088145127074,0.14760017659144758,Iris-setosa
+98,6.26819396097091,2.6615663350929757,5.214859612708584,1.5184361263757737,Iris-virginica
+99,6.9446311862729,3.157375118512913,4.768404510082186,1.6937750367264222,Iris-versicolor
+100,5.46183548096197,2.4665215603575406,5.209316849600868,1.9185210352031086,Iris-virginica
+101,5.521455400475328,2.933985053760902,4.976617523428588,1.640950052179336,Iris-versicolor
+102,4.57021819464739,2.3331067212630767,1.2777184032877607,0.2177695424844148,Iris-setosa
+103,5.184258585092392,3.192731733915721,1.478911491340397,0.0855318217041097,Iris-setosa
+104,6.582182573727849,3.372201126635191,4.932325783082023,1.5923996215013083,Iris-versicolor
+105,6.7048839029615195,3.1690360025522737,4.3684665564205005,1.6705923119205843,Iris-versicolor
+106,6.2709604600015245,2.671727585763729,4.084126041857443,1.0270709404395801,Iris-versicolor
+107,5.04973584577857,3.520174691681668,1.5872535479723153,0.32187585236550753,Iris-setosa
+108,6.381129231807183,3.0761236171081805,4.7719176476146385,1.710173714080506,Iris-versicolor
+109,5.161952292971221,2.6429919029720854,4.252736433315015,1.292289084890593,Iris-versicolor
+110,4.82904406558728,3.461175123983887,1.410458050455392,0.25643719657975145,Iris-setosa
+111,6.70902363082043,2.8637156828563164,5.878864210585313,1.9726102253243858,Iris-virginica
+112,4.865062170169613,2.9319753809010503,4.4547222371058925,1.2340907273731925,Iris-versicolor
+113,4.986479572047871,3.7466150844506765,1.3887765106197172,0.23784879863828506,Iris-setosa
+114,4.643219328165682,2.493049908321651,1.125263882153845,0.3062839157011773,Iris-setosa
+115,5.354177804896228,3.422400029943632,1.8612711782459281,0.5194773212247324,Iris-setosa
+116,5.16475640715341,3.3980662020427532,1.4287008337085263,0.20613273676080182,Iris-setosa
+117,5.565777941312225,3.7239107393618447,1.8817436060434485,0.47344398721042175,Iris-setosa
+118,6.411035908510575,2.793840773600127,4.625089918726243,2.0080673340291204,Iris-virginica
+119,6.680737440016503,2.8547875342425466,4.783592725902594,1.6680506652749598,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
+0,4.727804624945555,3.027740182010792,1.6771442680974318,0.03749988697585613,Iris-setosa
+1,5.504452269526903,3.515561549156801,1.5534366332748863,0.6049993455402749,Iris-setosa
+2,4.394159648157449,2.513519098340226,1.478203060972731,0.21681722839451953,Iris-setosa
+3,4.827473803816904,3.1978236488248766,1.4417253508260048,0.16392640940943481,Iris-setosa
+4,6.722022174644752,3.2196040139039117,5.929978033385274,1.9006594579155491,Iris-virginica
+5,5.122585848369218,3.276003064522424,1.3499142069227084,0.25921580781222203,Iris-setosa
+6,6.816154566518364,3.2414618709059075,5.052839000640482,1.922469314209744,Iris-virginica
+7,6.65583283813038,2.9812986257480034,5.33055784357404,2.1899915293147427,Iris-virginica
+8,4.893179643175857,3.2712114788323183,1.347261035936506,0.20677413836008054,Iris-setosa
+9,5.088573398968753,3.3806913701097745,1.5387403184324948,0.3944447884992695,Iris-setosa
+10,6.551024732676278,3.258853995480576,5.3398796459414575,1.9029966437380241,Iris-virginica
+11,4.921520573037954,3.0533949854664018,1.1849164182226448,1.3623632445347618,Iris-setosa
+12,5.635750998827841,2.8345811045009706,5.1316712092104435,1.8826739831861796,Iris-virginica
+13,5.843005765945634,3.0262042582595425,5.069356778726243,2.2307687192188057,Iris-virginica
+14,5.471380920356033,3.9748016820082563,1.583854601429474,0.43840595753994205,Iris-setosa
+15,5.67176673352979,2.9877403721063844,4.793804680570148,1.5706198082272573,Iris-virginica
+16,5.1662931545810356,3.311297654668111,1.4164773207712584,0.12744639132252158,Iris-setosa
+17,5.336941365268385,3.4528422648940675,1.627692498431227,0.13015196136614915,Iris-setosa
+18,7.683641208477689,3.024094264969356,6.540443830955473,1.8029222880793514,Iris-virginica
+19,5.463707964709944,2.7327279111364424,4.063796206899474,1.2565578686354941,Iris-versicolor
+20,5.324566288035514,3.6463010866149643,1.646515520173567,0.58006663002756,Iris-setosa
+21,6.024868552753656,2.900178100589314,4.779520243700235,1.9302093802723188,Iris-versicolor
+22,6.023690541109343,2.6163041543027026,4.787888621965941,1.4947344048789633,Iris-virginica
+23,6.971715133821222,2.9611940813763136,6.007031220278698,1.7880665032322294,Iris-virginica
+24,6.1658231176415965,3.256848196791316,4.678693448295363,1.9332578157358706,Iris-virginica
+25,6.004872420362149,2.8866016367520255,4.217393162869179,1.306290118364883,Iris-versicolor
+26,6.005134481653099,2.7953653320176723,4.84146085689599,1.210374232694819,Iris-versicolor
+27,4.796817548641559,2.790217025946267,1.6944105939330736,0.3220605622536126,Iris-setosa
+28,6.661523505659802,2.753927023020705,5.419713226469338,1.8439452754742216,Iris-virginica
+29,4.881007907435438,3.1886890941446384,1.4451406311711947,0.16855329055498036,Iris-setosa
+30,6.042641181496555,2.614848354406156,4.067283109741734,1.2560694031221602,Iris-versicolor
+31,5.088267278268876,3.2051309739012637,1.5255984337940771,0.3223415733557425,Iris-setosa
+32,5.204265373369752,2.5385453678791645,3.763541130543543,1.6288469261177352,Iris-versicolor
+33,5.947316697719844,2.8525287436241267,3.8600353451253318,1.3104396869711454,Iris-versicolor
+34,4.6276846395711395,3.4098163120438576,1.3266467964499937,0.17095026752183046,Iris-setosa
+35,6.548887631652027,2.892781792023007,4.758108759175986,1.765830816217425,Iris-versicolor
+36,6.707296197386896,2.9938864666970053,5.161341732285963,1.94546784602724,Iris-virginica
+37,5.148421249422368,3.245323966237176,1.587268863281665,0.03128156797249784,Iris-setosa
+38,5.293455425866226,3.7071789498159538,1.303731874704561,0.23147023440288994,Iris-setosa
+39,5.746622796681198,2.9392873176850345,4.867056496854725,2.2465454679934806,Iris-virginica
+40,5.847755958809788,2.397532962156968,4.285179695046652,1.364835938708485,Iris-versicolor
+41,4.7331545847059475,2.839875378787776,1.4038639942871272,0.15935734551509942,Iris-setosa
+42,6.5437336065349845,2.9745948119365444,4.83823984480725,2.1678136436553794,Iris-virginica
+43,5.53929889284751,3.4247934161946234,1.5249957080526368,0.1843086511654367,Iris-setosa
+44,6.003298849424009,2.578120780394724,3.9374667572343527,1.1152466745628307,Iris-versicolor
+45,4.899503584534327,3.3420789776522972,1.2980168767332563,0.17293462250581826,Iris-setosa
+46,5.150553725083495,3.5828291389064604,1.5494729285143147,0.4708851259909717,Iris-setosa
+47,4.871857277002977,3.184736887718323,1.5440830008202442,0.0427003784772709,Iris-setosa
+48,7.594300539661447,2.7569115040322054,6.114329352765623,2.0152625306383842,Iris-virginica
+49,5.1804707457660415,3.45630720520159,1.4685974605177419,0.1235489359734088,Iris-setosa
+50,5.6503651213126735,2.79825211024431,4.365819286685783,1.3005974116834755,Iris-versicolor
+51,5.6434391307338805,2.866140398886095,4.41031238766315,1.4428208194409393,Iris-versicolor
+52,6.154539947584983,2.777425832401424,5.164902018540448,1.7750344782960712,Iris-virginica
+53,4.711519385889317,3.1309466746737495,1.2583151696546562,0.17978966585739498,Iris-setosa
+54,5.021352427187456,3.329696924153902,1.6511764397452007,0.514757211494203,Iris-setosa
+55,5.15736666729723,3.164311979781449,1.634797460799009,0.30576063517661567,Iris-setosa
+56,5.746363293794075,3.0924492339798397,4.5785054260542255,1.677502932417857,Iris-versicolor
+57,6.565861057934995,2.7615187011161635,5.966655077568987,2.0280780654618793,Iris-virginica
+58,6.540867434223311,2.6348063895353775,5.255865707748865,1.7097224325876381,Iris-virginica
+59,4.998298796145783,3.7327633337959663,1.2839386451811647,0.29550485290206974,Iris-setosa
+60,5.2612878382375055,3.2793952669940545,1.3942333310271287,0.44541646628743803,Iris-setosa
+61,6.422773664078342,3.1210490906139343,4.325666623066372,1.2131252628890612,Iris-versicolor
+62,5.083600845608274,3.0370578947511033,1.5211404874348446,0.28840798334672135,Iris-setosa
+63,5.010140226386914,2.96365619785634,1.2631859262905922,0.21118414484358783,Iris-setosa
+64,6.073467090506919,3.173692731682707,4.614744217202682,1.4041408280533247,Iris-versicolor
+65,5.7927373243393045,3.1875300508006403,3.7077671346760237,1.8109531073211496,Iris-versicolor
+66,5.0288586408094,3.838518479112113,1.5553703585107128,0.4348702234204035,Iris-setosa
+67,5.569768769614293,2.598679329421951,3.8948430296492194,1.5060348130840229,Iris-versicolor
+68,4.8769386634405345,3.0715237619766373,1.3386871086152725,0.14139564349348885,Iris-setosa
+69,5.011439798138564,3.403394919544439,1.4365107780377295,0.3179787100997539,Iris-setosa
+70,5.624820056035183,2.882833484734124,4.43163154373371,1.1865159906420395,Iris-versicolor
+71,5.08177161105394,3.3202976280681056,1.5222706912452686,1.3630387235704708,Iris-setosa
+72,4.858004302789746,3.107749524767995,1.338586391793292,0.11309662654581254,Iris-setosa
+73,6.524321409617471,2.9378949596443094,5.500580006279261,2.0633597918534576,Iris-virginica
+74,6.554732191507251,3.137248487681714,4.691193757779949,1.6522893049976015,Iris-versicolor
+75,7.431104186636532,2.870954923627906,4.400296631515936,1.4476217845653936,Iris-versicolor
+76,5.342410714777569,3.466982685911246,1.4677145676674699,0.26386815159156785,Iris-setosa
+77,4.844265913954583,3.5483576902037406,1.5089509512011066,0.29032332128300314,Iris-setosa
+78,5.381252998100779,3.096332051749457,1.4315190472612633,0.18084228179178163,Iris-setosa
+79,6.821922735164778,2.65671119880023,5.90625835957454,1.8139034575231412,Iris-virginica
+80,5.369240208839567,2.715828587719109,3.891464271328772,1.5345073613846356,Iris-versicolor
+81,4.6253801866616815,3.323114998033738,1.3141613168821027,0.2558195300770867,Iris-setosa
+82,7.344608653426067,2.7881387350552393,6.3174989133012875,1.7918749386794202,Iris-virginica
+83,6.650635027547233,3.079006177567589,5.232574839448292,2.191336524675445,Iris-virginica
+84,6.125401620565864,2.7120187613526148,4.229025543110652,1.0581427314557872,Iris-versicolor
+85,5.53533953468879,3.0734009391399857,4.338757010018751,1.303576335073169,Iris-versicolor
+86,4.602443851835268,3.159737430911971,1.5528338154957109,0.11883827941393715,Iris-setosa
+87,5.871489371074363,3.6541904117778756,1.4850070442871932,0.41097915045210165,Iris-setosa
+88,5.115603826290965,3.1272110988845143,4.1774337719697945,1.2280698368843357,Iris-versicolor
+89,5.086605576324937,3.5129009976275873,1.3254537208184272,0.2809271330293663,Iris-setosa
+90,6.102141996716938,2.863727225432554,5.0917082693776,2.0255370290009953,Iris-virginica
+91,4.484202149345997,3.164174423251379,1.643351232345276,0.2814781657688842,Iris-setosa
+92,4.855867263141864,3.1015676996329486,1.2692229409579951,0.29273920907836215,Iris-setosa
+93,5.235749696032399,2.261412652261079,3.835681109724775,1.2822609571737742,Iris-versicolor
+94,6.710328727920989,3.357287032222519,5.36898267579444,2.2365730029882145,Iris-virginica
+95,5.20735270044708,3.296041366481525,1.8189057045020223,0.4755739554233422,Iris-setosa
+96,6.848714655962935,2.6533425557919985,4.48276375030616,1.8843410318392328,Iris-virginica
+97,6.706857608228553,2.9338410278526914,4.735845568404843,1.2905389883358036,Iris-virginica
+98,5.176621280252793,3.36153960251031,1.7254262719502031,0.6165000975584151,Iris-setosa
+99,5.442392034133063,2.836169527743272,4.438288641192932,1.8780022819990172,Iris-virginica
+100,4.540696619802315,2.9018836078220187,1.9104710349213123,0.22722238785965576,Iris-setosa
+101,6.283657299759322,2.9177540094832466,4.256261647745274,1.646443475882224,Iris-versicolor
+102,6.361876478101918,2.841514533706441,5.318422220181246,1.7530584433803598,Iris-virginica
+103,6.037264752448895,2.730785540078963,4.4247218284572725,1.347029719579638,Iris-versicolor
+104,4.889741205740199,3.1133637282620517,1.567104248212876,0.19348572687313448,Iris-setosa
+105,5.564830993855171,2.7877166066114833,4.9246997150277805,1.4970146148324948,Iris-versicolor
+106,4.819999080795506,3.4227498160611356,1.4750091237427194,0.1332774480720788,Iris-setosa
+107,5.156523965753383,3.3424939638695372,1.5462033726898696,0.42349269241235055,Iris-setosa
+108,4.6397198650297,2.9277939779662647,1.5356023484179748,0.22532854694738072,Iris-setosa
+109,4.772718595489005,3.1435708381449934,1.5451014913351355,0.13812830876789062,Iris-setosa
+110,6.013938152575726,2.4378326497147604,4.21993518771176,1.167722523520282,Iris-versicolor
+111,6.439815318990529,2.8734545284695914,4.79787000297266,1.1787227983838238,Iris-versicolor
+112,4.884767767689548,3.6293942950353903,1.5413479452358945,0.3898587354410897,Iris-setosa
+113,6.177166567868062,2.927302743158352,4.97589695136463,1.7406597800612829,Iris-virginica
+114,5.087253307406201,3.4525867007900124,1.2617673437238652,0.1604775388053558,Iris-setosa
+115,5.587351682884599,3.0054379866924426,4.945734662266675,1.3067022198402307,Iris-versicolor
+116,6.280970909940429,3.211749144539796,5.19024648929852,2.19620604765973,Iris-virginica
+117,4.751722277581235,2.9496645461138304,1.3237560190394235,0.06959470449336991,Iris-setosa
+118,6.280654589596851,2.2917374706740414,4.418042883519316,1.2333374447749885,Iris-versicolor
+119,5.106251314428515,3.224149132914435,1.8393300748551171,0.24514321392318353,Iris-setosa

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
+0,5.079405750717233,2.9962478173396336,1.450046476281924,1.3762081924934821,Iris-setosa
+1,6.431175540803804,3.3799792408147873,5.559135742299135,2.0082547723752153,Iris-virginica
+2,6.185750286942871,3.0268403889709785,4.715498021503754,1.0894085331261807,Iris-versicolor
+3,7.437783581654451,3.559488148753047,6.569775148503565,2.2025940840720613,Iris-virginica
+4,6.131591861425978,2.7131315256323973,4.802299800004641,1.9917016047663112,Iris-virginica
+5,5.444055596000822,2.6833443877607404,4.813738748564457,1.3437871316496202,Iris-versicolor
+6,6.46646817499894,2.9216448179922883,5.091804738757123,2.2392246309159862,Iris-virginica
+7,4.882577018324887,3.1058183911357085,1.6825698334687864,0.33444440560801936,Iris-setosa
+8,4.972492880136397,3.4510522307386924,1.6459743381725542,0.14490175270125316,Iris-setosa
+9,4.9205923700133445,3.401909071687217,1.4389835852831834,1.8894358409099095,Iris-setosa
+10,4.689236103153646,3.4263061381952395,1.6964450922467258,0.2548192195512096,Iris-setosa
+11,5.72251290441355,4.204614852821925,1.562762734039879,0.2766953369568364,Iris-setosa
+12,6.338502733966961,2.9055298087755497,4.3136449194394855,1.2396186874549093,Iris-versicolor
+13,4.717137154604972,3.0337665689532676,1.4488559474176943,0.15061029133448267,Iris-setosa
+14,7.112744043535089,2.843523982193484,6.317056493196415,1.7590740743285593,Iris-virginica
+15,6.1675182919234715,2.8520125399635976,5.204961464777808,1.843438597270975,Iris-virginica
+16,5.824750148805519,2.531153228608169,4.127443920962437,1.0831915389288893,Iris-versicolor
+17,6.472001593174689,2.908465432905786,6.096763418396712,1.8173094279719773,Iris-virginica
+18,6.033668280356952,3.0286493650235458,4.4356784925980755,1.2157100513111379,Iris-versicolor
+19,5.582650737300973,2.576356808632932,5.700936228689002,2.3768457343118863,Iris-virginica
+20,4.750055415711759,3.0960872660926917,1.505305447059678,0.26804459765549027,Iris-setosa
+21,4.933047364771614,2.746380923338432,1.4508237854604604,0.40248216209319554,Iris-setosa
+22,5.079846801121076,3.260345859416956,1.5534787854133423,0.01332199802349579,Iris-setosa
+23,5.27372898505143,3.457163623904767,1.6698685910356081,0.2375955277554434,Iris-setosa
+24,6.541578355405138,2.951499352837838,4.931530811338501,1.6589305258960487,Iris-virginica
+25,5.137101550579244,3.9654961047418738,1.4959312982896829,0.3303599469016198,Iris-setosa
+26,5.683126308934716,2.8896429799082957,4.50622636705892,1.2180807631775947,Iris-versicolor
+27,6.235217783521462,2.947345632109725,4.784074841338973,1.3349970565962161,Iris-virginica
+28,6.7415492750753385,2.838375990377799,4.477125695052351,1.339596442007814,Iris-versicolor
+29,4.945806698237959,3.276227455881023,1.1212172113144112,0.38938436713194463,Iris-setosa
+30,7.137567626311661,3.211151226655701,5.590854935413361,2.4549437196529253,Iris-virginica
+31,5.679871964561103,2.5930348101770235,4.942047380927918,1.7924518000419447,Iris-virginica
+32,5.302201648403176,3.987364674501544,1.293327789390858,0.2958540530877815,Iris-setosa
+33,5.860121265829267,3.0672071542316304,4.0991993829746525,1.430531215884701,Iris-versicolor
+34,5.03094194143938,3.388607962904863,1.4425695949331945,0.28378778459788156,Iris-setosa
+35,6.520250897462784,3.2257007766269155,5.235665957669463,2.0352311440505555,Iris-virginica
+36,5.060124818131788,3.303886587850556,1.682885883648402,0.23505182321485618,Iris-setosa
+37,4.983456782476614,3.003323577351381,1.5126411497843353,0.07599430769852725,Iris-setosa
+38,6.33971642307524,2.9418678438701744,4.346103213170223,1.3458026147026405,Iris-versicolor
+39,6.208689039078039,3.0384129834548452,5.165379356879351,2.224450864394573,Iris-virginica
+40,6.828262906716152,2.68516135734028,5.596736969859509,2.0626361184591477,Iris-virginica
+41,5.989404608718694,2.794285887964218,4.5296331622360935,1.860101480802105,Iris-virginica
+42,5.102462001125689,3.3948307765542065,1.5218606470569755,0.09748739108815727,Iris-setosa
+43,5.481941301764672,2.5894307221941686,5.129223317044399,2.23185891181332,Iris-virginica
+44,5.0823883918642805,3.653987856195157,1.4789413514376286,0.3260870302499851,Iris-setosa
+45,6.136206647354151,3.338832989643889,5.019721882248944,0.8710428348068178,Iris-versicolor
+46,4.440552744894047,2.9087105676348046,1.609868553088895,0.16222312589425122,Iris-setosa
+47,4.912410351564736,2.665568560983602,1.2710483184281722,0.20919222345638766,Iris-setosa
+48,6.468539360468794,2.5924974576923927,5.480026964080148,1.7924800215098264,Iris-virginica
+49,6.2420399817225665,3.2409174239629417,4.728917329502806,1.5978082780095033,Iris-versicolor
+50,5.655919745883172,2.2485247399612613,4.137944999708369,1.2220517989948563,Iris-versicolor
+51,6.233382440582369,2.778722129706334,5.486932659346934,2.1314224672887,Iris-virginica
+52,6.754031868197936,2.5442325898599285,5.544593381794059,1.746074452075687,Iris-virginica
+53,5.286596878717861,2.7971399270117203,5.17359550649669,1.7694094375530822,Iris-virginica
+54,4.652627666055761,3.363464356402884,1.5135239569587995,0.15646493987502336,Iris-setosa
+55,5.349413482753678,3.4899333872066634,1.7279475538391509,0.3640402469093818,Iris-setosa
+56,6.174461675872991,3.0410161871193164,5.130314234047642,1.933323591412606,Iris-virginica
+57,7.149497228654249,3.5084335194176735,6.026071892774783,2.360406729451467,Iris-virginica
+58,5.071108605662204,3.5875234062712273,1.3172999732855024,0.20218948877366796,Iris-setosa
+59,6.818384645248327,2.6740144598076743,4.745640222262797,1.8719964382316476,Iris-virginica
+60,6.735588097511406,3.2474568587968764,5.661699775784761,2.163688958584318,Iris-virginica
+61,6.779472951304819,3.22621881760322,5.820068181831965,2.2359462479567993,Iris-virginica
+62,5.972098504243872,3.067591228719563,4.502037398881741,1.1577565231289497,Iris-versicolor
+63,7.358704450183057,3.1328670024917264,5.938025011825802,2.3264918378363175,Iris-virginica
+64,5.2403304953589425,3.118156703375513,1.5397687728960145,0.4153318715915579,Iris-setosa
+65,6.774872843695857,2.6174211110771664,3.967604453523447,1.3027415129495878,Iris-versicolor
+66,4.97460763569216,3.098318311565112,1.5286358697385407,0.11489564166107144,Iris-setosa
+67,4.87332750920293,3.3708130845400213,1.3944890343454335,0.20496312235176167,Iris-setosa
+68,5.500027343874113,3.416858386581527,1.4535227121483725,0.2730667727595657,Iris-setosa
+69,6.155692259705433,2.79010244108932,4.720773679542683,1.3687535168599139,Iris-versicolor
+70,6.132402036721772,3.226569075602271,5.160778558312321,1.2631377616285864,Iris-versicolor
+71,4.852176279449599,3.1453951334245436,1.3455289253226352,0.01971800516338157,Iris-setosa
+72,6.38521540411404,2.8627351328759922,5.6190674431316925,1.8999667411822465,Iris-virginica
+73,5.266109595111683,2.9243899735503893,1.3047179085640006,0.2965581424972004,Iris-setosa
+74,5.064919448375781,3.064477437048047,1.5322591919304303,0.3036819439554944,Iris-setosa
+75,5.705470537057232,3.066163657890518,4.283828736338845,1.2605659649676617,Iris-versicolor
+76,5.574283498618363,2.7034952427664685,4.655655681496928,2.2246381195641245,Iris-virginica
+77,6.294899151370495,2.6940555952059504,4.456172233492838,1.6744240758516744,Iris-virginica
+78,4.211250923672029,2.5530711532606065,1.5102871853413853,0.20578663258481383,Iris-setosa
+79,4.864354761897196,3.3100306720498534,4.852409601397928,1.2839122456459697,Iris-versicolor
+80,6.860056177152485,2.8968096208385536,6.057069650799269,2.051366137945274,Iris-virginica
+81,6.197793664586437,3.1271390169257236,4.856163593267294,1.7017791491423628,Iris-virginica
+82,5.6807113645510565,2.321891096790069,3.835397211432399,1.1258110538964414,Iris-versicolor
+83,4.905183511872449,3.4547816906482094,1.6738948020244422,0.20477654664614975,Iris-setosa
+84,4.822822473575582,3.0711745139282933,1.2911949911058873,0.21790542264557694,Iris-setosa
+85,5.726858479729558,2.9000978187535744,4.710576108167732,1.5931101545368491,Iris-versicolor
+86,5.742666976353662,2.728594481434035,4.3050774008887025,1.6459484000373705,Iris-versicolor
+87,4.8552818694489925,3.67475369460783,1.4971442912573254,0.4031730042245427,Iris-setosa
+88,4.645082859109084,3.073906493505543,1.6343292893768635,0.23023947044309578,Iris-setosa
+89,5.776459777675004,3.3667743656550067,4.890194779959858,2.063772944556428,Iris-setosa
+90,6.8089080848396595,2.845756560719168,5.763357095550294,1.7727564547094838,Iris-virginica
+91,5.249589279488091,3.5920269358243577,1.51593619198974,0.288487273601132,Iris-setosa
+92,6.171962747172786,2.638255872552271,4.210062965365106,1.0004197200460663,Iris-versicolor
+93,6.389644066482069,2.649928037716037,4.292991663414912,1.1993036468716956,Iris-versicolor
+94,4.9733551231128645,3.291174166898995,1.1993732385839788,-0.026501478433075543,Iris-setosa
+95,6.245141691448849,3.3609870762403835,4.961072327397768,2.104027492712528,Iris-virginica
+96,5.652396663807554,2.4736330159618345,4.5160437627821,1.5526560002310197,Iris-versicolor
+97,5.199600625893402,3.4388667037879683,1.5260092344602918,0.24058825961418884,Iris-setosa
+98,5.7129522198410765,4.348369375848952,1.5330340931047344,0.4525798217861334,Iris-setosa
+99,5.944408669866966,2.4009663777244605,3.810608608607116,1.4847200554437225,Iris-versicolor
+100,6.759951946824375,3.25417169616722,6.24489549568148,2.2935015803507723,Iris-virginica
+101,6.046760199169605,3.0366759149045226,4.22228425926444,1.239347875537769,Iris-versicolor
+102,5.54375348939182,2.5551766300857204,3.888344106693566,1.1502733088807373,Iris-versicolor
+103,5.10131107914614,3.5825742678996817,1.5880912114575665,0.2829323601575099,Iris-setosa
+104,6.605159514863325,2.8173312327586726,5.574846309858859,1.8014139300466223,Iris-virginica
+105,5.240550885254402,2.5648099564256053,4.055924312590404,1.4195276341212542,Iris-versicolor
+106,5.400053767605289,3.2918829347044922,1.646317973805678,0.35953032606415675,Iris-setosa
+107,5.685958638251677,3.113821147689638,5.021901656535365,1.667065838443541,Iris-versicolor
+108,4.720973336771249,3.3885013935631503,1.3133352100521984,0.11571226726438152,Iris-setosa
+109,6.258097931163444,3.0265917316170947,5.647849376306403,1.6754991345047063,Iris-virginica
+110,5.65534212371654,3.0137131507400086,4.797191130390607,1.2880071451196442,Iris-versicolor
+111,6.877143597083245,3.3914560585695135,5.804823221349965,2.4229588364910217,Iris-virginica
+112,4.480375739155665,2.9374537506859033,1.3234720473057862,0.16211066772692417,Iris-setosa
+113,5.662532010549741,2.659064841317436,5.468745792867848,1.8141969689149813,Iris-virginica
+114,5.179023671512021,3.4008455406401996,1.574100732225103,0.42323954800120844,Iris-setosa
+115,5.506643600208043,2.606194054564786,4.50090073666991,1.7927449385528964,Iris-versicolor
+116,6.775532984630272,2.82072093467714,4.550094921636079,1.7298688894445646,Iris-virginica
+117,5.156275219609622,3.058973530567164,1.4263236367024155,0.22481635782906467,Iris-setosa
+118,7.280725749604787,3.8479923650990346,5.999249202956009,1.9452471291277744,Iris-virginica
+119,5.817157060548066,2.8978923953019735,4.14113315414032,1.2444639209596389,Iris-versicolor

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
+0,6.198592479382287,2.8531543165734736,4.475740747526006,1.8958264723077813,Iris-virginica
+1,5.20777420042907,3.3184125466090384,1.222464287196164,0.09623594008045439,Iris-setosa
+2,4.774668230100611,3.178524278706055,4.975377965598469,1.7767219030997794,Iris-setosa
+3,6.824154036925522,2.8765904926547994,4.389396080549127,1.2677555817146189,Iris-versicolor
+4,4.261661901106795,3.3199379539823672,1.346248677102269,0.25194118582297803,Iris-setosa
+5,5.184868616293609,3.919515576570655,1.4517448880784745,0.2754765146204543,Iris-setosa
+6,5.532905373694157,2.594912197729788,3.8913862166292694,1.4502747780455207,Iris-versicolor
+7,4.987410556233029,3.2573888686387087,1.5896694521163446,0.4840580540817161,Iris-setosa
+8,5.928808844510651,3.3765897712293853,5.166479884971415,2.0515280805928717,Iris-virginica
+9,4.488474704557724,2.4910680025171836,1.3314410841467526,0.12573551448871192,Iris-setosa
+10,4.96619147948126,3.3300196841499905,1.3837786886549104,0.2907893742110275,Iris-setosa
+11,6.588972877250625,2.9045869036255425,4.581180988185599,1.3655456106255097,Iris-versicolor
+12,5.208396932072568,3.4745080944889164,1.510723822213634,0.3489889245861158,Iris-setosa
+13,5.100747779415506,3.7380388614044544,1.475410289073585,0.27727579319647516,Iris-setosa
+14,5.157553684349113,3.8129101416221802,1.2108307302897239,0.3649193508930103,Iris-setosa
+15,5.928780680798366,3.1448075656226004,4.925711142969694,1.9023813539269372,Iris-virginica
+16,7.175455396676995,3.38823728957237,6.101407339237813,2.2883664627750875,Iris-virginica
+17,5.665234710184185,2.603712136979479,4.091190904678227,1.2342764782501165,Iris-versicolor
+18,6.633661168258381,3.4046319333792985,5.796404078947001,2.422648401462531,Iris-virginica
+19,4.493748972101272,2.59360609493257,1.589795303796186,0.46559775796120106,Iris-setosa
+20,6.3856872035933,2.8113708516127973,4.752543414798287,1.6475975806387826,Iris-versicolor
+21,6.76563714161781,2.8685670411127226,4.968632809814211,1.5494513916366532,Iris-versicolor
+22,6.187855362962276,2.6941274920527496,4.843386268239272,2.3815747762704373,Iris-virginica
+23,6.506641715494339,2.653283282910588,5.453500666313765,1.9692294041665472,Iris-virginica
+24,4.829082233503887,3.716503239606387,1.4525766274716818,0.09524988801443726,Iris-setosa
+25,5.696310305088458,2.238673103342291,3.4649776933419814,1.1736547160497963,Iris-versicolor
+26,5.841491115855193,3.1507578076756624,4.410733063254266,1.6265178364738715,Iris-versicolor
+27,5.174729782222065,3.7333120872429086,1.2718427273314843,0.42320435391309164,Iris-setosa
+28,5.896379153948121,3.069815656322757,5.001385941699136,1.7641195982068856,Iris-virginica
+29,5.042023094034109,3.7238211049245957,1.3364067356202105,0.33904976196219877,Iris-setosa
+30,4.951050984576175,3.6115732593586207,1.105348841040768,0.38648790344335837,Iris-setosa
+31,5.497536481976871,3.4912226659360055,1.425024784249893,0.46000383930187344,Iris-setosa
+32,4.869667497640965,2.068417212710258,3.3574921170212595,1.2383025239181737,Iris-versicolor
+33,5.388508941225007,3.3162252397193788,1.5385108128493357,0.6560504765395515,Iris-setosa
+34,5.625250719131758,2.9697065762807378,4.402729401864122,1.7066478415077146,Iris-versicolor
+35,5.5258283127708925,3.329226574803997,1.4196019628473038,0.2834983180557711,Iris-setosa
+36,6.222063834815929,3.1366240478608427,5.102480543180104,1.6879595963798142,Iris-virginica
+37,5.423335000303775,2.3844420055864686,4.3188172524108,1.2316356275897942,Iris-versicolor
+38,5.272486907617727,2.6711254290215805,4.34754995173268,1.3921413644862235,Iris-versicolor
+39,6.777665705064942,2.8031084759496943,4.713948295542382,1.7061245615377854,Iris-versicolor
+40,4.986608356468658,3.1833857934724272,1.7235856801754723,0.09883410755234148,Iris-setosa
+41,6.139104374816196,3.241818587747786,4.196470804949103,1.6580780259874677,Iris-versicolor
+42,4.892245635723457,3.3095517703212294,1.265740285215736,0.37277861723515837,Iris-setosa
+43,6.555911362750118,2.5283278371483613,4.368637801562338,1.2643085123465259,Iris-versicolor
+44,6.856218391626367,3.0612473809863547,4.680380333943868,1.5980061743425946,Iris-versicolor
+45,5.48658029771601,3.4556268069062503,1.5023783834941742,0.019917648935069143,Iris-setosa
+46,5.167947832056707,3.4426687713096977,1.5244634836285555,0.15738557571572925,Iris-setosa
+47,5.145312448208901,3.777562436887794,1.3406370909746532,0.2605114015545689,Iris-setosa
+48,6.278211958165452,3.3013886793966813,5.227736067578681,1.980487406825643,Iris-virginica
+49,6.148801014565479,3.1693517852476654,4.767249560138421,1.2706369578092038,Iris-versicolor
+50,6.992635735329644,3.3405041777512055,5.926950103932171,2.4254137185484623,Iris-virginica
+51,6.522026571970623,2.4988534893886003,5.360933113153401,1.7143127536100948,Iris-virginica
+52,6.071079672412305,3.1706307934531575,5.159920479042221,1.5332160490439664,Iris-versicolor
+53,6.288253124031699,2.9975920659583695,4.602781261310073,1.5463521384369368,Iris-virginica
+54,6.077108595945811,2.97678935136134,4.276501779235179,1.5769186673746936,Iris-versicolor
+55,6.6922319585599634,2.673040467340166,4.408670037869043,1.2878918264112875,Iris-versicolor
+56,6.598819897615235,3.1353569435944912,5.366903257440399,2.1222772364645035,Iris-virginica
+57,5.401219830849753,2.474572376254908,4.118852177031919,1.3578172241554458,Iris-versicolor
+58,5.4710301140703645,2.5583662897424158,4.103762701113854,1.0265859135731676,Iris-versicolor
+59,6.181499826295794,2.8764269418736124,4.281614845979558,1.293371346412045,Iris-versicolor
+60,5.3540115803019575,2.7534896164305134,5.375874974741279,2.21647736084113,Iris-virginica
+61,5.050597940178087,3.5270742803238404,1.600035248318697,0.13275470154119864,Iris-setosa
+62,5.367838953165632,2.5297075287904063,4.881443280540601,1.7024623996170396,Iris-virginica
+63,6.852887346009993,2.962954949831331,5.588708087647823,1.8270139612458387,Iris-virginica
+64,5.759875656418361,2.764114959815938,4.393374806195134,1.4877791599370902,Iris-versicolor
+65,6.5379558670665165,2.738801082058255,5.557919841859582,1.6139584432889538,Iris-virginica
+66,5.017845160877035,3.066317594117942,1.4828820166647363,1.9939982497738453,Iris-setosa
+67,4.559225969220543,2.9172862934964576,1.4886848415638534,0.21024793434594302,Iris-setosa
+68,7.829586790212254,3.692095451719834,6.778875841455159,2.082391596661662,Iris-virginica
+69,6.589582896819513,2.867659889412248,5.232258353392798,1.9007373373535064,Iris-virginica
+70,6.045265836341441,3.301791725203763,4.972900778005409,1.8458362506872092,Iris-versicolor
+71,5.411159332754799,3.1105238421612174,1.2303121243871162,0.22004744964664133,Iris-setosa
+72,5.246409558522608,3.44495002339549,1.287378566349031,0.48848045611072044,Iris-setosa
+73,5.967684276688388,3.8722931878371885,1.6051036810137451,0.39448554521881773,Iris-setosa
+74,5.430749619459988,2.796622414628846,4.551849468803596,1.5106195255562607,Iris-versicolor
+75,7.590734045297783,3.3871398296417667,5.875807405119501,1.9542946795621514,Iris-virginica
+76,6.273534251477741,2.9744040851103364,5.785483177428039,1.8467569106797617,Iris-virginica
+77,5.319225734537756,3.5429479070819627,1.5349022645806625,0.4730470383957984,Iris-setosa
+78,5.3210075063632685,3.678228933375771,1.5699341933917883,0.5081280591684143,Iris-setosa
+79,5.632289719921552,3.0878333931594657,4.590156391548302,1.9626229434601365,Iris-virginica
+80,5.949615522936633,2.9450775536270952,4.987987630202097,2.14970017815538,Iris-virginica
+81,6.277266969776036,3.127284384371436,5.482105473232008,1.6301372872638005,Iris-versicolor
+82,7.234249139126837,2.6200006879052946,5.890128944049288,1.845577834699125,Iris-virginica
+83,5.144656377255234,3.4785916088841433,1.257026788524821,0.2167729718079274,Iris-setosa
+84,5.619941781548465,2.988141915218666,4.848260945374662,1.3174475429771484,Iris-versicolor
+85,6.526405298556407,2.6217103806013773,5.876320363955527,1.5148816957195825,Iris-virginica
+86,5.548890795733329,3.9180028237201987,1.5451331317492203,0.3075052095681353,Iris-setosa
+87,5.133642565949549,3.339620596958999,1.5441864676280086,0.07002733385947157,Iris-setosa
+88,6.273203127485126,2.5511589713277294,5.1421484162558375,1.6597917283433044,Iris-virginica
+89,4.935127735269857,3.1808675157821615,1.7100369474237007,0.19083668682056337,Iris-setosa
+90,6.616215864605261,2.761854473919087,4.924274407416029,1.9776362483015983,Iris-versicolor
+91,5.34652302114132,3.256336877597936,1.2599987363762333,0.1649123086290929,Iris-setosa
+92,6.8026748521854925,2.5387627303864018,5.738890379801941,1.8424998861949198,Iris-virginica
+93,6.463938708110474,2.824191209469673,4.9876762149048135,2.0024158433703185,Iris-virginica
+94,4.402899908451729,2.745918430804517,1.5559960040094687,0.22893929794102613,Iris-setosa
+95,5.176853141059473,3.393389199170919,1.4826128399377847,0.17362894170865306,Iris-setosa
+96,5.815932173248494,3.718850125306182,1.6410157792471123,0.24692964731753334,Iris-setosa
+97,6.185987000826705,3.2440505136018416,4.210397186268696,1.352741254241887,Iris-versicolor
+98,5.600606185953207,2.7880104201803064,5.108601363342539,1.7767156798457098,Iris-virginica
+99,5.944680487415959,2.7724585559534067,4.55895734366475,1.2239585692204578,Iris-versicolor
+100,6.824897206000829,2.7605934022237912,5.4578938740057135,1.8293162389069502,Iris-virginica
+101,4.795169494720602,3.227246063453264,1.3882586216973596,0.07257768296222675,Iris-setosa
+102,5.026471320045208,3.5628227285615397,1.5660838239296422,0.3387569988234336,Iris-setosa
+103,4.731112177224208,3.1259055686426716,1.5503030079693942,0.05316589561044496,Iris-setosa
+104,4.831681683218544,3.1125340815953852,1.7057678517886279,0.3264835697356903,Iris-setosa
+105,5.6769883426755365,3.7496589684513126,1.5022967482964948,0.2611267270485251,Iris-setosa
+106,6.5802052226409256,3.2097125205175296,5.010061751411628,1.4915431061749704,Iris-versicolor
+107,5.133796139126896,3.697368327902361,1.7798614442292726,0.17613481585705631,Iris-setosa
+108,5.868864211100867,3.2295171549502375,4.523937248522105,1.5809130080838965,Iris-versicolor
+109,6.238662332391738,3.248739238904491,4.835020784663285,1.6982097467645583,Iris-versicolor
+110,7.36573750516469,3.0543142694636187,6.112717533938339,1.8944454627060079,Iris-virginica
+111,6.494851487719945,3.0962986487786197,5.578066879829795,2.126389338555944,Iris-virginica
+112,5.798138320949499,2.881560423723441,5.372473590765233,1.7841737088342797,Iris-virginica
+113,5.989065875410939,2.9827224804455836,5.002114300839413,1.7917087975107995,Iris-virginica
+114,6.356207572846079,2.6274536365937253,5.256595727447126,1.733672290552343,Iris-virginica
+115,4.6964676591281815,3.20981822450924,1.3648590608698568,0.25534382769045866,Iris-setosa
+116,5.361958957187149,2.2535353189949516,4.898496740518146,1.7518312305099393,Iris-virginica
+117,6.24075859610867,3.03119179892644,4.89219251142766,1.1821191654965966,Iris-virginica
+118,7.930141804115818,2.7913052530790647,5.887019580718137,1.9966734403462527,Iris-virginica
+119,5.365196370685484,2.7917599107683087,5.440712600152011,1.4060139630214425,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