a

iris/tab_ddpm/6_4/0/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.7093804092412235,2.6471970074641398,6.899998704206252,2.289146825202909,Iris-virginica
+1,5.8001198738460396,2.686910085608072,5.107923628500289,1.8833776788766254,Iris-virginica
+2,6.208710212751002,2.2023475778663437,4.469741167543561,1.4870002388416175,Iris-versicolor
+3,6.535306097493901,3.0,5.79775403007563,2.198396564695218,Iris-virginica
+4,5.446840482006931,3.0,4.505054798959872,1.4893571778142534,Iris-versicolor
+5,5.7899466007609535,2.7056790618270536,5.07624403676259,1.8870959173702233,Iris-virginica
+6,5.14559837451447,3.502581359587256,1.4153837130814935,0.20122595588408282,Iris-setosa
+7,6.0040192891309365,2.2138376441166865,4.007269060106671,1.0095671516191218,Iris-versicolor
+8,6.939001489119197,2.8122277174547645,4.823055965677859,1.411492926968825,Iris-versicolor
+9,5.064234028886612,3.493919551479803,1.3894854978200852,0.19622983005026956,Iris-setosa
+10,5.393995118197391,3.0,4.475511062082206,1.5105555709920726,Iris-versicolor
+11,5.390129505821616,3.763581705998242,1.5132421145266794,0.20312904597912299,Iris-setosa
+12,5.6391801004601945,2.6748379301539367,4.461554702310198,1.2464308165015783,Iris-versicolor
+13,5.648239190463969,2.905327992029284,3.955498941916658,1.2925652384275548,Iris-versicolor
+14,5.534829587720942,2.395366342859052,3.65562382128342,1.0032103516777087,Iris-versicolor
+15,6.589210391991805,3.0,4.423128015645525,1.4110779832934457,Iris-versicolor
+16,5.557608821908715,2.6673372691440624,4.436823085422621,1.2510753778267127,Iris-versicolor
+17,5.530358662292987,4.199999333232429,1.4199667315723992,0.20160051788148914,Iris-setosa
+18,4.942094365366692,2.391148622491662,3.4343425384266513,0.9859884195115458,Iris-versicolor
+19,7.674826210812645,2.802053631875481,6.670130000206928,1.9941056919043105,Iris-virginica
+20,5.350868093836371,3.389533143530074,1.4920939227884435,0.38879009742516996,Iris-setosa
+21,5.721384537915079,2.857159505458675,4.220040570540671,1.2858203097867693,Iris-versicolor
+22,4.982360619168546,3.4158600148334193,1.570974425013493,0.3494197141102348,Iris-setosa
+23,4.990201396700188,2.0000013521704765,3.5387056232270906,1.025363274865709,Iris-versicolor
+24,4.400000867088925,3.1912132997191787,1.3277916219470345,0.1984534072453466,Iris-setosa
+25,5.632492393767929,3.0,4.531046870971333,1.5106248968753868,Iris-versicolor
+26,5.879445307694587,3.1812850008223608,4.755775757189414,1.754193050063561,Iris-versicolor
+27,5.672993335392114,2.956172369621303,4.088984360392596,1.2905704230592163,Iris-versicolor
+28,6.12950453210626,3.3916015243723296,5.3255193542215435,2.3204276206933825,Iris-virginica
+29,5.1709535061827525,3.321496395529673,1.5942513611017317,0.45912071637212487,Iris-setosa
+30,7.423692043952191,2.9049726432791028,6.4531321361506375,1.8595629300905678,Iris-virginica
+31,6.080947335167636,2.7955640742475936,4.672784589962522,1.2024112023630638,Iris-versicolor
+32,4.78309355390866,3.0,1.3929317976351265,0.36508650904822426,Iris-setosa
+33,5.402914886484924,3.40324672748661,1.5124727171595913,0.29818748690137864,Iris-setosa
+34,5.015688157921003,2.0,3.660833632008831,0.8464386507332049,Iris-versicolor
+35,7.297260677303469,2.9049020724157177,6.283240900210208,1.7876727183855456,Iris-virginica
+36,6.836363451941881,2.8026069325183287,4.80591155047729,1.4078787486319622,Iris-versicolor
+37,5.032222357321861,2.0,3.684641006814905,1.013605399173749,Iris-versicolor
+38,6.496831576241813,3.200210154295218,5.071514220074914,2.002822384714199,Iris-virginica
+39,5.956125243863167,3.381238226432612,4.466446017334629,1.5980246676087726,Iris-versicolor
+40,4.822176742068189,3.413282682577607,1.6794319593063336,0.2017436426159441,Iris-setosa
+41,5.0843503019732985,3.302964803621785,1.6155344565575611,0.44139628496396577,Iris-setosa
+42,6.923534955634603,3.0800624447718423,5.11081372617487,2.2964332068614595,Iris-virginica
+43,6.019372497156629,3.409858117736058,4.468566185477474,1.5866294802883265,Iris-versicolor
+44,6.324631893370826,3.2694126265043875,4.721118609141831,1.5947087590116724,Iris-versicolor
+45,5.709948080926496,2.8220379106846827,4.269622450409238,1.2654743986359112,Iris-versicolor
+46,6.29000375588434,2.6909619959511057,4.916209790079201,1.798984774615891,Iris-virginica
+47,4.492868121777075,2.3188323369365476,1.290094212451904,0.299036023214305,Iris-setosa
+48,5.987139561982283,3.0,5.107324631858281,1.8127654994940725,Iris-virginica
+49,6.684162293482316,3.2929508147439526,5.653039094686831,2.0858111745313868,Iris-virginica
+50,7.687489435639141,2.570119197562239,6.9,2.294976862455017,Iris-virginica
+51,5.009081512436121,3.385896355618416,1.6693421414390972,0.40763939976290275,Iris-setosa
+52,4.823929417644601,3.0,1.4042103339991856,0.29117894594340454,Iris-setosa
+53,6.497055639774534,3.0,5.782199362763828,2.187274175537386,Iris-virginica
+54,7.609016207140662,3.0,6.615147662725621,2.0971679473050413,Iris-virginica
+55,5.47707272760143,3.0,4.521297667932388,1.4750062680695812,Iris-versicolor
+56,4.974773117325641,2.0,3.5158065794478115,0.9586680380144508,Iris-versicolor
+57,7.433741477261111,3.0,6.331474050714822,2.0890461293310407,Iris-virginica
+58,5.167318180893018,3.761023843829964,1.443563002805823,0.4354279548680414,Iris-setosa
+59,5.749030338240394,2.9105602436085056,4.494593784829776,1.385760277761555,Iris-versicolor
+60,5.515480445853635,2.5224844559357287,4.218544115645838,1.1619305009599037,Iris-versicolor
+61,4.867279314327444,3.413232465529896,1.6886571672144564,0.2010536525997427,Iris-setosa
+62,5.066153585329267,3.360669832012264,1.598121066970767,0.40102774747057124,Iris-setosa
+63,6.20791586540441,3.4004514099838676,5.377066627416794,2.3049650157364625,Iris-virginica
+64,5.989509783923754,2.855894474957045,4.466515949782153,1.4684032197528856,Iris-versicolor
+65,4.8016192712458325,3.399965583673419,1.6016394999694192,0.20022244220984275,Iris-setosa
+66,5.509532304715616,2.4030416290312404,3.7563606478574467,1.0084314983515144,Iris-versicolor
+67,6.211766508193482,3.3982707334464948,5.376901298369548,2.2946738790864254,Iris-virginica
+68,4.904985522043272,3.0,1.407849574892037,0.20314166834515157,Iris-setosa
+69,6.295418060075407,2.4722078948390545,4.999445527347485,1.899618610885682,Iris-virginica
+70,6.205128752843499,3.3980561416824724,5.4287743539924955,2.304193620490965,Iris-virginica
+71,6.75097261575089,3.2455814399404663,5.790941560119849,2.213645459486882,Iris-virginica
+72,5.865635244206848,3.2160825384475817,4.82281994665449,1.8231610494989157,Iris-versicolor
+73,6.526341417324467,3.0,5.502691955221959,1.7905827179324076,Iris-virginica
+74,4.582942529493156,3.5621475547562667,1.0000005847082405,0.19784107196242873,Iris-setosa
+75,4.994405102172035,3.38243281492993,1.5764258885893458,0.4177428426599032,Iris-setosa
+76,5.104064898857994,3.5100087265870914,1.3866589551903712,0.19864346546919645,Iris-setosa
+77,4.491427398583205,2.2925210569863204,1.2936396221352433,0.2998286609380956,Iris-setosa
+78,5.972442873178871,2.180044645829713,4.0114046087193,0.8650352892644515,Iris-versicolor
+79,4.9975674668748615,3.0,1.5803248930820537,0.20215410306590834,Iris-setosa
+80,4.497970723553769,2.273719314652111,1.3256683284754285,0.29850710545035614,Iris-setosa
+81,5.886254663092037,3.226634082212923,4.808172575578275,1.8070672820617464,Iris-versicolor
+82,4.99541798488986,2.0,3.5968433209062067,1.01817526000944,Iris-versicolor
+83,5.257414076147821,3.405608073990604,1.451227634721169,0.20673244556686585,Iris-setosa
+84,5.953822256166938,3.205755705111268,4.78695938993312,1.7807137514403584,Iris-versicolor
+85,5.691162770316093,3.0,4.201423617857578,1.200018941201386,Iris-versicolor
+86,5.496498050844281,2.3940160797763057,3.726347001798456,1.018540451035228,Iris-versicolor
+87,6.7034647605176225,3.0,5.015900106918704,1.7111467626194343,Iris-versicolor
+88,6.705475208000239,3.0971183259448676,4.7434541842132,1.5145890291393465,Iris-versicolor
+89,5.454890828309467,3.4334621976293205,1.6521491021531234,0.202322555988436,Iris-setosa
+90,6.224512978138755,3.3234942314190534,4.64062908027453,1.5795970771108605,Iris-versicolor
+91,6.192778993035459,3.3799402110307555,5.4265136178603575,2.3037199412656704,Iris-virginica
+92,6.934254187847842,3.0,5.726870416503727,2.1627350690214517,Iris-virginica
+93,5.309262241504571,3.3720497081089373,1.6185872698882342,0.20609916973528403,Iris-setosa
+94,6.555314629652679,3.114868098504655,5.461141205945062,1.9335696049932605,Iris-virginica
+95,4.400000627314508,3.2101195946816294,1.300694967515082,0.20265393915787003,Iris-setosa
+96,4.845907551481595,3.0,1.4467046265741388,0.10000009571109039,Iris-setosa
+97,4.877414246441361,3.0480920652709598,1.4671952472664591,0.1,Iris-setosa
+98,5.727002777895266,2.8984431253115397,4.2317378703168345,1.3084460305668697,Iris-versicolor
+99,6.009485327608905,2.904051990173883,4.510889386388598,1.4827503301128073,Iris-versicolor
+100,5.090849490356553,3.7350234778632596,1.4921145052111606,0.4065594618521873,Iris-setosa
+101,5.811076485780928,2.6995122906854463,5.108969067282802,1.8923207547746812,Iris-virginica
+102,5.595784914462903,3.0,4.223577029437135,1.3543841183157903,Iris-versicolor
+103,4.92642308542643,2.4267848446085543,3.409914297525904,1.0249041550197298,Iris-versicolor
+104,6.569868457081534,3.0,4.418500275167126,1.4089697116577422,Iris-versicolor
+105,7.702617609241304,2.785871431855832,6.697592561960885,2.0004298567442467,Iris-virginica
+106,5.912783202485381,3.211130155768528,4.783821683357694,1.7802538387920401,Iris-versicolor
+107,7.610787259764017,3.0,6.600017455190181,2.0835038984013536,Iris-virginica
+108,7.665662025087616,2.7893065702681783,6.710503239314578,1.9871616570085673,Iris-virginica
+109,4.400000757656056,3.1779052241388266,1.3326532083761826,0.20260717669149578,Iris-setosa
+110,7.899998536181561,3.783909384792534,6.387568808286104,1.9899011667036322,Iris-virginica
+111,6.116037327601376,2.813626317017238,4.722884233571175,1.2034445410155037,Iris-versicolor
+112,6.628808491102449,3.134144603186134,4.74801906099624,1.544581059049068,Iris-versicolor
+113,4.91321438081982,3.124003751223241,1.5160326176380838,0.1,Iris-setosa
+114,6.694097288400444,3.0888646502722423,4.7072130073439515,1.5013864096662566,Iris-versicolor
+115,4.8241874478414735,3.381848755560297,1.874363571113493,0.19946141558653618,Iris-setosa
+116,5.6403625193844675,2.9840748525786727,4.130599884069344,1.3135912180490739,Iris-versicolor
+117,6.713373331122256,3.0,4.989279516360331,1.7163790616541803,Iris-versicolor
+118,6.481156756333807,3.0,5.81092718155013,2.1578926539364467,Iris-virginica
+119,5.001538358193436,3.639069646678413,1.3717604211941568,0.20329788864971873,Iris-setosa

iris/tab_ddpm/6_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/tab_ddpm/6_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/tab_ddpm/6_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/tab_ddpm/6_4/1/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.187896384430762,3.383723492329342,1.4062630055707146,0.2018231251173602,Iris-setosa
+1,4.802434560984244,3.0,1.4058847379314239,0.29986519177196386,Iris-setosa
+2,4.8730150208500085,3.061712247597824,1.4824336430576746,0.10000012198621107,Iris-setosa
+3,5.514760363933686,4.199999148851121,1.4018845190627962,0.1985741178574525,Iris-setosa
+4,5.688229737167891,2.891495927326008,4.117826175783422,1.3001890519020616,Iris-versicolor
+5,4.899072949324266,3.0,1.3777060621191612,0.20160020766070932,Iris-setosa
+6,5.575715484693366,2.6512185406609294,4.438946833981452,1.2617780467667399,Iris-versicolor
+7,5.80231380048304,2.7090274168235084,5.111209824086776,1.8950380258578396,Iris-virginica
+8,6.063061451718067,3.3942494500911424,4.526089963203583,1.5994880820584487,Iris-versicolor
+9,4.859509912150479,2.426260279465604,3.172232199148853,0.9376664861130601,Iris-versicolor
+10,6.6466273497284325,3.0840561604326457,4.675386436725252,1.4727298534729403,Iris-versicolor
+11,5.567622665753336,3.0,3.8762055531803736,1.298567004909591,Iris-versicolor
+12,7.335674311562186,2.895005973804498,6.3215735926807355,1.8046970226761745,Iris-virginica
+13,6.692983840292697,3.0,5.003020982920596,1.714907340860461,Iris-versicolor
+14,4.895130048205377,3.0,1.390869612241319,0.20154995643598722,Iris-setosa
+15,4.400000567623876,3.185359683591174,1.2977699815658106,0.190756328904376,Iris-setosa
+16,4.99914419301112,2.0000004725895306,3.4665132829830143,1.0157104194192441,Iris-versicolor
+17,5.030626998951308,3.0,1.707626979673437,0.2005072503415881,Iris-setosa
+18,6.178717248807137,2.81965133451317,4.687762921316884,1.2427163191893884,Iris-versicolor
+19,6.440931148091708,3.1546774767814147,5.187040717974706,1.9753260552505505,Iris-virginica
+20,7.564412918246591,3.0,6.557038146655389,2.0911718346662846,Iris-virginica
+21,6.725225483056113,3.270372643959432,5.703068516403647,2.5,Iris-virginica
+22,7.704032423228827,2.5962727686089435,6.899998806478319,2.310166277551975,Iris-virginica
+23,6.585852888580559,3.0,5.597149688677339,1.8036338870987607,Iris-virginica
+24,6.49623416266219,3.0,5.790120289080635,2.1970295262095627,Iris-virginica
+25,4.9052478162601165,3.0,1.411430862017498,0.2012530930297962,Iris-setosa
+26,5.081525898634271,3.5046623113719164,1.4011905368414697,0.2060632693174581,Iris-setosa
+27,6.90174649033676,3.177356693139473,5.922405143952988,2.25403427614677,Iris-virginica
+28,7.899998918465165,3.8227773144107933,6.435193029772652,1.9971767050774216,Iris-virginica
+29,5.771404979214319,3.0,4.600935723103009,1.6512241965453183,Iris-versicolor
+30,6.127954234765051,2.8527681674994647,4.639886566140976,1.2570199635307633,Iris-versicolor
+31,5.793473934003382,2.7791877016372166,4.232915684768346,1.0998404266885426,Iris-versicolor
+32,6.748909769216651,2.520198999605404,5.8177037043667506,1.8004532126195707,Iris-virginica
+33,7.598709206927881,3.0,6.607998169999006,2.0876335869037064,Iris-virginica
+34,6.719659686072595,3.3028960439765918,5.748909220914514,2.117563355269786,Iris-virginica
+35,5.392145411090168,3.8807833910774825,1.3235267443012342,0.36440156062091117,Iris-setosa
+36,6.072804404248225,2.990360465886267,5.073178990855327,1.7923774033682358,Iris-virginica
+37,5.394377385225886,3.9006023983933953,1.2887647129812294,0.4629231123839034,Iris-setosa
+38,6.097081400173943,3.3673361693480564,4.592333161484397,1.6052701136681118,Iris-versicolor
+39,4.581233765272538,3.6127830468350712,1.0,0.19454385538470875,Iris-setosa
+40,5.121725910317765,3.4970867082711896,1.3822617097087826,0.19551612450221384,Iris-setosa
+41,4.794384646798297,3.0,1.4174503972244654,0.10000012512493062,Iris-setosa
+42,5.975623202071333,2.877145443896545,4.494194659449887,1.4554473932255496,Iris-versicolor
+43,6.781657124238488,2.7860368478905215,4.787087252736834,1.398835333051096,Iris-versicolor
+44,5.813894194786784,2.708057957674279,4.077101668709806,0.9400444768761689,Iris-versicolor
+45,5.68857033526911,3.7848818897284486,1.7414222048708643,0.2983784967197252,Iris-setosa
+46,6.254591228314501,3.3824308957482576,5.4093252740315325,2.3064697837278914,Iris-virginica
+47,6.217683129011108,2.183285598176219,4.476901239475516,1.4962658314472224,Iris-versicolor
+48,5.978999817108441,3.40134605909006,4.49832285439827,1.588145897519504,Iris-versicolor
+49,4.810550741006264,3.395736030680418,1.5760171643978667,0.19829994873058154,Iris-setosa
+50,5.891357508691718,3.1952992421703925,4.813697617723324,1.8050499218475677,Iris-versicolor
+51,4.999844825928466,3.0,1.5752782549299664,0.2000770194909612,Iris-setosa
+52,5.693190427143391,2.8783980863361,4.146297239736336,1.3021964066591403,Iris-versicolor
+53,6.499795960127715,3.0,5.489951195226789,1.8100137590293697,Iris-virginica
+54,6.288171159191712,3.132716947999506,5.584354006454093,2.2682311655025362,Iris-virginica
+55,5.012969568195144,3.441231795513831,1.5481226414852187,0.3847642567022625,Iris-setosa
+56,6.560203830611325,3.253980843139077,5.3389732556563665,2.049233209549017,Iris-virginica
+57,5.672207944491326,3.0,4.205363114591389,1.201883129522611,Iris-versicolor
+58,6.411557008082909,3.0,5.493338783339072,1.8115662619037842,Iris-virginica
+59,5.376717617344451,3.3983612542569093,1.5746493341363625,0.20167855118625394,Iris-setosa
+60,5.992038427635833,2.928629388003646,4.510326521963295,1.3678466045670437,Iris-versicolor
+61,6.9136440018993275,3.0851806541546294,5.09840323466888,2.304354877645271,Iris-virginica
+62,4.811060819155612,3.3978882297122857,1.9618549378170163,0.20002128278544,Iris-setosa
+63,4.78985295966517,3.3927042924503517,2.1758920517291087,0.20382645616805503,Iris-setosa
+64,4.4,3.196037699685466,1.3209061004766558,0.19414086272590814,Iris-setosa
+65,5.511207223944666,3.0,4.522933657392176,1.4947643661374515,Iris-versicolor
+66,5.524971982747206,2.4030305911802725,3.7517933412120095,1.0093802672923686,Iris-versicolor
+67,4.983396762717241,2.0,3.4877265438825473,0.9776706965756345,Iris-versicolor
+68,4.927349407397701,2.3890333062022604,3.2969870136557433,0.9169365021867528,Iris-versicolor
+69,4.892413063361797,3.0,1.4026461893641398,0.1988373049528061,Iris-setosa
+70,5.39355729453709,3.374621434263157,1.9008374837696147,0.20035821212948834,Iris-setosa
+71,5.6644531064675885,2.569342236186296,3.999709805209582,1.0944076233283733,Iris-versicolor
+72,5.110974899839399,3.2889928880148345,1.6388975938164811,0.500869068799311,Iris-setosa
+73,5.495581860718172,3.0,4.506107946557804,1.498902067073436,Iris-versicolor
+74,5.535177510768031,2.422228917522654,3.7274257572797644,1.0038728032281956,Iris-versicolor
+75,5.5881426729319985,2.923405134930966,3.719965369628141,1.3049890813193417,Iris-versicolor
+76,4.914875341549213,2.41444326511435,3.312899308628765,1.0162232603922825,Iris-versicolor
+77,4.4,3.1911033315390327,1.3291241013900403,0.19954722952377524,Iris-setosa
+78,4.881401442960538,2.4040886995443254,3.2428001003586173,0.9894483262744338,Iris-versicolor
+79,5.924464677946991,3.0,5.139260608386937,1.8154816791141015,Iris-virginica
+80,5.075243697563472,3.5443979913395913,1.4176129245899813,0.21479387085868332,Iris-setosa
+81,4.5813392740384975,3.554519312202563,1.0,0.20285090431750089,Iris-setosa
+82,5.797500017232014,2.709038480883785,5.090089501424737,1.8948527822860486,Iris-virginica
+83,5.989785387962857,3.3849734814469556,4.494131078061791,1.5613434931104428,Iris-versicolor
+84,6.939528757200908,3.088706812756248,5.103938042479028,2.3116467596420844,Iris-virginica
+85,7.683054522967962,2.640634171256113,6.899998164569979,2.290447058481325,Iris-virginica
+86,7.699895803147058,2.6217632857096076,6.89999853759514,2.298903270644707,Iris-virginica
+87,6.695721118271225,3.289648512077985,5.742836375978418,2.4999995607387016,Iris-virginica
+88,6.385356210769709,2.9621404046291864,5.555617791690521,1.7941433881582347,Iris-virginica
+89,4.4,3.2296227988561124,1.2845318157911858,0.19901362840507267,Iris-setosa
+90,6.291250448278981,2.497733895423633,5.003707853740318,1.8988318417540455,Iris-virginica
+91,6.102229894194265,3.369244902181555,4.579538964485971,1.6099364413213766,Iris-versicolor
+92,6.753803716571502,2.7994445897376385,4.789161074970271,1.3946534300518143,Iris-versicolor
+93,6.419137491007334,2.9002258413081576,4.281542021039855,1.303577671615146,Iris-versicolor
+94,6.687310218987618,2.507290155931823,5.776474576903388,1.799808954054896,Iris-virginica
+95,5.463462737722826,3.0,4.4956546460345335,1.491368150200871,Iris-versicolor
+96,5.121342664506115,3.493129775123984,1.3906798132252036,0.19780772100917915,Iris-setosa
+97,6.541419010241948,3.273704823898878,5.406729430647321,2.2684838389399293,Iris-virginica
+98,6.50062125037931,3.2012294809427138,5.157810810599676,2.002219177918186,Iris-virginica
+99,7.668281525892915,2.8033068842394635,6.673679382044787,1.9848664139804957,Iris-virginica
+100,7.725740331118684,2.6124949044509256,6.9,2.284847444358612,Iris-virginica
+101,5.997125311509433,3.3881196083670995,4.549167620224691,1.6005616609057267,Iris-versicolor
+102,5.5247837513784495,3.0,4.503992341079457,1.4827852674745758,Iris-versicolor
+103,5.567714516871458,2.9480507179418813,3.6429989742787194,1.2955531023850135,Iris-versicolor
+104,6.458276832614461,2.927694716230005,4.313543270627966,1.3270806908703279,Iris-versicolor
+105,5.663882114601407,3.0,4.155539513684396,1.2413847409355665,Iris-versicolor
+106,5.656982043467447,2.8290414772443797,4.401885771759241,1.2884860053026126,Iris-versicolor
+107,5.631996100547331,3.0,4.062675503348206,1.28954477706464,Iris-versicolor
+108,6.5257148207890925,3.0,5.483400398286121,1.8132711781098636,Iris-virginica
+109,5.782231829400018,2.728037408220768,4.149648753410874,1.0046352825310594,Iris-versicolor
+110,5.785106527907355,2.7047630101948057,5.102770304770412,1.902231331203651,Iris-virginica
+111,6.818685673170592,3.195790824750843,5.877309072675173,2.296009529223663,Iris-virginica
+112,6.135274874167838,2.550456701197191,5.0177074252479885,1.8721962707583086,Iris-virginica
+113,4.77061462471597,3.0,1.3579009744049277,0.1,Iris-setosa
+114,4.80366181769127,3.3801878938165753,1.573926205210104,0.20207156948553592,Iris-setosa
+115,4.893009509927265,3.1106624666357967,1.5118292912609284,0.1,Iris-setosa
+116,6.583768815718694,3.0397204692801423,5.5774862480844805,2.0119432182009422,Iris-virginica
+117,6.736987889382069,2.807459907594218,4.721381444729695,1.3443959478861445,Iris-versicolor
+118,5.700214120481118,3.7935422673990904,1.570650810412606,0.33221593475502464,Iris-setosa
+119,6.285164186951496,3.294350880826146,4.6775318369034515,1.584477609370387,Iris-versicolor

iris/tab_ddpm/6_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/tab_ddpm/6_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/tab_ddpm/6_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/tab_ddpm/6_4/10/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.687206415050017,2.7686286184190907,4.463196051168343,1.2846250057708035,Iris-versicolor
+1,5.820903312266092,2.826330921942414,4.589984024910735,1.3101756180840902,Iris-versicolor
+2,5.891868496220968,3.0,5.103544017931976,1.8138362339328622,Iris-virginica
+3,6.01486618211737,3.4042952094760093,4.477435918812504,1.592955387478516,Iris-versicolor
+4,6.713154131985979,3.300269630745269,5.715144828347321,2.4999996260774067,Iris-virginica
+5,5.6762491364663346,3.0,4.16584363550697,1.2576637310196854,Iris-versicolor
+6,4.868671233958299,2.430272086685903,3.0785487400611924,0.8896252579699149,Iris-versicolor
+7,6.299620895593692,2.3208005216155154,4.39084079856725,1.2910516608052751,Iris-versicolor
+8,6.791860924979923,2.83279891050716,4.766816753398751,1.4272172045780491,Iris-versicolor
+9,7.646106011582371,2.603878998438986,6.899998626520367,2.295756692227508,Iris-virginica
+10,5.0110713335979655,2.0,3.59611541754978,0.9574141107527128,Iris-versicolor
+11,5.932440585249867,3.198600755525462,4.779057695726446,1.815621869518642,Iris-versicolor
+12,5.002764183514887,3.304941049544828,1.589308483044611,0.40468500969949683,Iris-setosa
+13,7.719034774172545,2.624298488068504,6.9,2.303852783632959,Iris-virginica
+14,5.093219921329733,3.7157020221219583,1.4509539400974245,0.37412652996097734,Iris-setosa
+15,5.538037851810934,2.417286469606946,3.8010243941942514,1.049665109063057,Iris-versicolor
+16,4.915169758253512,3.4342919103415483,1.55187466094094,0.2039953491299404,Iris-setosa
+17,7.610263519828258,3.0,6.634413022755117,2.078330127875379,Iris-virginica
+18,5.613459412971638,3.0,4.085466194400591,1.2997330088134114,Iris-versicolor
+19,5.957837900533678,3.4084404175436043,4.483862436621519,1.5843588458496745,Iris-versicolor
+20,5.024700895574848,3.3579505457353918,1.5708460266527122,0.43179991503983384,Iris-setosa
+21,4.5079742369388835,2.303435124647251,1.314286527429632,0.2946325374363093,Iris-setosa
+22,6.111144190424612,3.0,4.614701062987913,1.4068841093066475,Iris-versicolor
+23,5.891828682464454,3.2089251461667097,4.808547608450022,1.7936943010601984,Iris-versicolor
+24,6.89651794892859,3.129131830798058,5.0970405625651045,2.2882746356901817,Iris-virginica
+25,6.218551603574849,3.379388740611883,5.40401251128098,2.2950925408516625,Iris-virginica
+26,4.809176079047851,3.0,1.396401364735448,0.10000011659461792,Iris-setosa
+27,7.8999989734648794,3.77163336329872,6.332531669489528,1.9631929856049282,Iris-virginica
+28,5.372600917023962,3.410653756334878,1.4957119534908334,0.4654760480072372,Iris-setosa
+29,6.688725762377605,2.491737543637851,5.739124666715664,1.798075134644968,Iris-virginica
+30,4.492457757896011,2.2931631137374477,1.3066612183163384,0.2985342393338473,Iris-setosa
+31,6.710331618810799,3.0064187411430296,4.879147875756926,1.6215693099470836,Iris-versicolor
+32,6.306816268505737,2.710850233188348,4.897942911759957,1.7787272631228144,Iris-virginica
+33,7.712556666255029,2.79142158547431,6.702997562904939,1.9991496508953979,Iris-virginica
+34,5.0191850184398,3.6091783942648,1.404271339207468,0.202851260757234,Iris-setosa
+35,6.210839920972523,3.4058587217055845,5.412457311651704,2.31529182325879,Iris-virginica
+36,5.998810491062334,3.403422647039404,4.537637637810129,1.6273739938865872,Iris-versicolor
+37,5.193385402286645,3.3329118152427863,1.5664927218954237,0.46101905247157593,Iris-setosa
+38,5.3869878644372395,3.387584110064852,1.657248186404105,0.20253962892566885,Iris-setosa
+39,5.5061688055677,2.587559584530367,4.367226265611057,1.1862046248683513,Iris-versicolor
+40,5.861238504038699,2.951634698308197,4.3848996826746385,1.3033310739548363,Iris-versicolor
+41,6.678427878504929,3.286589663824113,5.684712240222831,2.0961671203832033,Iris-virginica
+42,6.715340778348505,3.0,5.0027395227529485,1.7118380916274514,Iris-versicolor
+43,5.790873554349515,2.798392894909126,5.086047247204219,2.4050659409135835,Iris-virginica
+44,5.408552013011744,3.908621889525785,1.3229739260753879,0.3629829315939591,Iris-setosa
+45,5.00219843548864,2.0000006514433015,3.4365787218718684,1.0074654395710092,Iris-versicolor
+46,5.101873295969326,3.6679248149033046,1.5024203141601438,0.4397416892036242,Iris-setosa
+47,5.318731835940673,3.7297498157380717,1.5069931146820066,0.20294621544927535,Iris-setosa
+48,5.801159557920788,2.6723588026313223,4.115120996616588,0.9716541052702579,Iris-versicolor
+49,6.489209705922316,3.201985615621973,5.091749035687949,1.9961542873855367,Iris-virginica
+50,5.81331340655973,2.7034984228884125,5.1280516934955,1.8896315304176752,Iris-virginica
+51,6.247039652012416,2.1736009421871376,4.460970053474426,1.5090138361981291,Iris-versicolor
+52,5.561305454355599,3.0,4.443534979071421,1.4464710502893008,Iris-versicolor
+53,6.322493743324674,2.2808150233167277,4.3947544446926,1.3048354094066719,Iris-versicolor
+54,5.995150097302026,2.799723674422563,4.67039528281073,1.2188508971974656,Iris-versicolor
+55,5.813351846896691,2.700356616848035,5.097184980308234,1.9077979855446214,Iris-virginica
+56,5.88768270033839,3.1980490766852863,4.781653722345958,1.7902649207047847,Iris-versicolor
+57,5.6558666017598975,3.0,4.499623985755748,1.480981889895512,Iris-versicolor
+58,5.804881145703195,2.7988531485350037,5.1506500376035,2.394724507422185,Iris-virginica
+59,6.6479542341587345,3.05995869447955,5.791631093500171,2.2409434990898776,Iris-virginica
+60,6.166247558249291,2.2006929865323848,4.487615843709338,1.495409448841072,Iris-versicolor
+61,6.320407945873019,2.492988136316317,5.024158850345029,1.893438250092167,Iris-virginica
+62,5.874428318010578,3.0,5.133714300547735,1.8057336874061085,Iris-virginica
+63,6.295226593579828,2.707742249439605,4.881620669429121,1.8014694750407434,Iris-virginica
+64,5.462696174839193,3.0,4.501677640712091,1.4903838337072972,Iris-versicolor
+65,5.5649301258989805,2.5195279049674753,3.891147603320524,1.1357109120617939,Iris-versicolor
+66,5.426416655788985,3.790206924242239,1.518172164614351,0.21400304198512704,Iris-setosa
+67,6.310807067625565,2.310445649602905,4.433052188705985,1.302805194799587,Iris-versicolor
+68,5.015831981430223,3.3646587030664032,1.677155600182647,0.4585555589648376,Iris-setosa
+69,7.203301468911357,2.9567431981652286,6.138882324908349,1.9198316493763494,Iris-virginica
+70,7.69051313447712,2.7961142851223926,6.692451042176709,2.01493546514531,Iris-virginica
+71,6.580384880889808,3.0,4.382866197818079,1.38889712433269,Iris-versicolor
+72,6.518674758101002,3.0,5.878152536064595,2.1807574647679098,Iris-virginica
+73,5.5705121395378345,3.0,3.9317371378593946,1.302987891453377,Iris-versicolor
+74,4.812730076198001,3.40881772990755,1.7309649316973619,0.19876238353912626,Iris-setosa
+75,4.795769963697628,3.0,1.4107048970996945,0.31150564894695015,Iris-setosa
+76,5.217709100493748,3.40371082198652,1.4002429776749363,0.2004204961272709,Iris-setosa
+77,4.976321549009717,3.0,1.773035701786508,0.19910614763092482,Iris-setosa
+78,6.585101174249005,3.0,4.396079954885477,1.3931372483195754,Iris-versicolor
+79,4.400000510320059,3.2033001981498255,1.2659882877672877,0.1986766434604204,Iris-setosa
+80,4.9951686588740705,3.389088395259738,1.5780033705875618,0.4321503079373899,Iris-setosa
+81,5.679934198234048,3.0,4.0220056868286935,1.1992988062068617,Iris-versicolor
+82,6.171615639891026,3.0,4.600095324949304,1.4085255884907264,Iris-versicolor
+83,4.608408115464501,3.218703968176743,1.4024310600057686,0.20340920815136865,Iris-setosa
+84,4.905666617838858,3.0,1.3965124489812244,0.20112416087521612,Iris-setosa
+85,5.0105045066789815,3.624512021151119,1.3791788438734502,0.2001131104831288,Iris-setosa
+86,6.451482698040263,2.9018106761735174,4.29871128027802,1.321252491017632,Iris-versicolor
+87,6.1932205685859,3.418107918804279,5.433103954221274,2.3236860862731405,Iris-virginica
+88,7.6949132694276585,2.6252268766894176,6.899998469071759,2.2801039775970136,Iris-virginica
+89,5.1098925886858835,3.347095041026545,1.5596872346657071,0.4954681291758881,Iris-setosa
+90,4.594187936837775,3.643272062429126,1.000000478685893,0.20515067366351,Iris-setosa
+91,6.180767960949255,2.201888420007299,4.519255834212737,1.4972450461952673,Iris-versicolor
+92,5.998009940354347,2.8777787226477827,4.483034446177526,1.5066019994003321,Iris-versicolor
+93,5.430673880086707,3.0,4.485455683747643,1.5088705950189265,Iris-versicolor
+94,7.6963593854875185,2.593582067667989,6.9,2.295323474670945,Iris-virginica
+95,7.6338465901984796,3.0,6.630372182553164,2.104466019910817,Iris-virginica
+96,4.830454256753057,3.398447536169757,1.8719889288181455,0.20192804332276532,Iris-setosa
+97,7.694727232126285,2.6446560033844686,6.9,2.3087600368218837,Iris-virginica
+98,7.02720799090253,3.0,5.836829192031808,2.116521217827525,Iris-virginica
+99,5.555067075705094,2.462280557512419,3.7757678384881483,1.060337693017464,Iris-versicolor
+100,5.416989029164801,3.8713666230844326,1.2954272385973566,0.37126909305909894,Iris-setosa
+101,7.604099472848528,3.0,6.591704878572751,2.0911848996699125,Iris-virginica
+102,5.96615921393922,3.411573518359439,4.453802608593677,1.595249769029157,Iris-versicolor
+103,6.689964670081762,3.0,4.961144696345159,1.689354773767902,Iris-versicolor
+104,5.387790433251792,2.4137209637410213,3.7284904961563314,1.0137796342285323,Iris-versicolor
+105,5.788184297216457,2.7962844600616834,5.181942155746631,2.4063403608005967,Iris-virginica
+106,4.61950369009577,3.5781918179673196,1.000000489465378,0.20113412192574553,Iris-setosa
+107,7.722458431350753,2.8182440462155594,6.701933281500805,2.0094469774534898,Iris-virginica
+108,4.5792278353926354,3.633364246657232,1.0000003766424144,0.1986730035456335,Iris-setosa
+109,5.811445008863729,2.6972917002253824,4.1327585291774955,1.0012495336923157,Iris-versicolor
+110,7.728954303862557,2.6443609864666557,6.9,2.2832730604282045,Iris-virginica
+111,4.794565569071006,3.408220965386467,1.7299622372938168,0.20085266802001045,Iris-setosa
+112,5.35586528703471,3.39300836903678,1.57552591351809,0.20340763782012536,Iris-setosa
+113,4.903537757829948,3.0,1.4175114225709646,0.20217981727157636,Iris-setosa
+114,6.698718483465439,3.0,4.96296272049415,1.6737139786642834,Iris-versicolor
+115,5.7987502998939355,2.7032606086642033,5.103832300130622,1.9029829793861164,Iris-virginica
+116,4.825009609600662,3.3871016832276246,1.9481507793900525,0.19921824238373717,Iris-setosa
+117,6.7170460077847585,3.088321020304475,4.788962760804617,1.574314143663476,Iris-versicolor
+118,4.902798253828283,3.0,1.4119524548070461,0.1978655348476726,Iris-setosa
+119,5.012471204242233,3.0,1.570355364508858,0.2030259918064713,Iris-setosa

iris/tab_ddpm/6_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/tab_ddpm/6_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/tab_ddpm/6_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/tab_ddpm/6_4/11/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.112855269804846,3.2898265707323464,1.7023922067498596,0.5192243208903057,Iris-setosa
+1,6.19713538719458,3.3877670812550407,5.40032126360178,2.293917103175118,Iris-virginica
+2,6.5267758635428095,2.9747702759546915,4.764466504673188,1.5067198412004021,Iris-versicolor
+3,5.7047131886806905,2.8653158076361263,4.223215567465051,1.2975358066500233,Iris-versicolor
+4,5.014317618192011,2.397431070605084,3.3164947127841957,1.0291808383092222,Iris-versicolor
+5,4.9020319104342285,3.1080732237382787,1.509335197715422,0.10000014010224977,Iris-setosa
+6,4.824000514171961,3.0,1.4483342020299714,0.1000001090189063,Iris-setosa
+7,4.794393072661952,3.0,1.3758384618367212,0.1,Iris-setosa
+8,6.304903666294552,2.9019112011423283,5.594016481982013,1.7893121214559127,Iris-virginica
+9,5.475799850624742,3.0,4.509227126221365,1.5027902572996172,Iris-versicolor
+10,6.912365507892769,3.147766911705405,5.895823567571706,2.2832701551334553,Iris-virginica
+11,4.919315551199982,2.4191002491242166,3.2897395579590984,1.0021718446945327,Iris-versicolor
+12,7.468866044853984,2.982439021593267,6.462195565453226,2.0403724788054376,Iris-virginica
+13,4.9378591033703465,2.4118482023150154,3.403655730822962,0.9939621127323308,Iris-versicolor
+14,5.1404492035024445,3.310503942236149,1.7206222572508505,0.5156465102994463,Iris-setosa
+15,5.418828147032029,3.4149393768345058,1.8506407342449296,0.2004700061554314,Iris-setosa
+16,7.899998556513198,3.7961390937261736,6.394203521625243,1.9972225799235976,Iris-virginica
+17,4.87231367145959,3.0408953215407797,1.467222450027652,0.10000009996582535,Iris-setosa
+18,5.799431070420372,2.6944712296696194,5.112528531988352,1.9030837550500868,Iris-virginica
+19,6.010346868421472,3.3774806504217185,4.523301236689976,1.6054550109601948,Iris-versicolor
+20,5.938532011630408,2.9341586524974597,4.431420486381784,1.4317746499574395,Iris-versicolor
+21,7.70156072246365,2.6239399880917285,6.899998623461214,2.3047637326500157,Iris-virginica
+22,6.693281116639831,3.2907044107235652,5.670567217423346,2.499999561846632,Iris-virginica
+23,6.6783953751933245,3.321006237365821,5.710536678195193,2.112173863129401,Iris-virginica
+24,5.499950134762151,3.0,4.500024970861417,1.5041817532876356,Iris-versicolor
+25,6.524311970537474,3.0,5.841200641626757,2.214545139508967,Iris-virginica
+26,6.032450930368005,2.2318572291667564,4.1011536601582605,1.057512045161247,Iris-versicolor
+27,7.9,3.834933890662226,6.404375609947338,2.0037510384988795,Iris-virginica
+28,4.993477566103432,3.0,1.5746794136686293,0.20045097691905267,Iris-setosa
+29,6.682751690712523,3.039527615878632,4.67636805411125,1.4550171649310386,Iris-versicolor
+30,6.020066940250933,2.2115174530469295,4.092740409090635,1.0062089762419224,Iris-versicolor
+31,6.6928444037486345,3.0,5.0167276820676765,1.7061739172462118,Iris-versicolor
+32,5.410593040838524,3.9196170385616327,1.2752917936365464,0.40686915192363404,Iris-setosa
+33,5.3853086991885295,3.4085249477418276,1.5770443557758447,0.20065797839621732,Iris-setosa
+34,5.056015525133594,3.3133968817900366,1.680378184034233,0.5184805467667761,Iris-setosa
+35,6.468710794894969,3.157350305340528,5.080648338496369,1.9981979070083493,Iris-virginica
+36,6.261332495371955,2.907012194536992,5.564782710105927,1.7955139285351578,Iris-virginica
+37,6.116471508628897,2.8071314424514897,4.694978467466077,1.2185815241703226,Iris-versicolor
+38,4.989327552034313,3.608697186327169,1.405872456937228,0.20311497780155774,Iris-setosa
+39,4.797237379124165,3.3779673562952937,1.7052875758089565,0.20220288184984306,Iris-setosa
+40,5.549599500492654,2.6775927577667074,4.446784293765147,1.253891936672725,Iris-versicolor
+41,6.701339914119011,3.303983192840594,5.685149244933381,2.5,Iris-virginica
+42,5.691597849640256,2.5066596241094636,3.949842095176652,1.0441515433906572,Iris-versicolor
+43,5.008572936925965,3.59800789754788,1.397916188740266,0.19802288344308233,Iris-setosa
+44,5.112466038294688,3.5088155199531186,1.4144709691909436,0.19932321215695922,Iris-setosa
+45,5.541231245078962,2.378996854164694,3.750290255038349,0.8953148788479355,Iris-versicolor
+46,5.319691827906665,3.7439692142512175,1.50244505007034,0.2157638845276833,Iris-setosa
+47,4.896491537569071,3.107464444948715,1.499257393932779,0.1,Iris-setosa
+48,4.4,3.203149666176859,1.2975274103149295,0.19903765148706826,Iris-setosa
+49,4.982422697142924,2.0,3.4404239574856907,0.9766690777889535,Iris-versicolor
+50,6.018523283941707,3.3816955663140753,4.530726405657179,1.614618208951102,Iris-versicolor
+51,4.604587870190202,3.5938987735504853,1.0000004806263694,0.21144494473379444,Iris-setosa
+52,6.879422799892778,3.107219910926007,5.083212701025974,2.297260012952223,Iris-virginica
+53,6.08634716282326,2.7859441817056103,4.69468264377867,1.194275723793066,Iris-versicolor
+54,6.690697346993851,3.2990776381851723,5.726271555399144,2.499999624700449,Iris-virginica
+55,6.706254132486994,2.508702091973824,5.85008158934962,1.809779998576976,Iris-virginica
+56,6.265039720242779,3.3327946572162555,4.677463661302139,1.6031246456272668,Iris-versicolor
+57,4.4,3.1595651997133785,1.3043172569458394,0.1911797074910313,Iris-setosa
+58,4.815987082756376,3.416731212226295,1.9974296068652626,0.1973503721231255,Iris-setosa
+59,7.334409740792462,2.9064053566480044,6.2894278780827575,1.816412927520387,Iris-virginica
+60,6.014450039750006,3.3886473003193305,4.4922059846526325,1.6048732312122718,Iris-versicolor
+61,6.211316713114745,2.2219207973144,4.487718956680858,1.4619420036691635,Iris-versicolor
+62,6.970124864985048,3.098585482620149,5.071645907430302,2.31037756425995,Iris-virginica
+63,4.613712010286363,3.194578016686313,1.4107525542603547,0.19675632912152902,Iris-setosa
+64,7.316182976515117,2.903686388407883,6.2546688750995845,1.812555127435619,Iris-virginica
+65,6.110747828924812,2.813305460205288,4.696205852144015,1.188757098602675,Iris-versicolor
+66,6.706359991770814,3.0,5.01257539981908,1.7019378709292572,Iris-versicolor
+67,6.50025743383548,3.0,5.769088381257943,2.1749088625165345,Iris-virginica
+68,5.0106245115781425,3.4013163758158607,1.6926638866240364,0.4215889683732684,Iris-setosa
+69,6.25982179727142,2.9003390374701388,5.57879576527169,1.7890537848748547,Iris-virginica
+70,6.301610545230598,2.472595525522953,4.994059214615561,1.8959490802771994,Iris-virginica
+71,6.2971220404520905,2.6901327939386386,4.881078081542368,1.7764868806518868,Iris-virginica
+72,4.5927421657695495,3.181032885926557,1.3876198606981158,0.202850553525523,Iris-setosa
+73,7.899998913013204,3.8343822458491483,6.403204102443406,1.99648825911265,Iris-virginica
+74,6.103752265825946,2.8046573512379065,4.731278651141493,1.2095757957038997,Iris-versicolor
+75,5.815238383079497,2.786350634704806,5.082004612254722,2.40085668115766,Iris-virginica
+76,5.414978527735429,3.9098101843476427,1.27459711683058,0.475791968538417,Iris-setosa
+77,6.386340636625183,2.8906502266220593,4.292903027630947,1.2862675210269485,Iris-versicolor
+78,6.679772973197862,3.0,4.990658239234852,1.7073446308479803,Iris-versicolor
+79,5.773148342470668,2.7928182571086126,5.099755875107215,2.353017080983186,Iris-virginica
+80,5.17242737790921,3.1926994798263517,1.709158549604177,0.20351025656704225,Iris-setosa
+81,6.553145314230151,3.1530779625498653,4.759392156654258,1.5483768134137148,Iris-versicolor
+82,5.662887666267804,2.8813702286824854,3.9725423197978036,1.3111954531074346,Iris-versicolor
+83,5.728197583163924,2.8070769035466974,4.5075212348792855,1.2969724683847716,Iris-versicolor
+84,6.503776304048659,3.2260853873161346,5.134631613601479,2.026333221771709,Iris-virginica
+85,4.9053211579291345,3.0,1.4006458111443234,0.19728913794306416,Iris-setosa
+86,6.294689916289305,2.717987473788179,4.888302840408847,1.7952426180120153,Iris-virginica
+87,5.085679475670186,3.6306283515298894,1.5044611715412726,0.4253439641183654,Iris-setosa
+88,4.984249768473851,2.0000005359692534,3.4339833526073145,0.9748200138921967,Iris-versicolor
+89,5.895188229932459,3.19700756560909,4.82236763891912,1.7836466841423648,Iris-versicolor
+90,5.501307570956178,4.2,1.4015395542995592,0.20639186212522487,Iris-setosa
+91,5.666994221673845,3.0,4.206077846538537,1.2059221751959797,Iris-versicolor
+92,4.762136322250041,3.394979320162242,1.9230017465577398,0.20187909713530577,Iris-setosa
+93,5.486589561645266,4.2,1.399653102404205,0.19866403095318103,Iris-setosa
+94,5.021270074274601,3.601712472602065,1.378815603815296,0.19708839726718969,Iris-setosa
+95,5.827078524483441,2.797454040999905,5.171862463182501,2.4034160875336625,Iris-virginica
+96,5.039004099731857,3.351158249177632,1.6560049157313137,0.47376992489475744,Iris-setosa
+97,6.307344221447424,2.4968792421667483,4.996426638779247,1.8943074652610148,Iris-virginica
+98,5.371620972556463,3.379973841507641,1.5629698475730012,0.19790596033476943,Iris-setosa
+99,5.798700377882009,2.8049564879642013,5.211217053131916,2.4017554499558056,Iris-virginica
+100,6.686192278566106,3.0,4.99184449835118,1.6823655685392607,Iris-versicolor
+101,5.617641560776402,2.9155476270703495,3.7460659047851723,1.2937586936481302,Iris-versicolor
+102,5.427732475645447,2.5847125221490965,4.390933671349172,1.2063142075527493,Iris-versicolor
+103,5.811204245005731,2.7148698045005437,5.141435614250248,1.9058848440469467,Iris-virginica
+104,5.704197524859138,2.761704603791306,3.959807609440161,1.1675735539644592,Iris-versicolor
+105,5.073993345688023,3.3041429792400923,1.743517934429504,0.47330421256864447,Iris-setosa
+106,5.694110069319755,3.0,4.204145830659738,1.2169779691897922,Iris-versicolor
+107,5.599620431468943,3.0,4.04710542172775,1.2914468674998434,Iris-versicolor
+108,6.730884043373423,2.5041058948723984,5.909657136828302,1.8082756236439008,Iris-virginica
+109,6.836553479764828,2.7814777703738196,4.806423536037177,1.4034077505835543,Iris-versicolor
+110,5.580857142293828,3.0,4.510565192169856,1.4590883769084233,Iris-versicolor
+111,6.825076130317327,2.804417309604015,4.833582278649198,1.4030390630205511,Iris-versicolor
+112,5.912927613794754,2.9001510560975103,4.449525932149566,1.3964684706618575,Iris-versicolor
+113,7.716993366087031,2.5915336877653146,6.9,2.308214782881706,Iris-virginica
+114,4.593198278709455,3.6420755971844474,1.0,0.20093444893192833,Iris-setosa
+115,7.699790074403417,2.8102448467355385,6.698413130348745,2.011217721362386,Iris-virginica
+116,5.391890616109948,3.3839353724894874,1.5022204313384897,0.44468022192468826,Iris-setosa
+117,6.705110885604824,2.4906690961038858,5.8027386939740015,1.7973803035872524,Iris-virginica
+118,6.2618855582640585,2.6021448938218037,4.9401339138402935,1.846538238501932,Iris-virginica
+119,7.9,3.8275484124116814,6.365583339075695,2.014920703520643,Iris-virginica

iris/tab_ddpm/6_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/tab_ddpm/6_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/tab_ddpm/6_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/tab_ddpm/6_4/12/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.656001495672364,3.2554688134489993,5.461035500712663,2.0816543707229522,Iris-virginica
+1,6.5396152763874635,2.9877896489389735,4.363817342210955,1.355439272854749,Iris-versicolor
+2,5.452092123486506,4.2,1.3862302861726263,0.19817866488851826,Iris-setosa
+3,5.00208570683584,3.0,1.672477141501522,0.20435539028619454,Iris-setosa
+4,7.697664666763789,2.6380926393515374,6.899998728108955,2.2964204559341828,Iris-virginica
+5,6.016428094177891,2.802088754141447,4.647725871990966,1.179130860215097,Iris-versicolor
+6,6.061607597222669,3.0,4.599676049786573,1.4260326530318195,Iris-versicolor
+7,5.788837640951908,2.7134269537789484,4.103569632122282,0.9658799016793702,Iris-versicolor
+8,6.414934301096706,3.1226066570990074,5.108477343251046,1.9629507768912364,Iris-virginica
+9,4.898037182287791,3.0824327453139073,1.4788005428181852,0.1,Iris-setosa
+10,4.79410215240362,3.3984827053248625,1.7885712900520665,0.20110821928144737,Iris-setosa
+11,5.368892411377715,3.8679589348648507,1.3056182513574015,0.4083998981151931,Iris-setosa
+12,7.473786408520066,2.9112500492005973,6.5022390766053855,1.9005754816049216,Iris-virginica
+13,6.035879448882197,2.223265914632053,4.073917711321456,1.0675999978378987,Iris-versicolor
+14,5.43131320984307,3.0,4.488931018616086,1.4846223276702228,Iris-versicolor
+15,5.806173393022454,2.70263793918398,4.088029794218784,0.9146554400631275,Iris-versicolor
+16,5.910600374897954,3.2062966101877883,4.81265677134277,1.7878498403406151,Iris-versicolor
+17,4.810818253843292,3.0,1.400412023641224,0.32781388695004254,Iris-setosa
+18,5.28385896673564,3.6603008702648987,1.4960036018920189,0.19750140447351333,Iris-setosa
+19,5.407875673455811,3.818099243503856,1.4966098917891038,0.25336870514117454,Iris-setosa
+20,6.671085954764257,3.0082803913394938,5.818962319906759,2.2169283320465607,Iris-virginica
+21,6.131329023505236,3.0,4.612018364116067,1.4037438715519261,Iris-versicolor
+22,6.319551692663753,2.4782297593801834,5.007102581336712,1.8916198562360709,Iris-virginica
+23,4.813467152813017,3.0,1.4068445949896957,0.1,Iris-setosa
+24,5.458303459311946,3.0,4.472947394076055,1.4719023092945804,Iris-versicolor
+25,4.611490888905021,3.2104474885409453,1.4015202029626608,0.2057441789672945,Iris-setosa
+26,4.77730655110555,3.4023297814503803,1.575980960102208,0.19915661482086006,Iris-setosa
+27,6.459798657335797,3.0,4.394859347578027,1.3702330909997542,Iris-versicolor
+28,4.600260261048967,3.606376768030041,1.0000004066356905,0.19998349835938367,Iris-setosa
+29,6.292791006491499,2.4001865687536417,4.395365780714884,1.2823686913169867,Iris-versicolor
+30,5.818482228510264,2.8225221418604254,5.08467176460865,2.403743125673956,Iris-virginica
+31,6.674052204092516,2.48281760679978,5.797239725946496,1.8020176974058417,Iris-virginica
+32,5.610382979570708,3.0,4.112798333035133,1.2792801291508282,Iris-versicolor
+33,5.020247800633196,3.220549883288475,1.5137418901845472,0.46415545848602247,Iris-setosa
+34,5.119906194809611,3.5006308456393773,1.3988701324318744,0.2028763426624879,Iris-setosa
+35,5.3878924534685035,3.3795878806041695,1.7830709892586412,0.19730837966223624,Iris-setosa
+36,6.458767581857469,3.2536856406850543,5.197264636797912,2.0451715946977154,Iris-virginica
+37,6.446482504918768,2.8968694463717926,4.296192538488113,1.2913536877867067,Iris-versicolor
+38,6.193891284381759,3.3786510480781757,5.455494415605433,2.2910508026271077,Iris-virginica
+39,5.274485596322431,3.65377647010703,1.4853380861138041,0.19963521030933362,Iris-setosa
+40,6.424640022728263,2.817138715331369,4.674765822641443,1.3375692591905444,Iris-versicolor
+41,5.369594008718048,3.388573047291636,1.5203512599395947,0.40067178810463266,Iris-setosa
+42,5.637501127671452,3.0,4.189090041321159,1.2777357434352372,Iris-versicolor
+43,5.3298168947492615,3.0,4.458097210971906,1.5012769438724007,Iris-versicolor
+44,6.417671535317437,2.8986203362145933,4.281105410687087,1.3185171245617608,Iris-versicolor
+45,4.893840066012162,2.393303194001995,3.1159715201962577,1.0034201171201107,Iris-versicolor
+46,6.498294057705641,2.9608501544554406,4.348389878042779,1.3508510978834325,Iris-versicolor
+47,5.525924992432665,2.439515520632145,3.8449809372498254,1.0193478872868094,Iris-versicolor
+48,5.896292848963657,2.800099502156697,4.634876230096783,1.1979314200661695,Iris-versicolor
+49,5.073789772157198,3.7027031950471696,1.4911242217947445,0.36483607709629096,Iris-setosa
+50,5.603661836568453,2.535913359985763,3.908820679684934,1.0985201282603723,Iris-versicolor
+51,5.267857347379254,3.360001199572894,1.5142604564739461,0.4235147494148863,Iris-setosa
+52,7.681582953502796,2.611059614386492,6.899998930005033,2.303878221567745,Iris-virginica
+53,4.794210452199643,3.4000005204687733,1.8330772630077514,0.19801340404265172,Iris-setosa
+54,5.877509464996076,3.0,5.128166831009457,1.7801944447208324,Iris-virginica
+55,5.715963989726837,3.8228580026613432,1.807514107646511,0.297430813875396,Iris-setosa
+56,5.98804755388618,2.911375967098898,4.509717266623272,1.478443998993973,Iris-versicolor
+57,6.52386456318515,3.0,4.374342868858585,1.3755027097371713,Iris-versicolor
+58,6.201863159859854,3.4131806059107124,5.411771405364671,2.2994505157681444,Iris-virginica
+59,7.694118345717469,2.5842528324846294,6.9,2.2924529697959466,Iris-virginica
+60,4.906112160070937,3.1052400834465543,1.5004026824581789,0.1,Iris-setosa
+61,5.61550380720581,2.6309577596581115,3.9921676528425527,1.1093824736174211,Iris-versicolor
+62,6.374124968225253,2.885513301951216,4.3015338625744945,1.2796153092471245,Iris-versicolor
+63,5.488699950256363,3.0,4.521991530827499,1.501586680744714,Iris-versicolor
+64,4.8127522022188405,3.4045952591724498,1.7408832215594237,0.20233162016806294,Iris-setosa
+65,5.400093946000293,3.39692514973782,1.6422682150182788,0.20235774207726276,Iris-setosa
+66,6.1672605899811455,2.2034608258393122,4.501089417158294,1.473755366123447,Iris-versicolor
+67,5.098996421859836,3.509723709869739,1.3996559667832358,0.2031105610554169,Iris-setosa
+68,5.816458610734701,2.780547158611562,4.590045075259045,1.2619536097541828,Iris-versicolor
+69,5.7293114650029775,3.0172793709588808,4.594290555916643,1.5949354154395408,Iris-versicolor
+70,6.716219573736225,3.0,5.020486029324187,1.7108305205468226,Iris-versicolor
+71,5.466258008489269,4.199999353079116,1.3981735450603414,0.21084422203337075,Iris-setosa
+72,5.394957325826808,3.889985596230394,1.3048784457386864,0.3589270535899995,Iris-setosa
+73,5.004918313050242,2.000000712502411,3.519129830372458,1.0203419519528385,Iris-versicolor
+74,5.421882300318979,3.398696021984558,1.4975842826421077,0.387146324951655,Iris-setosa
+75,6.125699598816294,2.9104951697718553,4.643056503016358,1.3141134775985215,Iris-versicolor
+76,4.988554426450831,2.0000004633545414,3.452884805790235,0.9899814587584626,Iris-versicolor
+77,6.314040525844764,2.540880940095581,4.990935021426219,1.888628590272009,Iris-virginica
+78,6.488846613527749,3.0,5.791021767017818,2.170232594164163,Iris-virginica
+79,5.473076558312853,3.0,4.471889328350416,1.4922874161136694,Iris-versicolor
+80,6.830408311010626,2.8062115060856785,4.824036476480373,1.4086223898315404,Iris-versicolor
+81,5.633452315607874,2.5186389612076536,3.867418208995961,1.051405502183097,Iris-versicolor
+82,4.905695394039512,2.3930625306845874,3.2785663758784223,1.010236058357299,Iris-versicolor
+83,5.695877057226981,2.5679362117189584,4.002865094626851,1.028834070195984,Iris-versicolor
+84,5.122716900532663,3.293040682370969,1.8212537668861009,0.5448038444138663,Iris-setosa
+85,4.803100437049261,3.0,1.394686661584754,0.1,Iris-setosa
+86,5.991568816239514,3.202148634298735,4.7806681455193685,1.746624033793227,Iris-versicolor
+87,6.051486010608771,2.2210801086779095,4.052508704948001,1.0373224358478026,Iris-versicolor
+88,5.088693736333942,3.397316102220738,1.399286314775929,0.20024417007543885,Iris-setosa
+89,6.507894162970398,3.0313025546922137,5.341235860279668,1.8930024012372804,Iris-virginica
+90,6.52340589056924,3.201444494717246,5.088120611787027,2.0127043868108423,Iris-virginica
+91,5.871584783465879,3.1893513206308595,4.754950958212703,1.7769045863150499,Iris-versicolor
+92,5.536270875180626,2.6630432290786716,4.4417809830620625,1.2373716271036161,Iris-versicolor
+93,4.900609205518459,2.402785165531804,3.1697334360578924,1.0093870560134284,Iris-versicolor
+94,7.715943740161759,2.801868825264407,6.704435652141505,2.0023897348747894,Iris-virginica
+95,6.87472824215322,3.0980120510460574,5.098758202919991,2.2843759627216373,Iris-virginica
+96,6.707911705965006,3.1127779074547313,4.715411439594891,1.5147092025364968,Iris-versicolor
+97,6.221501065801253,3.374645640060787,5.43481338872818,2.3029402202032747,Iris-virginica
+98,4.495107955756294,2.2971327492076727,1.2893836955997864,0.2984109553853713,Iris-setosa
+99,6.655809400666908,2.469118171141224,5.695962740084463,1.7825512179391372,Iris-virginica
+100,7.899998606404459,3.798967593677922,6.416255560021161,2.010406682326932,Iris-virginica
+101,4.820784885639685,3.0,1.4071828341414765,0.29432727384174395,Iris-setosa
+102,5.804923234536005,2.7862248228989084,5.154395060170988,2.397366979208433,Iris-virginica
+103,5.120360654699499,3.5050328447399695,1.40217344287466,0.20257668687526537,Iris-setosa
+104,5.557661515821881,2.5181542127686014,3.973512584117352,1.1215304510541573,Iris-versicolor
+105,5.424366601225944,3.9008168164399293,1.311303462058958,0.3894653012567341,Iris-setosa
+106,6.845546165925045,3.088850246388917,5.113295832343075,2.2785778076639094,Iris-virginica
+107,5.595917210948628,3.0,4.402273042150544,1.4250315786752383,Iris-versicolor
+108,6.812235026187296,2.807851284569784,4.818178742565483,1.4081684725272525,Iris-versicolor
+109,6.035269146604231,2.196577381747961,3.9766950648497894,1.0063868601732942,Iris-versicolor
+110,6.677832269516166,3.2883114074942963,5.657737751531491,2.4999996180333866,Iris-virginica
+111,5.143808226391687,3.5443281961394497,1.4045667790603527,0.20145077832714345,Iris-setosa
+112,6.480799765090556,3.0,5.824794690052162,2.2123260136877323,Iris-virginica
+113,5.008033285438446,3.0,1.5775798427630447,0.19531125897847468,Iris-setosa
+114,4.812846624709398,3.0,1.4084541302995,0.285758727739873,Iris-setosa
+115,4.584170562382461,3.6253205135927065,1.0,0.19665354771174853,Iris-setosa
+116,7.701392713474515,2.794553545603008,6.703303706224971,1.9896215232244636,Iris-virginica
+117,6.258516260497074,2.29264123579856,4.3837017064722685,1.2993822573053042,Iris-versicolor
+118,4.911484374084368,3.2816854887938263,1.7880596964378053,0.19774998965543727,Iris-setosa
+119,6.362594682679903,3.291237674594642,4.7169985687202525,1.5879587683543357,Iris-versicolor

iris/tab_ddpm/6_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/tab_ddpm/6_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/tab_ddpm/6_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/tab_ddpm/6_4/13/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.801991820044017,2.668435812126613,5.083192848076866,1.8914871566354878,Iris-virginica
+1,5.664818600777047,3.0,4.1371906585461256,1.202683058811856,Iris-versicolor
+2,5.008305703344941,3.0,1.5755718147513642,0.20139511644795982,Iris-setosa
+3,5.9155086000943315,3.0,5.140456660993604,1.7916647007854212,Iris-virginica
+4,6.260035210336295,2.49816370493219,5.029757307367628,1.930831154218924,Iris-virginica
+5,5.005025058229122,2.000000518784665,3.4663737413166795,0.950581749925661,Iris-versicolor
+6,4.992661456503801,3.6158738392306105,1.3898221779103197,0.20199720794437603,Iris-setosa
+7,5.476666150097227,3.4119245185277407,1.506086955041855,0.3496184406455977,Iris-setosa
+8,4.502152660594396,2.2830929419027566,1.2887842949971255,0.2899213084783772,Iris-setosa
+9,5.005412381340826,2.000000663172101,3.59609973926581,0.9398134123807513,Iris-versicolor
+10,7.899998629271617,3.7940157324308847,6.375052600784273,1.9850222295833455,Iris-virginica
+11,4.4000004986728545,3.1981810487611715,1.3021265552220043,0.19723620286620983,Iris-setosa
+12,6.4761567776365325,3.0,5.523456904955472,1.7898786302245973,Iris-virginica
+13,5.2147212102776725,3.553127973515659,1.4643619739876708,0.19952921340515173,Iris-setosa
+14,6.387301709560714,2.8750483586612234,4.319890667420288,1.2896556820722758,Iris-versicolor
+15,6.134513171796326,2.773270141867734,4.684131621313119,1.194620655209924,Iris-versicolor
+16,5.8041031973402735,2.8074985876067373,5.104352239882674,2.401406489003269,Iris-virginica
+17,6.680071699198497,3.299898672488058,5.656218965412698,2.4999995669261694,Iris-virginica
+18,4.4,3.1950410433133687,1.2967744920135575,0.19822234669441494,Iris-setosa
+19,7.691583570586662,2.616046535272833,6.8999986096890655,2.291098681006918,Iris-virginica
+20,6.792634745543197,3.2019647313615196,5.779499777213351,2.276813535144799,Iris-virginica
+21,5.212796025787532,3.407387119451893,1.3930332558594132,0.19832648640513206,Iris-setosa
+22,4.8107054638801525,3.0,1.407172971821677,0.10000009567305465,Iris-setosa
+23,6.6871192297982835,3.142837427866152,4.745450517529976,1.515233840285833,Iris-versicolor
+24,6.33209827849604,2.324784339312802,4.403822872142837,1.3055300873762243,Iris-versicolor
+25,4.595780276300713,3.59697769256234,1.000000373701155,0.2017982280699205,Iris-setosa
+26,6.8445060755851355,3.094732903731686,5.14300506126762,2.290777470539983,Iris-virginica
+27,5.00660499132292,2.0,3.4131748675303806,1.0341159319490998,Iris-versicolor
+28,5.799388066887549,2.6921721549737505,5.090267747351386,1.9076471447460412,Iris-virginica
+29,7.733110037979815,2.6010562131673294,6.9,2.3081364052224136,Iris-virginica
+30,7.899998755639977,3.8004333983873146,6.424939398866345,2.0064134733582653,Iris-virginica
+31,5.3795596110791,3.9301862266590404,1.29676264609442,0.45790331602006684,Iris-setosa
+32,6.721956480930776,3.0,5.0092013616044415,1.7174484352204396,Iris-versicolor
+33,7.709393890840283,2.6084090100438972,6.899998841735879,2.2921786664178083,Iris-virginica
+34,6.215754482102282,3.3783104460943134,5.3524674937063175,2.2556119516867623,Iris-virginica
+35,4.881400312088323,3.0,1.3967499735514448,0.20258770015467537,Iris-setosa
+36,4.907396479656831,3.117211075291641,1.5069566379725363,0.1,Iris-setosa
+37,6.130152215650492,2.9771006989668245,5.356825202729952,1.7648744036993984,Iris-virginica
+38,6.120610193984763,3.359644354926503,4.58026905985396,1.607119395945531,Iris-versicolor
+39,5.799072971473078,2.721860058376425,5.097162155128862,1.8991860408559547,Iris-virginica
+40,4.804859876167941,3.0,1.393092036092782,0.29502582649156955,Iris-setosa
+41,5.149370221029674,3.6389569310111347,1.4228309269997101,0.2161484385884426,Iris-setosa
+42,4.901461314621651,3.0,1.4041376886366734,0.20007165960079312,Iris-setosa
+43,5.55460451059136,2.6477340029251835,4.4605513830983865,1.2092735358335522,Iris-versicolor
+44,4.493003488024062,2.3032090812265884,1.28887494688749,0.3122182534040505,Iris-setosa
+45,4.400000580424799,3.170380400849218,1.3004201581090256,0.2042426388342623,Iris-setosa
+46,6.316446399087346,2.9051573300426097,5.612586240572257,1.7988668747168919,Iris-virginica
+47,4.5978792261445935,3.5766112596480424,1.0,0.20140501659552618,Iris-setosa
+48,7.710594767652428,2.609609820101982,6.9,2.3059027412152813,Iris-virginica
+49,4.790659592366597,3.4081775342922396,1.6950985553472973,0.2011795717608576,Iris-setosa
+50,5.483235240538225,4.2,1.4059390834594536,0.20666213427743657,Iris-setosa
+51,6.49250907816578,3.209332416154825,5.099620001424689,1.9962320433890937,Iris-virginica
+52,4.977740254138622,2.0,3.5118360572551963,0.9457918458457037,Iris-versicolor
+53,5.701927299320893,3.802245867630532,1.827384850942984,0.31985534754297573,Iris-setosa
+54,6.503918715147203,3.0,5.792403018671668,2.1806730389624835,Iris-virginica
+55,6.7103176366572885,3.3117827561245727,5.6950473936750345,2.099490831566769,Iris-virginica
+56,5.636558423274005,2.5118106765046893,3.9438770949591095,1.1122663086622446,Iris-versicolor
+57,7.685557905994045,2.586181459694438,6.9,2.30099534433369,Iris-virginica
+58,6.545013647210224,3.1676194837985103,5.2109533272397615,1.983317037668914,Iris-virginica
+59,5.01227225987792,3.0,1.654264401743239,0.20121196927014476,Iris-setosa
+60,5.791033478179943,2.6946846827515745,5.104409441932531,1.889764963019595,Iris-virginica
+61,6.677102250524314,3.256671013589399,5.424903556283638,2.0993723445104013,Iris-virginica
+62,6.580879018228341,3.001373806214097,5.6032415272057445,2.054569546082196,Iris-virginica
+63,5.182490872494749,3.7820482300986877,1.431022625927858,0.357981136418714,Iris-setosa
+64,7.68597415388579,2.792776487879752,6.692620982575409,1.9881152938853504,Iris-virginica
+65,5.325782703244437,3.7020780001247475,1.5115845285418115,0.20155681853952742,Iris-setosa
+66,6.812437939933663,3.1810436982508,5.921920351480862,2.3128514418523225,Iris-virginica
+67,4.400000466001462,3.202718800064977,1.3010826634201138,0.1905407343978311,Iris-setosa
+68,5.511348766857215,4.2,1.4085112677951541,0.21181991401544634,Iris-setosa
+69,5.667535159909085,2.889087876237816,4.116786137901406,1.298813716148896,Iris-versicolor
+70,4.5041785079920755,2.334090729913804,1.302328810202316,0.36001476375806485,Iris-setosa
+71,4.8913063170274205,2.4034499627821937,3.1764271354456843,0.9987755842590273,Iris-versicolor
+72,4.636058243543228,3.1742399165473243,1.4124956064955836,0.1986745292573533,Iris-setosa
+73,6.192065008963978,3.080095268318447,4.626160961649027,1.4565130932104442,Iris-versicolor
+74,4.783051978306824,3.0,1.3804752148064268,0.10000011070906602,Iris-setosa
+75,7.5923677448139815,3.0,6.545907644568673,2.0942407408007315,Iris-virginica
+76,4.582564188031167,3.189386834319442,1.3899001758111513,0.20106453355380358,Iris-setosa
+77,4.764734904555743,3.0,1.406283087558461,0.3659754819866132,Iris-setosa
+78,6.808755161448667,2.78748440609793,4.817487661383303,1.3939681883590391,Iris-versicolor
+79,6.237668218370489,3.414318058263581,5.39294821097691,2.293172913233098,Iris-virginica
+80,5.827756649209825,2.7094349479252373,5.0942949188891005,1.9185471203507758,Iris-virginica
+81,5.016258946503098,3.0,1.5997874770209588,0.19928442768044252,Iris-setosa
+82,4.791570754861027,3.0,1.39546575636914,0.29487876610628155,Iris-setosa
+83,5.309548713469696,2.372669195885704,3.712433607180709,0.9927935761596771,Iris-versicolor
+84,6.693808757114702,3.278984733279546,5.6705586656385325,2.097044912315493,Iris-virginica
+85,6.90529645786662,3.088660732121524,5.138722357471271,2.299329608918277,Iris-virginica
+86,4.816747798165623,3.0,1.4043964761293082,0.27570414258061804,Iris-setosa
+87,7.304106431088362,2.908975095017901,6.308278042074682,1.793382755151022,Iris-virginica
+88,6.5315692227912185,3.0,5.80382576038013,2.2265669711021188,Iris-virginica
+89,5.814297674537069,2.8067631311463535,5.114886239359407,2.405188360320415,Iris-virginica
+90,6.116575217132249,2.807699163649114,4.725136790080276,1.1935306679890685,Iris-versicolor
+91,6.306551016387357,2.685429681285063,4.931425705031541,1.791167150769518,Iris-virginica
+92,7.665788007795534,2.6256297333091125,6.8999985417655845,2.297553004909289,Iris-virginica
+93,7.723326088792654,2.6335740217786543,6.9,2.2923843746544876,Iris-virginica
+94,4.899185577778786,3.121687946787057,1.4898526434327446,0.10000009393190284,Iris-setosa
+95,7.720078794396555,2.6080446596055995,6.9,2.3018258960207563,Iris-virginica
+96,7.7225004656538525,2.6203113258593422,6.9,2.3112921327527407,Iris-virginica
+97,7.291286534750518,3.0,6.2834325036078145,2.144179293930348,Iris-virginica
+98,4.889048560098986,2.406725855189313,3.123964702257862,1.004241249402092,Iris-versicolor
+99,7.7412931465965595,2.642894757070249,6.9,2.3009194773009716,Iris-virginica
+100,7.9,3.846045872006995,6.423396777341912,1.9959831737690872,Iris-virginica
+101,6.012612399282527,3.3985256177150305,4.52464450358274,1.6004671038675333,Iris-versicolor
+102,7.6027002277332905,3.0,6.580441594298301,2.0970777260528926,Iris-virginica
+103,5.9725275128308715,3.403921136540339,4.474483401305612,1.5963735287330842,Iris-versicolor
+104,7.9,3.8448974045197746,6.379124293533006,2.0024989624463427,Iris-virginica
+105,4.8039077227026485,3.0,1.4012308616254348,0.3102265320056477,Iris-setosa
+106,7.073085746806607,3.0,5.789375458226814,2.137764571573036,Iris-virginica
+107,5.701889582942463,2.8763251706768154,4.070161396532508,1.3030280666010672,Iris-versicolor
+108,7.369485916876119,2.8875911982605067,6.372216235569786,1.812336325033563,Iris-virginica
+109,6.030510894554427,2.9076252587580504,4.482926456737363,1.5296307069921116,Iris-versicolor
+110,6.4898604237860145,3.0,5.850762328479866,2.227849825459081,Iris-virginica
+111,5.829193128873498,2.8094118894420568,5.11626925380978,2.4020356290903573,Iris-virginica
+112,5.6366311172110946,3.0,4.047493795947507,1.2769410762744329,Iris-versicolor
+113,5.714048061047423,2.869296568896775,4.052506998716147,1.1611738170229193,Iris-versicolor
+114,5.782716975238192,2.9605140353501347,4.508139866207081,1.4050895616597494,Iris-versicolor
+115,5.393448574745886,3.4188345938374907,1.4727972754418432,0.3167345513771997,Iris-setosa
+116,5.447810900389779,3.4050971928331712,1.8827823125825291,0.20073835908138019,Iris-setosa
+117,7.692897794496654,2.6099196959339395,6.9,2.279912045003579,Iris-virginica
+118,4.993095927698342,3.4062122944148414,1.6221360732777783,0.4167574835004245,Iris-setosa
+119,6.544425500430014,3.0,5.528309009282426,1.8013051749497317,Iris-virginica

iris/tab_ddpm/6_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/tab_ddpm/6_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/tab_ddpm/6_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/tab_ddpm/6_4/14/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.523969290760744,2.425111984671501,3.738501036672276,1.0053401549928183,Iris-versicolor
+1,6.3940420462340075,2.9011417370230546,4.308183886356577,1.3011774039727377,Iris-versicolor
+2,5.961390974404974,2.7901255448044067,4.633102920208102,1.1677486049754418,Iris-versicolor
+3,4.978205029087475,2.0,3.286438454516528,0.9656594800890357,Iris-versicolor
+4,5.568251407859616,2.9623433868869036,3.596907918117634,1.3234740572213957,Iris-versicolor
+5,4.599153378285809,3.6224932018521487,1.0,0.19935398238718116,Iris-setosa
+6,6.513758526925592,3.0,5.512117086447942,1.8021551755235565,Iris-virginica
+7,6.516648602594914,3.0,5.482524946834864,1.8012923175730235,Iris-virginica
+8,4.612435479373409,3.1582417042485833,1.404461505838158,0.19625847300517313,Iris-setosa
+9,5.186156758345333,3.407246889271463,1.3995128335209646,0.2012064514651395,Iris-setosa
+10,5.7287126090289835,2.8117227571809056,4.4993623556803986,1.3173979890076943,Iris-versicolor
+11,6.313802215331501,2.7296288441931074,4.916824727242421,1.7821423214134031,Iris-virginica
+12,6.278238617693712,2.9020335796368,4.309828569933189,1.282809285693805,Iris-versicolor
+13,5.40641738606079,3.408007424312577,1.7109035416932148,0.2020257483930891,Iris-setosa
+14,5.017858737965981,2.000000955499328,3.559635696615809,0.9502628541261706,Iris-versicolor
+15,4.894562304954107,3.0,1.4017129168414488,0.19451872383997704,Iris-setosa
+16,7.329724798456588,2.907595882759612,6.3137352464973056,1.7920407125271471,Iris-virginica
+17,5.614124274640292,3.0,4.069320868063907,1.2656884752850308,Iris-versicolor
+18,6.658408806683512,3.206754488831566,5.0876129393015725,2.1135377232151953,Iris-virginica
+19,7.262102809918417,2.9191566186337363,6.2750328246955505,1.800913178259095,Iris-virginica
+20,6.701773438608199,3.298064585609547,5.704839648374016,2.0962231427799485,Iris-virginica
+21,4.949733741513486,2.3896282596895357,3.324937060161754,1.0033790014998158,Iris-versicolor
+22,6.108260976084821,2.806734439083926,4.706269019622963,1.1986029462363585,Iris-versicolor
+23,6.731866359186769,3.105509414176786,4.739508738224662,1.5154211512918188,Iris-versicolor
+24,5.398816596521228,3.4151045882119493,1.5280454638963104,0.42200752954088117,Iris-setosa
+25,6.2946423324531615,2.3129226735428228,4.395463051472768,1.2928572776570673,Iris-versicolor
+26,6.693685411376282,3.29114152614403,5.672013397650959,2.112559622481332,Iris-virginica
+27,5.889681872935865,2.9010884665043193,4.497723373691535,1.455228330531253,Iris-versicolor
+28,6.776152205263392,3.2008131218145235,5.939756556009051,2.2559028639521737,Iris-virginica
+29,5.005972122154294,2.0000005837838346,3.5842226574037865,0.9795777225558813,Iris-versicolor
+30,5.966990297261454,2.9071830544398707,4.506374105426729,1.4990316865710094,Iris-versicolor
+31,6.723006462535031,2.5074850712454775,5.862718237632077,1.8034799334272542,Iris-virginica
+32,6.288595137131751,2.5898611137733174,4.958737804803068,1.8365070428838057,Iris-virginica
+33,5.748266451416381,2.877952120065824,3.9405623672164545,1.2921887272836394,Iris-versicolor
+34,4.598808139956442,3.221027036903631,1.3992966204406547,0.19807758830743333,Iris-setosa
+35,6.016865609041207,2.1905699716394436,3.956241469833609,1.0035908277939105,Iris-versicolor
+36,6.304597766743505,3.301508394760773,4.700627423235208,1.5970873971366903,Iris-versicolor
+37,6.805579699432968,2.814053965140029,4.81656517006242,1.4399897514948583,Iris-versicolor
+38,6.81952597608,3.1895629605827174,5.866856084247785,2.2870088379566074,Iris-virginica
+39,6.8301689124935265,3.097373423016037,5.1295244889726455,2.3171803404898155,Iris-virginica
+40,4.632547338159098,3.623104007595323,1.0000004935862912,0.19841630944164884,Iris-setosa
+41,6.989458710988871,2.911767731834682,6.152289534263958,1.7919977813761918,Iris-virginica
+42,4.772444307102256,3.3874992444616616,2.1512062952015167,0.19993946132687151,Iris-setosa
+43,7.67357819364041,2.5995855424474836,6.9,2.298753664033086,Iris-virginica
+44,5.518382175178843,3.7530967150697307,1.5618952565865882,0.3310570268282623,Iris-setosa
+45,5.563934081928112,2.552209941946603,4.241023796320679,1.125688006081118,Iris-versicolor
+46,5.533225438920373,2.6085985693208036,4.409917201601823,1.2021215988279348,Iris-versicolor
+47,7.7045207077226046,2.6106156498322823,6.9,2.296826182087671,Iris-virginica
+48,6.882390355161438,3.1081750692732015,5.144092391480744,2.291620091155012,Iris-virginica
+49,4.9984541483677205,2.000000542937446,3.4585390804374767,1.0282115297673076,Iris-versicolor
+50,5.018349414593289,3.5332094539736687,1.3946383578975987,0.19937821583001092,Iris-setosa
+51,4.8130021239692855,3.4573582621068875,1.4544221738753629,0.2019974590167859,Iris-setosa
+52,4.499907179967753,2.307279941646882,1.3236875313252077,0.2951679981065796,Iris-setosa
+53,5.96482167237127,2.7862200842969767,4.241236799318148,1.0577161528950707,Iris-versicolor
+54,4.900623584917692,3.470864064253374,1.524181139358676,0.19973032852827166,Iris-setosa
+55,5.478821958827949,4.199999303316913,1.4183620055347592,0.20039162112782466,Iris-setosa
+56,6.042287197946396,2.796473620670306,4.661748212911845,1.1734666393437174,Iris-versicolor
+57,7.701203405543234,2.792599627880533,6.712002015901599,2.0185915368784038,Iris-virginica
+58,5.147964408695748,3.3935694399822958,1.404399616984845,0.19886183609703417,Iris-setosa
+59,5.355972368206972,3.39479094036158,1.5248686168063474,0.3820854361497443,Iris-setosa
+60,6.297095975228602,2.8562498565083843,4.287374578306508,1.2563487362178134,Iris-versicolor
+61,5.912994854459814,3.0,5.093209620512663,1.80486940297344,Iris-virginica
+62,6.696598012195166,3.108795216147,4.719848348096917,1.4919495329781713,Iris-versicolor
+63,5.474016312184404,3.0,4.4586259729386155,1.5005063848894367,Iris-versicolor
+64,5.905544370404631,3.2061002427739114,4.765679377898536,1.806536701973568,Iris-versicolor
+65,5.658282467121027,2.7025797758166745,4.405784193821183,1.2184942185269356,Iris-versicolor
+66,6.271916349291193,2.9051571003136307,5.531979518842666,1.8011822042223504,Iris-virginica
+67,6.525867257006615,3.2082874191774717,5.164277631566338,1.999845348375089,Iris-virginica
+68,5.475844128781324,2.5758351307303307,4.366916712873446,1.1959013047351745,Iris-versicolor
+69,6.138981474473769,2.7981176526444025,4.679777350847788,1.2129158797506756,Iris-versicolor
+70,7.684105678668056,2.604529395016024,6.8999989338102985,2.2978433450008424,Iris-virginica
+71,6.204141982146974,2.1943473681041157,4.496066678453053,1.491913367010018,Iris-versicolor
+72,4.980708784090179,2.0,3.448300635373784,1.007745519115124,Iris-versicolor
+73,5.168555965383886,3.4033351549066206,1.4061560562958277,0.2017984617234644,Iris-setosa
+74,7.738469945443725,2.5900936999484574,6.89999900530934,2.318772230457712,Iris-virginica
+75,4.933613249191941,2.4053767373636377,3.196608881471896,1.0122918410304114,Iris-versicolor
+76,4.490725061104437,2.250460545899423,1.3245681662456943,0.2876834194647192,Iris-setosa
+77,4.791301856043333,3.40083241967033,1.6545817345414544,0.2015981297959178,Iris-setosa
+78,4.784033130386247,3.0,1.4157434291823423,0.1,Iris-setosa
+79,6.989309262357391,3.024087423118325,5.918542979634792,2.1935343234290294,Iris-virginica
+80,5.011956384099929,3.6444633853636623,1.4045660076398683,0.20699178204658303,Iris-setosa
+81,4.588744635945947,3.604510417269159,1.0,0.2031182376520637,Iris-setosa
+82,5.630932895714548,2.8997131437299877,3.718055612790469,1.2973303734309147,Iris-versicolor
+83,5.941774254581354,3.0,5.09603745664248,1.7989581366289722,Iris-virginica
+84,5.323506434678797,3.692336030943803,1.5151398114756898,0.20513107026099586,Iris-setosa
+85,6.032144955125574,3.3813260274896355,4.52344306678432,1.6105376859354628,Iris-versicolor
+86,6.068416806853914,2.810748783349484,4.6591156329971035,1.2178462517664033,Iris-versicolor
+87,4.884430065320802,3.0,1.420674794592318,0.1,Iris-setosa
+88,4.4,3.1793742305535537,1.328860669263725,0.20630588434700378,Iris-setosa
+89,5.892798299286608,2.977928623216278,4.518937608074606,1.5416028771862413,Iris-versicolor
+90,6.310891094571609,2.6770237381304396,4.86997992059898,1.8061665677940861,Iris-virginica
+91,6.145846362342795,3.4027733759788523,5.40466861239066,2.295689423969115,Iris-virginica
+92,5.525952372586512,2.6142812623981877,4.350401636966587,1.2138245551102282,Iris-versicolor
+93,5.293696223614666,3.8730128693209105,1.3435222339311224,0.33721434235539194,Iris-setosa
+94,6.277290182045094,3.31869071600371,4.689675797214155,1.6181679684803023,Iris-versicolor
+95,5.036942323857999,3.413449303364387,1.8419750043572345,0.410288434682534,Iris-setosa
+96,6.243409846499203,2.1871835030563163,4.524321992887621,1.4960238828435106,Iris-versicolor
+97,5.465104304669162,3.0,4.50140492744572,1.5020462441951992,Iris-versicolor
+98,6.088960469980359,2.8043004259026976,4.718813708075955,1.2081785470688182,Iris-versicolor
+99,7.333575726847564,2.9011203555447884,6.302370615745865,1.7926729231462692,Iris-virginica
+100,4.906575230346179,3.134109358403989,1.5154488852278485,0.1,Iris-setosa
+101,5.110732124149166,3.688803398314735,1.5105068278827205,0.40554910062473853,Iris-setosa
+102,5.491929624391252,4.199999066699416,1.4001801916304517,0.19460472754533498,Iris-setosa
+103,6.033101830661722,3.378149114206333,4.51293661994151,1.5998972067341621,Iris-versicolor
+104,6.5023927784092885,3.2019985762048573,5.0993694115027015,2.017588143324745,Iris-virginica
+105,6.508254197678645,3.0,5.774204648928322,2.1969800151710004,Iris-virginica
+106,4.8012010031711325,3.0,1.3748685827313665,0.2940937496924724,Iris-setosa
+107,5.011393043715287,3.613885555915616,1.3888134631379603,0.19832490347268464,Iris-setosa
+108,5.710059446736474,2.8533932372859083,4.128543373347232,1.2833416140336842,Iris-versicolor
+109,6.011512078422194,3.3709272277206526,4.524368348692305,1.6110075271074813,Iris-versicolor
+110,6.381421243846294,2.8950833581322395,4.26967293774862,1.2793548131482246,Iris-versicolor
+111,7.3800992224214195,3.0,6.402866628531354,2.0804962537672953,Iris-virginica
+112,7.005831055151412,3.0301256408695654,5.549200950848206,2.2233869869270975,Iris-virginica
+113,4.787328082960089,3.4084914015529626,1.695850583212111,0.19696048483649534,Iris-setosa
+114,5.022006701547882,3.5963602265506025,1.3919597063575304,0.20557371322906987,Iris-setosa
+115,5.548193438512909,2.90100576295987,3.504198414509844,1.31134773151768,Iris-versicolor
+116,4.823613110663992,3.4033069230278525,1.9422459910021996,0.20054819789271483,Iris-setosa
+117,4.9624421887753645,3.605263790995158,1.3851685617334732,0.20384881280640177,Iris-setosa
+118,7.709924486243965,2.594785555298311,6.899998824062427,2.308838976162211,Iris-virginica
+119,5.814548256965017,2.804031040118776,5.083520525121439,2.409498382261167,Iris-virginica

iris/tab_ddpm/6_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/tab_ddpm/6_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/tab_ddpm/6_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/tab_ddpm/6_4/15/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.692142040312312,2.7923913489862264,4.4877981075134405,1.29605372062588,Iris-versicolor
+1,6.311568156088682,2.8709512148159475,4.284063888519776,1.2790962015584824,Iris-versicolor
+2,5.574976197804795,3.0,4.493183126017841,1.5090437032973183,Iris-versicolor
+3,4.993482682332765,2.0,3.5408166321980583,0.8972263121849626,Iris-versicolor
+4,4.784120737292942,3.0,1.3671916524614596,0.1,Iris-setosa
+5,5.61042855072816,2.722215167727194,4.462722438759714,1.2666972006180617,Iris-versicolor
+6,5.986848796074332,2.966398374322111,4.561172868919275,1.5231144058295416,Iris-versicolor
+7,6.173363961630165,2.202122023790463,4.483407408420969,1.4979745217806648,Iris-versicolor
+8,6.8676912449667835,3.0991431958585665,5.100100606488786,2.286285693437887,Iris-virginica
+9,7.69811999147683,2.599773860803397,6.9,2.2945511541454064,Iris-virginica
+10,5.03760933852309,3.5678196100442956,1.408319895877529,0.20879434503360766,Iris-setosa
+11,6.277599206080167,2.90750036481954,5.554127329321479,1.7964935321820497,Iris-virginica
+12,4.877274290062614,3.056312669706064,1.4759015523195027,0.1,Iris-setosa
+13,6.9989064903964495,3.0,5.907000458284352,2.114538500170714,Iris-virginica
+14,7.899998754287116,3.7794334836598305,6.4395774038464735,1.9945812877643627,Iris-virginica
+15,5.057743706958059,3.5282593717386557,1.3854521864301463,0.20305767752146064,Iris-setosa
+16,4.9865931117220885,2.0,3.4249365396824576,0.9278747823483351,Iris-versicolor
+17,5.638887313842166,2.888360192519791,3.6310608729251888,1.3021117229830441,Iris-versicolor
+18,6.3305743518147,2.509115775335421,4.995052607036761,1.9036277462565676,Iris-virginica
+19,4.882592931138535,3.0088578552819714,1.4552967047212657,0.10000010424018334,Iris-setosa
+20,5.661210769790197,3.7910386156751024,1.8273633335734474,0.38255816330662035,Iris-setosa
+21,5.613577810571689,3.0,4.485414005378736,1.4855534089179536,Iris-versicolor
+22,6.148318045945783,2.2421808038088575,4.193256500306781,1.1311909705129424,Iris-versicolor
+23,6.709020634998886,3.0,5.002626348439785,1.700929393592677,Iris-versicolor
+24,6.297710078202297,2.6386184349210344,4.903727278300186,1.8043087626084524,Iris-virginica
+25,5.99641466216892,2.194748421826442,3.94842382429297,1.021216873903454,Iris-versicolor
+26,4.789134676729702,3.3976204806877837,1.888112898177331,0.19482233479232583,Iris-setosa
+27,6.048646437311362,3.3211805542801263,4.638196211075332,1.6473075047399035,Iris-versicolor
+28,6.913530762929076,3.093004134101874,5.115896152244713,2.292723483862235,Iris-virginica
+29,5.870276198525191,3.218630736532713,4.745645632079682,1.8112814281418494,Iris-versicolor
+30,6.708584765994446,3.0,4.99874623770175,1.6857930711745608,Iris-versicolor
+31,4.505067195388824,2.3022901241695255,1.3157220274051487,0.338895867160269,Iris-setosa
+32,5.3911143257920795,3.9263260400007116,1.278151136236803,0.3705902695264267,Iris-setosa
+33,4.890243834189943,3.09073666494733,1.4786516900525157,0.10000015960731835,Iris-setosa
+34,7.707546742322822,2.790273033861111,6.7062881334665265,2.020246178121568,Iris-virginica
+35,4.603561146189847,3.600120562271438,1.0000004842024475,0.1974398019769665,Iris-setosa
+36,5.100652116586923,3.4963062776126983,1.3864723920444733,0.19729372540186807,Iris-setosa
+37,7.267171369031077,2.979124465267461,6.1944271922094405,1.9460107255729853,Iris-virginica
+38,5.477560087487955,2.5906994634307488,4.399059668554377,1.233391707318778,Iris-versicolor
+39,7.173238968369941,2.9074226693656167,6.177180454391563,1.8038036803182178,Iris-virginica
+40,4.996491623864423,3.0,1.553428133202165,0.20207918682762135,Iris-setosa
+41,4.89706818991404,2.407341175125856,3.5182474429127013,1.0115422480044671,Iris-versicolor
+42,6.178533790622958,3.3396562931899814,4.620013026411157,1.5981403926148967,Iris-versicolor
+43,7.7100993952975045,2.6260790263707694,6.9,2.3015008249305704,Iris-virginica
+44,6.700858306953347,2.5073663150098175,5.852544200816527,1.807414985412064,Iris-virginica
+45,6.719624870838904,3.200908025505879,5.550127836876863,2.17095453663194,Iris-virginica
+46,6.299225561385671,2.862952673181424,4.288492302003935,1.274910346003314,Iris-versicolor
+47,5.800341067005976,2.8037453710988274,5.146470421388255,2.4005524252875783,Iris-virginica
+48,6.185292092150694,3.3384688172288026,4.615531889342643,1.6038062203398291,Iris-versicolor
+49,4.984411246818676,2.0,3.4761715963591198,0.9461074355244046,Iris-versicolor
+50,7.6903190479070505,2.6269745303055156,6.9,2.299267855470852,Iris-virginica
+51,4.918826134818324,2.405398828595997,3.434535491015047,1.0301768729474112,Iris-versicolor
+52,5.2155583298463135,3.403573611900237,1.3975504205218365,0.200164520631176,Iris-setosa
+53,7.709446552724044,2.6116302609015163,6.9,2.307471027490925,Iris-virginica
+54,5.481398170178103,4.2,1.3717123301928986,0.19791044567881177,Iris-setosa
+55,4.680312410553332,3.2841387113887457,1.4345041746166685,0.20116572870099034,Iris-setosa
+56,6.657364880714001,3.1456967023726525,4.704550908889553,1.5192990518931508,Iris-versicolor
+57,5.414620413784642,3.3938843689415177,1.773512017705581,0.19959313640712079,Iris-setosa
+58,6.26814263920725,2.2991653787091075,4.401144988957191,1.2942358715091373,Iris-versicolor
+59,6.890116950958987,3.0998518592686892,5.095172619469262,2.3097733189106657,Iris-virginica
+60,5.77961662424277,2.6758867078382025,4.073526601386257,1.0009697475620747,Iris-versicolor
+61,4.804556212800801,3.4055306054977983,1.8386824596010227,0.20126797766736854,Iris-setosa
+62,5.790602769824645,2.7239183664566813,5.145184774566314,1.9010655158388479,Iris-virginica
+63,6.721443581911179,3.2675419048038647,5.729836199178427,2.131607060578777,Iris-virginica
+64,5.811360586516009,2.6911231072741,5.134905647252803,1.908921239369607,Iris-virginica
+65,5.949742365386209,2.9930596392429636,5.076604805261161,1.817338188577938,Iris-virginica
+66,7.652919132815907,3.0,6.644815370496872,2.0858649126456794,Iris-virginica
+67,6.219234859165423,3.3263554396114596,5.338536087941748,2.2284776495056002,Iris-virginica
+68,5.43687301990916,3.3941213276595894,1.809041298519378,0.19987467105346907,Iris-setosa
+69,6.11478911863212,3.2418397294188908,4.657060269634069,1.5889901209424158,Iris-versicolor
+70,5.0004207188521494,2.000000577545834,3.424970489224635,0.9980503102161313,Iris-versicolor
+71,6.098195342381922,2.8101047306617413,4.712543407713933,1.229400858201712,Iris-versicolor
+72,6.715243633336838,3.290987716524691,5.74698149659812,2.100974780363235,Iris-virginica
+73,6.261156702789258,2.2740483566172367,4.346264709579563,1.2796838591106248,Iris-versicolor
+74,7.705370312952508,2.616872647877383,6.899998645481281,2.3028750527437407,Iris-virginica
+75,6.709957190419838,3.0,4.991775309325514,1.6964508431478489,Iris-versicolor
+76,4.4,3.229175072509795,1.300786081547718,0.20765894208525373,Iris-setosa
+77,5.999843693083428,3.397206542442449,4.509667427826667,1.604587972010709,Iris-versicolor
+78,7.89999848105476,3.784684451047789,6.381941255980629,2.0244475253196073,Iris-virginica
+79,6.69233201331211,3.0780373882215892,4.672890580075065,1.5102017342852905,Iris-versicolor
+80,5.312349814698471,3.7235280017923182,1.5067100654966707,0.20279616288972435,Iris-setosa
+81,6.707455816091049,2.4897576698133546,5.831842455082925,1.8057253821782444,Iris-virginica
+82,6.485903038888718,3.0,5.432069639732954,1.810184139533928,Iris-virginica
+83,4.990535820743796,2.0,3.219144938080137,0.9694111044555254,Iris-versicolor
+84,5.493335439916358,3.0,4.504429978926133,1.5052881575860335,Iris-versicolor
+85,6.270415902858328,3.3856853108143925,5.429633099353547,2.272864454991015,Iris-virginica
+86,6.700811466354314,3.290353808013696,5.665253995638585,2.096232708500423,Iris-virginica
+87,5.474453764366248,4.199999236068636,1.369108968615187,0.1982395963774512,Iris-setosa
+88,7.349058672937778,2.9034992369566703,6.323184311987082,1.8115287247623888,Iris-virginica
+89,6.07881144833341,2.9439941361901276,4.573908905894651,1.524579785978915,Iris-versicolor
+90,6.693387637577202,3.0,4.993487053545341,1.6956582936926055,Iris-versicolor
+91,6.504967441051634,3.0,5.784907955307403,2.1737928809741622,Iris-virginica
+92,5.430397793408844,3.9133177457023613,1.3064385928772335,0.394084996859274,Iris-setosa
+93,6.407658669097404,3.0,5.308280938416794,1.8409165332061803,Iris-virginica
+94,4.605662759117598,3.644117689670722,1.0000005718859004,0.20093987175257663,Iris-setosa
+95,5.492893456205552,4.1999992829696575,1.4095211198004098,0.1969200502903828,Iris-setosa
+96,4.617646553828743,3.1818617844962485,1.4001254656094917,0.20587401990545176,Iris-setosa
+97,6.245966618484104,2.253117692220817,4.448291281718289,1.4109489235208101,Iris-versicolor
+98,5.501474975522508,4.199999359924266,1.3929806669287692,0.20370714553528224,Iris-setosa
+99,4.606713103665093,3.152291751665835,1.4128695368666029,0.2040369788413628,Iris-setosa
+100,5.820444115013286,2.8050063382427077,5.128461379113654,2.387756248703805,Iris-virginica
+101,5.807448188748023,2.6899279410811516,4.089233485748894,1.0013486080893115,Iris-versicolor
+102,6.248656667362666,2.2024708721801884,4.505359427488951,1.4923057915722424,Iris-versicolor
+103,5.460848017220464,3.0,4.479515599266575,1.5007392044840018,Iris-versicolor
+104,5.492026153957951,4.1999992166407205,1.4024814799473628,0.1913614427355857,Iris-setosa
+105,6.7105849979104,3.0,5.012668028117052,1.705147978406393,Iris-versicolor
+106,6.781728138541375,3.1973024054866124,5.870386986104128,2.2913433814569992,Iris-virginica
+107,4.586523830085664,3.659717684652487,1.0,0.19957257458243627,Iris-setosa
+108,4.894619060181921,3.0602979014650757,1.4770870819099886,0.100000121422162,Iris-setosa
+109,6.789696757213152,3.129518713278213,5.446054553718872,2.2974889534407423,Iris-virginica
+110,6.377487241889405,2.8757529748250654,4.28671107245382,1.279647477085436,Iris-versicolor
+111,5.795517500335908,2.8061930970479385,5.08585876770554,2.402825038399203,Iris-virginica
+112,6.1695212595571025,2.196585576744108,4.5031675900178065,1.52209963177701,Iris-versicolor
+113,6.114016677247787,3.3774785725177616,4.597582900716195,1.614666140813985,Iris-versicolor
+114,5.613381016419503,2.542195881201978,4.251589227972738,1.0910083392717564,Iris-versicolor
+115,5.9896254054472315,2.176328909163763,3.9879473069843865,0.9494088245238819,Iris-versicolor
+116,6.916500244162666,3.061114166655967,5.188866809345774,2.2938402092719907,Iris-virginica
+117,6.250892350673552,2.7655462184701634,5.086810248493082,1.8026265088666051,Iris-virginica
+118,5.121580569232819,3.323862291747582,1.6674658108073308,0.5413345403705616,Iris-setosa
+119,4.50235089379424,2.3293538281009596,1.3167171578748054,0.31133522342707975,Iris-setosa

iris/tab_ddpm/6_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/tab_ddpm/6_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/tab_ddpm/6_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/tab_ddpm/6_4/16/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.894476379973038,3.0,1.3806387613777706,0.19612217851119318,Iris-setosa
+1,5.55505385310491,3.0,4.491284524614758,1.5275300176897688,Iris-versicolor
+2,6.62606034525752,3.011485741696378,5.850331178671697,2.235356619402548,Iris-virginica
+3,6.584833941353826,3.1639605834208826,4.620408435431906,1.5092402421205773,Iris-versicolor
+4,6.683008274349415,3.24926546562211,5.687896989349328,2.102920875143762,Iris-virginica
+5,5.791387261034348,2.701667266319704,5.114585958345072,1.9056029406752562,Iris-virginica
+6,6.6836605807418925,3.1081127199842125,4.718949351019213,1.5047629650722234,Iris-versicolor
+7,5.936402326427837,2.177719403096212,4.0008802027138755,1.0003445807256328,Iris-versicolor
+8,5.057394009431188,3.3400431552923555,1.599512155156092,0.5594018804963905,Iris-setosa
+9,4.4000004424037655,3.181506156611868,1.2711923035431179,0.20395650271418683,Iris-setosa
+10,5.5037913950552495,2.407079859295866,3.6576385135896343,0.9625561224049299,Iris-versicolor
+11,6.303286589324835,2.702472090355542,4.900518407710714,1.7870287075635123,Iris-virginica
+12,5.815699003322145,2.7154830562600822,5.081641445487388,1.8990467189640752,Iris-virginica
+13,5.461678978139196,3.0,4.48971646217264,1.493532355550179,Iris-versicolor
+14,5.35152735330234,2.35898859734259,3.5727479400905224,0.88627277193394,Iris-versicolor
+15,4.833914665480984,3.4001964454167912,1.6536949227882558,0.1993714366157356,Iris-setosa
+16,5.58903541835407,3.0,3.905143347214343,1.3004862724578188,Iris-versicolor
+17,5.783061690693498,2.7903611748910055,5.1217150171937496,2.369877285143349,Iris-virginica
+18,5.636325588963725,2.9021543050619516,3.8320667443739214,1.298418345570026,Iris-versicolor
+19,4.775775815442176,3.397739642284129,1.7334423290726866,0.1983024876025254,Iris-setosa
+20,6.003593682816121,2.2034669453896125,3.9277750188595806,1.0209810091896758,Iris-versicolor
+21,4.997652142295001,2.0,3.532446554951483,0.9663435302484216,Iris-versicolor
+22,5.007921489733125,3.3826817133659364,1.5773126483234183,0.44513099238639553,Iris-setosa
+23,5.80421341201157,2.704944788182044,5.112840754723848,1.8901068397258005,Iris-virginica
+24,5.346332428112853,3.7158402250700666,1.5073858069749337,0.2034662871254951,Iris-setosa
+25,6.259050508164665,2.2565160151353036,4.416959722379708,1.38925884873114,Iris-versicolor
+26,4.4,3.2028690411346146,1.2974008606402232,0.19919090420902802,Iris-setosa
+27,6.621971912137556,3.0,4.408612060674962,1.4068006935207715,Iris-versicolor
+28,4.9383041022881855,3.0,1.4429963203083789,0.1948885401645557,Iris-setosa
+29,6.678616108243649,3.254320066137289,5.688239248071594,2.1084398828280952,Iris-virginica
+30,5.918445726371705,3.0,5.105275226114409,1.8186529743032038,Iris-virginica
+31,4.790466010372039,3.4015403495434486,1.8542719570318202,0.20611837746949818,Iris-setosa
+32,4.4,3.2180570253564116,1.2894863857069085,0.2011502606139235,Iris-setosa
+33,6.776804715992046,3.1957066296442935,5.896632137429143,2.2723472729676932,Iris-virginica
+34,6.429230933160688,3.0098629343957026,5.330581445825447,1.8475335420043266,Iris-virginica
+35,5.688262291736192,3.0,4.152700828341502,1.1969039396510013,Iris-versicolor
+36,6.300298189061815,2.894324689206451,5.5924020183035275,1.7891266885033674,Iris-virginica
+37,4.585912442142279,3.6077458323595,1.0,0.19815580977887112,Iris-setosa
+38,4.775191266588515,3.0,1.393546596572988,0.1,Iris-setosa
+39,4.967407577984624,2.383411000371915,3.5564651154250866,1.0277829546751744,Iris-versicolor
+40,5.512101007837616,2.602172417113612,4.412668176995553,1.2094716100057115,Iris-versicolor
+41,5.634906440060372,2.8814081342980247,3.7422652692607876,1.2941449619716652,Iris-versicolor
+42,6.513264920507652,3.0,5.755951067276146,2.1999149415962074,Iris-virginica
+43,6.212720333370551,3.393314754184503,5.41463975997875,2.297745775910106,Iris-virginica
+44,7.724838125174502,2.540179287978158,6.9,2.331530444022905,Iris-virginica
+45,5.965955348354202,3.3232869687132824,4.680830133670553,1.7123442930662165,Iris-versicolor
+46,7.899998478872623,3.8158723081638266,6.484581267825146,1.9853661936640257,Iris-virginica
+47,4.814329141635576,3.4045442290303063,1.7265079850141052,0.20190141729248795,Iris-setosa
+48,5.549766603395395,2.448007577709875,3.8378074567381733,1.059519063654363,Iris-versicolor
+49,5.145616975278089,3.2995055230871437,1.6378357032367021,0.5124848807625498,Iris-setosa
+50,7.673158816235261,2.6068607923512386,6.9,2.2865115327600334,Iris-virginica
+51,5.0066697239976525,2.0000005804288987,3.4997761953737863,0.9151415718784532,Iris-versicolor
+52,4.626603640514234,3.2014182998677887,1.404006477393449,0.1989286956769291,Iris-setosa
+53,5.890892057638528,2.72788905318114,5.0551055982912105,1.8580924073539056,Iris-virginica
+54,5.610288165772859,2.5296010760110086,3.885380139353622,1.0614756680066566,Iris-versicolor
+55,6.718864753976488,3.0,5.021681507260478,1.7088360859477496,Iris-versicolor
+56,5.888616458266293,2.8085368375620416,4.57844147994495,1.2793372489339556,Iris-versicolor
+57,5.980483798770787,3.4064494602164666,4.524952426445446,1.58719218432329,Iris-versicolor
+58,7.607683934267134,3.0,6.601014314562616,2.0909744481679957,Iris-virginica
+59,5.8867787114402095,3.0,5.1281894941025845,1.8013808404757647,Iris-virginica
+60,6.6179338311241045,3.133210538724014,5.424666214175143,2.0136113963550795,Iris-virginica
+61,5.503662258168456,2.4299008013515913,3.7449275082811644,1.0220375170442466,Iris-versicolor
+62,5.915261478592167,3.0,5.094623286163061,1.79970158764455,Iris-virginica
+63,5.792857781974709,2.703341141408796,5.105950368089157,1.8858783422598273,Iris-virginica
+64,6.469322700433162,3.213557369001519,5.145468636886891,2.078386289625139,Iris-virginica
+65,4.590044659835436,3.6006752059966756,1.0000004081998493,0.19383378373285334,Iris-setosa
+66,5.137437373834053,3.46819285852186,1.3996063652031654,0.19724064400186958,Iris-setosa
+67,6.305008085242104,3.286416887639203,4.702347201001738,1.5671583811472336,Iris-versicolor
+68,6.323078509090027,2.7198479493345307,4.859996184396549,1.7843511626764599,Iris-virginica
+69,7.055177376692136,2.848192239737134,6.202975784885274,1.791498938985502,Iris-virginica
+70,4.8025941682613205,3.400215287100816,1.6546912517060257,0.20395125233829967,Iris-setosa
+71,6.62277427980631,3.339697159549962,5.774364026337482,2.5,Iris-virginica
+72,5.022873025465332,3.57201368416621,1.4105426912287546,0.20007507292083906,Iris-setosa
+73,6.164546950383879,2.222873651470622,4.461267474921672,1.4797354458136542,Iris-versicolor
+74,5.586207080127826,2.500839126923019,3.897898998419046,1.107791749522819,Iris-versicolor
+75,4.826020907682287,3.3978181868405173,1.8119656562694149,0.20322794921456733,Iris-setosa
+76,5.864817718524168,2.80030222458641,5.113306170376282,2.3966660651883034,Iris-virginica
+77,5.382088381966766,3.5531888505294558,1.5266740903177705,0.20855871128450157,Iris-setosa
+78,5.828092619652564,2.804605406452813,5.1310690961992345,2.3936797523624147,Iris-virginica
+79,5.8031100806462605,2.692574858987155,5.079019358221466,1.8668671971541309,Iris-virginica
+80,4.893579946618122,2.4269466497753074,3.2064494208144447,1.0074126046541634,Iris-versicolor
+81,6.574574848842485,3.0,4.415005387504158,1.4294228703062026,Iris-versicolor
+82,7.693186122062091,2.6258637364880606,6.899998694353038,2.299525543538796,Iris-virginica
+83,5.193210796859502,3.3903951702964017,1.4014160277827754,0.19964837344388076,Iris-setosa
+84,5.4193656568745245,3.907595145373774,1.2891238260871027,0.4443733431011172,Iris-setosa
+85,6.093414024950913,2.8130806085491495,4.68080738765033,1.2158054910407734,Iris-versicolor
+86,6.026634754009143,2.992373518662132,4.5503598147635325,1.438467287155426,Iris-versicolor
+87,5.432452557400644,3.4063475601579847,1.5107626338166391,0.4188567296792864,Iris-setosa
+88,5.8843026298276415,3.0,5.097333149553908,1.818880694017175,Iris-virginica
+89,4.6299442491804825,3.538736784115899,1.000000429594778,0.20330234919213153,Iris-setosa
+90,6.658504861402271,3.0098098666243973,4.532006577585686,1.4333186300155722,Iris-versicolor
+91,4.626367670732682,3.1199508854704074,1.3822716184786086,0.20296308161601373,Iris-setosa
+92,5.479074162774229,4.2,1.397323714623543,0.19233604990110242,Iris-setosa
+93,5.633958993856701,3.0,4.194277725723767,1.2390754344256762,Iris-versicolor
+94,6.852915208842507,3.1932500297377406,5.952863603332388,2.308307711832546,Iris-virginica
+95,5.979690713739898,3.41010493975555,4.541867974853675,1.6379663751299613,Iris-versicolor
+96,7.236250554248823,2.8825443631441803,6.256943067663663,1.795715545447194,Iris-virginica
+97,5.700676227397457,2.8782134433108255,4.144773401889911,1.2981818473588418,Iris-versicolor
+98,5.0197337491969645,3.0,1.6179569110102527,0.19261304885859515,Iris-setosa
+99,4.815333954026969,3.4084102153098526,1.575557902082937,0.20091743924882563,Iris-setosa
+100,5.804643753537436,2.686816727579035,5.091672206236821,1.8939604057643749,Iris-virginica
+101,4.851942581590521,3.0,1.406610599432309,0.1,Iris-setosa
+102,6.185153768062908,2.2492593530054505,4.306270886111039,1.178909332509689,Iris-versicolor
+103,4.9957799264620295,3.0,1.626239767907037,0.19995354938043514,Iris-setosa
+104,4.916373313084032,3.103053594117969,1.4859903126664706,0.1,Iris-setosa
+105,6.6966194454616925,3.0,4.980279095198911,1.703552626760889,Iris-versicolor
+106,5.982180781488565,2.868256750965182,4.617722352844976,1.2648161074917175,Iris-versicolor
+107,5.768748332104412,3.002352345148969,4.576966103232338,1.5637388357687294,Iris-versicolor
+108,6.667714299594731,3.0255209108722605,4.5481763952431145,1.4625714350895003,Iris-versicolor
+109,6.1129410011515635,3.0,4.593505122985792,1.3864215094933643,Iris-versicolor
+110,6.467445499237015,3.0,5.530384684672448,1.8097632000521073,Iris-virginica
+111,5.597572454437504,2.7938584849360324,4.446216623161311,1.2895148630850046,Iris-versicolor
+112,7.688172199974267,2.61223790079451,6.9,2.302738844756197,Iris-virginica
+113,6.159982113537714,3.4101271730681058,5.447810334099632,2.3071262028554185,Iris-virginica
+114,4.4,3.194954788847034,1.3108640313045918,0.19528362970153706,Iris-setosa
+115,5.4895560569064115,3.729982990507217,1.5762059687358017,0.3743670910749966,Iris-setosa
+116,4.614822441011419,3.210095230449632,1.4147930405645925,0.20118744312841672,Iris-setosa
+117,6.871801848962511,3.187527464695693,5.966624478754901,2.292672395461122,Iris-virginica
+118,5.549950102094603,3.0,4.059839629743111,1.3285902494274149,Iris-versicolor
+119,6.529236654552892,2.984892504947473,4.3538726646975725,1.3562159850114794,Iris-versicolor

iris/tab_ddpm/6_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/tab_ddpm/6_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/tab_ddpm/6_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/tab_ddpm/6_4/17/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.0719535300820935,2.4351727548826956,3.5689816891147976,1.0270594510334106,Iris-versicolor
+1,6.683261074719109,3.1005900194834046,4.717391325640564,1.4882411788149756,Iris-versicolor
+2,5.0147781856211635,3.3895424313316025,1.5805394511006365,0.4057406798407702,Iris-setosa
+3,5.296714747505386,3.6159876235047017,1.4945570104912465,0.20312180262474025,Iris-setosa
+4,7.101346949435712,3.0363897293984135,6.047828643170182,2.2008402874071944,Iris-virginica
+5,4.599413313313511,3.5955116254050896,1.0000007150594172,0.20149932981570898,Iris-setosa
+6,5.55585286820717,2.4211455433227713,3.716422783279199,1.0128171528434213,Iris-versicolor
+7,6.260838693125803,2.905754518244993,5.58266098324674,1.813858112775438,Iris-virginica
+8,5.090436091345447,3.296222068358288,1.739965434542986,0.48819986696872264,Iris-setosa
+9,6.3110740108661565,2.907969681143913,5.612911623088021,1.8031148519646965,Iris-virginica
+10,5.807669680135641,2.70951866194386,5.120349274700774,1.908410081261988,Iris-virginica
+11,7.243327164029993,2.890635848594023,6.295788886787342,1.8106354472996842,Iris-virginica
+12,5.714494047097345,2.476080186861914,3.9622130590089775,1.0269166038722748,Iris-versicolor
+13,5.716649063000575,3.0,4.203443078609439,1.1700906322351372,Iris-versicolor
+14,6.533614471794586,3.1583937389864287,5.300891271716841,1.9662828105141876,Iris-virginica
+15,4.879093460715726,3.0,1.3993023165321168,0.20136843233898774,Iris-setosa
+16,6.275350322121456,2.6990161748643193,4.937652352953511,1.808253865752107,Iris-virginica
+17,5.778585888702072,2.7959657970087495,5.0985011791075445,2.4133026198855387,Iris-virginica
+18,5.506044332905335,4.2,1.4117810707794922,0.20294707420805577,Iris-setosa
+19,5.6400838489348715,2.8932169659719094,3.896769519658098,1.3040227934442001,Iris-versicolor
+20,6.507513616547465,3.1813221991901917,5.083670550869646,1.9913421992136109,Iris-virginica
+21,6.70606727857966,3.3120496505494934,5.694021826953895,2.5,Iris-virginica
+22,5.086135278568958,3.6772990531007483,1.4988971865918086,0.4164150172301669,Iris-setosa
+23,4.596011756129664,3.629677724324451,1.0000003813034208,0.20230285364459372,Iris-setosa
+24,5.493641527485636,4.199999138207557,1.3997626309267812,0.2001763363986538,Iris-setosa
+25,5.807132229395886,2.811853737553929,5.112710497414563,2.39046668753097,Iris-virginica
+26,5.0163490569164555,3.5210731783830918,1.4023634232237132,0.20600136739650401,Iris-setosa
+27,5.350911303965635,3.4691815253804292,1.5393141605203224,0.20069381434029054,Iris-setosa
+28,5.993554563019948,3.3925884868276253,4.479903030817734,1.5537080253313689,Iris-versicolor
+29,5.9454749448888204,2.858581331030093,4.524967812835844,1.4408705915771445,Iris-versicolor
+30,5.440899416877657,3.4138254704027897,1.5093074500482717,0.37648134363440255,Iris-setosa
+31,6.670470237284989,3.0,5.018544737385756,1.6974280403592963,Iris-versicolor
+32,5.1959234336926565,3.5072639324348938,1.4447392797997443,0.20258085299411788,Iris-setosa
+33,5.642937546049025,2.9672908072367123,3.9492828836605085,1.312574176029656,Iris-versicolor
+34,4.921047290392895,3.0,1.4038416952867188,0.19980413749400067,Iris-setosa
+35,5.501026619680554,3.0,4.527103588985317,1.5078141576247184,Iris-versicolor
+36,5.681224232813534,3.782912879426591,1.5740652231182495,0.29225677703288205,Iris-setosa
+37,6.705120702521925,3.1141640163219613,4.695252565141853,1.5084316208493835,Iris-versicolor
+38,6.149971106254952,3.350636376556162,4.576396597895556,1.5771110021842054,Iris-versicolor
+39,6.064978779753764,3.0,4.584925304788739,1.4273097302988316,Iris-versicolor
+40,7.013497624235,3.0262586087817724,5.816024162892996,2.1840603925265607,Iris-virginica
+41,5.099049696661157,3.2931583488698695,1.7377640656414433,0.4529281720013615,Iris-setosa
+42,6.742976045806668,3.0592504876855564,4.813122506241009,1.5600985609471842,Iris-versicolor
+43,5.118404253106458,3.506652590645247,1.3934996997427889,0.20315122126098037,Iris-setosa
+44,5.014077622073155,3.0,1.6016501707618793,0.20178896195249704,Iris-setosa
+45,7.686336990483225,2.810201117563783,6.7048652857475926,1.9740623493346683,Iris-virginica
+46,4.778402811772385,3.4012072801687805,1.5737478721713405,0.2013387796507595,Iris-setosa
+47,6.190070469318183,2.2930621006524703,4.3070187710598224,1.2169534941309137,Iris-versicolor
+48,4.891819960654808,3.077007776426195,1.4970462866981773,0.1,Iris-setosa
+49,4.599462006777812,3.560016991407606,1.000000404597823,0.20066350139500766,Iris-setosa
+50,6.5295037873023345,3.18013907317897,4.675885065402802,1.5428234256119848,Iris-versicolor
+51,6.650509426621302,2.4757441791354524,5.700673545607527,1.8079130266847778,Iris-virginica
+52,5.059769125285873,2.4056344937281735,3.459829563480023,0.9883187076519742,Iris-versicolor
+53,5.811889340786463,2.6979771715171723,4.032214491088391,0.9127192609612302,Iris-versicolor
+54,5.495369741073274,4.2,1.4108942872038772,0.19708441939205423,Iris-setosa
+55,5.899330050994347,2.99635792613991,4.536932731672154,1.4603323408482567,Iris-versicolor
+56,4.624757107868846,3.590748344952455,1.0000004744534112,0.20572625431970715,Iris-setosa
+57,5.187283871674811,3.611724221738657,1.4483657706136228,0.20117514031731112,Iris-setosa
+58,5.501769004817587,3.0,4.488109897127419,1.4583409257590514,Iris-versicolor
+59,6.701489398476042,3.0,4.9815865886462865,1.702467727123559,Iris-versicolor
+60,6.369159978445471,3.204196139875998,4.704104320330388,1.5917107134757746,Iris-versicolor
+61,6.156154388136096,2.8530277073713446,4.493258248009765,1.261849112985158,Iris-versicolor
+62,5.631566046013605,2.8785267060874573,3.7977084349092345,1.2618001876383111,Iris-versicolor
+63,6.6802008976681915,3.089400539374871,4.685355063054671,1.5004796151639082,Iris-versicolor
+64,4.4979070686916405,2.3358211488346443,1.3003231192556914,0.3898315057785457,Iris-setosa
+65,5.601371568148243,3.499792462312116,1.5514059234171893,0.3307169604738094,Iris-setosa
+66,6.219138828266712,2.2235677367970617,4.425159766989108,1.3918478204703872,Iris-versicolor
+67,4.598980664917504,3.6228573663662123,1.0000004440351935,0.19777271118168377,Iris-setosa
+68,6.862559314223936,3.1229781757543456,5.0689528070554815,2.2995850186245783,Iris-virginica
+69,4.796794159284122,3.0,1.407693310191747,0.38367066231583885,Iris-setosa
+70,6.293431513337589,2.693042895256732,4.910809888503567,1.7955370402773134,Iris-virginica
+71,5.278025022109073,3.7720428032661393,1.4764595234801372,0.4010077391079143,Iris-setosa
+72,6.679519557556259,3.2641052718635577,5.738899613146533,2.115608125325977,Iris-virginica
+73,5.833906999008338,3.1363077367312044,4.716713374823813,1.7060712369431683,Iris-versicolor
+74,5.001691765375515,2.0,3.527948654099137,1.0166629423003066,Iris-versicolor
+75,5.011196836886716,2.000000586040383,3.4846685571310885,0.8802604927696649,Iris-versicolor
+76,4.911413482407721,3.0,1.4030085546413846,0.21143057526289982,Iris-setosa
+77,4.9137098922367874,3.0,1.4042744988500513,0.1999142900221591,Iris-setosa
+78,6.286969978683801,2.9143122909807104,5.5892361924002305,1.7877368082674518,Iris-virginica
+79,5.525675275748394,3.0,4.461981890790893,1.4938993919459023,Iris-versicolor
+80,7.30390069892822,2.9063636058769826,6.247640810040316,1.793550473148211,Iris-virginica
+81,5.430873840795033,3.0,4.500636789696241,1.5072542437092566,Iris-versicolor
+82,6.273154213742083,2.556676296083365,4.951765847469262,1.854290911594674,Iris-virginica
+83,5.885922647449921,3.1998186729512694,4.812429338383437,1.784723667253834,Iris-versicolor
+84,5.099897777886026,3.295531790698301,1.6042057648557273,0.4576532973556192,Iris-setosa
+85,5.783187762827458,2.691642232082784,5.147252300274537,1.9163034835556192,Iris-virginica
+86,5.432011666204997,3.0,4.454864264244863,1.4887317969261527,Iris-versicolor
+87,6.079117171199301,3.0,4.607853990221604,1.4126294052292068,Iris-versicolor
+88,6.717896505401452,3.273446859649242,5.765094380830381,2.5,Iris-virginica
+89,7.718142017128265,2.7993701614873965,6.705734050054112,1.9945960811141257,Iris-virginica
+90,4.595435488545965,3.2139365279935856,1.411322378425873,0.20214811425339504,Iris-setosa
+91,4.836631808303717,3.3980598374429656,1.7899737055776777,0.20031718699960005,Iris-setosa
+92,5.663863540347605,2.9706744536675758,4.11800762986245,1.2720349109415776,Iris-versicolor
+93,6.866770155944368,3.0908480808318464,5.076204336413941,2.2934942434638055,Iris-virginica
+94,4.992361965380404,3.0,1.5738523642232267,0.20061493414411566,Iris-setosa
+95,5.014852257977613,3.585526419326472,1.3886743163524264,0.20244272717240303,Iris-setosa
+96,6.389302701436443,2.9007794926654973,5.600936183531865,1.794461816024708,Iris-virginica
+97,6.3377036435962735,2.8688707512580938,4.3117565633192365,1.2711365041640212,Iris-versicolor
+98,5.482529378903364,2.5650386510188348,4.35995198238195,1.1726025917503529,Iris-versicolor
+99,6.303751887485411,2.5046553863358154,5.008796183948806,1.8989175341758473,Iris-virginica
+100,5.799261408512237,2.8099150986477888,5.154616513889386,2.399116707817021,Iris-virginica
+101,6.293342069640446,2.8727841123985627,5.562281902195433,1.8049613966957128,Iris-virginica
+102,5.521343929150181,4.1999988928953025,1.390551234408142,0.20196894532539933,Iris-setosa
+103,7.722729865975582,2.7906976151550116,6.723542342444402,2.014177535878712,Iris-virginica
+104,6.563572855107975,3.207164103737263,5.1890486753906515,2.045794202406581,Iris-virginica
+105,5.793956845204801,2.804648697986806,5.086411903363263,2.40008761158548,Iris-virginica
+106,5.481789864743995,3.0,4.515525971607694,1.5260970916889354,Iris-versicolor
+107,7.899998992449012,3.8082651789664226,6.38848222520075,2.0238235857847724,Iris-virginica
+108,5.534105139473606,3.0,4.527090661898372,1.5045062300768148,Iris-versicolor
+109,4.907865925720934,2.3786470692460857,3.27840501284145,1.0070342872628664,Iris-versicolor
+110,5.803158856058915,2.697909686267388,5.10524388389429,1.9044422827273075,Iris-virginica
+111,4.769063574196856,3.405328290472024,1.6354063742938367,0.1992465136203318,Iris-setosa
+112,6.702788905545898,3.2887694762825537,5.7289295867322725,2.141562362961593,Iris-virginica
+113,5.435180021287011,3.0,4.496030415919505,1.509449995388346,Iris-versicolor
+114,6.22544408272354,3.309425518847394,4.6851978428759145,1.5905316229895017,Iris-versicolor
+115,5.4861141012009575,4.199999298842348,1.4253065284484296,0.20212943661333765,Iris-setosa
+116,5.795936874807158,2.7054636412883086,5.091901068306809,1.8878697938939641,Iris-virginica
+117,5.70826254194119,3.0,4.173135919247423,1.247258056156974,Iris-versicolor
+118,6.835719659451235,3.1952536025726466,5.893577765240316,2.3115785064839196,Iris-virginica
+119,6.230453112132323,3.326527794073006,4.6395120287261395,1.571511279235183,Iris-versicolor

iris/tab_ddpm/6_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/tab_ddpm/6_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/tab_ddpm/6_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/tab_ddpm/6_4/18/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.9,3.7784347539219194,6.388404202563479,2.0099778717945447,Iris-virginica
+1,4.814792175440658,3.3928948460734194,1.6478425060192485,0.1983124128186609,Iris-setosa
+2,5.705219541058255,2.909415402390027,4.230731748126255,1.2905915034071394,Iris-versicolor
+3,6.718562749199618,3.085513711529057,4.683095683361302,1.4599136514091386,Iris-versicolor
+4,5.53233796285167,2.4467831400646047,3.768930083926125,1.045623398981142,Iris-versicolor
+5,5.186751230125226,3.379730215582768,1.3937585042450027,0.20148326937387595,Iris-setosa
+6,5.682210987617427,3.8052030402400687,1.620027445908936,0.29637183110836324,Iris-setosa
+7,5.186264103915877,3.391096209586009,1.411466389337052,0.19969746933966226,Iris-setosa
+8,4.824599769937954,3.4098236688774928,1.7927196258099531,0.2008381212649259,Iris-setosa
+9,7.718218534734107,2.5963562487648435,6.899998989704223,2.2955038042490576,Iris-virginica
+10,7.009861827254298,3.1847904052399216,5.952674793712987,2.2933116648978347,Iris-virginica
+11,5.337638381325735,3.4027967553902996,1.509605913639091,0.2075344004947401,Iris-setosa
+12,6.498678881511258,2.9831886677906567,4.330169927735565,1.3523492842061,Iris-versicolor
+13,5.636130412012131,3.0,4.162196318377806,1.249029016363187,Iris-versicolor
+14,6.194420553539579,2.191830812870312,4.472776140302349,1.4832525863718544,Iris-versicolor
+15,6.494320561745157,3.0,5.792097956242797,2.1911852299895114,Iris-virginica
+16,7.712050665516732,2.807144558490676,6.718374841803902,1.9860359972859027,Iris-virginica
+17,6.181723607139096,2.2199861464002844,4.451818541954857,1.4645425180628,Iris-versicolor
+18,6.780156736800412,3.209546157522714,5.863883627061247,2.280762042932415,Iris-virginica
+19,7.147795810448564,3.0,5.797052088006028,2.1853552168555646,Iris-virginica
+20,6.305776419046256,2.5634377492332923,4.943116172118458,1.8463362945977095,Iris-virginica
+21,6.514962284858404,3.3462421837651024,5.525007953905925,2.1589721050859345,Iris-virginica
+22,6.706017505860391,3.2830262202083933,5.666299937905396,2.499999445311423,Iris-virginica
+23,5.42446740969816,3.8924567543704005,1.2953596122974345,0.40149597545585725,Iris-setosa
+24,4.905299264402861,3.0,1.4002580199429555,0.20010175253469234,Iris-setosa
+25,6.5196379096780825,2.9838827598604603,4.321417614736167,1.3557273230880549,Iris-versicolor
+26,5.375677184209387,3.3853938934601913,1.4979464714282518,0.3804102538768598,Iris-setosa
+27,4.804237386497281,3.402641204188127,1.749857181731666,0.20003404025983829,Iris-setosa
+28,7.899998312911416,3.789727186743005,6.382828923886886,1.986373585274636,Iris-virginica
+29,7.713907159668253,2.8242241762325735,6.712538230272718,2.0079080920527095,Iris-virginica
+30,6.92838022540846,3.107571484275404,5.097026355688711,2.2961351705547277,Iris-virginica
+31,6.680052806080352,3.313636327493081,5.742724376062294,2.5,Iris-virginica
+32,5.937125364833811,3.2133898709449045,4.7911741132681955,1.791387030565395,Iris-versicolor
+33,6.221896430240208,2.207649392163712,4.503700487359609,1.506967089635248,Iris-versicolor
+34,5.634620477262932,3.0,4.184519902974107,1.2541228569103655,Iris-versicolor
+35,5.510886431510516,2.60771428553625,4.425030175277892,1.204253837767205,Iris-versicolor
+36,6.531917001418379,3.259164955632931,5.195394613060901,2.094904832749199,Iris-virginica
+37,6.71944725971087,3.0,4.999828998163981,1.6799677348686295,Iris-versicolor
+38,4.800932275356805,3.4019649200897746,1.945671699909588,0.20184051371397968,Iris-setosa
+39,5.386173503112905,3.0,4.490879057746369,1.4959394110337225,Iris-versicolor
+40,4.820295121890934,3.396759335712295,2.03162846659339,0.20285775182268326,Iris-setosa
+41,6.406255634130323,2.9717260546015716,5.567015758752071,1.8071599893156955,Iris-virginica
+42,6.252008752735499,3.3724077449036356,5.416501097196589,2.281666278138599,Iris-virginica
+43,4.658411566975556,3.2846835166705346,1.421550821683855,0.19666554343183573,Iris-setosa
+44,6.503530869271871,3.0,5.461666185363631,1.8092483292334949,Iris-virginica
+45,4.910873385732667,3.4063867434351334,1.6188773602305162,0.24931619686346068,Iris-setosa
+46,5.703165644812519,2.9816978983860705,4.172864176273619,1.1905531222479455,Iris-versicolor
+47,4.867157788470153,3.0,1.4008446491107336,0.21440058943761725,Iris-setosa
+48,4.634794533991393,3.2477862625337943,1.4446933701757156,0.20055360593694452,Iris-setosa
+49,6.684948372749362,3.099741329286319,4.702408416811199,1.5104949379443333,Iris-versicolor
+50,6.254069676956452,2.2351986908985557,4.49566003864925,1.4205393524697587,Iris-versicolor
+51,4.992297787144051,3.0,1.5740295432034666,0.19879570997590806,Iris-setosa
+52,5.130174120874284,3.695035031866093,1.5237703857336413,0.415490686125422,Iris-setosa
+53,4.603786332118438,3.6016445396570487,1.0,0.20223590827512802,Iris-setosa
+54,5.6579105020978115,2.3356523204476525,3.8843857931227346,1.0404174168395877,Iris-versicolor
+55,5.5652326096684,3.0,4.043657415330892,1.3069491070398622,Iris-versicolor
+56,6.838645709488372,2.80436470382122,4.795757942270803,1.4056160669333124,Iris-versicolor
+57,6.3377804565829585,2.8857532810165814,4.280281816252703,1.2965839742166099,Iris-versicolor
+58,4.594412000699605,3.650342427013864,1.0,0.1976978217441485,Iris-setosa
+59,5.018025450852179,3.6461618705443253,1.4175387104462192,0.20137309441488382,Iris-setosa
+60,6.807559773804037,2.8039843804553364,4.810631710257905,1.3969831743724321,Iris-versicolor
+61,6.112322583769623,3.0,4.5695158488178,1.3893409036337976,Iris-versicolor
+62,5.22306719821554,3.403432618933458,1.4121560452179447,0.20058860304208717,Iris-setosa
+63,7.711546063804172,2.6160744000662635,6.899998904856358,2.299278174311777,Iris-virginica
+64,5.004368968088916,3.0,1.6153885448093515,0.2027347537160596,Iris-setosa
+65,4.798389318473216,3.0,1.405114969228607,0.1000000981634825,Iris-setosa
+66,4.400000441109226,3.206355348661979,1.2968078723459695,0.2038516382961217,Iris-setosa
+67,6.480140270821905,2.9486491201241933,4.336114001671541,1.3564269197438292,Iris-versicolor
+68,6.80069380945981,3.1625744758026015,5.9241515451260165,2.3053421189492997,Iris-virginica
+69,5.128364078801335,3.7381647915247367,1.475979400548176,0.396791365559151,Iris-setosa
+70,6.639336281143289,2.532877448693443,5.654475096854412,1.7994108711084298,Iris-virginica
+71,6.700186182758595,3.0,4.99546684219359,1.7046271448220407,Iris-versicolor
+72,6.689567200206653,2.4944947358851755,5.873218734565449,1.7759983279986422,Iris-virginica
+73,6.493659883693811,2.9536158056517747,4.346480039882481,1.3457437382989657,Iris-versicolor
+74,5.795667593572177,2.7190070114926126,5.098981602158387,1.895443031594063,Iris-virginica
+75,7.690485786752774,2.8022605242819605,6.71481003929998,1.9950028400961657,Iris-virginica
+76,6.814309167760359,3.19789353878583,5.841078096028259,2.2910439786531605,Iris-virginica
+77,7.698957748569376,2.8060498221775574,6.693776303835249,2.012917824186574,Iris-virginica
+78,5.380396879868734,3.3856730793802927,1.4851961440017645,0.34457903885477986,Iris-setosa
+79,5.892184415525247,3.0,5.088388116216909,1.79070657703206,Iris-virginica
+80,6.009634734783931,2.1922845756605214,4.049181723936027,0.9678466266200458,Iris-versicolor
+81,4.400000603553676,3.187814656581262,1.2651983540366274,0.19766838121901892,Iris-setosa
+82,5.887190965947617,3.0,5.106678463047392,1.8009885421485519,Iris-virginica
+83,7.659839793190225,2.805364368931347,6.7088612320090855,1.9881652222896709,Iris-virginica
+84,5.542948739602472,2.668437077148493,4.449572645091475,1.2590075257186932,Iris-versicolor
+85,5.62231952120975,2.904419507602558,4.0751968398799425,1.2923884262332568,Iris-versicolor
+86,4.614637762873463,3.6539605889618527,1.0,0.19338962491491862,Iris-setosa
+87,5.939295717581582,3.0,5.088732742094477,1.8429678625006989,Iris-virginica
+88,6.725764825765662,3.272329679591567,5.778770997474261,2.101784179340935,Iris-virginica
+89,4.982017593822491,3.0,1.5909468671106242,0.20178958641529282,Iris-setosa
+90,5.772387815924492,2.6690532102536726,4.004211956014093,1.0010598316125658,Iris-versicolor
+91,5.882492303861651,2.775861544045884,4.268179878135684,1.1057436815352486,Iris-versicolor
+92,5.104970691531403,3.4900990253909745,1.4055433274958182,0.19741323891831597,Iris-setosa
+93,4.798697570578857,3.3993558483260196,1.5725022951185164,0.19674469661189886,Iris-setosa
+94,5.1810369907506235,3.4037781990245066,1.4061451281354023,0.20067208480550563,Iris-setosa
+95,5.71493422062389,2.837852080513199,4.122998242227822,1.2561199957483657,Iris-versicolor
+96,5.834954365128697,2.738218890240898,4.177897361244921,0.9938738408643106,Iris-versicolor
+97,4.504292759899493,2.2771737690219167,1.2997536361361621,0.2970764126892097,Iris-setosa
+98,5.7028833328534025,3.0,4.200123247523226,1.1930716181530265,Iris-versicolor
+99,4.487054908165384,2.261118464396702,1.2855760341674414,0.290113044925701,Iris-setosa
+100,4.8853108649688615,3.1054440332813105,1.4798906273508015,0.10000010531466656,Iris-setosa
+101,4.992027408983372,2.0,3.3382542913329116,0.973758826554429,Iris-versicolor
+102,5.7840260238992665,2.793274019418126,5.093528720960193,2.3912946487599753,Iris-virginica
+103,6.278496906034213,2.8991626735456233,5.584555020812546,1.8099888221366558,Iris-virginica
+104,6.300469458564193,2.947238715547656,5.559978542524231,1.8429715101575077,Iris-virginica
+105,5.780613474871753,2.6959572807029986,4.089155632190222,0.9360624034741822,Iris-versicolor
+106,5.670849915429267,3.0,4.156071002726274,1.1945166217776575,Iris-versicolor
+107,5.825992913466774,2.7049326711637716,5.121494544407921,1.9147920671109835,Iris-virginica
+108,5.254294849753714,3.7145978054362616,1.52380447283742,0.39474237616201363,Iris-setosa
+109,6.721581591731144,3.0,5.0129655921337966,1.711570170482609,Iris-versicolor
+110,4.4,3.226348933750216,1.2826230014982603,0.20008511639724505,Iris-setosa
+111,5.801386284196851,2.6942915759189465,5.116711829946294,1.8906994948317724,Iris-virginica
+112,4.8217584610897175,3.0,1.405436371456244,0.1,Iris-setosa
+113,5.881161577368759,3.0,5.090236034517911,1.8045901403025792,Iris-virginica
+114,7.647741261066199,2.8052797404954757,6.620872432753694,1.9500440787441626,Iris-virginica
+115,5.8098038128734455,2.707402146886546,5.112192824805774,1.9002668284115958,Iris-virginica
+116,5.817771229512804,2.693679191674823,4.189290566430487,0.9976621046126941,Iris-versicolor
+117,4.790362422145931,3.384791957626943,1.9306347800240538,0.2008010099657594,Iris-setosa
+118,6.269853005912113,2.885401982144515,5.595431226416998,1.8121863653874126,Iris-virginica
+119,5.075083201346729,3.4958104652563136,1.394492873032898,0.19842472550220575,Iris-setosa

iris/tab_ddpm/6_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/tab_ddpm/6_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/tab_ddpm/6_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/tab_ddpm/6_4/19/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.954944390610813,3.0,5.1310350549942845,1.7966761093476826,Iris-virginica
+1,5.4203350478958585,3.9130138140838575,1.2818946303038774,0.43359569213509686,Iris-setosa
+2,6.7314109963065585,2.4748820204057216,5.852622893577308,1.7952150562461675,Iris-virginica
+3,7.694814854429113,2.595700984254495,6.9,2.2957272875493375,Iris-virginica
+4,6.500513246670208,3.0,5.790626153143676,2.2133039361930766,Iris-virginica
+5,7.274017096984641,2.90667681362111,6.296709384314901,1.809557970179737,Iris-virginica
+6,4.99618185426939,3.383928651673261,1.8526680233815749,0.4181848321609191,Iris-setosa
+7,6.341752409475106,2.928128654293461,5.559210427569401,1.8054359671073348,Iris-virginica
+8,6.78991210716841,2.8066249024210133,4.836307068098858,1.4106296005515229,Iris-versicolor
+9,6.075140088063326,2.797582921135986,5.421618268640475,1.8294930707779886,Iris-virginica
+10,4.897840147175057,3.0769479840915603,1.505471230178207,0.10000009815082267,Iris-setosa
+11,6.004153589601749,3.3983843735126795,4.476567531163413,1.6001794566073675,Iris-versicolor
+12,4.824874607044284,3.0,1.4030203653671582,0.10000011693201755,Iris-setosa
+13,6.724090620585585,3.0,4.999636443849957,1.6891753678516956,Iris-versicolor
+14,7.72175568776087,2.609281092063439,6.9,2.310368071840222,Iris-virginica
+15,5.199048169832572,3.6751274352006167,1.4509888201297387,0.20033033410083817,Iris-setosa
+16,6.209939155207939,3.0,4.63073965676135,1.4303724890402005,Iris-versicolor
+17,5.765351367075976,2.689565581131365,5.097077187295243,1.900461648282623,Iris-virginica
+18,6.448250868210517,2.9175367189978574,4.339390673245433,1.318173654220418,Iris-versicolor
+19,5.840477531442158,2.745506231620501,5.11621592494627,1.8766620654463757,Iris-virginica
+20,5.78234935750984,2.7144697748729856,5.115720872387889,1.8967473137894613,Iris-virginica
+21,6.260875764408807,2.9092923806755513,5.581668800317269,1.796942547249922,Iris-virginica
+22,5.536742908629609,4.199999198656082,1.412885251242067,0.19980862042664788,Iris-setosa
+23,4.906121651997705,3.0,1.4023704830566528,0.19633264687304663,Iris-setosa
+24,7.653916917836409,2.828994830565424,6.670287324991487,1.9513003502009691,Iris-virginica
+25,7.282603950740266,2.9123889646631524,6.228517545367331,1.8062611506104682,Iris-virginica
+26,6.693957454146483,3.3170989411499137,5.675543276221635,2.499999593529159,Iris-virginica
+27,5.693320380618633,2.9384932616403074,4.160791428485389,1.2828605335240308,Iris-versicolor
+28,5.822676794264526,2.709747362236848,4.060058697176641,1.0040588978817553,Iris-versicolor
+29,6.695700204501266,3.3167333905621015,5.709108313205973,2.5,Iris-virginica
+30,5.418686396363599,3.0,4.4653961331322645,1.5297925107805725,Iris-versicolor
+31,7.668686918241068,2.615265229289566,6.899998871333067,2.286556455515915,Iris-virginica
+32,6.2971832125072815,2.526963468295431,4.979141904218164,1.8855192981185336,Iris-virginica
+33,4.606429314764531,3.6051121612591905,1.0,0.19841022245936962,Iris-setosa
+34,6.3680999993179,3.0,4.527585088721653,1.4042849639996127,Iris-versicolor
+35,5.499373531804852,2.4285153190315265,3.726092278103208,1.0073197995638017,Iris-versicolor
+36,6.755400831148791,3.12243739966506,5.363605315814053,2.244848858948629,Iris-virginica
+37,5.034729393508142,3.5478217950933275,1.3985542441613363,0.20118899139589583,Iris-setosa
+38,6.446736239437435,3.0,5.527550896780815,1.7993371309501534,Iris-virginica
+39,5.51405972172441,4.199999197111129,1.3982303691761884,0.19724895939449966,Iris-setosa
+40,5.68785124604584,2.7935454843525522,4.503287938859831,1.3042026224208023,Iris-versicolor
+41,7.6979597356471015,2.5841311439106818,6.9,2.3025703788794205,Iris-virginica
+42,5.287651695936146,3.8111919791251436,1.393530971574127,0.35142812538537854,Iris-setosa
+43,6.005594231751236,3.3125459505100414,4.663676499036561,1.7072497964268072,Iris-versicolor
+44,5.707166699350283,3.0,4.544265492245982,1.5335128379920544,Iris-versicolor
+45,5.415400838866425,3.412562706799902,1.7093165223935662,0.2007629367366175,Iris-setosa
+46,5.114615258502404,3.292888398147411,1.8333051341470084,0.44895599538133335,Iris-setosa
+47,5.219585532487545,3.4001011607614333,1.4039440907781175,0.19765416851821332,Iris-setosa
+48,4.734451636463964,3.3468930258541407,1.5353741944867298,0.2015115627670825,Iris-setosa
+49,5.730680441679644,2.8850065441453276,4.1660706698455,1.2847945657166318,Iris-versicolor
+50,6.72182302225748,3.321519596175825,5.657871434727509,2.5,Iris-virginica
+51,7.125204963917331,3.0,5.943490834583932,2.0555503003981506,Iris-virginica
+52,5.395663519038797,3.3842889432723475,1.5132512413357082,0.4346583335961677,Iris-setosa
+53,5.513506663414967,3.0,4.479069287388725,1.4904652871647148,Iris-versicolor
+54,5.013873199149891,2.0,3.587691397987823,0.9835508031192399,Iris-versicolor
+55,6.7104694158094045,2.5037971519420803,5.804319250304162,1.7966511584912206,Iris-virginica
+56,4.500236077971395,2.3246531899074285,1.2952174552209326,0.32147510816225094,Iris-setosa
+57,5.939543978740799,3.0,4.543126708210676,1.3906810706198975,Iris-versicolor
+58,5.543947014953243,2.621370603226768,4.417333210681797,1.2320139133937427,Iris-versicolor
+59,4.786137040165812,3.3852427501896254,2.0238117887053804,0.1982859133356792,Iris-setosa
+60,6.364226716086827,2.8763972383573715,4.3035619608805815,1.2808543879906695,Iris-versicolor
+61,7.9,3.848588322298812,6.446111348085128,2.025960605480294,Iris-virginica
+62,6.262530216516115,3.3374835614126193,4.688097574663315,1.6049430286689572,Iris-versicolor
+63,5.08767661477253,3.49279588709757,1.3930222684309375,0.19857226988489018,Iris-setosa
+64,7.145951482929585,3.0,5.978094108987605,2.098944131676819,Iris-virginica
+65,7.730553533819754,2.5538193943516148,6.9,2.313810973179779,Iris-virginica
+66,5.273341798397563,2.382553767035299,3.5846401341995326,0.921260194432888,Iris-versicolor
+67,5.086969417001929,3.4822317976204276,1.3971045141009313,0.1999620967830947,Iris-setosa
+68,6.682479694128324,3.0,4.99509960571869,1.7255726220467436,Iris-versicolor
+69,5.890139261536045,2.9279118276871565,4.514477049784833,1.4829484553169128,Iris-versicolor
+70,6.909331408368949,3.1099561422478867,5.081277415615872,2.3019534399668773,Iris-virginica
+71,6.312114916325526,2.4546044311053143,4.99673764272645,1.9063686996908926,Iris-virginica
+72,5.483830714369786,4.2,1.4093426521033376,0.19865867191172254,Iris-setosa
+73,7.646878764635195,3.0,6.6384638996200245,2.096778345540152,Iris-virginica
+74,7.711819173531057,2.804526772180764,6.680792045206692,1.9934597960233287,Iris-virginica
+75,5.0011487463191875,2.4038229470358363,3.4582518567183502,1.011262929779057,Iris-versicolor
+76,5.687649102923825,3.0,4.212672024806083,1.2386248574501322,Iris-versicolor
+77,7.293583260146047,2.8960140326130213,6.261670184587113,1.7927877387702547,Iris-virginica
+78,5.594436324664028,3.0,4.1003270755271615,1.2914253083046783,Iris-versicolor
+79,5.707764339397535,2.888363754481288,4.2036121560467965,1.2915671586820274,Iris-versicolor
+80,6.198137863709694,2.1940311464387108,4.493609118159036,1.488987931101349,Iris-versicolor
+81,6.254668735512369,3.3168269370130203,4.6769779611887214,1.6182508870845975,Iris-versicolor
+82,5.005037898465456,3.0,1.73409315536182,0.20175446310379316,Iris-setosa
+83,5.368786549733027,2.394405399588483,3.584835459751,0.9373015029565273,Iris-versicolor
+84,5.974386723863976,2.935907825574067,4.545653706448862,1.4570612505383498,Iris-versicolor
+85,4.607004091913322,3.5808771829655166,1.0000004149296637,0.20125577734205952,Iris-setosa
+86,5.1312897217646,3.3543467024340345,1.6310459643824062,0.462252765089157,Iris-setosa
+87,5.487254805173251,3.0,4.516195286553576,1.5002220262378427,Iris-versicolor
+88,6.0427558006932145,3.0,4.57349881889334,1.465801157219116,Iris-versicolor
+89,5.676179477576769,2.538295355638368,3.9731982832059494,1.0576238984971134,Iris-versicolor
+90,6.706803870909797,3.315470557589288,5.723501337124932,2.5,Iris-virginica
+91,5.001757262690085,3.416199216526436,1.5801490540810958,0.4501824046313009,Iris-setosa
+92,5.518654001040643,3.0,4.518984672285326,1.4800034883879636,Iris-versicolor
+93,5.657519221871224,2.693299850787294,4.433064332182717,1.248542947630647,Iris-versicolor
+94,6.835683632093269,3.210667904010504,5.82028565122077,2.3032665948118787,Iris-virginica
+95,6.684066411503748,3.1132284818370546,4.667625353277969,1.4899961025569917,Iris-versicolor
+96,5.780043256180773,2.711425921304348,5.107530751695387,1.8975300874323244,Iris-virginica
+97,4.8927804690610435,3.0,1.4018235079411099,0.2021985392459782,Iris-setosa
+98,5.988977298826693,2.2029512242843285,3.980197720361213,1.0002028999287322,Iris-versicolor
+99,4.866798989477004,3.0482400226860715,1.4784151389120501,0.10000009203994466,Iris-setosa
+100,5.072001955343091,3.5536522333018805,1.388117176299673,0.20002090449015542,Iris-setosa
+101,6.19260578969668,2.198099577081461,4.50133862389427,1.5060612271538725,Iris-versicolor
+102,5.319662587974824,3.74831045244431,1.5151935964850922,0.20306480571845675,Iris-setosa
+103,5.564402711716799,2.43610141075389,3.784517648609065,1.002389740171781,Iris-versicolor
+104,5.550642645578929,4.2,1.4029661908496291,0.2054643396039711,Iris-setosa
+105,5.9674412640761965,3.4076553699092638,4.44233441780293,1.6018197147151578,Iris-versicolor
+106,5.086971204813001,3.6905403866942392,1.5045893158978083,0.3923772180929249,Iris-setosa
+107,7.614641818831445,3.0,6.621668532521701,2.090417817292334,Iris-virginica
+108,7.294345866664157,2.891765140360784,6.300025945551807,1.7996659481982669,Iris-virginica
+109,6.184160448976427,2.2088824062716137,4.468419295610915,1.4529242711015073,Iris-versicolor
+110,4.400000725517637,3.205491586142981,1.2850416997996625,0.20261871418271665,Iris-setosa
+111,5.312492357197623,3.3851781438903172,1.5764778386300466,0.19947530492377955,Iris-setosa
+112,7.332616257308815,2.9864490717162298,6.261424563760419,2.024012836561322,Iris-virginica
+113,6.066414040134736,2.214982697786433,4.079308395602768,1.0564671237680021,Iris-versicolor
+114,5.025016297990449,3.5953692946624054,1.4016149270760034,0.20097342376062408,Iris-setosa
+115,7.9,3.771542173661728,6.406745489475091,2.0011973320827487,Iris-virginica
+116,5.943723785252431,2.9255551035822256,4.514168948413721,1.5011617467103346,Iris-versicolor
+117,7.660601488201608,2.808808969109689,6.657551429520108,1.969311316727509,Iris-virginica
+118,4.599728774225662,3.1961952074929925,1.4013601779838378,0.20046320916241803,Iris-setosa
+119,4.793140326593934,3.0,1.3975231265488188,0.2958790949486464,Iris-setosa

iris/tab_ddpm/6_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/tab_ddpm/6_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/tab_ddpm/6_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/tab_ddpm/6_4/2/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.301622635406287,2.7145208839213018,4.886529780911996,1.8069867432154312,Iris-virginica
+1,4.595508832181204,3.6493969237926445,1.0,0.20214420238945133,Iris-setosa
+2,6.543091308900139,3.0,5.514447695290164,1.8068322007034952,Iris-virginica
+3,6.870266891328611,2.7950455896426223,4.7943201471125985,1.3951580408503903,Iris-versicolor
+4,6.188839674387485,3.3886409480506154,5.44753616519422,2.2896004361398044,Iris-virginica
+5,6.5870090049041865,3.186817444881543,4.726476555600729,1.548557811389549,Iris-versicolor
+6,4.989313585057571,3.0,1.575102774895337,0.19959076195588416,Iris-setosa
+7,4.796543072502778,3.3816112783637413,1.5683849377209658,0.19944120904168636,Iris-setosa
+8,5.502558371532203,3.0,4.469850329432053,1.4774727505670116,Iris-versicolor
+9,5.621420488776254,3.0,4.527116758836475,1.5477583558852581,Iris-versicolor
+10,5.5454234165034055,4.199998880903399,1.410167885557775,0.20519209108376543,Iris-setosa
+11,5.824206550281699,2.7329508857944376,4.203279146017934,0.9642267890249603,Iris-versicolor
+12,5.677540536331304,3.0,4.051421240426602,1.2695013172578544,Iris-versicolor
+13,6.384554020081837,2.9489631658188253,5.537738088217647,1.7966297332873726,Iris-virginica
+14,5.792844387894759,2.6966872535277915,5.0972978374065905,1.9159551495708114,Iris-virginica
+15,5.714307301731135,2.882959760197475,4.206383807027825,1.2980880511733983,Iris-versicolor
+16,6.290266580503828,2.6712162598486993,4.9106436593971035,1.8021491540116055,Iris-virginica
+17,5.260824095923774,3.615478586745681,1.4711447062581193,0.2008712566287142,Iris-setosa
+18,7.721102805672274,2.613117592737801,6.9,2.302659117003418,Iris-virginica
+19,5.014565020627666,3.389103627048044,1.6565011189168213,0.4454756709267569,Iris-setosa
+20,7.739897702221948,2.6048087867501635,6.9,2.2999901434556316,Iris-virginica
+21,5.795883882086848,2.7096688584474276,5.094022835610384,1.9126595065118315,Iris-virginica
+22,5.817024575177914,2.692229953152333,5.093411666050865,1.9104097061040772,Iris-virginica
+23,6.205145295204731,3.3799466559523803,5.401745336886108,2.310020125770086,Iris-virginica
+24,4.9945671223774974,2.0000005853257936,3.468319442736349,0.9996788312586715,Iris-versicolor
+25,4.9872654108291,3.4402267811023104,1.5810935440734168,0.335030989790485,Iris-setosa
+26,7.705507057020627,2.799702785646983,6.698940473895508,2.024255112443287,Iris-virginica
+27,4.804572335714159,3.3965346003726546,2.114066280974994,0.20196624321782713,Iris-setosa
+28,5.059953092768121,3.5801470003395535,1.501160680111858,0.29412538221536594,Iris-setosa
+29,5.512490249187152,3.0,4.496519362854646,1.492140670787141,Iris-versicolor
+30,4.40000049562858,3.2100229552371435,1.2970789865913055,0.18936735933004442,Iris-setosa
+31,4.594727375861311,3.2024730757695625,1.3819037518716972,0.20060105839751702,Iris-setosa
+32,6.015766088295325,2.203530724790529,4.02945393221765,0.9551346493822594,Iris-versicolor
+33,4.8915539355861615,2.42917958730544,3.325843574940407,1.0121154273139972,Iris-versicolor
+34,7.709952439776877,2.595951585987043,6.9,2.293097236138988,Iris-virginica
+35,5.669793063654298,3.0,4.0966966788543955,1.2843732900649825,Iris-versicolor
+36,4.913174955533171,2.390727830127947,3.3495022867077617,1.0052409486515068,Iris-versicolor
+37,7.9,3.8092528741542013,6.391331102235224,2.0091773023825255,Iris-virginica
+38,6.704773590643376,3.1049242255393827,4.699983223678065,1.4838680821268915,Iris-versicolor
+39,5.099794989059316,3.3080864811977286,1.6194280121770068,0.44863254223722426,Iris-setosa
+40,5.516672098594368,3.0,4.489611047713012,1.4926827289540041,Iris-versicolor
+41,5.502441910169803,4.2,1.4066842026111417,0.19637025978284883,Iris-setosa
+42,7.551566115037166,3.0,6.5441789849454794,2.0763677171546,Iris-virginica
+43,6.318342109644475,3.2927744236541234,4.705715271143754,1.5822531025575297,Iris-versicolor
+44,5.651677600982862,2.8876168449896644,3.8359936317020282,1.300256591595065,Iris-versicolor
+45,4.908580899118296,2.4100371316317966,3.4044450845255216,1.0264583513712093,Iris-versicolor
+46,4.985854222596323,2.0,3.577405957825599,1.003663519708652,Iris-versicolor
+47,6.154949635531564,3.31448531945171,4.67662280185039,1.70384293799911,Iris-versicolor
+48,6.215661723084132,3.3969658072347473,5.454041133608843,2.2979744548156504,Iris-virginica
+49,4.797983120225268,3.0,1.4078403469448526,0.30327939246324104,Iris-setosa
+50,5.748988266365563,2.8113251794334135,4.308215642077745,1.2922963559448668,Iris-versicolor
+51,5.400676040125134,3.910824098419645,1.2883363176942608,0.3265628660276531,Iris-setosa
+52,4.790425234329868,3.410142731178894,1.7261500803896614,0.20216789683994157,Iris-setosa
+53,5.790613833802876,2.8342101512124054,4.516426044928062,1.3394389590911033,Iris-versicolor
+54,5.009327043333355,3.0,1.5708257190067707,0.19758059530991776,Iris-setosa
+55,6.5143228934535164,3.0,5.83960285587275,2.208369876202216,Iris-virginica
+56,4.400000715148746,3.186321046310449,1.2934527183743731,0.19560414981867608,Iris-setosa
+57,5.729867182203816,2.866060585267991,4.201667119463335,1.2432040416946193,Iris-versicolor
+58,5.586970195253081,2.9712494790769766,3.7822710720101616,1.3130832185155878,Iris-versicolor
+59,6.8234036222478744,3.2211882322382763,5.909463595562405,2.3046089974011106,Iris-virginica
+60,6.579890644808435,3.0,5.813198784858955,2.201140925001077,Iris-virginica
+61,5.70743711430643,3.0,4.542084592537246,1.5348144982531229,Iris-versicolor
+62,6.364764087240688,3.274259975258991,4.725115091739772,1.5783788311612814,Iris-versicolor
+63,6.712848385147317,3.0,5.002623092096767,1.6992915787660587,Iris-versicolor
+64,5.11808226097356,3.506364063421196,1.4149042752559748,0.20383675855893418,Iris-setosa
+65,4.4,3.2262464013339316,1.2994014406758336,0.20106003695868793,Iris-setosa
+66,5.513252527417865,3.0,4.500308135571536,1.4815569065397691,Iris-versicolor
+67,5.549674438357298,3.0,4.508341667670496,1.5099940386173858,Iris-versicolor
+68,5.920864932966592,3.204618477018531,4.812635979440523,1.778997880768667,Iris-versicolor
+69,6.835877550933404,3.1469793924451768,5.3291421694548475,2.311911610635113,Iris-virginica
+70,5.395692364592281,3.4027581886733422,1.492516620146842,0.29992040965409117,Iris-setosa
+71,5.9938058427341465,3.385693065007153,4.492127901324931,1.6132566530515673,Iris-versicolor
+72,5.816615200365434,2.7971334550495333,5.118445324488739,2.398780361874844,Iris-virginica
+73,5.541901189432081,2.43352994915134,3.7579302525132534,1.052655464904228,Iris-versicolor
+74,6.545768603702971,3.143411339040679,5.163759202656266,1.9828588832062117,Iris-virginica
+75,5.782967201205012,2.6802181634339357,5.1243366353179205,1.9011563237823497,Iris-virginica
+76,5.491206560822228,2.5365378035856887,4.208793641829217,1.1301934473314508,Iris-versicolor
+77,5.640777668356271,2.870520709515495,3.673922802214704,1.2972451624875119,Iris-versicolor
+78,4.817223887257191,3.0,1.3784505439717982,0.28621040259716835,Iris-setosa
+79,5.812198490643238,2.7097920125494785,5.095444287206393,1.893686517778709,Iris-virginica
+80,5.002142535255525,2.0000007512032547,3.4763871790741057,0.9809337525823083,Iris-versicolor
+81,6.68305257679621,3.0,4.99702306396692,1.6991658662590903,Iris-versicolor
+82,4.791881643120307,3.0,1.3992105290246388,0.3053749702751839,Iris-setosa
+83,4.993786584711246,2.0,3.4637101959862098,1.028545871030411,Iris-versicolor
+84,4.596881545914567,3.1880790882688728,1.3736995151587394,0.20232009652848906,Iris-setosa
+85,6.491233505073572,3.1340849556948998,5.159498330401038,1.9898107891611485,Iris-virginica
+86,5.530389738550245,3.0,4.286956861333832,1.3695927631062896,Iris-versicolor
+87,5.637120888565464,2.909807348409158,3.836506783378187,1.3124759131038757,Iris-versicolor
+88,6.85131813528012,2.7974328871939944,4.791003697928499,1.3960739886750788,Iris-versicolor
+89,6.694901792290889,3.2798723599687625,5.656003096898102,2.097161561159329,Iris-virginica
+90,5.593465081833275,2.5608236234880484,3.8877093476253832,1.115034862971378,Iris-versicolor
+91,4.911539088696675,2.395238306135476,3.441908159509371,1.0064906800766302,Iris-versicolor
+92,5.210501111684622,3.398498316892917,1.3923519840737806,0.20095593872836695,Iris-setosa
+93,5.588126807280922,2.710244512471545,4.454073161411001,1.2500899739689844,Iris-versicolor
+94,6.83135222598839,2.809540633099914,4.773179749265041,1.3968070039180025,Iris-versicolor
+95,6.705146268413512,3.0,4.973350656466234,1.6929059413988508,Iris-versicolor
+96,6.676042275463372,3.0,4.965750518571511,1.6967897874153048,Iris-versicolor
+97,6.278665719532706,2.5108363633130715,5.018559506440465,1.88586897963965,Iris-virginica
+98,4.600879062551294,3.6059064138675443,1.0000003922302763,0.18903832513870839,Iris-setosa
+99,5.604523689554129,2.4687362055606803,3.9063741255417086,1.085865273172307,Iris-versicolor
+100,5.821138343745396,2.918912202733307,4.403125765004307,1.3687682414955635,Iris-versicolor
+101,5.593447124476063,2.5141335476497892,4.0071856164269715,1.1116920817485156,Iris-versicolor
+102,5.440222864921148,3.0,4.491719474051479,1.4973026293625054,Iris-versicolor
+103,6.682020064392665,3.061523340466959,4.605218694100024,1.4675484250445945,Iris-versicolor
+104,6.0454271248819005,2.8282538148834755,4.289151194891793,1.182921839889471,Iris-versicolor
+105,5.787736548885619,2.818483202786183,5.111109173481011,2.3987706375157427,Iris-virginica
+106,4.400000450675495,3.2257195299035732,1.3021901554392876,0.19515469367088517,Iris-setosa
+107,5.075065085103968,3.6895442934353944,1.490496173816612,0.3616614216168596,Iris-setosa
+108,4.992711229805517,2.0,3.3540954851025093,1.0433071070422744,Iris-versicolor
+109,5.412797444118427,3.4025641494291254,1.5075301520393483,0.43592531866162754,Iris-setosa
+110,5.704964407117406,3.799957478203038,1.6320857743183228,0.3214253724181771,Iris-setosa
+111,6.7138405750809085,3.313092676247072,5.754421827712685,2.5,Iris-virginica
+112,6.03928650146054,2.9238058734705215,4.516888683277879,1.4987803381353448,Iris-versicolor
+113,4.801896115202074,3.397715620651319,1.9904696882476522,0.20280533688659128,Iris-setosa
+114,4.774601145167417,3.0,1.4020215948064032,0.3357487842541179,Iris-setosa
+115,4.4,3.1758177127482505,1.2963393133085739,0.20084801384335332,Iris-setosa
+116,5.206724835736622,3.404828122701446,1.402397897390469,0.20247935273225498,Iris-setosa
+117,6.706096975882472,2.5170862292438194,5.7725115882413185,1.7891147023512493,Iris-virginica
+118,6.280396871574685,2.900426796496252,5.561838453454825,1.8027274209918085,Iris-virginica
+119,5.2694192486435325,3.6422165708686483,1.4811402031052299,0.20172625302646077,Iris-setosa

iris/tab_ddpm/6_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