a

iris/tab_ddpm/4_4/0/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.718010796794496,3.351084936445136,5.673148796137307,2.5,Iris-virginica
+1,5.792934059684296,2.686741054492785,5.117022666232023,1.8815333071904343,Iris-virginica
+2,6.242661263357271,2.2391430698212953,4.439464311626127,1.438295077280771,Iris-versicolor
+3,6.540506479879305,3.0,5.803256734024503,2.204332198548956,Iris-virginica
+4,5.450215693283963,3.0,4.508151189375242,1.4847593989261725,Iris-versicolor
+5,5.792299821642871,2.7082738456379647,5.082180110668124,1.8859485120369872,Iris-virginica
+6,5.157061985399218,3.529939702950683,1.4307740574090126,0.2009016609421752,Iris-setosa
+7,6.005473681408137,2.2151855089523833,3.9979038397736626,1.0178949576947092,Iris-versicolor
+8,6.9521818900399515,2.809837991240035,4.818840989037587,1.4152687097058145,Iris-versicolor
+9,5.065706859618723,3.4902761218174074,1.3815446918885317,0.19568735196794768,Iris-setosa
+10,5.398836370683007,3.0,4.475267192202718,1.5090080714880378,Iris-versicolor
+11,5.332064095562602,3.7361808693356853,1.5039220222335805,0.19896191334401236,Iris-setosa
+12,5.652688493040137,2.679396154765778,4.467664215732784,1.2521917984058026,Iris-versicolor
+13,5.646815766673636,2.9117007458334534,3.9987102895961035,1.2964604444319163,Iris-versicolor
+14,5.554333336806082,2.3945451062333145,3.681721594406984,1.0064257464143171,Iris-versicolor
+15,6.551492913175435,3.0,4.385948191226211,1.39215680240044,Iris-versicolor
+16,5.599894815788767,2.7231576589706363,4.461284980205163,1.2724899428340886,Iris-versicolor
+17,5.522431584924152,4.19999931125709,1.4201944736955407,0.201653717288079,Iris-setosa
+18,4.961326375398415,2.4017657383983457,3.542375298901942,1.0096892129357764,Iris-versicolor
+19,7.653441456520879,2.8052958570044946,6.655964531566779,1.9881679811742166,Iris-virginica
+20,5.294408804153621,3.3709744357439244,1.500715230261604,0.39628868201891876,Iris-setosa
+21,5.6807069872497316,2.778272707666671,4.477131102733316,1.283178999690799,Iris-versicolor
+22,4.961871728369518,3.4230117391001995,1.5614692675435649,0.3037052583007882,Iris-setosa
+23,5.8941439660064034,2.2014299404653443,3.9762823287722227,1.004712507743318,Iris-versicolor
+24,5.0322311309359264,3.0,1.817024934687712,0.19755993471314284,Iris-setosa
+25,5.666402578660239,3.0,4.560207182823693,1.539483443889526,Iris-versicolor
+26,5.882486726037168,3.1799720521387562,4.751076568840961,1.7439177256432796,Iris-versicolor
+27,5.670259444121829,2.956457218469347,4.043016406527304,1.2898490272994194,Iris-versicolor
+28,6.1319932998729865,3.38929251850657,5.308447525233071,2.316384447601646,Iris-virginica
+29,5.148073185764513,3.3001647550201207,1.6051480926838766,0.47306303166124225,Iris-setosa
+30,7.166977563758745,2.8774327912583937,6.222636692773299,1.8047746448044977,Iris-virginica
+31,5.976768137751545,2.7830835789365724,4.633665476498396,1.2031395416403625,Iris-versicolor
+32,4.780357450837055,3.0,1.3833320611202606,0.3754800110045597,Iris-setosa
+33,5.366830291002253,3.393836446283069,1.5246952702742909,0.3099902960513068,Iris-setosa
+34,5.0202951434150345,2.00000047331973,3.631026384542295,0.842499679890871,Iris-versicolor
+35,7.899998989465956,3.812758642532141,6.3762003627695,1.9822741754294195,Iris-virginica
+36,6.841074672224608,2.799872773250067,4.807250383470932,1.401621824540101,Iris-versicolor
+37,5.033600564797515,2.0,3.685849537684671,1.0153476533530825,Iris-versicolor
+38,6.499260754474553,3.1925850902938158,5.0751626872341635,1.9923058399765898,Iris-virginica
+39,5.986317504526068,3.405677459066097,4.461821777642534,1.607012357342665,Iris-versicolor
+40,4.829745287560053,3.41417662219983,1.5958637117582224,0.20389258518877681,Iris-setosa
+41,5.088709096038728,3.303758476545944,1.6186582017739084,0.4425714173873101,Iris-setosa
+42,6.920202571087549,3.074311482528677,5.098669356835453,2.295833580912017,Iris-virginica
+43,5.027282863886293,2.000001445875838,3.4484014554964095,0.9293232723290616,Iris-versicolor
+44,6.3196649216333,3.2663554191283413,4.705615921193693,1.5932493981565115,Iris-versicolor
+45,5.764689370841303,2.7846028613246276,4.294419722133696,1.1825426850759968,Iris-versicolor
+46,6.288702645733755,2.696707002210202,4.910958558073519,1.7904046004010021,Iris-virginica
+47,4.49017862927827,2.310846540753812,1.285917323647531,0.29740597360005855,Iris-setosa
+48,6.3060662086985575,3.0,5.234245446090634,1.8071535368216187,Iris-virginica
+49,6.668847252528147,3.2979648502062537,5.610489052877007,2.0736774584410504,Iris-virginica
+50,7.695530420399919,2.781738863147183,6.712583491301284,1.9884738209678434,Iris-virginica
+51,5.47242063540927,4.199999035332032,1.3979676045308702,0.2027860121164041,Iris-setosa
+52,4.821385034639069,3.0,1.4025804974818545,0.2910566911659323,Iris-setosa
+53,6.494270100227965,3.0,5.776388600882553,2.186443256568127,Iris-virginica
+54,7.61022294316382,3.0,6.5986046052241525,2.091898297394638,Iris-virginica
+55,5.484883256984645,3.0,4.526898112084435,1.473976877934256,Iris-versicolor
+56,4.9799672624950695,2.0,3.5166628155243584,0.964470370346759,Iris-versicolor
+57,7.244548614052637,3.0,6.05898468362127,2.097429312433833,Iris-virginica
+58,5.226966368308708,3.7959035566774926,1.420737369936857,0.4345200608091824,Iris-setosa
+59,5.700613873746679,2.9913418182745453,4.504385838777871,1.4493224962225917,Iris-versicolor
+60,4.936515230629351,2.376344594650067,3.270751536334062,1.0277278862842056,Iris-versicolor
+61,4.842273559092648,3.4102773742550565,1.6637088315017956,0.20052330853348405,Iris-setosa
+62,5.056717716709331,3.3637257048054536,1.5997124117185655,0.42339694684840445,Iris-setosa
+63,6.226632892229191,3.3941251871581297,5.372342783814429,2.3018294712207212,Iris-virginica
+64,5.858928839177321,2.8151867925758114,4.425352393011391,1.3636350891116413,Iris-versicolor
+65,4.794766904800001,3.3967350060845316,1.5871767694236036,0.19832693854188876,Iris-setosa
+66,5.522104422423486,2.4039219726952554,3.771862916578696,1.012684740823753,Iris-versicolor
+67,6.226207378011602,3.392252314517669,5.381699257839728,2.2944265682312386,Iris-virginica
+68,4.979616930075644,3.0,1.5510323903808447,0.20342682514573987,Iris-setosa
+69,6.303437141080264,2.4673870703153042,5.006142922920533,1.8944911649085947,Iris-virginica
+70,6.207245167096197,3.392124905830756,5.441329511912424,2.297614070070154,Iris-virginica
+71,6.746680963033227,3.2395135124753596,5.777023918973297,2.2058172713351945,Iris-virginica
+72,5.863840308223448,3.2058729196343982,4.821695716357861,1.8239431163529816,Iris-versicolor
+73,6.734900385341738,3.280256395193363,5.6805312649397335,2.4999994705715203,Iris-virginica
+74,4.58928742205176,3.5576090735284267,1.0000006063715288,0.19764796898340944,Iris-setosa
+75,4.995390626390506,3.369849652245539,1.5729858281371387,0.41527974160897163,Iris-setosa
+76,5.104534530317779,3.519064999029823,1.3840018420006412,0.19762534316846608,Iris-setosa
+77,4.49031719588972,2.286073394559668,1.2891516589435759,0.29969141190489723,Iris-setosa
+78,5.960519217139176,2.1828869950706067,4.012700346757667,0.8622099897740017,Iris-versicolor
+79,5.000946954081655,3.0,1.592654334100515,0.20300275271284965,Iris-setosa
+80,4.4964711774322055,2.2718427189893378,1.3279272904853012,0.30476343884391516,Iris-setosa
+81,5.88054815179523,3.237131210152269,4.803899706231421,1.8058689726986563,Iris-versicolor
+82,5.000948309371031,2.0,3.5764256548543156,1.0093261108603915,Iris-versicolor
+83,5.29203425728637,3.405805160614996,1.4698413161514772,0.21044697653805805,Iris-setosa
+84,5.995492272240751,3.185845890062569,4.780353242037295,1.7601852393323547,Iris-versicolor
+85,5.693785395571896,3.0,4.20027269620209,1.2104997421417893,Iris-versicolor
+86,5.501399684211899,2.394709153429374,3.733538275873437,1.030134877355667,Iris-versicolor
+87,6.71125731146117,3.0,5.01309976883184,1.703634004943981,Iris-versicolor
+88,6.721884459734586,3.0885627247958176,4.764066735490795,1.5292326601712698,Iris-versicolor
+89,5.4618861860039,3.4555276742813286,1.6634170854382744,0.20263904530885168,Iris-setosa
+90,6.202690199611243,3.324965446661382,4.6305260631025105,1.5837888035577117,Iris-versicolor
+91,6.203279262156209,3.372816387228977,5.437322709361014,2.3005901129388997,Iris-virginica
+92,6.6977190257701364,3.3267515700492716,5.709279192406114,2.5,Iris-virginica
+93,5.251562221269992,3.3201151347207034,1.6265859523607804,0.212154921180209,Iris-setosa
+94,6.508515525167385,3.0,5.491120420810735,1.8172147500736804,Iris-virginica
+95,4.400000627293375,3.2151246357381273,1.2951055909795233,0.20127850639806547,Iris-setosa
+96,4.855418543315551,3.0,1.4599191158003275,0.1,Iris-setosa
+97,4.885175130091287,3.0538852551741202,1.467568274364138,0.1,Iris-setosa
+98,5.762007739606898,2.8786857197937215,4.277084477250888,1.3045865445139955,Iris-versicolor
+99,6.049270823840982,2.9093988550907413,4.520392865608035,1.4785549382072094,Iris-versicolor
+100,5.096724892193455,3.7449550127647235,1.4930845178859453,0.4410089005576982,Iris-setosa
+101,5.821088709628885,2.6983350676879114,5.099546272122293,1.883362911697755,Iris-virginica
+102,5.610294920741074,3.0,4.199800893187686,1.3401232284978757,Iris-versicolor
+103,4.9473081259154,2.4257438062026178,3.4617359987004184,1.0279660221218607,Iris-versicolor
+104,6.565492860061818,3.0,4.4074095183633455,1.4091087652865881,Iris-versicolor
+105,7.691148027382074,2.788921176370726,6.6867360487385135,1.9945533933462105,Iris-virginica
+106,5.923964425054872,3.2156828111245708,4.7804135174492295,1.7755146319933,Iris-versicolor
+107,7.35895224517703,3.0,6.2394030589216865,2.083428856862871,Iris-virginica
+108,7.6735845184125715,2.564852018853846,6.9,2.2838478224042436,Iris-virginica
+109,4.4000008047321835,3.1765923410937917,1.3281652234602452,0.20212352580794163,Iris-setosa
+110,7.899998581403198,3.7735102399151392,6.386364934328363,1.9969559065136755,Iris-virginica
+111,6.115781788571582,2.8099823915376354,4.718201460428327,1.1973477107227612,Iris-versicolor
+112,6.639394889885951,3.1186134696963683,4.770118570895416,1.554581245295171,Iris-versicolor
+113,4.913462241579335,3.1255307992648422,1.5181995741486214,0.1,Iris-setosa
+114,6.696427640535239,3.0918463055825662,4.710327928282904,1.500501652259174,Iris-versicolor
+115,4.823045140862508,3.3684425335370527,1.8652746622922076,0.1991093819332136,Iris-setosa
+116,5.6234486227385485,3.0,4.282677831523717,1.363702270592042,Iris-versicolor
+117,6.711705220044957,3.0,4.972420854227077,1.7039844626019105,Iris-versicolor
+118,6.4632299623342515,3.0,5.803056124697201,2.1617948775829747,Iris-virginica
+119,5.008549175693734,3.63606933006363,1.3576613715270822,0.2022804419689393,Iris-setosa

iris/tab_ddpm/4_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/4_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/4_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/4_4/1/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.198200621105983,3.393693335605404,1.4037861644017555,0.2016994141605098,Iris-setosa
+1,4.814525982071527,3.0,1.405460390785247,0.2982669790751076,Iris-setosa
+2,4.85952717596197,3.043145713390243,1.4690390769368478,0.10000011187089178,Iris-setosa
+3,5.497266670697787,4.199999046175593,1.3955179303387468,0.199492272534387,Iris-setosa
+4,5.678381950716795,2.8809302124306,4.039873540959824,1.2998978676813195,Iris-versicolor
+5,4.892913681816933,3.0,1.3696191999459617,0.20305364325662809,Iris-setosa
+6,5.591005706289555,2.66807941481187,4.448940714346328,1.2720793487144364,Iris-versicolor
+7,5.802953166888467,2.7113279484074435,5.118724366185229,1.8981107841983773,Iris-virginica
+8,6.068593569422167,3.402806574767259,4.523916209860372,1.599248313411152,Iris-versicolor
+9,4.828537207152209,2.428176270101858,3.1445083157300324,0.9174972972323396,Iris-versicolor
+10,6.642953783008193,3.07783788417955,4.6724937107326765,1.4720649827776573,Iris-versicolor
+11,5.5758205006461665,2.9613298250894062,3.6675201151293804,1.2965244757706642,Iris-versicolor
+12,7.3357479903202245,2.8894372176718255,6.323315621549858,1.8075016524673642,Iris-virginica
+13,6.6924340916147065,3.0,5.006096558255837,1.7128050033994797,Iris-versicolor
+14,4.895170370665626,3.0,1.3861973392179245,0.20237606189219765,Iris-setosa
+15,4.400000567795929,3.173018147878891,1.285541917010794,0.18930989254761532,Iris-setosa
+16,5.008060174662554,2.0,3.420207942869838,1.012870325220387,Iris-versicolor
+17,5.467651686189014,3.398961174635106,1.8932289693448514,0.20240947693635977,Iris-setosa
+18,6.192775101125572,2.801274892257648,4.711280511999714,1.2458370025538394,Iris-versicolor
+19,6.434275245133831,3.168531331144158,5.130319497037919,1.9731669854014773,Iris-virginica
+20,7.9,3.8328512198815954,6.399732127545685,1.9857726335541341,Iris-virginica
+21,6.730187974152172,3.273067215406437,5.6859606800146745,2.5,Iris-virginica
+22,7.7064930453637945,2.592660366050249,6.8999986876478125,2.314630164819747,Iris-virginica
+23,6.600856985831628,3.0,5.629277423851352,1.8065680496155558,Iris-virginica
+24,6.514747995527742,3.0,5.791512453624145,2.200735638184105,Iris-virginica
+25,4.912160477072373,3.0,1.4199884684181707,0.20171659303684833,Iris-setosa
+26,5.087769499206404,3.5002152648532556,1.3964546566361429,0.2043985827343774,Iris-setosa
+27,7.276160877238276,3.024039120612334,6.1953047317444385,2.1665455630764097,Iris-virginica
+28,7.8999988628312146,3.817090126425847,6.442890286463302,1.9981546963175318,Iris-virginica
+29,5.870716952010978,3.1397744591911607,4.754587979452054,1.7927854319429906,Iris-versicolor
+30,6.1115848694740675,2.8350923788337807,4.651075148308316,1.22484719281156,Iris-versicolor
+31,5.764050267473389,2.771631099189081,4.278575484525354,1.1655347101889753,Iris-versicolor
+32,6.715666599950725,2.51563930211819,5.735132558099495,1.8006772267680433,Iris-virginica
+33,7.5837903680119085,3.0,6.593725542320745,2.0808735411287937,Iris-virginica
+34,6.726758764079417,3.301386432850006,5.755687882163274,2.1187745884643645,Iris-virginica
+35,5.379722805516106,3.8564260471172247,1.3403805126905017,0.35349018782899255,Iris-setosa
+36,6.117867112505302,2.9404071225592983,5.035754511216325,1.7916608088118728,Iris-virginica
+37,5.385197670194131,3.8997873592146663,1.285387358995619,0.4840408711019628,Iris-setosa
+38,6.105692492465251,3.359509640233533,4.5954431627966565,1.604282429915752,Iris-versicolor
+39,4.574047873114181,3.636030079176821,1.0,0.19231064915567075,Iris-setosa
+40,5.123155236027155,3.491378195550877,1.3759832021628637,0.1954212804168998,Iris-setosa
+41,4.781886136564222,3.0,1.4028697469449323,0.10000011830202216,Iris-setosa
+42,5.969758872856443,2.8713788825727513,4.50181942904023,1.430155406764519,Iris-versicolor
+43,6.779197054098476,2.7809230577440465,4.786297110937321,1.398713174966772,Iris-versicolor
+44,5.816165673509931,2.7153931786547103,4.071009506847113,0.9764179486402467,Iris-versicolor
+45,5.707613097122745,3.79543594247248,1.8579407522257663,0.2998392850894035,Iris-setosa
+46,6.2465239626425095,3.3852393545538995,5.406208614633271,2.3032984566587587,Iris-virginica
+47,6.218107046982906,2.183103052500551,4.464471003193305,1.4874623635609627,Iris-versicolor
+48,4.9839125654951415,2.0000007830380993,3.473958421669585,0.9643584750564023,Iris-versicolor
+49,5.188589997310249,3.4034393009832677,1.3874614891341666,0.19751043618496109,Iris-setosa
+50,5.888568735545997,3.1984394725081873,4.819036396863189,1.8051884004021874,Iris-versicolor
+51,5.000089290474081,3.0,1.5729156916440685,0.19932951153856265,Iris-setosa
+52,5.702077016164698,2.8624811603574556,4.202233756776272,1.2987228550387337,Iris-versicolor
+53,7.709440633644763,2.6076679027553467,6.8999988195828905,2.3137978990060617,Iris-virginica
+54,6.3227857155996245,3.0290007274778126,5.620623447800546,2.2521330428378064,Iris-virginica
+55,5.048671972531233,3.494489726890051,1.525938363078253,0.38585005694073166,Iris-setosa
+56,6.571160033393826,3.266051776803076,5.38430568638437,2.0596028942710656,Iris-virginica
+57,5.671403743563724,3.0,4.209756055895692,1.2199825166559983,Iris-versicolor
+58,6.402497938978708,3.0,5.530352137252638,1.8176913640685137,Iris-virginica
+59,5.3578287905508954,3.379130015813281,1.5647007045201564,0.2023640474618054,Iris-setosa
+60,5.941396507479187,2.95736327464741,4.449506929579686,1.3425486059606602,Iris-versicolor
+61,6.926108264173091,3.083746815677705,5.090026328031386,2.30854083247576,Iris-virginica
+62,4.807937217347911,3.3952813795981296,1.9161481553239181,0.19968167328988962,Iris-setosa
+63,4.7858310563578295,3.379737574320915,2.0751470136619177,0.20492403180296914,Iris-setosa
+64,4.4,3.2040914393122804,1.3144651024231588,0.19308642291039418,Iris-setosa
+65,5.494921705377581,3.0,4.524753082031986,1.4992693748240975,Iris-versicolor
+66,5.528232908140085,2.4073678059434984,3.7673296526355644,1.018154383963356,Iris-versicolor
+67,4.855506541067579,2.385180581284194,3.2458663561838494,0.982575679728743,Iris-versicolor
+68,4.929596058450151,2.386904436066192,3.3281647197629134,0.8875799655814276,Iris-versicolor
+69,4.890121252124595,3.0,1.402770735030944,0.19797309850361405,Iris-setosa
+70,5.3491981922155265,3.3405666126474536,1.9177064107376962,0.20304356654058242,Iris-setosa
+71,5.694133522841959,2.5578797227803265,3.9962085870455595,1.0631049898282323,Iris-versicolor
+72,4.620729695195551,3.5518776977786772,1.0000004521843953,0.20175709908976328,Iris-setosa
+73,5.515141182181147,3.0,4.514418020942633,1.5004815758475538,Iris-versicolor
+74,5.556996960536519,2.421819638663984,3.7329864737565126,1.0050232566473538,Iris-versicolor
+75,5.587487549027283,2.9291528361878276,3.7499597722795732,1.308097426835633,Iris-versicolor
+76,4.911587492876166,2.4147099880458414,3.3356696423743966,1.0116675298761886,Iris-versicolor
+77,4.4,3.1909625601759046,1.342710317848261,0.19795538747164532,Iris-setosa
+78,4.858013554913039,2.4083479125652243,3.1686155327860317,0.9429210132598138,Iris-versicolor
+79,7.701234427090184,2.607330780571541,6.899998758332973,2.3082177804663484,Iris-virginica
+80,5.088339927984494,3.570319286041322,1.4163988875281583,0.2181420156462709,Iris-setosa
+81,5.177155846337757,3.3952912425125334,1.3889564680054638,0.20147419719178547,Iris-setosa
+82,7.696924311830342,2.608857604983882,6.899998911763326,2.291412992752119,Iris-virginica
+83,5.990536990330511,3.3733475039321283,4.495607805361705,1.5591960300839998,Iris-versicolor
+84,6.675591670388229,3.239686283226841,5.656491248896293,2.499999112940463,Iris-virginica
+85,7.691219801525591,2.634211082127436,6.899998044611225,2.2899208547931345,Iris-virginica
+86,7.899998841567159,3.786469832662204,6.359742800142999,1.997946249126243,Iris-virginica
+87,7.696425701550039,2.7924563933221056,6.713106209780685,1.9891281725061007,Iris-virginica
+88,6.394658026968166,2.9650608856152028,5.553903041784817,1.7932074519186225,Iris-virginica
+89,4.4,3.2280592119058475,1.282575455743086,0.19617219520654033,Iris-setosa
+90,6.294499535957343,2.4992119366436913,5.004172903349766,1.8969892897732137,Iris-virginica
+91,6.156235733833642,3.3501233131650023,4.616327227566284,1.610285519553472,Iris-versicolor
+92,6.71199456993699,2.793681107624783,4.763893513260475,1.3781483608275653,Iris-versicolor
+93,6.421757810326895,2.894106324671378,4.282405593962652,1.299876378317311,Iris-versicolor
+94,6.66560334649873,2.49713659478148,5.746752765557614,1.8005402760538438,Iris-virginica
+95,5.470038502718269,3.0,4.5013082659756725,1.4955347682590856,Iris-versicolor
+96,5.136981632590066,3.4870244322857005,1.388021005677929,0.1979031646640438,Iris-setosa
+97,6.284924149408299,3.356590485817979,5.459476351404716,2.2987863761635277,Iris-virginica
+98,6.523910529639196,3.1925249528179687,5.236861351541235,1.9986203143164778,Iris-virginica
+99,7.609894775554424,2.8070427015328847,6.620373045663121,1.9388225696981638,Iris-virginica
+100,7.731541762991676,2.600805512822704,6.9,2.292670322820079,Iris-virginica
+101,5.9839882517143375,3.3859821563707144,4.558498391431211,1.5968804189969399,Iris-versicolor
+102,5.538917281527846,3.0,4.5029163309530365,1.480067375413858,Iris-versicolor
+103,5.5709873023202965,2.9451748962513657,3.621168525813909,1.291666202193583,Iris-versicolor
+104,6.471789006843978,2.93416394414922,4.315176729476132,1.335734379948913,Iris-versicolor
+105,5.688497557604291,3.0,4.205077185157949,1.249058029386752,Iris-versicolor
+106,5.649100308774386,2.8244146077157772,4.4291932309264705,1.2986306515559918,Iris-versicolor
+107,5.634039607750179,3.0,4.062779916980309,1.2875956294822608,Iris-versicolor
+108,6.527705187152874,3.0,5.469983990794325,1.8204286500984184,Iris-virginica
+109,5.732595062135404,2.6717254449840255,4.162334909029715,1.0398720712310403,Iris-versicolor
+110,6.67875047623309,3.281976640309588,5.711710537430055,2.4999994039118594,Iris-virginica
+111,6.8192362881289545,3.1978735823136364,5.860685961556292,2.2893398458749057,Iris-virginica
+112,6.271169811431706,2.5085613352184697,4.986225766772877,1.8708895123890512,Iris-virginica
+113,4.76431202556719,3.0,1.3455233545059284,0.1,Iris-setosa
+114,4.802005175291666,3.37513776189026,1.5697528273634391,0.2009978938046816,Iris-setosa
+115,4.889857335997447,3.104076708755854,1.5069322318224314,0.1,Iris-setosa
+116,6.574911800607024,3.0676125241212953,5.491317337908015,1.965274339899989,Iris-virginica
+117,6.725346048143592,2.7813427701130955,4.737955332440342,1.3440134233230396,Iris-versicolor
+118,5.690802426148741,3.797148428618677,1.5661279826724233,0.3327874197389189,Iris-setosa
+119,6.2714461686665155,3.2973006252652897,4.674813855991343,1.5808514206455178,Iris-versicolor

iris/tab_ddpm/4_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/4_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/4_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/4_4/10/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.629096595880341,2.6831319538665106,4.423662449622188,1.2600859307186236,Iris-versicolor
+1,5.019786532475584,2.000000555265012,3.7300918931916627,1.029435277054034,Iris-versicolor
+2,6.690621435749646,3.2835484252409644,5.686539248727455,2.5,Iris-virginica
+3,6.0060859132547915,3.4050282718484346,4.474725549030186,1.587539294859156,Iris-versicolor
+4,6.708661045685314,3.299412488198195,5.731802304169406,2.4999995846315373,Iris-virginica
+5,5.676022306991254,3.0,4.171450243675817,1.2601965074508767,Iris-versicolor
+6,4.861396528499097,2.4317320814816803,3.091930500351454,0.8651830297372505,Iris-versicolor
+7,6.035134580825186,2.629898680643812,4.320248446863745,1.1266789357002926,Iris-versicolor
+8,6.702458187189594,3.0,4.904792754584665,1.661639749797656,Iris-versicolor
+9,7.651985235237602,2.6042950724059213,6.899998391081995,2.2960062348614065,Iris-virginica
+10,5.021419233156169,2.0,3.5706578946438063,0.9471671589865109,Iris-versicolor
+11,5.961557598223824,3.20335337362229,4.762463374211848,1.8082406205381911,Iris-versicolor
+12,4.848439618050024,3.2883236054491145,1.5746202631310586,0.20520933081112325,Iris-setosa
+13,7.72651479105454,2.6102185899007475,6.9,2.3097348966619258,Iris-virginica
+14,5.1415139276284085,3.7541017660310585,1.4331610163892219,0.3939343193517059,Iris-setosa
+15,5.53313028667821,2.42126826224866,3.809210925351159,1.0652144495105882,Iris-versicolor
+16,4.8340198747939445,3.4047540652612045,1.5774185643290977,0.20342874060650037,Iris-setosa
+17,7.620751880321551,2.954336905286963,6.644132054983364,2.05192078318042,Iris-virginica
+18,5.6250637853173355,3.0,4.085254910136422,1.2949523536508234,Iris-versicolor
+19,5.952662393202548,3.410825345311236,4.472723499869103,1.5812866642586618,Iris-versicolor
+20,5.032333254665152,3.3582658011369637,1.571595805991016,0.45307233201032887,Iris-setosa
+21,4.400000526743566,3.1918557508608356,1.322840362923937,0.1959160580681296,Iris-setosa
+22,6.067543624989129,3.0,4.592666491489435,1.4064824407240506,Iris-versicolor
+23,5.918977877056819,3.207684022950961,4.795691314289853,1.7753278151708627,Iris-versicolor
+24,6.740078194416906,3.1856688703871106,5.139283454628663,2.2000941929544227,Iris-virginica
+25,6.2279692968637335,3.3758337353601653,5.392781973492188,2.291839664887705,Iris-virginica
+26,4.806658393250725,3.0,1.3973804486175012,0.10000010979941858,Iris-setosa
+27,7.9,3.7631257813403307,6.327460638519121,1.9583750869078116,Iris-virginica
+28,5.374618955254721,3.4118044941842927,1.4937768742445297,0.4751143513761965,Iris-setosa
+29,6.6812891692728025,2.488723225714727,5.722384562449129,1.7959503589434598,Iris-virginica
+30,4.487641037599394,2.2912661525561644,1.2995082966593787,0.2966880337820427,Iris-setosa
+31,6.719881426102308,3.055197031183647,4.797918203985068,1.5728306380379513,Iris-versicolor
+32,6.299303097228703,2.7095862554142975,4.90114044410325,1.7783704173981039,Iris-virginica
+33,7.707014086118035,2.7925546562107124,6.696623657753112,2.0058227665721455,Iris-virginica
+34,5.036170218318894,3.614884243739367,1.40096558074107,0.20375995699138386,Iris-setosa
+35,6.250369367856379,3.3985201110352112,5.426487211123954,2.3066668958579952,Iris-virginica
+36,5.988552885092525,3.4047504402671684,4.544425831649674,1.6334340371659755,Iris-versicolor
+37,5.157532815517742,3.3139697081091692,1.6037745056699504,0.48844579390148096,Iris-setosa
+38,5.389144601535562,3.3758085242914255,1.7007801719862754,0.20301470609710195,Iris-setosa
+39,5.556628438392444,2.578722774901708,4.2872957495941835,1.1757785176576605,Iris-versicolor
+40,5.804322859880906,2.9250994615814605,4.280549962067705,1.261093371231007,Iris-versicolor
+41,6.66696984314589,3.285170502129651,5.661494312896085,2.093194466085191,Iris-virginica
+42,6.714235563267665,3.0,4.997373314051501,1.7133328409707587,Iris-versicolor
+43,5.787163055317216,2.7983517975159353,5.081910636613608,2.4078928626821265,Iris-virginica
+44,5.410877056404838,3.9098126588980358,1.3273265361063782,0.3546530320053863,Iris-setosa
+45,4.997532092222753,2.0000006989939263,3.403680240018515,1.0025644929648059,Iris-versicolor
+46,5.103776830643992,3.652830767503067,1.5079777843516595,0.45300860174378127,Iris-setosa
+47,5.318838473189997,3.7216705548775946,1.5074760298041312,0.2025787292985752,Iris-setosa
+48,5.776573195620279,2.6404819306587983,4.053240445342864,0.9426074733457437,Iris-versicolor
+49,6.207899015374302,3.011739872923449,5.0792726661790235,1.8236500504374873,Iris-virginica
+50,5.8192999656175735,2.698553071239499,5.142946156787572,1.8867433766447084,Iris-virginica
+51,6.259136752965546,2.1838571272184337,4.428151109781022,1.4764749118873417,Iris-versicolor
+52,5.526182961708636,3.0,4.449073501723997,1.453571133087291,Iris-versicolor
+53,6.314779371838159,2.28346961692506,4.386745828145383,1.298581283797596,Iris-versicolor
+54,5.966868004789423,2.801613901268301,4.668020309538183,1.227650342303434,Iris-versicolor
+55,5.807556072892474,2.700941641028337,5.0935757221487155,1.9060747039794268,Iris-virginica
+56,5.890967128381272,3.1883231658952345,4.778653876723882,1.783289916246282,Iris-versicolor
+57,5.90904537399213,3.2131930277624887,4.780419800299589,1.7815416039123046,Iris-versicolor
+58,5.799398403103227,2.7964110650192735,5.136143305842686,2.3991417519708467,Iris-virginica
+59,6.631057997082213,3.044286280787622,5.781550686330652,2.23281138202115,Iris-virginica
+60,6.162293298308654,2.199257040889701,4.479107088470121,1.4933073621091564,Iris-versicolor
+61,6.337556527788538,2.477434135741141,5.043164671818272,1.892946698110323,Iris-virginica
+62,7.6731163573598895,2.614439184498637,6.899999004015851,2.297638523597411,Iris-virginica
+63,6.301444175185754,2.7204882203742953,4.870639708943564,1.7969328354126501,Iris-virginica
+64,5.471853798684931,3.0,4.511674896166769,1.4856599677642124,Iris-versicolor
+65,5.551347548356629,2.5028565470794497,3.8398996085908825,1.1212296382886557,Iris-versicolor
+66,5.34118877300018,3.7420888311550797,1.5053105249531324,0.20004765476100822,Iris-setosa
+67,6.29552849676547,2.3058411792169373,4.440922630483331,1.3141032193308262,Iris-versicolor
+68,5.044643442889738,3.3386871310026893,1.754317038632511,0.4784817094346199,Iris-setosa
+69,7.255566200395819,2.9121264379047185,6.225033133926355,1.8064489511436708,Iris-virginica
+70,7.678761762425627,2.794564485096281,6.681020724582765,2.012811092007265,Iris-virginica
+71,6.564297348400065,3.0,4.364479278529866,1.378837790777909,Iris-versicolor
+72,6.5061243343719655,3.0,5.890567437541081,2.174366687504892,Iris-virginica
+73,5.57392213827529,3.0,3.975733873841449,1.2972381920120022,Iris-versicolor
+74,4.809860522385094,3.4070648037930034,1.6211425414219207,0.19751835018261693,Iris-setosa
+75,4.502758594091193,2.343864281635651,1.3253598144266696,0.35633870357381686,Iris-setosa
+76,5.217260313986764,3.411033409007632,1.3962560644044903,0.20008155925720988,Iris-setosa
+77,4.973247887382865,3.0,1.8927584790330543,0.2001573230983567,Iris-setosa
+78,6.575850188513798,3.0,4.396363183132887,1.3914897705804656,Iris-versicolor
+79,4.400000499951462,3.18388265715559,1.2584032468093442,0.19999618845314432,Iris-setosa
+80,4.994397565733354,3.384994261487751,1.5832666495572583,0.4424911377011004,Iris-setosa
+81,5.67218112916968,3.0,4.004395366098563,1.214961112275107,Iris-versicolor
+82,6.2845359566486945,3.0,4.652839511095646,1.4584173829948566,Iris-versicolor
+83,4.610184272977276,3.216966077188781,1.4021278772643928,0.204007478641897,Iris-setosa
+84,4.4000005471281245,3.1909710560375264,1.2869933988674793,0.1996273504496428,Iris-setosa
+85,5.0130088059518,3.6233286826572164,1.3753922009014554,0.198565615756663,Iris-setosa
+86,6.463767573779484,2.904823869145681,4.299981876679564,1.331211559882315,Iris-versicolor
+87,6.190810434785776,3.4182773722398307,5.423437463276269,2.321817311702693,Iris-virginica
+88,6.3480531664453865,2.827853314764296,4.995243687172535,1.7805574540184779,Iris-virginica
+89,5.089603558227737,3.3416709343366438,1.567965994516154,0.5215119859126265,Iris-setosa
+90,4.591037892200356,3.668804639212683,1.00000047126907,0.2040747627487995,Iris-setosa
+91,6.168610463973636,2.2014628547319974,4.506769201269281,1.4930338809927566,Iris-versicolor
+92,5.989127716859579,2.8760949197025343,4.4901642842861405,1.5167544212989696,Iris-versicolor
+93,5.448688175092304,3.0,4.488049693766587,1.513071971370145,Iris-versicolor
+94,6.491923997361822,3.0,5.852058614112042,2.192587097135078,Iris-virginica
+95,7.652862501178844,3.0,6.646901106147981,2.1055994415542174,Iris-virginica
+96,4.832235708548951,3.394785182192762,1.782660065402204,0.20098951890502678,Iris-setosa
+97,7.9,3.854245401058412,6.407760229604938,2.0165241804954315,Iris-virginica
+98,7.069071381742174,3.0,5.905949166119889,2.098737737231086,Iris-virginica
+99,5.5663396994992285,2.458304015154468,3.7830693132424082,1.0581792426418501,Iris-versicolor
+100,5.402539058501898,3.8606597252576655,1.3021802419690105,0.3630859552689209,Iris-setosa
+101,7.597297264147473,3.0,6.5833100054582,2.0830596542088995,Iris-virginica
+102,5.94866711249969,3.414095883984849,4.436076549867612,1.5906899151700762,Iris-versicolor
+103,6.693016314812112,3.0,4.9542777550162524,1.68843832097494,Iris-versicolor
+104,5.434404046655111,2.4296707914765845,3.8052625694944306,1.0363046812195285,Iris-versicolor
+105,5.776101505693954,2.7961007097033095,5.193003239027994,2.411289478877949,Iris-virginica
+106,4.811544396700536,3.4005281673540675,1.6256210347521471,0.20231531092792684,Iris-setosa
+107,7.71532879842547,2.817998664855483,6.697409770954861,2.0087286539599596,Iris-virginica
+108,4.5792291877642235,3.6453647998216887,1.0,0.19871485672415565,Iris-setosa
+109,5.775259515844901,2.6377073048837905,4.070127821838588,0.9873682099623464,Iris-versicolor
+110,6.72939424672119,3.3491492144296267,5.768559914799359,2.4999996221790277,Iris-virginica
+111,4.797141532933552,3.4088326387645784,1.618286479254226,0.2014941342323901,Iris-setosa
+112,5.419153209562306,3.4329508929909536,1.566318932200375,0.20503312419917405,Iris-setosa
+113,4.898434662193567,3.0,1.417787684104261,0.20233608691952001,Iris-setosa
+114,6.701963660346388,3.0,4.893956058815081,1.6426422951436528,Iris-versicolor
+115,5.797455019781561,2.703143321387191,5.112895066596951,1.8993446214236225,Iris-virginica
+116,4.842648419329585,3.3670916593889655,1.9785746614802515,0.1988811378968129,Iris-setosa
+117,6.722423754091646,3.0829643085427203,4.785763241656267,1.5790397206570153,Iris-versicolor
+118,4.90523405815373,3.0,1.4122691342949736,0.19737952004228856,Iris-setosa
+119,5.0060468476757425,3.0,1.5631664401847343,0.20370010303147906,Iris-setosa

iris/tab_ddpm/4_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/4_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/4_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/4_4/11/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.111502771674602,3.2746313507839573,1.7343223411898103,0.5306768402897291,Iris-setosa
+1,6.203399048257806,3.382060725686211,5.402466624751921,2.286761405444209,Iris-virginica
+2,6.7555550924775085,2.8412341061578155,4.82933840143795,1.4240314200269688,Iris-versicolor
+3,5.725735504729233,2.84192925485617,4.387211349238541,1.3178665182482479,Iris-versicolor
+4,5.407750790308595,2.3928011981984794,3.5847117370570953,1.0426799554662964,Iris-versicolor
+5,4.902632105885813,3.103238735632178,1.509827747298366,0.10000012993468596,Iris-setosa
+6,4.810598690816452,3.0,1.4362912434181971,0.10000009689135249,Iris-setosa
+7,4.9028471932099205,3.0,1.3938430235009516,0.20044507021788788,Iris-setosa
+8,5.803238285219754,2.701970719107495,5.112422718457546,1.8847018007810046,Iris-virginica
+9,5.483799714596281,3.0,4.519518192105261,1.5023150501589486,Iris-versicolor
+10,6.940850631214475,3.114327279596899,5.754579304846099,2.2703585811529305,Iris-virginica
+11,4.998546733679949,2.4211529569122945,3.419060719480204,0.983316004186316,Iris-versicolor
+12,7.3508404235643345,2.9918695539468985,6.276776604195766,2.0291944066173024,Iris-virginica
+13,4.986837165742182,2.41739522298464,3.562322482741632,1.0094966273378805,Iris-versicolor
+14,5.114534010116931,3.317795250978772,1.7246813450546825,0.5143729958654514,Iris-setosa
+15,5.425016252137493,3.4319218558682523,1.8194502060922613,0.20146016780473364,Iris-setosa
+16,7.899998500613317,3.7768364911845644,6.397760442473743,2.0069356521826873,Iris-virginica
+17,4.856320427302041,3.015906857586506,1.4497444566584965,0.10000009144747686,Iris-setosa
+18,5.804027673983193,2.6904866227739506,5.112089835095611,1.9033141114001486,Iris-virginica
+19,6.007662881925678,3.367143965930956,4.526442434915919,1.6002624449323253,Iris-versicolor
+20,5.97842654931716,2.9797711920320404,4.374807515205564,1.350844995624782,Iris-versicolor
+21,7.707690850756046,2.6217088620995175,6.8999987312138416,2.3071220994234585,Iris-virginica
+22,6.702201720826852,3.2874305317366384,5.6694277853194075,2.499999470875685,Iris-virginica
+23,6.651037128685281,3.3209049513236595,5.669606716329896,2.113369875866966,Iris-virginica
+24,5.516898779556594,3.0,4.509595752278691,1.5022022317983474,Iris-versicolor
+25,6.520473456568151,3.0,5.846649445117201,2.2140227944170876,Iris-virginica
+26,6.041993598494444,2.2378750975040216,4.139572722846945,1.0816323448610228,Iris-versicolor
+27,7.9,3.826645416499653,6.397502285995646,2.0136422000996923,Iris-virginica
+28,4.804823829556148,3.0,1.4018453034257639,0.1,Iris-setosa
+29,6.628782357957406,3.0,4.530625108073965,1.3922560992309287,Iris-versicolor
+30,6.0509315986359,2.225683956499472,4.14146139457061,1.0325716504579834,Iris-versicolor
+31,6.691380656206376,3.0,5.02320316771749,1.7094975818111693,Iris-versicolor
+32,5.398860203594881,3.92034236938786,1.2647553665117002,0.41467390172332336,Iris-setosa
+33,5.381062637547561,3.4031169750225856,1.5854016310181163,0.2007844299028757,Iris-setosa
+34,5.051739751961739,3.313355541144698,1.6661023898994936,0.4948931620770173,Iris-setosa
+35,6.477687738383554,3.147085827912716,5.08226218553735,1.9967635232987604,Iris-virginica
+36,6.248478422737097,2.9021667883498496,5.556608360176782,1.7933909634115246,Iris-virginica
+37,6.126875641788955,2.8071421479358833,4.698310272457272,1.2172843943306844,Iris-versicolor
+38,4.9858935368270005,3.631279345958286,1.4034767341691328,0.2051837464941758,Iris-setosa
+39,4.817481861451332,3.3619074712002064,1.7053393513288424,0.20234994640466644,Iris-setosa
+40,5.575359715686817,2.7269859912874588,4.470558471214388,1.2719470252905252,Iris-versicolor
+41,6.696905058644858,3.307961927297576,5.670232975684264,2.5,Iris-virginica
+42,5.709616790088759,2.4917824915076445,3.9468865857539623,1.0415210564945385,Iris-versicolor
+43,5.0077512137801925,3.5954807687420227,1.3967898630532705,0.19708601612170684,Iris-setosa
+44,5.0907696746995805,3.503281614531449,1.4041476908160844,0.19823852121469587,Iris-setosa
+45,5.5500142715389185,2.38500000680923,3.8150039350954246,0.9294278931031199,Iris-versicolor
+46,5.195350078338493,3.683944320664441,1.4610310913198499,0.20981231114067456,Iris-setosa
+47,4.895565661122936,3.116882406548499,1.5050006224279633,0.1,Iris-setosa
+48,4.4,3.2100512547715767,1.2988913198920564,0.19820877509473506,Iris-setosa
+49,4.9822243983333765,2.0,3.398598434518997,0.963954211120112,Iris-versicolor
+50,6.014401058505694,3.368119866323344,4.538151811928219,1.6088607759727704,Iris-versicolor
+51,5.105820039422968,3.499949073015087,1.4101732582778286,0.20850028354705127,Iris-setosa
+52,6.8846171897264234,3.10019574154436,5.076628011712398,2.2987273378465316,Iris-virginica
+53,6.059153921601581,2.7815108571973246,4.679809088026759,1.176681315304973,Iris-versicolor
+54,6.682497383906357,3.2960196571881197,5.722162398527891,2.5,Iris-virginica
+55,6.697899857429978,2.501722082338902,5.844615201280744,1.8103558887527658,Iris-virginica
+56,6.219825948410974,3.348064271531347,4.6519902910049655,1.6069487208308426,Iris-versicolor
+57,4.4,3.1436247761835174,1.2952009176937815,0.18709058642089987,Iris-setosa
+58,4.808234273295999,3.416020417741416,1.9985448013208311,0.19775778993782905,Iris-setosa
+59,7.710791438345285,2.582018662817906,6.9,2.2950096132772813,Iris-virginica
+60,6.015871300996009,3.3960543616642136,4.490988584998485,1.601032078168504,Iris-versicolor
+61,6.211277450833371,2.2258513471017163,4.493235037861887,1.4682926918548316,Iris-versicolor
+62,6.99024185587883,3.0959898888904154,5.071440078358152,2.310833646760563,Iris-virginica
+63,4.612915601363395,3.1963670515410953,1.4098970517998943,0.195742917448941,Iris-setosa
+64,7.3093116200746735,2.9020390834068674,6.22824943944238,1.8084225615358558,Iris-virginica
+65,6.082893757188403,2.8079839120673022,4.674733659106026,1.1830489751217395,Iris-versicolor
+66,6.712197008068271,3.0,5.022889888383737,1.7100550192362478,Iris-versicolor
+67,6.504475904232028,3.0,5.7725112860215235,2.1789530674017934,Iris-virginica
+68,5.023953947285579,3.3914575994916167,1.6773928907698048,0.44327449671746144,Iris-setosa
+69,6.237582194584839,2.891366339463262,5.582947426929337,1.7913182179870972,Iris-virginica
+70,7.154527660674253,3.0,5.938649078935146,2.0868033762432097,Iris-virginica
+71,6.305747506348925,2.6827020554454735,4.872196062035646,1.7757313237009706,Iris-virginica
+72,4.591703336118423,3.1849636828644208,1.3889920660787722,0.2035507967862522,Iris-setosa
+73,7.899998879303091,3.8235131673005682,6.408059617047834,1.9985711947876508,Iris-virginica
+74,6.0822123217793145,2.803989567221726,4.713090119922846,1.2117449096795947,Iris-versicolor
+75,5.808989591587336,2.7881465756954342,5.078637768346855,2.4073075092296614,Iris-virginica
+76,5.498066371100891,4.2,1.3671879187935103,0.2079127011106151,Iris-setosa
+77,4.998750405910586,2.0,3.454091293909901,0.9332528819474275,Iris-versicolor
+78,6.681939389407234,3.0,5.001514794874875,1.7133604343196491,Iris-versicolor
+79,5.787588030418446,2.70305924160698,5.09208060681722,1.8963865533851998,Iris-virginica
+80,5.119806287806028,3.1515868815213803,1.7481937811069281,0.2032842899603559,Iris-setosa
+81,6.595628459479083,3.095790960478681,4.815269926051037,1.5751091728035675,Iris-versicolor
+82,5.657342676515662,2.888164900816228,4.011848381177419,1.3171927378917738,Iris-versicolor
+83,5.741006714143373,2.806839673621404,4.50506391638428,1.2949403786488056,Iris-versicolor
+84,6.3828029244989155,3.163605877993222,5.091671457661341,1.971002321694851,Iris-virginica
+85,4.904323218916302,3.0,1.3940138816959344,0.19528168727072276,Iris-setosa
+86,6.287902394158809,2.7261219598966666,4.8711537238729905,1.790673108633073,Iris-virginica
+87,5.077087718862173,3.595724231277069,1.5105456198210094,0.4239012017709215,Iris-setosa
+88,5.934109187690867,2.2066623439374866,3.939898229246117,0.9694046460161776,Iris-versicolor
+89,5.8974730762143635,3.202334634812167,4.822472815005241,1.7791061701515403,Iris-versicolor
+90,5.492976808775103,4.2,1.3987676065726968,0.20589276854950747,Iris-setosa
+91,5.666549956408432,3.0,4.220667804327507,1.237375878711539,Iris-versicolor
+92,4.759575948972395,3.3931274710218178,1.878946212562034,0.20099803117984422,Iris-setosa
+93,5.475250322519865,4.1999993145945265,1.3962840284661404,0.2005625952966111,Iris-setosa
+94,5.033789563242776,3.6286797521211827,1.3978934796114149,0.20872846948596918,Iris-setosa
+95,5.829176896276146,2.8009287057317964,5.176515988326986,2.4069996161101725,Iris-virginica
+96,5.052779913074623,3.34556819400771,1.6921248418514623,0.5081569664564641,Iris-setosa
+97,6.314376083639432,2.501233988000765,4.988597975459074,1.8902365272544288,Iris-virginica
+98,5.342324346159744,3.3426940390381743,1.5624012325986587,0.19769981120378044,Iris-setosa
+99,5.79303049520027,2.8023653501927455,5.201744903696365,2.404957019065929,Iris-virginica
+100,6.687214934172365,3.0,4.992810180677405,1.6828507699937836,Iris-versicolor
+101,5.615806429643467,2.906002522730379,3.715533674216119,1.2935766718466224,Iris-versicolor
+102,5.402402681192214,2.5633399017217267,4.386689885898834,1.2022282641664586,Iris-versicolor
+103,5.812861164085954,2.7146226778900884,5.131223167341899,1.898628836195021,Iris-virginica
+104,5.700186358782222,2.7849558119239393,3.9772720635254895,1.208411411837277,Iris-versicolor
+105,4.808451556838759,3.0,1.4156949519813382,0.31717803249712245,Iris-setosa
+106,5.70745092400222,3.0,4.237545403151879,1.2374838113933282,Iris-versicolor
+107,5.551800661141352,3.0,4.22256015870024,1.3554078224846753,Iris-versicolor
+108,6.76597904459431,2.5286318226554094,5.994178088331645,1.8151383699326,Iris-virginica
+109,6.799441236667395,2.7956067875544393,4.794813907752589,1.4054248893175292,Iris-versicolor
+110,5.593705493836834,3.0,4.491126352391669,1.4276424584362597,Iris-versicolor
+111,6.8127142557213745,2.8018967184782406,4.824185580269946,1.4006750362818432,Iris-versicolor
+112,5.925395848455134,2.900659126591868,4.3867975573150595,1.3381315590273815,Iris-versicolor
+113,7.9,3.7573578944627055,6.396777254377669,2.0215817844502086,Iris-virginica
+114,4.587490434460667,3.6583951097000007,1.0,0.19973611077410122,Iris-setosa
+115,6.696390466540917,3.322289326042446,5.703356963858638,2.5,Iris-virginica
+116,5.3979199716865836,3.3795924148901393,1.5040056250210532,0.46640567994135423,Iris-setosa
+117,6.696231404214312,2.49900021116829,5.784645775581628,1.7955816074047066,Iris-virginica
+118,6.2792784730533295,2.51430621708401,5.01092836109178,1.8990453002013186,Iris-virginica
+119,7.9,3.821034109821251,6.365302135861897,2.012753440015147,Iris-virginica

iris/tab_ddpm/4_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/4_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/4_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/4_4/12/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.5386317266292355,3.1951732384702503,5.103155838648145,2.027721223517647,Iris-virginica
+1,6.514508060876361,2.9648549758120186,4.351529822304681,1.3433023110023998,Iris-versicolor
+2,5.444675802337604,4.2,1.381934806984233,0.19822773039267416,Iris-setosa
+3,5.005941318896594,3.0,1.6283777444692606,0.20483806285351547,Iris-setosa
+4,5.815450442336126,2.811900731951262,5.0966499750360805,2.4038466001180483,Iris-virginica
+5,5.808758373098952,2.7972922753978047,4.549545963542729,1.2538564410344775,Iris-versicolor
+6,6.069713923686684,3.0,4.6262364803598635,1.4844287918625654,Iris-versicolor
+7,5.798201984449528,2.7183488877132156,4.130741681598751,0.9838671990094467,Iris-versicolor
+8,6.373001968087039,3.121497714605515,5.092539387886356,1.9677719778261433,Iris-virginica
+9,4.894908840575254,3.0793674548754786,1.4717630020884451,0.1,Iris-setosa
+10,4.800135832741648,3.392274604158839,1.7197441251596566,0.20379813739278402,Iris-setosa
+11,5.335364666323211,3.847721623449017,1.3178972505242332,0.3722468775058817,Iris-setosa
+12,7.681672071935868,2.8542391242895966,6.690371649431981,2.0216136974659986,Iris-virginica
+13,6.065199072396412,2.25675921105292,4.153119498909176,1.1099306750407971,Iris-versicolor
+14,5.4428781393303725,3.0,4.500927546479041,1.4921610146293074,Iris-versicolor
+15,5.783006993232875,2.665088546462944,4.013552492757792,0.8978511103083955,Iris-versicolor
+16,5.928477282424931,3.207438526820794,4.807796343271128,1.7836255067718172,Iris-versicolor
+17,4.807079999070002,3.0,1.3995677060820761,0.34532050427689187,Iris-setosa
+18,5.264118942010302,3.6420156723057184,1.4903033745008085,0.196000177493943,Iris-setosa
+19,5.352387175589971,3.8045139734840627,1.4654881903740955,0.24510672482755036,Iris-setosa
+20,7.148539675768047,3.0,6.009387410678119,2.0953835551557,Iris-virginica
+21,6.2051029106040225,3.0,4.639375468338832,1.4282605256788237,Iris-versicolor
+22,6.31465751123738,2.4769481708192,5.007689806885567,1.8935399214475324,Iris-virginica
+23,4.814181921183416,3.0,1.4029173557729646,0.1,Iris-setosa
+24,5.455462912754222,3.0,4.474092577919979,1.4707945718432793,Iris-versicolor
+25,4.613488192677854,3.2045486146430475,1.3973160562370337,0.2040366434408841,Iris-setosa
+26,4.780063553430917,3.4022498230090004,1.5729153762941184,0.19813239425543547,Iris-setosa
+27,6.306450136789938,3.0,4.5362615934334025,1.3788794216448599,Iris-versicolor
+28,4.601526955344843,3.6225276268152875,1.0000004275025456,0.19844729942334685,Iris-setosa
+29,5.733189690455779,2.77940532695849,4.482224779665808,1.2823024423714764,Iris-versicolor
+30,6.716292247326619,3.3630315529519716,5.639045709855295,2.5,Iris-virginica
+31,6.664759047195014,2.502164471504595,5.788056510138472,1.802709095452307,Iris-virginica
+32,5.614863242444936,3.0,4.129671915866911,1.283002811677595,Iris-versicolor
+33,5.082598748850456,3.266321083090163,1.5513280171366635,0.4685672515808978,Iris-setosa
+34,5.130993880788638,3.4991753999896464,1.3965676099620257,0.20240772645353158,Iris-setosa
+35,5.395061520454115,3.3718832601225097,1.892086072398009,0.19677121974736375,Iris-setosa
+36,6.539834881685826,3.259216755448113,5.330225491243751,2.0398373234367186,Iris-virginica
+37,6.440630262241072,2.888906959614179,4.287058503980589,1.2902458236830485,Iris-versicolor
+38,6.210367158260028,3.3690087874229704,5.471733475306768,2.2958483919258716,Iris-virginica
+39,5.210910557788147,3.5912302564150984,1.4501273536571007,0.19926566874558727,Iris-setosa
+40,6.0346725125379,2.821283308303816,4.6251010062164735,1.2865995187019519,Iris-versicolor
+41,5.375600084755536,3.3947858612137147,1.5193328121797511,0.41829729067814025,Iris-setosa
+42,5.651311772128418,3.0,4.196201434705932,1.2752360231993052,Iris-versicolor
+43,5.336834527760697,3.0,4.449946324298937,1.4977638227093268,Iris-versicolor
+44,6.410775821949629,2.890934109897902,4.263871962787011,1.3204466129629469,Iris-versicolor
+45,5.1726114010541355,2.389061377757178,3.4776348019610586,0.9711484202810499,Iris-versicolor
+46,6.489073928080666,2.9603054114869436,4.341396926925726,1.3529606529643545,Iris-versicolor
+47,5.513426316920943,2.582967674209276,4.385085893311859,1.1732126090035802,Iris-versicolor
+48,5.894569533363893,2.8010838160052787,4.664494269148122,1.2211204142993795,Iris-versicolor
+49,5.078884184597232,3.7337330518308245,1.484508615872115,0.3946518487656344,Iris-setosa
+50,5.599986818746083,2.5309586573379668,3.8986606061147033,1.0935918425688964,Iris-versicolor
+51,5.24023701081273,3.318064887304917,1.513690009078376,0.29065301180543857,Iris-setosa
+52,7.680454131121597,2.611022343997392,6.899998913916045,2.3026905941630815,Iris-virginica
+53,4.79302052434611,3.396102105279863,1.7535115195753836,0.19769990551816213,Iris-setosa
+54,5.869769509906814,3.0,5.124062406788448,1.7863010833539215,Iris-virginica
+55,5.73701698968327,3.8310557257333944,1.9255919766760847,0.3059389726530078,Iris-setosa
+56,5.950043580185687,2.9103853436025617,4.490982268881055,1.4473837224084778,Iris-versicolor
+57,6.497335353708488,3.0,4.34961738427724,1.3570835446709628,Iris-versicolor
+58,6.2031224122610515,3.4130226300102695,5.416560218528339,2.2981001206799143,Iris-virginica
+59,7.695918426064714,2.581256053717982,6.9,2.290970742498929,Iris-virginica
+60,4.910991274113324,3.1057024807975555,1.501972086173117,0.1,Iris-setosa
+61,5.628741888162579,2.781524400839779,3.966109852986743,1.1963760807384203,Iris-versicolor
+62,6.379533570560527,2.882308780185922,4.2872054867161244,1.2737454472440195,Iris-versicolor
+63,5.5140370386987865,3.0,4.5265428675227675,1.5016387927374264,Iris-versicolor
+64,4.80570842994102,3.4019312268570827,1.731593983812565,0.20147203383546508,Iris-setosa
+65,5.391370292166645,3.3903991865858245,1.5939168938255128,0.2027436583426227,Iris-setosa
+66,6.178856292359298,2.206243849612128,4.4821843688874194,1.4591732152008094,Iris-versicolor
+67,5.093050939311754,3.5097240165340526,1.3980770353074763,0.20227792641676215,Iris-setosa
+68,5.808502268123342,2.7735545870768346,4.590783670321492,1.2610990473929855,Iris-versicolor
+69,5.802116624394022,3.093503416820679,4.681191127264525,1.6798593128431671,Iris-versicolor
+70,6.714327609451217,3.0,5.01453253358684,1.7079115750747815,Iris-versicolor
+71,5.465057046438191,4.199999301681981,1.3919047337269523,0.21099605921035136,Iris-setosa
+72,5.39211233321804,3.867091850542871,1.3369680379475304,0.33421009330321927,Iris-setosa
+73,5.015256262672232,2.000000926499035,3.528689609649362,1.0170498080475114,Iris-versicolor
+74,5.447010700507749,3.405181457562802,1.4968730147918121,0.3957156782007326,Iris-setosa
+75,6.108122949472077,2.8672928567441915,4.657149660675355,1.2785794302289997,Iris-versicolor
+76,4.9876304393764315,2.0000005328904735,3.4183240849232117,0.9936797166362834,Iris-versicolor
+77,6.398996851932512,2.5251482848761366,5.090033193838001,1.8772665148971979,Iris-virginica
+78,5.8266832995493445,2.799756832439573,5.1325508273664715,2.364142127291972,Iris-virginica
+79,4.9857924707669445,2.000000475072935,3.47720151747585,0.9881878458237716,Iris-versicolor
+80,6.811223186719989,2.802969123881712,4.817176639214239,1.4105897747190457,Iris-versicolor
+81,5.666271265681666,2.522924996472999,3.8620907131119964,1.0452473192021832,Iris-versicolor
+82,4.90239003985026,2.3915903582381746,3.3389273244868134,1.0177677914501557,Iris-versicolor
+83,5.645352984964563,2.528326212804962,3.9710892981326764,1.0529864082271392,Iris-versicolor
+84,5.081341572239502,3.2153993977631465,1.83203050868258,0.4626293073998111,Iris-setosa
+85,4.795237260438925,3.0,1.388122766729794,0.1,Iris-setosa
+86,6.060500996399005,3.225066712911711,4.75362668128957,1.7030121947777337,Iris-versicolor
+87,6.0622863014660675,2.226972917982486,4.070945538959528,1.0450128461375132,Iris-versicolor
+88,4.631512399679265,3.1603197386486577,1.4005531877352912,0.20394263588372324,Iris-setosa
+89,6.52839827216041,3.067125963227489,5.337565281058307,1.923271844455506,Iris-virginica
+90,6.559392312491863,3.2067214467575837,5.118533266134696,2.0542304257066775,Iris-virginica
+91,5.891030148578138,3.1896085729025088,4.754424032438607,1.7841447086517312,Iris-versicolor
+92,4.9896749065521515,2.000000489356474,3.553215601658298,1.012695317197637,Iris-versicolor
+93,4.908193812661847,2.3973023270769573,3.2957636653022595,1.0143240107014968,Iris-versicolor
+94,7.9,3.8299782819638963,6.426174262119466,2.0009024393279087,Iris-virginica
+95,6.853483132301792,3.097016350153728,5.092604946453599,2.2819094017175034,Iris-virginica
+96,6.7216669704738035,3.062400987422029,4.812961391253672,1.5956895423897013,Iris-versicolor
+97,6.271878014708669,3.342027524986215,5.462892084628966,2.290070079961115,Iris-virginica
+98,4.493003290900054,2.2854736067888455,1.2913141800977932,0.29837097177099425,Iris-setosa
+99,6.615887870687686,2.4473200578702414,5.624188586617537,1.7901012935820666,Iris-virginica
+100,7.239410448185998,3.0,6.227409968011347,2.1295217619567732,Iris-virginica
+101,4.825910637131805,3.0,1.4036101610971858,0.2969580845362459,Iris-setosa
+102,5.812083778814008,2.784466573466649,5.164309062717316,2.3987115459292356,Iris-virginica
+103,5.124507851415257,3.510572260354783,1.4009981082844867,0.20504607548268639,Iris-setosa
+104,5.5682443052749635,2.5062667365560882,3.90439141670791,1.1081404259446819,Iris-versicolor
+105,5.3966662514604815,3.877613588833248,1.3226831199152644,0.33871563150177325,Iris-setosa
+106,6.757252260924852,3.105764249043923,5.144182622553263,2.220102189284626,Iris-virginica
+107,5.597982022952902,3.0,4.394680145739408,1.4144279040877,Iris-versicolor
+108,6.79591814431176,2.8095669211770984,4.81186665695368,1.4143068890914077,Iris-versicolor
+109,6.023234562015466,2.1973150027398765,3.9695149153408904,1.004609094849095,Iris-versicolor
+110,6.684062353944526,3.2918345305619394,5.660025553727591,2.4999996310064545,Iris-virginica
+111,5.1293199624247565,3.5407028660488566,1.4044882909318823,0.19990667774422566,Iris-setosa
+112,6.486753299587784,3.0,5.8407372924738,2.2259162302524493,Iris-virginica
+113,5.0068498236347825,3.0,1.5757793719361441,0.19376960557873452,Iris-setosa
+114,4.8123000074407924,3.0,1.410759904732213,0.28440087326607666,Iris-setosa
+115,5.008544328165387,3.6192006418737432,1.3855472595509273,0.19828629137537285,Iris-setosa
+116,7.689953239356492,2.792126862499026,6.702477770674318,1.9843119383806171,Iris-virginica
+117,6.227910997632376,2.259193569988753,4.416522355352072,1.3446157607082263,Iris-versicolor
+118,5.3143116015682414,3.316998832654924,1.7131385487758528,0.1999447844300156,Iris-setosa
+119,6.36068267765748,3.301081398019475,4.708537540235642,1.5941082682092376,Iris-versicolor

iris/tab_ddpm/4_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/4_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/4_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/4_4/13/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.800019186450381,2.668897208048746,5.084317588937889,1.891163464105441,Iris-virginica
+1,5.659955845817686,3.0,4.154579942573314,1.2117681076565103,Iris-versicolor
+2,5.0015392227909015,3.0,1.5685773418944553,0.2007619813806573,Iris-setosa
+3,5.8032847726530585,2.700225374931281,5.119153767937424,1.894271844055198,Iris-virginica
+4,6.274643170077623,2.484250482173916,5.0293998948151835,1.9377445994928573,Iris-virginica
+5,5.0053957911610265,2.000000554649906,3.4849288228448225,0.9464115002438851,Iris-versicolor
+6,4.991109283560141,3.6176358794855643,1.384774513335292,0.20071846655303222,Iris-setosa
+7,5.4964630402236985,3.425801735426123,1.5029494395457519,0.3527074398356226,Iris-setosa
+8,4.502384592537932,2.2796429365845072,1.2840856151038187,0.28902854692396723,Iris-setosa
+9,5.004721780401512,2.000000654240428,3.6057062149855845,0.9678456923268193,Iris-versicolor
+10,7.42612809874325,3.0,6.3938675689638735,2.0638545881633004,Iris-virginica
+11,4.825049772194955,3.0,1.4014905050792639,0.10000009147261893,Iris-setosa
+12,6.476895028783831,3.0,5.525774899788277,1.793266123260608,Iris-virginica
+13,4.866153984321324,3.4103374744712713,1.5662430621229246,0.2028112622923301,Iris-setosa
+14,6.394905755247054,2.852376990111763,4.33712881147097,1.2836843205498396,Iris-versicolor
+15,6.090878325459592,2.789368007205729,4.674184518566088,1.1737620607046337,Iris-versicolor
+16,5.80155355766883,2.807773873096183,5.094793733176571,2.4033690812597746,Iris-virginica
+17,5.878044586189831,3.0,5.069915773694852,1.7937459165279157,Iris-virginica
+18,4.400000454282057,3.197083020025561,1.2900950809723053,0.1990748838309782,Iris-setosa
+19,7.695039096880605,2.6096739364847545,6.899998694733521,2.290108022029913,Iris-virginica
+20,6.779353141536996,3.21807635941832,5.7592338311417075,2.26493058221056,Iris-virginica
+21,5.206128493370769,3.4064204854858033,1.3852962872981127,0.19888421139216397,Iris-setosa
+22,4.8111794290209176,3.0,1.404804637089464,0.1,Iris-setosa
+23,6.694230159188784,3.141100324391811,4.749397882398657,1.5107468537822968,Iris-versicolor
+24,6.314986764319006,2.3054909569288813,4.438193041897557,1.3745128675620777,Iris-versicolor
+25,5.050339545183473,3.33841728091413,1.6312160291859266,0.48008515277135416,Iris-setosa
+26,6.730107526830381,3.074188222162487,5.786083450312818,2.2613289016179774,Iris-virginica
+27,5.007458868323227,2.0,3.3143847320465474,1.0381775597274787,Iris-versicolor
+28,5.795161043444448,2.7007658564058286,5.08420446759657,1.9043923319807319,Iris-virginica
+29,7.734075223603552,2.598305875726881,6.9,2.312437243072089,Iris-virginica
+30,6.6910739197514655,3.035018223693143,5.491520492007523,2.1767751360024667,Iris-virginica
+31,5.381451472515723,3.9406328341516526,1.2848965308780096,0.47485488708540013,Iris-setosa
+32,6.715549515695865,3.0,5.011467820427929,1.7114974895976318,Iris-versicolor
+33,7.714137949819867,2.6034101707358848,6.8999988374726655,2.2968495659623542,Iris-virginica
+34,6.226558098488726,3.3722397873442187,5.3538244287711745,2.239759232527036,Iris-virginica
+35,4.872451933540743,3.0,1.3938209201123204,0.20191866217951032,Iris-setosa
+36,4.909388324100234,3.1177281484059636,1.5063600393069922,0.1,Iris-setosa
+37,6.057000739681499,2.9674445150380504,5.338411832621078,1.7746241838192742,Iris-virginica
+38,6.1018795560823476,3.360985939332679,4.566733674952056,1.6208097248559463,Iris-versicolor
+39,5.79130440686973,2.710879588333118,5.095016096707901,1.893151707915644,Iris-virginica
+40,4.810040306079704,3.0,1.3846052555455712,0.28925951043487147,Iris-setosa
+41,5.14771388900247,3.6473291356745454,1.4224538584488389,0.2274743750306213,Iris-setosa
+42,4.9011436713488505,3.0,1.4034564476659435,0.19963149131332072,Iris-setosa
+43,5.627390978259159,2.731990200813904,4.505177840700719,1.2563792374370286,Iris-versicolor
+44,4.493069955300036,2.319667352806005,1.292577104066644,0.3165023283461936,Iris-setosa
+45,4.4000005782519995,3.1702452191040305,1.297196165351939,0.2042060278684455,Iris-setosa
+46,6.263256241706935,2.9092342862794243,5.573351091846484,1.7977677342527292,Iris-virginica
+47,5.214225826454243,3.4026228694708336,1.392753811345186,0.19987030420286395,Iris-setosa
+48,7.715626477745817,2.6021127084644595,6.9,2.3055706718244773,Iris-virginica
+49,4.782523791126524,3.402565720774796,1.642286300162323,0.2011790776266538,Iris-setosa
+50,5.488559206430478,4.2,1.4011739646403987,0.2065352905450202,Iris-setosa
+51,6.490842202677933,3.2142481904488,5.114858679289588,1.9996725848899044,Iris-virginica
+52,4.9733179245024814,2.0,3.5440166818941554,0.9396862066075335,Iris-versicolor
+53,5.703587684480602,3.804913870104684,1.8518231279784148,0.3293225558486631,Iris-setosa
+54,6.520928903700151,3.0,5.798063153339979,2.2015358995302474,Iris-virginica
+55,6.708298294662874,3.3151378392757214,5.677473082600828,2.4999994726230996,Iris-virginica
+56,5.785757356207539,2.8932383093439915,4.351558757114468,1.347467390474058,Iris-versicolor
+57,7.6901653836299015,2.5795961211339793,6.9,2.3018115072908496,Iris-virginica
+58,6.555663657842617,3.133583501133015,5.277127698244648,1.9556309011758628,Iris-virginica
+59,5.011094788631161,3.0,1.6499628255524128,0.20085430693998318,Iris-setosa
+60,5.794087646910636,2.6937117957197008,5.100160379972177,1.8957154807267096,Iris-virginica
+61,6.665926965939817,3.2812108930497343,5.50551544091049,2.093534729044742,Iris-virginica
+62,6.572901597995145,3.0,5.747965031974784,2.180239265929399,Iris-virginica
+63,5.15963539327451,3.7624434070689867,1.4516346412930297,0.3633789369845107,Iris-setosa
+64,7.674557705402577,2.791429671785907,6.69054936567794,1.9872051167729146,Iris-virginica
+65,5.3394206924538725,3.701739984403663,1.5119642656408119,0.20137214747433224,Iris-setosa
+66,6.813932246711489,3.1563308252398454,5.902198422165794,2.3049198230919075,Iris-virginica
+67,4.400000457466629,3.2039642934141273,1.2942383326137914,0.19201422499085855,Iris-setosa
+68,5.500613705959652,4.2,1.4073081177555775,0.21336444495714646,Iris-setosa
+69,5.68244444125207,2.8790587288914056,4.201816837418109,1.3007795813756136,Iris-versicolor
+70,4.506616131256727,2.341106476085779,1.3026259201778159,0.3554053540190001,Iris-setosa
+71,4.9648737619948005,2.0,3.398323743021161,0.9624456775467753,Iris-versicolor
+72,4.650959867788486,3.227957962788036,1.4277979874571312,0.19645656425172725,Iris-setosa
+73,6.171454989609282,3.07119045596028,4.625994812632398,1.458646705574427,Iris-versicolor
+74,4.78011845432869,3.0,1.3734244220058112,0.10000010379066022,Iris-setosa
+75,7.6004715835894565,3.0,6.541982013308843,2.0980074459191758,Iris-virginica
+76,4.594663523297867,3.173203542573813,1.3896929364295463,0.2038529913261396,Iris-setosa
+77,4.783436265460426,3.0,1.4071799038735295,0.344289727510955,Iris-setosa
+78,6.7946795570003164,2.78699687749371,4.814290299675731,1.3924237403323674,Iris-versicolor
+79,6.717831872556292,3.3401204149647814,5.697893607804819,2.499999580621494,Iris-virginica
+80,5.836597098798839,2.708770364310171,5.087646033137521,1.9134470433432316,Iris-virginica
+81,4.997974994715236,3.0,1.6057054263474757,0.19776517133205346,Iris-setosa
+82,4.783481910407168,3.0,1.3923551824046636,0.2921247509621674,Iris-setosa
+83,5.529263453398154,2.4087653811950203,3.8552968398390797,1.0384308919101337,Iris-versicolor
+84,6.67068350092953,3.270184354790404,5.579580911440939,2.085222425852622,Iris-virginica
+85,6.8986486352831005,3.0876738418137735,5.126725390614512,2.2989569226816435,Iris-virginica
+86,4.83584139349669,3.0,1.4055115713825743,0.25403638501668324,Iris-setosa
+87,7.29255828023588,2.9068432543553184,6.3064716654549,1.7943317365694973,Iris-virginica
+88,6.533641926991854,3.0,5.7981552942491215,2.2201297054852587,Iris-virginica
+89,5.815929636069411,2.804139689310733,5.109532123154826,2.4082753529687206,Iris-virginica
+90,6.128067176274904,2.8055708682434797,4.720200097769129,1.19386050541568,Iris-versicolor
+91,6.3112307543392525,2.6783108673656946,4.944614948934632,1.7942286875526967,Iris-virginica
+92,7.669944084006962,2.6220334341248464,6.8999985994014725,2.2944105605389713,Iris-virginica
+93,5.824119576523115,2.814209443729387,5.095911363346787,2.3942168936847796,Iris-virginica
+94,4.8970618943893545,3.128561500375919,1.487022268385937,0.10000009142710926,Iris-setosa
+95,7.727826338010105,2.6040219316214013,6.9,2.306439454625046,Iris-virginica
+96,7.726693636077075,2.607072067430823,6.9,2.3170511943649577,Iris-virginica
+97,7.410664465925196,3.0,6.386435618277689,2.1217034278071396,Iris-virginica
+98,4.879962305276127,2.397735833174263,3.107479719308722,1.0065295267052707,Iris-versicolor
+99,7.744053629985773,2.639637769402115,6.9,2.306561396344742,Iris-virginica
+100,5.809330701706921,2.8156343235539114,5.138409051220839,2.4013157713909252,Iris-virginica
+101,6.011525957595472,3.3932524377876594,4.535409917820073,1.5974658148263283,Iris-versicolor
+102,7.602761010289505,3.0,6.571400245865166,2.098410540077847,Iris-virginica
+103,5.968354116823986,3.4077333454785883,4.46325430547835,1.589726552310509,Iris-versicolor
+104,7.9,3.847265181359034,6.377598660339752,2.0063274330590906,Iris-virginica
+105,4.802631180860077,3.0,1.3959312161028623,0.34221838620495415,Iris-setosa
+106,7.081679212086309,3.0,5.806718947531511,2.1539468831984006,Iris-virginica
+107,5.697880793576526,2.862972145268834,3.979804629158163,1.2992499002329263,Iris-versicolor
+108,7.382497178380511,2.878540284121139,6.383756598883895,1.8166345873804486,Iris-virginica
+109,6.012579691446222,2.9065835814181935,4.469800125746485,1.5315930441993304,Iris-versicolor
+110,5.795287559669695,2.804260424078978,5.169297231238191,2.415539049342534,Iris-virginica
+111,5.824942486036888,2.8081111801541025,5.121554163463715,2.4064598704277964,Iris-virginica
+112,5.653065632166043,3.0,4.070847837070254,1.2811158480303757,Iris-versicolor
+113,4.993839210652763,2.0,3.4795419110100783,0.7628120297683868,Iris-versicolor
+114,5.7312133468359026,2.9952886869364987,4.506841885496048,1.429401676791818,Iris-versicolor
+115,5.370237898660224,3.4655943622665246,1.4441762446324158,0.29639766671732903,Iris-setosa
+116,5.459635793924116,3.4074076620016336,1.9249086805421467,0.20000995827154858,Iris-setosa
+117,7.697081251457335,2.6008375943488353,6.9,2.276261093547737,Iris-virginica
+118,4.994480161306765,3.4047965173961847,1.6351248759761923,0.42378704646391346,Iris-setosa
+119,6.558833471661722,3.0,5.527893361846994,1.8046143614462689,Iris-virginica

iris/tab_ddpm/4_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/4_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/4_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/4_4/14/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.5464576680492685,2.4298330798946566,3.741528041680532,1.00751022003147,Iris-versicolor
+1,6.388572204375787,2.8911675477500394,4.305884993765743,1.2956538242476336,Iris-versicolor
+2,5.9177166882104615,2.78727301877079,4.632709195084035,1.1798739679595314,Iris-versicolor
+3,4.9815118266931755,2.0,3.2325557291559863,0.9441460396845744,Iris-versicolor
+4,5.578052117627879,2.940815199644397,3.5451162873339888,1.3142831177932335,Iris-versicolor
+5,4.600239707264206,3.6472539323282183,1.0,0.1983132048549789,Iris-setosa
+6,6.522517322782644,3.0,5.518343175357613,1.8127381026512248,Iris-virginica
+7,6.520861611410572,3.0,5.499714466607403,1.8054389785990614,Iris-virginica
+8,4.597075300942811,3.1847080394528198,1.4011609731630401,0.19464339288389315,Iris-setosa
+9,5.192654285612544,3.405345088914319,1.3972419650339116,0.20104914250727396,Iris-setosa
+10,5.745870867638857,2.827219279914299,4.493243578342544,1.330185942010859,Iris-versicolor
+11,6.329512016310384,2.774953807866404,4.942647563238416,1.7760061481832645,Iris-virginica
+12,6.218009773833749,2.910440514258922,4.298512285803766,1.282718598895935,Iris-versicolor
+13,5.416443554767163,3.4149703835883125,1.7600275128587792,0.2026298437371498,Iris-setosa
+14,5.571630100737588,2.476030179622426,3.834672886733253,1.0362953874899428,Iris-versicolor
+15,4.893507187184026,3.0,1.4011327211508666,0.19356662052630835,Iris-setosa
+16,7.390082746389095,2.9016115562704115,6.370356840059373,1.8037273545987969,Iris-virginica
+17,5.619326227344678,3.0,4.060793067455283,1.2585348840041526,Iris-versicolor
+18,6.548606696607936,3.2228695521281225,5.086380852313234,2.0353849530013393,Iris-virginica
+19,7.250573552265639,2.9227020526414065,6.256830868686071,1.8037546839981777,Iris-virginica
+20,6.695689659470449,3.303343609025583,5.6919929815761865,2.0958030066375937,Iris-virginica
+21,5.138294170497036,2.3870775095118475,3.5857049747838134,1.0172622814769552,Iris-versicolor
+22,6.06671382191858,2.7984942201181826,4.685695915898687,1.1918906845065007,Iris-versicolor
+23,6.736034641061893,3.1030362779190717,4.740891374877382,1.5177783820706376,Iris-versicolor
+24,5.350382703034048,3.409814711773064,1.5302088666191753,0.4329405401442865,Iris-setosa
+25,6.296478593281534,2.3182021792993712,4.417668180571001,1.3057628553422986,Iris-versicolor
+26,6.674614625767477,3.2906546041541307,5.624078695688206,2.100841866260269,Iris-virginica
+27,5.852364051080325,2.9007295887996762,4.499171229784308,1.4234006521016667,Iris-versicolor
+28,6.730559783793215,3.246577843564089,5.845546413723981,2.1701216175180282,Iris-virginica
+29,6.104864339311504,2.8070724003193046,4.707745245781904,1.2112436279492051,Iris-versicolor
+30,5.928784867491924,2.9028257363360295,4.503055686839067,1.495131541861941,Iris-versicolor
+31,6.734924572360218,2.5110475004854043,5.894788500544367,1.8049098911573143,Iris-virginica
+32,6.290802797285626,2.5716460665154743,4.9730753547011854,1.8460246495395247,Iris-virginica
+33,5.7940469619730655,2.8577913708811464,3.886913366783956,1.2670900335521122,Iris-versicolor
+34,4.59583656876748,3.2180129654446925,1.3938827183353037,0.1973342484950752,Iris-setosa
+35,6.068638030927888,2.2072041228471564,4.056045531942219,1.0654042160696977,Iris-versicolor
+36,6.292363826082221,3.3027320469969137,4.6888641493612075,1.5990553597436883,Iris-versicolor
+37,6.720018907786877,2.994062208766346,4.930167870236687,1.6560322192232246,Iris-versicolor
+38,6.849623569710219,3.160953138776526,5.866462550866951,2.2617984716712445,Iris-virginica
+39,6.807050026949466,3.0920177627920897,5.098725640681526,2.3244634138910514,Iris-virginica
+40,4.631655944766695,3.615010322138485,1.0000005381083912,0.19683280832741168,Iris-setosa
+41,7.088255496014782,2.904172223025078,6.179977789960055,1.7854978908314993,Iris-virginica
+42,4.772989975498091,3.380866923661242,2.0890469668448963,0.19986118861323227,Iris-setosa
+43,6.2803794439433185,2.4884371936643697,5.019637750014275,1.8897154132321725,Iris-virginica
+44,5.564434716406996,3.7516807245664054,1.5678460432606978,0.3017478833926857,Iris-setosa
+45,5.558739925134676,2.5467895656413173,4.231075154804727,1.1252072604471175,Iris-versicolor
+46,5.542734480045053,2.621064062053376,4.4172933664598135,1.2093991883901951,Iris-versicolor
+47,7.035094578918395,3.0,5.826365746309125,2.0919185845215233,Iris-virginica
+48,6.7155211494252685,3.3090199613280644,5.749419917143027,2.5,Iris-virginica
+49,4.998787367030781,2.0000006184131522,3.4420099813037037,1.0227861461562495,Iris-versicolor
+50,5.012713153050267,3.5469206039029793,1.394976611170928,0.19947582111093776,Iris-setosa
+51,4.942823591646711,3.598495987402602,1.4130143073832244,0.20025002769100902,Iris-setosa
+52,4.497032799353733,2.3086417804451385,1.3244117551266203,0.29402348975725273,Iris-setosa
+53,6.274866899871588,2.8564468218496692,4.350179834017901,1.2238491740117887,Iris-versicolor
+54,4.992958598491203,3.6596255137652087,1.4016795499330175,0.19596900822480542,Iris-setosa
+55,4.994156443507602,3.6095481875691187,1.413652293535301,0.20044721905509622,Iris-setosa
+56,5.986994705730025,2.792562470461543,4.6557497729479635,1.1556761598784946,Iris-versicolor
+57,7.523291567882205,2.7783805948599176,6.554828394823062,1.9473781421068281,Iris-virginica
+58,5.118747376414578,3.4151322477667394,1.4048753958645908,0.1985990127360985,Iris-setosa
+59,5.3442899907684245,3.3932555502166295,1.530009056302,0.4090353991968436,Iris-setosa
+60,6.283385028476848,2.8499314478510103,4.27350446925827,1.2385021272288441,Iris-versicolor
+61,5.938130959598663,3.0,5.114163977582269,1.8063718542716942,Iris-virginica
+62,6.6947050330977325,3.1055166282111313,4.715862775879376,1.4939145234395377,Iris-versicolor
+63,5.500408480936515,3.0,4.469686643416786,1.5140049085849763,Iris-versicolor
+64,5.910944102208173,3.2056372183259305,4.765297437140205,1.8037575666998666,Iris-versicolor
+65,5.734446706949873,2.710638718205758,4.33881128951828,1.1645180174955925,Iris-versicolor
+66,6.253369285511797,2.8995696167831104,5.5402732837165365,1.8033834685061276,Iris-virginica
+67,6.571649145522804,3.216630232486308,5.276549049499823,2.0135309406584643,Iris-virginica
+68,5.540692511064749,2.5185841347877465,4.079153733231703,1.1508665245486283,Iris-versicolor
+69,6.114012208928255,2.7931462637487656,4.668097474862485,1.2135592422596735,Iris-versicolor
+70,7.6870012940545305,2.5984245107787833,6.9,2.299876052598502,Iris-virginica
+71,6.222741333552541,2.206473283334303,4.46714092429443,1.4336098662237124,Iris-versicolor
+72,4.981342809459459,2.0,3.445923768716707,1.008970222776311,Iris-versicolor
+73,4.866777651992464,3.0521552740511946,1.4838561162511144,0.10000010138125329,Iris-setosa
+74,7.6731764631864685,3.0,6.628947768737913,2.130729956420065,Iris-virginica
+75,4.955230066457605,2.407486761916643,3.266990540097563,1.0090968942554142,Iris-versicolor
+76,4.483675191264268,2.240710619106868,1.3247774320849066,0.28994077891241893,Iris-setosa
+77,4.79495643288149,3.4017178852915775,1.5726463927934233,0.20107896764223912,Iris-setosa
+78,4.776798119993456,3.0,1.413961643010973,0.1,Iris-setosa
+79,7.1700200709388975,3.0,6.019691635939384,2.108942989622321,Iris-virginica
+80,5.012046953158359,3.6711553985458694,1.4013122013530945,0.20836619101383316,Iris-setosa
+81,4.5876991789084185,3.6188423315136067,1.0,0.20080731055562107,Iris-setosa
+82,5.6188401687323175,2.8896409717872613,3.652314856580153,1.2947198430719566,Iris-versicolor
+83,5.975288828488374,3.0,5.106190093332138,1.801527967820146,Iris-virginica
+84,5.320923113877412,3.679587571622662,1.5191791628486346,0.20402477862803503,Iris-setosa
+85,6.00618214782785,3.397159541835502,4.52017824402852,1.6122150226742815,Iris-versicolor
+86,6.043208183259292,2.8166115778365834,4.642565459000604,1.2376104633861529,Iris-versicolor
+87,4.876553297148859,3.0,1.4154780893488854,0.1,Iris-setosa
+88,4.4,3.169666615676827,1.3249165284328308,0.20474241620811143,Iris-setosa
+89,5.784604267610195,3.0,4.510185190771916,1.5382688345010824,Iris-versicolor
+90,6.312611026105696,2.666165287713497,4.853981642182266,1.804520063315655,Iris-virginica
+91,6.155593161606966,3.395622174052608,5.402096025928409,2.2817063518116587,Iris-virginica
+92,5.577909295714453,2.6214546989730834,4.289501100821641,1.2145667537161315,Iris-versicolor
+93,5.348188966668319,3.8997254237859096,1.3140285124842213,0.33134240156527145,Iris-setosa
+94,6.270053607839604,3.313137206979233,4.68883657433866,1.6170072952566297,Iris-versicolor
+95,5.0520495644939665,3.4071525909877396,1.8523053430865177,0.41520068906874746,Iris-setosa
+96,6.243589254259681,2.1842511768015753,4.512322002835194,1.4827093736872523,Iris-versicolor
+97,5.487357363409128,3.0,4.515100334155002,1.5151550781270358,Iris-versicolor
+98,6.027673257729374,2.7967756511794044,4.703681167661505,1.2072418846928752,Iris-versicolor
+99,7.32149609872605,2.8946657244946907,6.299487238856675,1.789386909681806,Iris-virginica
+100,4.909408815706614,3.1372980888100326,1.5156093313278496,0.1,Iris-setosa
+101,5.119777978722217,3.6882498257348497,1.5085364568115882,0.3846470796011326,Iris-setosa
+102,5.197173765116124,3.3908704317237115,1.3943252698201445,0.19573560749472907,Iris-setosa
+103,6.05290249878548,3.3659942222315067,4.527255315996741,1.5880668046534736,Iris-versicolor
+104,6.652389358042477,3.1693619818845153,5.091696020666759,2.1681870749314456,Iris-virginica
+105,6.499672277927475,3.0,5.778414898026597,2.2008664905416846,Iris-virginica
+106,4.889887909169108,3.0,1.370182733268825,0.21004466955154338,Iris-setosa
+107,4.814256661555248,3.0,1.4102753329439413,0.1,Iris-setosa
+108,5.765783034650441,2.705389604441821,4.1405810808769274,1.1313863059138256,Iris-versicolor
+109,5.996634658573412,3.3582490252896973,4.530373011004486,1.6184562705318548,Iris-versicolor
+110,6.238226202939064,2.863286806159598,4.236890120077042,1.2160259087649734,Iris-versicolor
+111,7.523598225821002,3.0,6.561081686943151,2.101725036311578,Iris-virginica
+112,7.028088151454585,3.0,5.6516814393292165,2.190726604156618,Iris-virginica
+113,4.780066616706549,3.4049123130808026,1.6799459011094933,0.19575891294903902,Iris-setosa
+114,5.019700798120433,3.599189274674935,1.3856989303360137,0.20338026356964864,Iris-setosa
+115,5.54781817739889,2.8960191054211912,3.4973163032428545,1.307066817738698,Iris-versicolor
+116,4.814941086235478,3.4017406197674256,1.8796160670908137,0.20123613532387852,Iris-setosa
+117,4.961589687695575,3.6019009392750347,1.3814864701753538,0.20318327962043853,Iris-setosa
+118,6.717705666570797,3.271815084258717,5.685703026356008,2.1255605451714774,Iris-virginica
+119,6.677241804468624,3.2681535082283815,5.613552195007741,2.5,Iris-virginica

iris/tab_ddpm/4_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/4_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/4_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/4_4/15/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.694174382178174,2.7937836938091416,4.499332978959699,1.2975270358630693,Iris-versicolor
+1,6.282419540732982,2.860866916527283,4.275061748157886,1.2725617738093942,Iris-versicolor
+2,5.552085611667891,3.0,4.49137225831302,1.5122785419289617,Iris-versicolor
+3,4.991097408552859,2.0,3.547309014731619,0.872423575124355,Iris-versicolor
+4,4.779079670541777,3.0,1.3605168299006474,0.1,Iris-setosa
+5,5.625468515207332,2.7365458038903205,4.473210480845618,1.2733111372802703,Iris-versicolor
+6,6.006886091651807,2.9739415375510654,4.5704360931006995,1.535458874493337,Iris-versicolor
+7,6.159879921606677,2.1944492540453675,4.479089327294535,1.496739996032904,Iris-versicolor
+8,6.844495039701439,3.1011299795816494,5.099815705583696,2.2801807871451776,Iris-virginica
+9,7.7012913212519045,2.5948818555252458,6.9,2.295723744649042,Iris-virginica
+10,4.942417981273078,3.4674193034176537,1.5100307993864817,0.21657354274970186,Iris-setosa
+11,6.2715670150215175,2.9046425217550293,5.541827572835347,1.7964899280561233,Iris-virginica
+12,4.873837270991846,3.0534503885972692,1.4709369989649217,0.1,Iris-setosa
+13,6.916631112863116,3.071418194388193,5.949896245331038,2.1680052843848916,Iris-virginica
+14,7.899998952665956,3.7750453056860636,6.448050674099843,1.9946221047125015,Iris-virginica
+15,5.074382039888044,3.5110588765366897,1.3773238522521445,0.20216415024303497,Iris-setosa
+16,4.987206326842959,2.0,3.4274241960736886,0.9199113648681156,Iris-versicolor
+17,5.6443610185393,2.881142104433997,3.582444067083067,1.3029241287640845,Iris-versicolor
+18,6.7555071254529695,3.290542919080963,5.709447730427342,2.5,Iris-virginica
+19,4.872999599095157,3.0,1.4453400067632536,0.10000009604498289,Iris-setosa
+20,5.663829744969518,3.777665383334615,1.8449393556724303,0.38276194345770914,Iris-setosa
+21,5.656806892573225,3.0,4.485314201700129,1.4827928582363068,Iris-versicolor
+22,5.0364810603081605,2.0000008219724976,3.396304355335227,1.0324712965018068,Iris-versicolor
+23,6.708637584148544,3.0,5.01258471322224,1.7021783215164819,Iris-versicolor
+24,6.300478267218804,2.58033474195259,4.942296887152286,1.8222780593944516,Iris-virginica
+25,5.998918826710053,2.193926536424967,3.9423953213408014,1.0288542178492701,Iris-versicolor
+26,4.787330231066055,3.3945285006051993,1.8366677467686665,0.19467422618796087,Iris-setosa
+27,6.001518176779472,3.313088367871621,4.634100348569935,1.656461761487081,Iris-versicolor
+28,6.915802453499151,3.0834852180888968,5.112224792007371,2.2882534465498803,Iris-virginica
+29,5.8799586083864,3.2187042252588105,4.753614626959186,1.8137094285033577,Iris-versicolor
+30,6.709057770738948,3.0,4.977389695961439,1.6718250029304957,Iris-versicolor
+31,4.506386216825993,2.298532458377275,1.3147316861257838,0.35224132567882965,Iris-setosa
+32,5.385293043268755,3.9317473836823797,1.2708732886982845,0.383677916047032,Iris-setosa
+33,4.89248228216955,3.093480725347715,1.484352103589075,0.10000014804427367,Iris-setosa
+34,6.697505904930777,2.4851660404023206,5.780556744957433,1.8126159210109853,Iris-virginica
+35,4.604895441354448,3.5937455992966907,1.0000005211279817,0.19611764786372105,Iris-setosa
+36,5.107567784801685,3.4899382199398166,1.3810250837384528,0.19735507926592571,Iris-setosa
+37,7.274396549104683,3.0,6.166593708023653,2.031787528680155,Iris-virginica
+38,5.475424298488276,2.5900516235966684,4.406960511972014,1.24839854301416,Iris-versicolor
+39,7.050917518070149,2.915096621853658,6.082670545576617,1.7970208448774956,Iris-virginica
+40,4.989326928175769,3.0,1.5458700649659918,0.20105134074956046,Iris-setosa
+41,4.896791527751406,2.3995199307230353,3.5693792011200856,1.0161770361242757,Iris-versicolor
+42,6.195316829093123,3.318677967969999,4.650234862638368,1.5978400943063882,Iris-versicolor
+43,6.725589485294942,3.3162588242094357,5.696804914028442,2.499999523679902,Iris-virginica
+44,6.696217186608936,2.5114731015882548,5.847393516550319,1.8078309611337724,Iris-virginica
+45,6.651608014291679,3.2621773753483305,5.567689690137152,2.098775264171431,Iris-virginica
+46,6.343960100173363,2.8724502760805124,4.286531128669909,1.289536404052437,Iris-versicolor
+47,5.803444967400793,2.8006351900563864,5.14460670027293,2.402072562759569,Iris-virginica
+48,6.148595023945272,3.3434336201396877,4.592174228068174,1.6030443311575566,Iris-versicolor
+49,4.990986841886926,2.0,3.4830156927789027,0.9365644076707922,Iris-versicolor
+50,7.692293553970249,2.619591122176255,6.9,2.301813577522031,Iris-virginica
+51,4.930205796099309,2.4043890159495827,3.4984911136811876,1.039880933249254,Iris-versicolor
+52,5.235948156246991,3.4076521546593854,1.400639918945438,0.20096654450280219,Iris-setosa
+53,7.710553767095405,2.6084240677530395,6.9,2.309974533019889,Iris-virginica
+54,5.473491279709719,4.2,1.3690600394630166,0.19912489800525685,Iris-setosa
+55,4.894565247769527,3.0,1.3931016655597548,0.20213390458565822,Iris-setosa
+56,6.633170360545131,3.1648108892763953,4.711586855522096,1.5263319632871744,Iris-versicolor
+57,5.407215015541056,3.383718680251825,1.7963340769182237,0.20063076708036098,Iris-setosa
+58,6.246820323145499,2.295814680107935,4.383333421606292,1.2851225171236584,Iris-versicolor
+59,6.708814200582923,3.019158596629955,5.4755443639949934,2.2746663590602685,Iris-virginica
+60,5.684081806856271,2.587011267308491,4.0233702409568615,1.1080413404638192,Iris-versicolor
+61,4.799981200889442,3.4031758309200693,1.813384842565988,0.20172927814133207,Iris-setosa
+62,6.459880605872513,3.0,5.819722353497506,2.2183997000937223,Iris-virginica
+63,6.718222659449661,3.263332190259633,5.719609271990237,2.1278488978883017,Iris-virginica
+64,5.8130271473961495,2.6890253273862528,5.13588431043353,1.9117003417215688,Iris-virginica
+65,5.973493852173231,2.919320381808887,5.0496480951568845,1.8250835847277085,Iris-virginica
+66,7.67100217265287,3.0,6.656379964209529,2.0901236346698653,Iris-virginica
+67,6.37371412229334,3.1755148134047624,5.0910201146073195,2.002221571506306,Iris-virginica
+68,5.4517849821932005,3.38328851735411,1.8796224738730167,0.19953984851792417,Iris-setosa
+69,6.131314213689145,3.263250700142165,4.661018033250379,1.5962819539703852,Iris-versicolor
+70,4.999906340875846,2.0000005864820203,3.345269900169513,0.9834821428552276,Iris-versicolor
+71,6.1378010453955625,2.8179845739267178,4.717235239052598,1.2546410910110009,Iris-versicolor
+72,6.718255813781375,3.2914201960311247,5.7425463358919195,2.1052957541860113,Iris-virginica
+73,6.139646848926107,2.236129014635418,4.22851539348535,1.1783702799751563,Iris-versicolor
+74,7.7109000039813775,2.606976844132217,6.899998613793301,2.305080950962098,Iris-virginica
+75,6.70921987844678,3.0,4.9794582463071775,1.6965983788072014,Iris-versicolor
+76,4.4,3.2346734719931,1.2983857440306286,0.208063301505362,Iris-setosa
+77,5.991264756627821,3.3986099993122543,4.506124798609545,1.6077838880525315,Iris-versicolor
+78,7.518682999393838,2.843852851499485,6.529435183616642,1.9268891337934886,Iris-virginica
+79,6.69319051033723,3.073157685771399,4.65254666837431,1.5167985620993076,Iris-versicolor
+80,5.292740091389105,3.7180311227375213,1.5016304752556784,0.2017749040756952,Iris-setosa
+81,6.707678160880786,2.4901788148019874,5.822170501993663,1.8032853251801877,Iris-virginica
+82,6.488810264306197,3.0,5.431001484201809,1.8118507283647471,Iris-virginica
+83,4.998121291358136,2.0,3.2020720867797205,0.9447151769984337,Iris-versicolor
+84,5.49940667393428,3.0,4.509614698617536,1.5071624705298767,Iris-versicolor
+85,6.272682609956762,3.37694459807204,5.43886769818266,2.266161620432035,Iris-virginica
+86,6.658012947562514,3.2842200617993456,5.565307740921598,2.0860748116683028,Iris-virginica
+87,5.460658340838659,4.199999154929382,1.360062161383841,0.19915008222656144,Iris-setosa
+88,7.3792004883381175,2.8970437115155105,6.354291748554542,1.8160747136423836,Iris-virginica
+89,6.2020440070859255,2.9810158653069077,4.643548341239088,1.5451996162592263,Iris-versicolor
+90,6.6968039317067785,3.0,4.989668596470798,1.6980631180308199,Iris-versicolor
+91,6.520111190174443,3.0,5.782494332021445,2.1676166026643324,Iris-virginica
+92,5.4332819752426476,3.9095481438223922,1.307889440882236,0.40923080584592675,Iris-setosa
+93,6.372176461686648,3.0,5.25385325469753,1.8307516223162472,Iris-virginica
+94,4.600838107045309,3.6703721158792937,1.0000005713331221,0.1988971139509014,Iris-setosa
+95,5.489944793138349,4.199999282337969,1.4084851571926666,0.19673567840626116,Iris-setosa
+96,4.617713930723658,3.1752834351583092,1.3928665390620774,0.20542913586232833,Iris-setosa
+97,6.215567347378543,2.235526146697182,4.474213397485199,1.473178149466905,Iris-versicolor
+98,5.4883930473152285,4.199999252282499,1.3877319445357053,0.2027174509927125,Iris-setosa
+99,4.60301680220452,3.1545115855179047,1.4141875690674337,0.20289950741312274,Iris-setosa
+100,5.822645411661376,2.8068185031290986,5.143395682856459,2.3890830011698356,Iris-virginica
+101,5.73019297283067,2.8522261323610985,4.0128245590863365,1.2648892134249992,Iris-versicolor
+102,6.247996733754869,2.1982480837897076,4.499201970098503,1.4783453921370526,Iris-versicolor
+103,5.455718984918187,3.0,4.4695390578492855,1.5002993596506473,Iris-versicolor
+104,5.2588968053228005,3.6693536821131,1.4875478847427341,0.19490516182052925,Iris-setosa
+105,6.70911323999537,3.0,4.999421263563338,1.6984835974933952,Iris-versicolor
+106,6.7762896579115965,3.2062264648210874,5.8518474204580935,2.2849987546759953,Iris-virginica
+107,4.585303230989607,3.6782636405485447,1.0,0.199254304086738,Iris-setosa
+108,4.887436018337276,3.0363787609794994,1.463337214136374,0.10000011231387743,Iris-setosa
+109,6.7586516370517415,3.154498867938452,5.5867841386364105,2.2652495295231656,Iris-virginica
+110,6.364109052190677,2.8549629905192937,4.273217951882823,1.271979271302731,Iris-versicolor
+111,5.789364926130743,2.8081226518057463,5.083993500046415,2.406263631522801,Iris-virginica
+112,6.172087373771322,2.1974290554247817,4.50823522535629,1.5241087867812535,Iris-versicolor
+113,6.059855049742171,3.4000502540459023,4.575402523290627,1.6151258583086572,Iris-versicolor
+114,5.628800642943814,2.5277642812073458,4.223644309479832,1.100627500272018,Iris-versicolor
+115,5.978509703390016,2.173512615576097,3.9827308293273664,0.9307132595726806,Iris-versicolor
+116,6.921787783619382,3.061032768354213,5.205848098063611,2.2908258811586433,Iris-virginica
+117,6.240967596626275,2.709428895467315,4.977892320666705,1.8073249700197986,Iris-virginica
+118,5.122250444442398,3.325251968485083,1.6867676524147688,0.5474460794445306,Iris-setosa
+119,4.501041872205009,2.331703848138622,1.3167514312304005,0.31253190264226643,Iris-setosa

iris/tab_ddpm/4_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/4_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/4_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/4_4/16/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.898330669847704,3.0,1.3784982882603516,0.19344489720268943,Iris-setosa
+1,5.558012710789269,3.0,4.505606782350806,1.5463634310294732,Iris-versicolor
+2,6.568222398857628,3.0,5.826157883099308,2.226816368876712,Iris-virginica
+3,6.683991589710102,3.1066586737641138,4.608215343633861,1.4803047258206579,Iris-versicolor
+4,6.6657671597347266,3.245653287314891,5.663763660621236,2.091485157105949,Iris-virginica
+5,6.6868361025954535,3.3005889818009715,5.704559181162728,2.5,Iris-virginica
+6,6.684190758642528,3.107732136475942,4.710251389868041,1.5046334202204286,Iris-versicolor
+7,5.927223822076613,2.1791625010307505,4.013729831449991,1.0040766581979288,Iris-versicolor
+8,4.966577591243731,3.2221124443730567,1.5040776392557895,0.5659384069265645,Iris-setosa
+9,5.204079161725962,3.415322503865851,1.3981905657743916,0.203768181348689,Iris-setosa
+10,5.462020551085103,2.4003578131706798,3.6092874971633813,0.9368420322887407,Iris-versicolor
+11,6.7038092173344435,3.3005391211464383,5.683535030082594,2.4999995798086263,Iris-virginica
+12,5.813394673717406,2.718840170721252,5.071079968508521,1.8938386828852665,Iris-virginica
+13,5.480076164900897,3.0,4.488655411763014,1.4909033034669632,Iris-versicolor
+14,5.02647918472923,2.3663929798574417,3.4716201672593767,0.9477954198001144,Iris-versicolor
+15,5.154008157297895,3.4114558676201288,1.4519694286101217,0.19914038250422583,Iris-setosa
+16,5.592897048721808,2.995792102123297,3.8288285924918153,1.2968634742901957,Iris-versicolor
+17,5.788064636781629,2.7926792956189326,5.119195974552577,2.390529459847894,Iris-virginica
+18,5.63109077096353,2.887614686965105,3.7613483585565115,1.2939166736958325,Iris-versicolor
+19,4.772140826558434,3.3878893899165523,1.7072807484322567,0.19755051973159346,Iris-setosa
+20,5.817387279386618,2.3111017879420026,3.8537717621053815,1.0482894610618645,Iris-versicolor
+21,5.3868224286136845,2.404797306868944,3.6968267754229513,0.9519572795565325,Iris-versicolor
+22,5.013816367939493,3.373315422022509,1.5762900184820272,0.4585440704682914,Iris-setosa
+23,5.804511120315408,2.706407192625236,5.115536170774627,1.8908491007895127,Iris-virginica
+24,5.315470566264381,3.7034660185779855,1.4972420904708623,0.20164163786973754,Iris-setosa
+25,6.24563962074515,2.2667633704444587,4.4197756305920715,1.4180242892273964,Iris-versicolor
+26,4.4,3.2128850370339768,1.2922479991280151,0.1982691234815102,Iris-setosa
+27,6.623383232451161,3.0,4.419946876014242,1.4092770435930393,Iris-versicolor
+28,4.956534904831108,3.0,1.4680509232546284,0.1931674525589775,Iris-setosa
+29,7.697566277170011,2.561864971716166,6.9,2.3102575693873897,Iris-virginica
+30,5.8184339031333865,2.7181530889875947,5.107352919696792,1.9186651429707569,Iris-virginica
+31,4.783490733652648,3.396805364972728,1.7974792369647352,0.2070377832086147,Iris-setosa
+32,4.4,3.223187230651071,1.2884405352081703,0.20247411284094533,Iris-setosa
+33,6.77825500948141,3.190586553462568,5.893588033652357,2.2629785653993126,Iris-virginica
+34,6.408050693473711,3.0,5.4311812449914285,1.7906488026957659,Iris-virginica
+35,5.696793745422343,3.0,4.162324137510067,1.1945553958062283,Iris-versicolor
+36,6.697412179630348,3.2600258656360865,5.6936613558158085,2.499999227679493,Iris-virginica
+37,4.585252885120952,3.62177546759294,1.0,0.19760988483206554,Iris-setosa
+38,4.766700897911463,3.0,1.3806902176797764,0.1,Iris-setosa
+39,5.095160123989018,2.4013576685780507,3.9023600783570505,1.072839551143029,Iris-versicolor
+40,5.0025855593226725,2.0,3.4988697707696783,1.0139616329454806,Iris-versicolor
+41,5.653533899336269,2.872162873322675,3.768932130342063,1.297757937959776,Iris-versicolor
+42,6.521855360404185,3.0,5.7521151560778945,2.2024835156011706,Iris-virginica
+43,6.657934842245837,3.2383940619993985,5.775962341126814,2.2730870863467363,Iris-virginica
+44,7.9,3.692057833360353,6.438888593434439,2.0462141975293267,Iris-virginica
+45,6.033718463855349,3.388180505078531,4.582441951041252,1.6283794147388446,Iris-versicolor
+46,6.68656804639545,3.308019438272216,5.7956198421283585,2.499999287623057,Iris-virginica
+47,4.817780882407502,3.40455220792608,1.7102921824893653,0.2014897458533142,Iris-setosa
+48,5.535755056320301,2.4594627733453676,3.9518252276676575,1.0869480904112288,Iris-versicolor
+49,5.153410725181415,3.292604067637681,1.6110598418881061,0.5137969874210743,Iris-setosa
+50,6.658868139492187,3.3100350890205936,5.707982763677971,2.4999996054394815,Iris-virginica
+51,5.00576475957554,2.000000611116945,3.4878362867921813,0.9031806928382766,Iris-versicolor
+52,4.8988370132037735,3.0,1.3914501373559387,0.19865878999690523,Iris-setosa
+53,6.2788297085565095,2.717738924339973,4.904704257075863,1.7916528074123124,Iris-virginica
+54,5.579252245313705,2.501376496524083,3.8372896210328613,1.0589669329564588,Iris-versicolor
+55,6.721756947268352,3.0,5.029437482123349,1.7113627148636317,Iris-versicolor
+56,5.918231291917901,2.8111912300644217,4.582808840678101,1.2799989173697601,Iris-versicolor
+57,5.970582143166398,3.4120589929933494,4.525435262494217,1.5851839134863797,Iris-versicolor
+58,7.601699389087897,3.0,6.595660707399448,2.088676663266685,Iris-virginica
+59,5.877365248628629,3.0,5.137014837222066,1.8015259821460807,Iris-virginica
+60,6.620666609358793,3.1375089768568443,5.415755367013435,2.029377110915623,Iris-virginica
+61,5.470218726699045,2.4410570969853604,3.8052447723217226,1.0386684637676418,Iris-versicolor
+62,6.710439148186043,3.3045496900742357,5.683812038496875,2.499999637923877,Iris-virginica
+63,5.7935324323488055,2.697339219163344,5.104820932939269,1.8827009425930752,Iris-virginica
+64,6.4716684679132825,3.2369285004477426,5.21079146324987,2.126965860779145,Iris-virginica
+65,4.588886782124883,3.613214847519412,1.0000004250901198,0.19168435904856168,Iris-setosa
+66,5.151239035565195,3.4502989800344697,1.3974477462685357,0.19824289649630183,Iris-setosa
+67,6.517444174520505,3.1852747002916453,4.730935460037076,1.5198034475447804,Iris-versicolor
+68,6.326172193937463,2.7208735668795256,4.856373606775399,1.7761027533673335,Iris-virginica
+69,6.776911426594693,2.6971262107723284,6.025965903545174,1.7844272394512393,Iris-virginica
+70,4.801011919556565,3.3959722462593973,1.618869368532524,0.2043049800129044,Iris-setosa
+71,6.618573624590576,3.3463665871445625,5.7733822736131355,2.5,Iris-virginica
+72,5.018867727300567,3.571710472980902,1.4123949212831197,0.19915005641548483,Iris-setosa
+73,6.155650265279569,2.2171502438259294,4.461005457548915,1.4946098286886769,Iris-versicolor
+74,5.590146034387399,2.5015489226810828,3.918707814753586,1.1158339796554648,Iris-versicolor
+75,4.819613067525949,3.3954252898682036,1.8275778672082512,0.2032343114175049,Iris-setosa
+76,5.86655002586593,2.7996427459202424,5.118519002771706,2.3993013486237236,Iris-virginica
+77,5.355330625161265,3.5610648512094416,1.5174117691076887,0.20715903964424548,Iris-setosa
+78,5.828307463453618,2.8013424345474465,5.124809568318235,2.3982147821769897,Iris-virginica
+79,5.804909288420178,2.6940417126715155,5.081452995686351,1.8660865990701152,Iris-virginica
+80,4.892047518430462,2.4249689170038673,3.2157327263360336,1.0055567661558618,Iris-versicolor
+81,6.582511749586961,3.0,4.43329103464254,1.44321156678178,Iris-versicolor
+82,7.9,3.8406967589943726,6.36216334165189,2.0150603490582446,Iris-virginica
+83,5.19636354538895,3.382819090087946,1.401443072139367,0.2008811095332704,Iris-setosa
+84,5.4214454634486735,3.916974599730505,1.2854662389592613,0.45258621473002203,Iris-setosa
+85,6.137134064806437,2.815121641873541,4.6817112974944495,1.2127795783290694,Iris-versicolor
+86,5.949154507373724,2.956640763972164,4.50715650931564,1.4329473307001817,Iris-versicolor
+87,5.445396256115088,3.410562570427421,1.5075675129609778,0.40044938720939005,Iris-setosa
+88,7.301910494073188,2.902396639828804,6.318999188987651,1.830194593458356,Iris-virginica
+89,4.624768419474136,3.5379358725068015,1.000000458062439,0.20265198837201773,Iris-setosa
+90,6.694548453111401,3.085898587539304,4.641438619270067,1.4636049791891006,Iris-versicolor
+91,4.613778944975327,3.1482817620956998,1.379644202936686,0.20262206796232377,Iris-setosa
+92,5.462624071388962,4.2,1.3933945878517475,0.19365068591899937,Iris-setosa
+93,5.648032768847786,3.0,4.209660473673303,1.2457451629682779,Iris-versicolor
+94,6.965140370879955,3.1595246778418478,6.012481106364493,2.292447785643175,Iris-virginica
+95,5.981617370278825,3.4139958271633324,4.54296705989035,1.6407159331253025,Iris-versicolor
+96,6.770970275310495,2.5863703544926886,5.941736194348461,1.7935605933502634,Iris-virginica
+97,5.002971253092978,2.0,3.4864176807595206,1.0085271171087014,Iris-versicolor
+98,5.021508068664406,3.0,1.6963791234700238,0.19012722734720205,Iris-setosa
+99,4.813032589477024,3.405480239603036,1.5699036720430115,0.2006789921295335,Iris-setosa
+100,5.801644894306585,2.682184936329896,5.088269011742487,1.8915971755413672,Iris-virginica
+101,4.847380784245304,3.0,1.4017838620688017,0.1,Iris-setosa
+102,6.1544812645190605,2.2397785953415363,4.276012104559979,1.1427883687274392,Iris-versicolor
+103,4.994147325338827,3.0,1.633506775986782,0.19969200713218466,Iris-setosa
+104,4.912742753955205,3.107472520742547,1.4858747586917915,0.1,Iris-setosa
+105,6.69793311730984,3.0,4.969748241174299,1.6981735072419528,Iris-versicolor
+106,5.942154331880652,2.8955108744151046,4.57559932827049,1.2680262040137487,Iris-versicolor
+107,5.748431743454497,3.008048319675534,4.574107471367001,1.5696998200134575,Iris-versicolor
+108,6.664664344670919,3.020125971765429,4.524146363247641,1.457322155466568,Iris-versicolor
+109,6.109562628012325,2.941998107123927,4.598381345940574,1.3571229386369599,Iris-versicolor
+110,6.689062985992142,3.2901606875358196,5.727967437031423,2.5,Iris-virginica
+111,5.6073888730185715,2.8063127627223814,4.394937948578622,1.2936502040286049,Iris-versicolor
+112,6.682546538703651,3.3031188018232904,5.7032499951946924,2.5,Iris-virginica
+113,6.157028003221706,3.4069958371126297,5.467853411261061,2.304507671220945,Iris-virginica
+114,4.4,3.1887682692371415,1.3071385807226807,0.19581096514179064,Iris-setosa
+115,5.485455762969139,3.724460266016459,1.5730367018865121,0.35205806472707524,Iris-setosa
+116,4.612308262936522,3.197842210564915,1.4116058542992929,0.20087272598143385,Iris-setosa
+117,6.940663956969202,3.167412141103025,5.993014245900972,2.2790006852082345,Iris-virginica
+118,5.560378986947692,3.0,3.9700383648779045,1.3178850718930153,Iris-versicolor
+119,6.570860058375611,3.0,4.380798804120648,1.3775336598352086,Iris-versicolor

iris/tab_ddpm/4_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/4_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/4_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/4_4/17/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.460191856363472,2.496025501189099,3.9937471696142053,1.0959243041396767,Iris-versicolor
+1,6.679940519701515,3.0952321769042834,4.710334410487459,1.48748417110384,Iris-versicolor
+2,5.0253295408381655,3.3800630988751017,1.5976322396304943,0.4368259705954294,Iris-setosa
+3,5.300001483451503,3.506722134097983,1.4948576256680397,0.20366616579290306,Iris-setosa
+4,7.124297748562181,3.0590742350625613,6.108467542096903,2.210233539161863,Iris-virginica
+5,4.603283798190482,3.6003934821955923,1.0000007504782322,0.19959474906630964,Iris-setosa
+6,5.57633174999282,2.4355000538476275,3.7809557857138296,1.0256066947924105,Iris-versicolor
+7,6.237252591398012,2.902519810266714,5.589407786302091,1.8128737771217367,Iris-virginica
+8,5.078629284350271,3.3013355069945423,1.7358393757970894,0.4754705216974914,Iris-setosa
+9,6.318098679821779,2.900728695941612,5.621585388344304,1.795925179902771,Iris-virginica
+10,5.81069252438624,2.713355357902577,5.125217820449582,1.9038811230427537,Iris-virginica
+11,7.899998813893355,3.7519922528838965,6.438864435318473,2.0069807377964235,Iris-virginica
+12,5.791382915113211,2.3963107953293488,4.000991140592485,1.0220526342132685,Iris-versicolor
+13,5.720015923383706,3.0,4.18370251580269,1.153683690335871,Iris-versicolor
+14,6.520835289067204,3.0723015349920377,5.361558221306277,1.8958569053408403,Iris-virginica
+15,4.886110782835374,3.0,1.3955628958408703,0.20183421721024278,Iris-setosa
+16,6.251565781732315,2.694126022596597,4.945482766944177,1.8129063770563567,Iris-virginica
+17,5.776634646604221,2.796049054755548,5.096979509865347,2.4179038451592674,Iris-virginica
+18,5.503332257041938,4.2,1.4053587304886892,0.20267473130262006,Iris-setosa
+19,5.633899002956082,2.881463270626803,3.8972946191475213,1.3011880779270344,Iris-versicolor
+20,6.49002297312317,3.1344709787465606,5.098629228958659,1.9531294137333377,Iris-virginica
+21,6.71198559531514,3.3150853141366903,5.6946403151567635,2.499999607461995,Iris-virginica
+22,5.093614215618146,3.682883162297723,1.4975472400129313,0.4276331870462433,Iris-setosa
+23,4.593600358171395,3.6392855450448383,1.0000003979692995,0.20076426022087132,Iris-setosa
+24,5.4802732498552835,4.199998945552898,1.3952035730212857,0.20319884112041958,Iris-setosa
+25,5.8156487526296665,2.808773534265548,5.099332798563218,2.3914763420194958,Iris-virginica
+26,5.007963352997649,3.5311610041992427,1.404066562632871,0.20543533293457886,Iris-setosa
+27,5.288385762225773,3.4894389271830426,1.5134011173144517,0.20106222512304542,Iris-setosa
+28,5.987871899406697,3.39436258004417,4.482645542228304,1.549777828113631,Iris-versicolor
+29,5.8073533585903725,2.823801764294205,4.537540449764221,1.3437691153550408,Iris-versicolor
+30,5.486812059096088,3.441843967004256,1.5208631546124423,0.3580143316941264,Iris-setosa
+31,6.673425941493502,3.0,5.021430983768087,1.6944736568807324,Iris-versicolor
+32,5.173625194408652,3.464487826765957,1.4124291511529532,0.20453858233200847,Iris-setosa
+33,5.0227972090963195,2.0,3.4874441538942547,1.022468525632225,Iris-versicolor
+34,4.922895557658299,3.0,1.4027691280234376,0.19821832965781344,Iris-setosa
+35,5.498308886880156,3.0,4.525738019090189,1.5054017951470853,Iris-versicolor
+36,5.668962694199116,3.774446876021782,1.5706635525333381,0.2930523709828402,Iris-setosa
+37,6.703812587508495,3.1090534831767958,4.689070385879846,1.5091975244208764,Iris-versicolor
+38,6.170378060392991,3.329510467099374,4.5752722151789165,1.5634662447957504,Iris-versicolor
+39,5.019026039531716,2.0000009329301607,3.579693579708114,1.0021984239803632,Iris-versicolor
+40,7.054735171419504,3.037123194071731,5.893059288870341,2.1827285215535905,Iris-virginica
+41,5.094720676318401,3.2697157108788364,1.8132718480414864,0.4658511493492614,Iris-setosa
+42,6.754087380838241,3.029548912464576,4.851625191364801,1.5929362772656739,Iris-versicolor
+43,5.106952444032124,3.5063060551526437,1.3841623838775914,0.20301442326922314,Iris-setosa
+44,5.008893318427201,3.0,1.5737197034659873,0.20259145500922499,Iris-setosa
+45,7.582176823175004,3.0,6.60633031383825,2.070576843089253,Iris-virginica
+46,4.777240734711406,3.4008442393967373,1.5674374144028396,0.2001973240109235,Iris-setosa
+47,5.949833004776422,2.4389419551662286,4.183385578099535,1.0960180273124156,Iris-versicolor
+48,4.8913925028765615,3.066738964727076,1.4929434583501788,0.1,Iris-setosa
+49,4.59933753687735,3.5860303391004713,1.0,0.19929647920137683,Iris-setosa
+50,6.697140784132767,3.0840232106926515,4.670051115203507,1.5073334422914226,Iris-versicolor
+51,6.403726419683126,2.4729216612830918,5.13187160253801,1.8696311329585449,Iris-virginica
+52,5.29163275285198,2.402662340460065,3.602311163850577,0.9804490221238762,Iris-versicolor
+53,5.785376477804479,2.638515630045773,3.9122795392932357,0.8789742933824192,Iris-versicolor
+54,5.486487298707982,4.199999342941661,1.4109178693173765,0.19784165762033779,Iris-setosa
+55,5.89801101865868,2.9712709926959664,4.5178947041205815,1.445723036246566,Iris-versicolor
+56,4.624058688102761,3.5862035033580386,1.0000004639644542,0.20562005557886223,Iris-setosa
+57,5.104815601719264,3.55659462648641,1.4215919294627182,0.20045525079069376,Iris-setosa
+58,5.492900423964503,3.0,4.4885799551290475,1.4546326003145476,Iris-versicolor
+59,6.6975603583735275,3.0,4.96729572611989,1.6964160504330539,Iris-versicolor
+60,6.402761636288869,3.249829347460043,4.715379186414116,1.6144098938936975,Iris-versicolor
+61,6.109087202298069,2.858892972612047,4.4240663086028515,1.241634797614764,Iris-versicolor
+62,5.647046898301268,2.674091217101413,3.994702903974094,1.1214134300656915,Iris-versicolor
+63,6.683370329032582,3.0866364370754504,4.690702034490234,1.5106318568781596,Iris-versicolor
+64,4.49763063009844,2.324852516471417,1.3038255404885466,0.39049518265632355,Iris-setosa
+65,5.595313036115399,3.504924661308818,1.5468287903967808,0.3356026088837841,Iris-setosa
+66,6.211260161751358,2.219751354136714,4.414169385405341,1.3882384549148927,Iris-versicolor
+67,4.602609418794374,3.640991834928769,1.0000004739086437,0.1967275942032558,Iris-setosa
+68,7.6284090077507996,2.9283452368317575,6.608416449419539,2.0375744241251232,Iris-virginica
+69,4.813271627130902,3.0,1.412181369370829,0.4039315770863221,Iris-setosa
+70,6.284640360298401,2.6749640820655154,4.92327861311307,1.8090357997938642,Iris-virginica
+71,5.341748762552218,3.774028569123526,1.475587183754124,0.3878708917873922,Iris-setosa
+72,6.655255178126365,3.256833469922419,5.714629800394776,2.107464720261291,Iris-virginica
+73,5.534278296389471,3.0,4.487078705181083,1.4661995271232624,Iris-versicolor
+74,5.004278045813446,2.0,3.522635083271073,1.0023444479852026,Iris-versicolor
+75,5.016004822022422,2.0000005819799997,3.4934609384872495,0.9003881946023231,Iris-versicolor
+76,4.884631655694552,3.0,1.4019333829660363,0.25968546745061105,Iris-setosa
+77,4.912483691926906,3.0,1.4039390066722797,0.19942208255826194,Iris-setosa
+78,6.291993181664476,2.9165525171705795,5.566442563825557,1.7845998971823147,Iris-virginica
+79,5.52489697642383,3.0,4.458282942249878,1.4898655341175246,Iris-versicolor
+80,7.309051313891158,2.906297341106046,6.238553376309143,1.7950160523550136,Iris-virginica
+81,5.465414579106389,3.0,4.505409925648748,1.5063834555384674,Iris-versicolor
+82,6.271417988224846,2.552368137236439,4.955052032856178,1.8573142988400269,Iris-virginica
+83,5.952016315690815,3.2685366370703517,4.714771951176338,1.7057590311900024,Iris-versicolor
+84,5.108028615096605,3.2845032645632295,1.5766568248571713,0.3221606878254163,Iris-setosa
+85,7.6943326521119975,2.560744709650018,6.9,2.3213188707201535,Iris-virginica
+86,5.448862056296114,3.0,4.455265197969676,1.4924416404607546,Iris-versicolor
+87,6.116245653512378,3.0,4.624497467697964,1.4285511956399228,Iris-versicolor
+88,6.7223400845659755,3.2725580598071793,5.770134141618626,2.5,Iris-virginica
+89,7.712185304000666,2.798597947841656,6.702749179546265,1.9939151986527799,Iris-virginica
+90,4.597373619242056,3.2085897390314817,1.409274011827301,0.20195232101744298,Iris-setosa
+91,4.831776069830489,3.389575188535827,1.752152975878197,0.19983498734789462,Iris-setosa
+92,5.670212912545911,2.978847349465963,4.144726502439291,1.2691075347227383,Iris-versicolor
+93,6.849590948484258,3.0845662505753353,5.075357899727212,2.2902448352986973,Iris-virginica
+94,4.993456569231844,3.0,1.575363157565407,0.20017316953928685,Iris-setosa
+95,5.013081670291065,3.592453128113087,1.3875513719041137,0.20328464122929435,Iris-setosa
+96,6.443330271554104,2.899217795880833,5.6313833044653885,1.790815345013927,Iris-virginica
+97,6.327603615648012,2.8623571058692305,4.309548010853845,1.2627665050474386,Iris-versicolor
+98,5.468503046697408,2.535486010997324,4.309276148448693,1.1509124614342228,Iris-versicolor
+99,6.7158626196785045,3.287496562209702,5.732698885627691,2.5,Iris-virginica
+100,5.799051743634903,2.805994135342337,5.144975445566887,2.4015563082252114,Iris-virginica
+101,6.289245113675645,2.691682379684904,4.962534128440718,1.8144979822521636,Iris-virginica
+102,5.515724046735427,4.199998660984289,1.3907408956404996,0.20363737003307145,Iris-setosa
+103,7.725017902255962,2.788353995631969,6.7279230688391145,2.0179786417018604,Iris-virginica
+104,6.619215919065855,3.199796827355734,5.208124082955739,2.0923601283381346,Iris-virginica
+105,6.6830985871871595,3.30962220903814,5.664924661136243,2.4999996010310332,Iris-virginica
+106,5.489806506933974,3.0,4.517725358581113,1.5365250789088163,Iris-versicolor
+107,7.899999000595232,3.7966735841682144,6.391401878252724,2.02273216549997,Iris-virginica
+108,5.523022854189166,3.0,4.533036804737149,1.5017857935244103,Iris-versicolor
+109,4.990799580281289,2.0,3.4667167539573382,1.026577310248015,Iris-versicolor
+110,5.801476552929433,2.6999455199805817,5.1046706093059075,1.8987287982481882,Iris-virginica
+111,4.5782243212947344,3.6121888727816334,1.0000004387184163,0.19675956168126768,Iris-setosa
+112,6.700405958305838,3.27986554214829,5.736808119972652,2.1465168057096546,Iris-virginica
+113,5.452393912926221,3.0,4.494417374609202,1.5126472094071108,Iris-versicolor
+114,6.15307180900993,3.319439198500502,4.662746359436681,1.6024693447284515,Iris-versicolor
+115,5.4150625822227285,3.4254187513191523,1.520718443907056,0.3798603660508252,Iris-setosa
+116,5.798837767163872,2.7113659017322003,5.08919693596864,1.88310225796816,Iris-virginica
+117,5.757567830740833,3.0,4.2273812744738795,1.2639991194475302,Iris-versicolor
+118,6.844540536773848,3.188888469115936,5.884464649279846,2.311931475411643,Iris-virginica
+119,6.237934178016291,3.3237824364916313,4.648744161277688,1.5683771749669746,Iris-versicolor

iris/tab_ddpm/4_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/4_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/4_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/4_4/18/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.9,3.770949719044245,6.374155630175144,2.014562249432977,Iris-virginica
+1,4.80647987673737,3.3869387458560056,1.6264268601069216,0.19754144307866026,Iris-setosa
+2,5.706779269720556,2.89771346782028,4.218561088649225,1.2845565649378237,Iris-versicolor
+3,6.721455274955027,3.0888119334302457,4.684420174877661,1.4657380490092846,Iris-versicolor
+4,5.525834846923495,2.4466342278238686,3.7689276239645038,1.0524487274674457,Iris-versicolor
+5,5.180955969419655,3.3680393000130215,1.3846586234629124,0.2018391729531192,Iris-setosa
+6,5.666926402221365,3.8078113003891487,1.5757610604962307,0.2951717147363695,Iris-setosa
+7,5.20157645074282,3.40210410434062,1.4087888660794592,0.19998133209802466,Iris-setosa
+8,4.831928632235332,3.412534125148368,1.6528495661444338,0.20144911045739358,Iris-setosa
+9,6.553446386584447,3.196395826084269,5.192350037218494,2.010907117765808,Iris-virginica
+10,7.197394966190119,3.1183049470533244,6.082681143213865,2.249058662812959,Iris-virginica
+11,5.254406576579293,3.412115411725638,1.4427939428839325,0.20806515408776075,Iris-setosa
+12,6.471065961374046,2.9566654496804365,4.312043648706273,1.3383821558130327,Iris-versicolor
+13,5.648192464057016,3.0,4.161536005675563,1.250672288553802,Iris-versicolor
+14,6.184126411912767,2.189536708497283,4.460299531805803,1.472611395568145,Iris-versicolor
+15,6.521568826505816,3.0,5.820932839471749,2.2384742663310555,Iris-virginica
+16,7.707279849467695,2.8073646129075045,6.720225595282443,1.9796381508209673,Iris-virginica
+17,6.280111609897544,2.322696479506717,4.364545624114429,1.3034819181666668,Iris-versicolor
+18,6.770492875259848,3.214325925767929,5.822501995810344,2.2661576197966404,Iris-virginica
+19,7.159747252545436,3.0,5.784176112522531,2.190508468997484,Iris-virginica
+20,6.315664734321523,2.5538035156840704,4.9587400850232095,1.8552011678821994,Iris-virginica
+21,6.672274394397766,3.3147370005146577,5.6381807385596225,2.0890430788370598,Iris-virginica
+22,6.705400026914067,3.2864768742831107,5.662773795061394,2.499999405565341,Iris-virginica
+23,5.414535628563316,3.89269875880917,1.296636772759214,0.4033824629693587,Iris-setosa
+24,4.907020977375055,3.0,1.3984783619683872,0.19982119322270192,Iris-setosa
+25,6.539701214464664,2.9926222466288817,4.323672765290451,1.3644589352889205,Iris-versicolor
+26,5.3295854107745715,3.360560397301579,1.512680203824475,0.4129032278666036,Iris-setosa
+27,4.805013107193942,3.4010714910669506,1.704585701720267,0.20051739594079715,Iris-setosa
+28,6.489892519793313,3.0,5.788633307917055,2.198168017049337,Iris-virginica
+29,7.700216685067833,2.8319353467869908,6.691580720133043,2.0091667986026946,Iris-virginica
+30,6.922767532309775,3.108531839534719,5.096172288100899,2.2913243900113893,Iris-virginica
+31,6.681456753545235,3.3110848628933365,5.749139008401285,2.5,Iris-virginica
+32,5.943209458892828,3.2150423724799975,4.773280435119205,1.7793060317905653,Iris-versicolor
+33,6.21849090841264,2.2079590659458845,4.498107538571602,1.504137729396603,Iris-versicolor
+34,5.63783473507278,3.0,4.2003932486500775,1.2503867897983647,Iris-versicolor
+35,5.509767183620075,2.6194552464435352,4.43498257298304,1.208934618433708,Iris-versicolor
+36,6.557227257135429,3.290134712455365,5.312156971919774,2.1435173580445355,Iris-virginica
+37,6.724012181018457,3.0,4.9576183786106105,1.6605842111309237,Iris-versicolor
+38,4.8026746017742745,3.4003244012934277,1.8509072629221754,0.20264222124936887,Iris-setosa
+39,5.40261263470162,3.0,4.486548860134638,1.4918776880020155,Iris-versicolor
+40,4.821531520680356,3.3974159313158356,1.9548855158778156,0.20343083501081938,Iris-setosa
+41,6.322726540495196,2.918498124214088,5.5943555238499325,1.8035936338996936,Iris-virginica
+42,6.262903547254207,3.3687048340432915,5.41045358546179,2.270857659959442,Iris-virginica
+43,4.667066482260868,3.269578128439172,1.4163628058153486,0.19612934379956748,Iris-setosa
+44,6.509573512470083,3.0,5.459902126353933,1.8058965512747343,Iris-virginica
+45,4.805393930430301,3.3933194513242655,1.7262187110016802,0.19963605946394913,Iris-setosa
+46,5.703748922493749,3.0,4.182830220392778,1.1739854616261627,Iris-versicolor
+47,4.809110126803602,3.0,1.4034512218398274,0.2646855336208431,Iris-setosa
+48,4.63360145734522,3.2225431448239252,1.4342119063104815,0.19990196562444787,Iris-setosa
+49,6.679064782757724,3.10205542134925,4.70544330851389,1.5177816436216498,Iris-versicolor
+50,6.247302571204304,2.2268555752418684,4.505796004868632,1.4483488708683796,Iris-versicolor
+51,4.989992329928133,3.0,1.5736996870440043,0.19877099505409587,Iris-setosa
+52,5.154495634904405,3.705369477544356,1.5281047292210865,0.4274594105093825,Iris-setosa
+53,4.604113049564649,3.6082961117896732,1.0,0.20124325989950934,Iris-setosa
+54,5.399953796772152,2.416943895986616,3.719515596896515,1.0230997550413907,Iris-versicolor
+55,5.563297375322816,3.0,3.990108185699439,1.3046391923982774,Iris-versicolor
+56,6.825922521697655,2.805410445395201,4.786032720027642,1.4030097174123959,Iris-versicolor
+57,5.78813372668904,2.8972399253257386,4.219397473269844,1.3073956882391164,Iris-versicolor
+58,4.593373930392031,3.65255738947607,1.0,0.19538469193059166,Iris-setosa
+59,5.012884826811781,3.6592662270123144,1.415758410070696,0.1995589990289699,Iris-setosa
+60,6.7993220786855995,2.8281860268397447,4.817954263812536,1.4228273497700432,Iris-versicolor
+61,6.102506352824985,2.9939539829292854,4.5676245484460205,1.3771403037804937,Iris-versicolor
+62,5.235901697251568,3.407351527061841,1.4056406663150534,0.19967135390106244,Iris-setosa
+63,7.7138317583658695,2.610125054105927,6.899998953192066,2.303670976941958,Iris-virginica
+64,4.9919184282052385,3.0,1.5656930967517326,0.20257946183463735,Iris-setosa
+65,4.79986448111542,3.0,1.404496132587376,0.1000000919463004,Iris-setosa
+66,4.4,3.2126055302247334,1.2921878752432527,0.20312173811083792,Iris-setosa
+67,6.490278812528415,2.9517152363551333,4.345618195667924,1.3623992175742656,Iris-versicolor
+68,6.833431632908446,3.1496690860312024,5.928250637078199,2.2996325546629834,Iris-virginica
+69,5.175005232812485,3.7634013657098357,1.4578550341072265,0.3948557624813992,Iris-setosa
+70,6.6526187477765015,2.5147591878351596,5.652701313415708,1.7999349822542166,Iris-virginica
+71,6.709875074825345,3.0,5.00386434479505,1.7015215942930284,Iris-versicolor
+72,6.69659626060629,2.5025378746153955,5.8977489459545325,1.772911110816414,Iris-virginica
+73,6.486337109453024,2.9484517034693414,4.336547724832062,1.3433678209481812,Iris-versicolor
+74,5.7968265917637,2.7240856925281567,5.098141254568388,1.8979143162732783,Iris-virginica
+75,7.66449734808318,2.8095216186771084,6.695705670996338,1.9815309463856492,Iris-virginica
+76,6.85387600525023,3.175013188145478,5.831820370040116,2.2701293906047484,Iris-virginica
+77,7.688791693738341,2.8103412923859357,6.677965648528745,2.005486034745351,Iris-virginica
+78,5.325203999197405,3.390540737699069,1.4460523187752574,0.2789262431052423,Iris-setosa
+79,5.896695071421619,3.0,5.088197936402875,1.7860169981685035,Iris-virginica
+80,6.003964442746971,2.1970430181772276,4.077098220092996,0.9924184843576824,Iris-versicolor
+81,4.4000006518374795,3.185954815133585,1.258277960479679,0.19830186952468118,Iris-setosa
+82,7.685301839988663,2.6146827013221694,6.899998813262094,2.301619706599311,Iris-virginica
+83,7.696341332244711,2.5812693843347496,6.9,2.313238663214842,Iris-virginica
+84,5.525123461377896,2.6481336694352873,4.448658189497672,1.2533348230635273,Iris-versicolor
+85,5.597554793654057,2.911694521269353,4.025574899184157,1.3022285228503667,Iris-versicolor
+86,4.6181754451849795,3.68265908717652,1.0,0.1899608295979182,Iris-setosa
+87,5.899229398848634,3.0,5.096837823965753,1.8234163479402214,Iris-virginica
+88,6.742573218116492,3.266342592862699,5.800268782955338,2.1105019304292494,Iris-virginica
+89,4.843165196263762,3.0184086010351434,1.4655997234599043,0.10000009524594357,Iris-setosa
+90,5.733447730207109,2.6396148564665944,4.001603686771928,1.0599684242351657,Iris-versicolor
+91,6.019809413794587,2.2251872704894895,4.116228990441329,1.0770359087352646,Iris-versicolor
+92,5.1094669379413995,3.487579843416656,1.4041266034224134,0.19778352052779155,Iris-setosa
+93,4.800961092613238,3.402108899096216,1.596237311331968,0.1958773407761089,Iris-setosa
+94,5.171347974135703,3.4255194941395786,1.4095332077153848,0.19992331846547012,Iris-setosa
+95,5.683089290412464,2.614881339492659,4.096003835001527,1.1277790816283533,Iris-versicolor
+96,4.98477601773088,2.0,3.4355320118208925,0.8642013581291748,Iris-versicolor
+97,4.504714243232755,2.2778611099908486,1.2977078549563847,0.2979399511206535,Iris-setosa
+98,5.707885213837756,3.0,4.1967893000571355,1.1932953397928043,Iris-versicolor
+99,4.483778509292056,2.2538498368804736,1.2902084911087517,0.2891578514480341,Iris-setosa
+100,4.875233881461755,3.0912874812374653,1.4687666646489421,0.10000010168950862,Iris-setosa
+101,4.986137358611135,2.0,3.205617753747585,0.9493189911641073,Iris-versicolor
+102,6.673446699670236,3.2910738746443857,5.654639988513676,2.5,Iris-virginica
+103,6.673120758106982,3.3006867094818824,5.686825296972535,2.5,Iris-virginica
+104,6.280662011474212,2.9338045234345653,5.539002417637944,1.8007792858482563,Iris-virginica
+105,5.787785988706938,2.6977512189588992,4.095636232991861,0.9563983082225327,Iris-versicolor
+106,5.661942541491664,3.0,4.172599398375077,1.2070119411938243,Iris-versicolor
+107,6.141311094444961,2.6927580452545286,4.998661806876873,1.8667483121090538,Iris-virginica
+108,5.457316337217635,3.770965060456499,1.5333214158811213,0.3455054087079301,Iris-setosa
+109,6.723643576146624,3.0,4.970353229417676,1.6899613034913379,Iris-versicolor
+110,4.4,3.2223458631649446,1.282744451502225,0.2009249145331601,Iris-setosa
+111,5.802300530413442,2.693762598638205,5.122441687469486,1.8904163611362257,Iris-virginica
+112,4.8102584155946495,3.0,1.3946110360111985,0.1,Iris-setosa
+113,5.87794723697002,3.0,5.082330013899751,1.805567064573037,Iris-virginica
+114,7.295215206219766,2.8816897588762047,6.256072014724605,1.7914808592996616,Iris-virginica
+115,5.808910066083124,2.707011796383752,5.100581438330933,1.8991554605149896,Iris-virginica
+116,5.816035507901769,2.689868619985993,4.172254613981154,1.0084707862928013,Iris-versicolor
+117,4.792148454992154,3.3807112926843814,1.7741291699403865,0.20171802289747973,Iris-setosa
+118,5.797633193678399,2.697099771957021,5.119275623142835,1.9076584990784708,Iris-virginica
+119,5.080180309555971,3.4942700470216135,1.3916011891110578,0.19838416899419,Iris-setosa

iris/tab_ddpm/4_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/4_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/4_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/4_4/19/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.979327031662459,3.0,5.15212073674514,1.7941263755904027,Iris-virginica
+1,5.40164466167425,3.9046578651807797,1.274682636925236,0.4227252545320028,Iris-setosa
+2,6.72935778837283,2.484348502951831,5.836490742041839,1.798701686835619,Iris-virginica
+3,6.456535871291609,3.0,5.473389070171768,1.7916072530519074,Iris-virginica
+4,7.6771340386577425,2.6269308252701413,6.9,2.299972696276712,Iris-virginica
+5,6.46803259833492,3.0,5.5496325118589755,1.8071626905209748,Iris-virginica
+6,4.911875120625146,3.381277105197449,1.9114362454751037,0.2572304042803038,Iris-setosa
+7,6.352691557578881,2.9393155700074445,5.543838637125766,1.8059767427575757,Iris-virginica
+8,6.794181576918103,2.8049924290985078,4.837451103443718,1.4124911649272132,Iris-versicolor
+9,5.845944369422629,2.697388600501446,5.138298700132861,1.8957123795863264,Iris-virginica
+10,4.895331587959382,3.0627309324522,1.504709822920034,0.1,Iris-setosa
+11,6.004479627744466,3.4011461841162323,4.465416585677961,1.597428029189691,Iris-versicolor
+12,4.82067378836717,3.0,1.3930801851086856,0.10000010709384607,Iris-setosa
+13,6.71548483163841,3.0,4.998129240594402,1.6875448316324106,Iris-versicolor
+14,7.7363865774901095,2.592975199519688,6.9,2.316942047194373,Iris-virginica
+15,5.0903335517156245,3.5328089387337704,1.38905474834564,0.19847022166117165,Iris-setosa
+16,6.306688018151401,3.0,4.667107326125336,1.4689306791948837,Iris-versicolor
+17,5.768965170569183,2.694880979814568,5.094921079886915,1.8989229989425098,Iris-virginica
+18,6.461810637332979,2.924837028014544,4.338923796553485,1.3233921720624153,Iris-versicolor
+19,6.7084039373186775,3.291470831192406,5.695814599788126,2.4999995817153455,Iris-virginica
+20,5.781661185455388,2.714025936497661,5.114354414441119,1.8972899281888782,Iris-virginica
+21,6.184343777918736,2.933400144181451,5.5169946535437315,1.7979408361168618,Iris-virginica
+22,5.5242549892345325,4.199999108004516,1.4087630855420334,0.20066104184227074,Iris-setosa
+23,4.908729136813412,3.0,1.4002948527451202,0.19607758718261564,Iris-setosa
+24,7.6969369994106005,2.6126609356158474,6.899999001011459,2.27952149286575,Iris-virginica
+25,7.2868784883705,2.912752085675908,6.213422080399119,1.804762164665725,Iris-virginica
+26,6.697889485483391,3.31078282194659,5.671924870568218,2.499999555171682,Iris-virginica
+27,5.692663377458721,3.0,4.204187493110048,1.2626794396378893,Iris-versicolor
+28,5.798058069536019,2.6728830935125583,4.010536658113396,1.0068461698723452,Iris-versicolor
+29,6.694940195850282,3.3230890554818053,5.714306077414401,2.5,Iris-virginica
+30,5.422410914036985,3.0,4.4652658738386055,1.5301007260109245,Iris-versicolor
+31,7.668634733323751,2.614694727915817,6.899998912067183,2.2879031230202873,Iris-virginica
+32,6.305983176561814,2.5393745447529303,4.966911993290715,1.8772989206829351,Iris-virginica
+33,4.608924552310789,3.611277153749797,1.0,0.19752389309751842,Iris-setosa
+34,6.198572493002637,2.979344864939739,4.551113042302777,1.4022531352762553,Iris-versicolor
+35,5.512352013218871,2.4211841500868787,3.7329166798411637,1.0170834533897353,Iris-versicolor
+36,6.766192988983527,3.1067073859041385,5.327722363102858,2.259806734139879,Iris-virginica
+37,5.033951040928955,3.546577504290665,1.3992123237144973,0.2012353359770879,Iris-setosa
+38,6.412723711556805,2.9855664860517375,5.572938454249817,1.8005640541707264,Iris-virginica
+39,5.430138577727124,3.7999829569654224,1.4467440107335434,0.3084798605922034,Iris-setosa
+40,5.686875228013526,2.7975464675294845,4.504093556692108,1.3131821408165665,Iris-versicolor
+41,7.70051143406756,2.5794501620934174,6.9,2.306109267022628,Iris-virginica
+42,5.215184417593893,3.7504504242819645,1.4401574104507513,0.35660222511756756,Iris-setosa
+43,6.062936373002904,3.3897455994515653,4.532018287864265,1.6029060387640008,Iris-versicolor
+44,5.770094015075669,3.0472622200886046,4.591690328716463,1.605830815441103,Iris-versicolor
+45,5.420194360687426,3.409852722255793,1.737235584851014,0.20183934038141527,Iris-setosa
+46,5.106397907979045,3.2872764402134957,1.8336807473628538,0.44498295615203576,Iris-setosa
+47,5.224275938093034,3.402857901428522,1.3986119494638296,0.1971468420661892,Iris-setosa
+48,4.802573326661918,3.3930323532566042,1.7433421895383372,0.20136708453840546,Iris-setosa
+49,5.78340061738517,2.859378711858959,4.121266140584853,1.2284350833833562,Iris-versicolor
+50,7.703813076987091,2.620967893553488,6.899998502440249,2.348449319680204,Iris-virginica
+51,7.112675364989487,3.0,5.878635623348525,2.0611619415998605,Iris-virginica
+52,5.388133480856139,3.3803646589370504,1.516245046898883,0.44043472345316836,Iris-setosa
+53,5.51167871069955,3.0,4.480155373619089,1.4880397604018467,Iris-versicolor
+54,5.010555954057458,2.0,3.5931355550082222,0.989125319648303,Iris-versicolor
+55,6.702169842080733,2.506287878749836,5.777424041102736,1.8003813520187049,Iris-virginica
+56,4.50053950805113,2.3262144748868754,1.2905321815030866,0.3064734427302145,Iris-setosa
+57,5.974753560884787,3.0,4.552128648171448,1.387014213564641,Iris-versicolor
+58,5.539737668824859,2.6108463416331618,4.412985477963707,1.232407353080943,Iris-versicolor
+59,4.782058808971266,3.3760070960136495,1.9409784897552274,0.19718403840847498,Iris-setosa
+60,6.371987144031521,2.8738081773145177,4.2987783269861035,1.2870191615918425,Iris-versicolor
+61,7.9,3.854076362961407,6.444861086969479,2.037420264856237,Iris-virginica
+62,6.24824277694937,3.3357046750554886,4.687543089561362,1.610101619673328,Iris-versicolor
+63,5.086343459958977,3.4863846771975506,1.3894598005317977,0.19830527923295815,Iris-setosa
+64,7.098019110667156,3.0,5.92994179921215,2.101735854461059,Iris-virginica
+65,7.713942378786286,2.771909461298236,6.701180812226556,2.0198222436549202,Iris-virginica
+66,4.9158534581641025,2.3796976570736477,3.368688722455346,0.9598582602817043,Iris-versicolor
+67,5.122287112582468,3.446460810664353,1.3988795526406002,0.19983454741512974,Iris-setosa
+68,6.666030865747139,3.0,4.9924068830863115,1.732082190666509,Iris-versicolor
+69,5.869350173000244,2.9264245190553155,4.51256526042409,1.4647275216601898,Iris-versicolor
+70,6.923267616343708,3.1078346767621636,5.084865848184433,2.3024327439402867,Iris-virginica
+71,6.3084068045373,2.459365706558211,5.001300476406134,1.906267572796923,Iris-virginica
+72,5.474622770455104,4.2,1.4040592066438338,0.19783734007147485,Iris-setosa
+73,7.661137322028862,3.0,6.651058444500557,2.100336709122325,Iris-virginica
+74,7.686673312326827,2.803123736156748,6.659533949563555,1.9816495306498578,Iris-virginica
+75,5.079432555898405,2.4139252837163223,3.6184339680899504,1.0223389878248148,Iris-versicolor
+76,5.678689051138559,3.0,4.21426354756296,1.2520484769397,Iris-versicolor
+77,7.247058559459182,2.8885404302400195,6.222004886974916,1.7907175177264123,Iris-virginica
+78,5.59113571094586,3.0,4.1085867328525785,1.2989877593155268,Iris-versicolor
+79,5.690939607189956,2.892454869014354,4.118499863182043,1.2928668094200575,Iris-versicolor
+80,5.699320965351212,2.747777019584806,4.435963954160396,1.2871836923190312,Iris-versicolor
+81,6.2665226267961325,3.31913672485754,4.685974010152439,1.6174584074419072,Iris-versicolor
+82,4.8310880744994495,3.0,1.4273515641243404,0.10000010956442165,Iris-setosa
+83,5.153254723480947,2.397159394808044,3.523030461671295,0.933659597049447,Iris-versicolor
+84,5.848350925527232,2.9254794475905364,4.508120229301299,1.3885191684241949,Iris-versicolor
+85,4.606996916642102,3.593389736090061,1.0000004255059158,0.2000103663480576,Iris-setosa
+86,5.068893972692572,3.370884240911737,1.7248274010498086,0.44913682148681966,Iris-setosa
+87,5.503168192152928,3.0,4.520836301705649,1.5065432562922663,Iris-versicolor
+88,6.078476287631764,3.115634895659787,4.635990243909682,1.6080169610618449,Iris-versicolor
+89,5.690438194366231,2.53056006682485,3.9620333030440222,1.0387935706510716,Iris-versicolor
+90,6.710329757157854,3.3264075005426768,5.718423600998156,2.5,Iris-virginica
+91,5.003672767759988,3.4180222456791256,1.5757362300196511,0.44969396880297124,Iris-setosa
+92,5.53302707248553,3.0,4.523161719656344,1.4815897350809863,Iris-versicolor
+93,5.6894386292735915,2.6735574384404033,4.38508704120698,1.2300753481043485,Iris-versicolor
+94,6.798007967995269,3.221963447663383,5.7855321233712385,2.283240745042918,Iris-virginica
+95,6.693680661761611,3.111056489887544,4.653187329795722,1.4817008354432328,Iris-versicolor
+96,7.658409591178575,2.6267546212007327,6.9,2.291814430347052,Iris-virginica
+97,4.8910593672953,3.0,1.3968942648700142,0.20229653840616416,Iris-setosa
+98,5.9931779001387815,2.2132136516474485,3.993641525157054,1.0094243406476822,Iris-versicolor
+99,4.852420072574322,3.0232167200535858,1.4682632304929781,0.1,Iris-setosa
+100,5.076804765410746,3.552596953596382,1.3842355262882298,0.1987246115390035,Iris-setosa
+101,5.7107517006377995,2.778595625254292,4.4977513979357555,1.320428632450595,Iris-versicolor
+102,5.312422945927995,3.7424099641694704,1.5148816980727038,0.20308181769895495,Iris-setosa
+103,5.785359438785938,2.2979809624308145,3.9141066260796835,0.9480224480162667,Iris-versicolor
+104,5.543525953508438,4.2,1.3983644379299238,0.20784892146230913,Iris-setosa
+105,5.970376820225796,3.4096295978342215,4.430228120186041,1.6021620212358214,Iris-versicolor
+106,5.085938383503681,3.695311443584106,1.5025552767615424,0.4026020271504935,Iris-setosa
+107,7.61894459080982,3.0,6.616103658888178,2.0869964620652794,Iris-virginica
+108,6.988147695526713,2.905098584013033,6.112869785422464,1.7952457637689185,Iris-virginica
+109,6.189592841414805,2.2116931403883013,4.439951711152799,1.4279999221747506,Iris-versicolor
+110,4.400000931863334,3.2103934637633595,1.284712801647864,0.2033693025296233,Iris-setosa
+111,5.340796955636057,3.373631019762711,1.5873772785142715,0.2009739921582,Iris-setosa
+112,7.314448865166562,2.9483792353461338,6.273040365829459,1.9052232290711226,Iris-virginica
+113,6.176119733315656,2.2438293224020596,4.2454086411040155,1.1740581931846448,Iris-versicolor
+114,5.029197465087273,3.589354846118765,1.4010891094317621,0.20082638962387078,Iris-setosa
+115,7.724209152807896,2.582742773678718,6.9,2.3023648469915114,Iris-virginica
+116,5.886574349892398,2.9192285094104093,4.498395094259568,1.49690449243796,Iris-versicolor
+117,7.423787593536468,2.854661699559588,6.42286795680082,1.8264550632397054,Iris-virginica
+118,4.50002201820796,2.3048113567216095,1.3072693429575575,0.2984890874788194,Iris-setosa
+119,4.795941722357139,3.0,1.3955021741843612,0.29914910388013544,Iris-setosa

iris/tab_ddpm/4_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/4_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/4_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/4_4/2/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.303170327465333,2.7190316024011647,4.874265126930791,1.8071033559163863,Iris-virginica
+1,4.593284725426832,3.671675934029208,1.0,0.2014978515551188,Iris-setosa
+2,6.548410205773951,3.0,5.5123605424980955,1.8090011457958493,Iris-virginica
+3,6.887427927155804,2.796020793871654,4.795418061958059,1.3951667961029501,Iris-versicolor
+4,6.1989494349925085,3.390722176207893,5.457140170697372,2.2844089073326974,Iris-virginica
+5,5.023417602392132,2.000000696011916,3.543293877011773,1.0088833818516196,Iris-versicolor
+6,4.957740980142755,3.0,1.517247228467879,0.19840927203653141,Iris-setosa
+7,4.7915361917517165,3.367631376078044,1.5632137193284021,0.19820629046759933,Iris-setosa
+8,5.497260942722927,3.0,4.465047195690603,1.4830584128888444,Iris-versicolor
+9,5.6083626114724305,3.0,4.527604656723015,1.5518707581008617,Iris-versicolor
+10,5.55577593401076,4.199998704630287,1.4086982038392497,0.2051091523647115,Iris-setosa
+11,5.834689788824664,2.735968559282033,4.194748895455455,0.9963075087975382,Iris-versicolor
+12,5.680598538101022,3.0,4.065924056620119,1.275931712849731,Iris-versicolor
+13,6.394083991563717,2.9550192419908425,5.534645396485922,1.7988065344305395,Iris-virginica
+14,5.790701274223691,2.694503371798779,5.097156345407831,1.9156908996734634,Iris-virginica
+15,5.705002287362137,2.8860340462803293,4.128640186589425,1.2989949316366023,Iris-versicolor
+16,6.288436267753402,2.6730058606189564,4.922523679259396,1.8049933909682063,Iris-virginica
+17,5.246863945919838,3.615258266279279,1.458748463712519,0.20034398778550142,Iris-setosa
+18,7.725250981416277,2.603019506536971,6.9,2.3040602205762575,Iris-virginica
+19,5.053855834350773,3.356823445597127,1.68622573970179,0.48839225969179967,Iris-setosa
+20,7.7455837791195,2.5923080410126005,6.9,2.305615767562017,Iris-virginica
+21,5.80609238408475,2.7122923250932893,5.0865953284057825,1.9083262144927697,Iris-virginica
+22,5.817385538784178,2.693620252728742,5.097499419994705,1.916012516145259,Iris-virginica
+23,6.197068879446652,3.380323079501666,5.386181564362912,2.3076947671837855,Iris-virginica
+24,4.986843097261152,2.0000005955797615,3.4402484100132313,0.9834610814861469,Iris-versicolor
+25,4.991389261854351,3.477579160634728,1.5651507755422709,0.3132925733451361,Iris-setosa
+26,7.698571055742133,2.8000905794616755,6.686426371622778,2.027873037263049,Iris-virginica
+27,4.802375040540178,3.3968506084239887,2.0852832795226437,0.2015171062036293,Iris-setosa
+28,4.995763810789701,3.4895100507437107,1.5262182421131787,0.26037283447669685,Iris-setosa
+29,5.5119638378640845,3.0,4.472388555610876,1.4774672146985595,Iris-versicolor
+30,4.400000485524829,3.21766853036842,1.2900981853031719,0.18851405731056742,Iris-setosa
+31,5.464888454028841,4.19999918236492,1.3661433191496064,0.20189875226590706,Iris-setosa
+32,5.998273866728962,2.206563820669517,4.045681695497026,0.9599552620776468,Iris-versicolor
+33,4.898175936757001,2.4243966682905955,3.3808438376303744,1.015611045193808,Iris-versicolor
+34,7.71269494657482,2.581614445242224,6.9,2.2946189390862255,Iris-virginica
+35,5.6670287207354395,3.0,4.014229181370724,1.2991669913578139,Iris-versicolor
+36,4.90579441989886,2.39506260376917,3.3723406480868086,1.004312895106393,Iris-versicolor
+37,7.9,3.794498066514281,6.37665209088652,2.0169165731758585,Iris-virginica
+38,6.711785223950775,3.118165421566595,4.690131515715331,1.485339627488186,Iris-versicolor
+39,5.099286702950266,3.3089305744808213,1.5770106394848118,0.47409183786833653,Iris-setosa
+40,5.494845095821413,3.0,4.5058164688673905,1.5020594618270227,Iris-versicolor
+41,5.49443430415403,4.2,1.4065543278625143,0.1960021976228533,Iris-setosa
+42,7.57339420324204,3.0,6.5761265128874795,2.0807713916615826,Iris-virginica
+43,6.314768622441076,3.295891907848805,4.705554178145253,1.5829874792565302,Iris-versicolor
+44,5.659292875634147,2.8732398894552977,3.8382954681721597,1.3032012105784494,Iris-versicolor
+45,4.907074614043832,2.4114117456314608,3.4343807028278284,1.030841248762673,Iris-versicolor
+46,4.988449928567182,2.0,3.5768756920953177,1.0027731241816469,Iris-versicolor
+47,6.103989240260419,3.3386878845094965,4.646558568900231,1.691710683531532,Iris-versicolor
+48,6.234091855275739,3.3880008953611287,5.4534789383004565,2.2955617159381383,Iris-virginica
+49,4.798111877961838,3.0,1.4090195681596065,0.31362029625569926,Iris-setosa
+50,5.782883055596176,2.806401745772246,4.298008325833565,1.3034601555059393,Iris-versicolor
+51,5.402812194891378,3.911916334492793,1.2764999755363062,0.3386899193306902,Iris-setosa
+52,4.780190741306997,3.4075508694780434,1.7075769342353204,0.20136857584688755,Iris-setosa
+53,5.790222081758763,2.83300720928866,4.504100306281708,1.332436635605231,Iris-versicolor
+54,5.008605506106816,3.0,1.572401466537184,0.19652598577991573,Iris-setosa
+55,6.709789111428697,3.2979624398238268,5.729237968262693,2.5,Iris-virginica
+56,5.4391637163301665,3.386995780834895,1.730548146076159,0.1988934039015422,Iris-setosa
+57,5.7907126434636,2.739419294906365,4.190023636953498,1.0722552516543191,Iris-versicolor
+58,5.595155094929069,2.9659052411281404,3.7710382994376297,1.3132313406022846,Iris-versicolor
+59,6.800064367255992,3.230325898869401,5.904941626749171,2.313301462302512,Iris-virginica
+60,6.704170352550039,3.0,5.87274213688799,2.168408668003683,Iris-virginica
+61,5.719581159797387,3.0,4.563795898455179,1.5813436748000202,Iris-versicolor
+62,6.3634176700447584,3.257940145662155,4.71940803741712,1.5833428185865328,Iris-versicolor
+63,6.711635691383722,3.0,5.0002363476413265,1.6970476489675852,Iris-versicolor
+64,5.139062232551248,3.50700157383051,1.4202629808808633,0.20798279048532395,Iris-setosa
+65,4.4,3.229533602281169,1.303198434895592,0.20088328340058584,Iris-setosa
+66,5.533857122384471,3.0,4.5036810857169165,1.483183097149806,Iris-versicolor
+67,5.572018731550662,3.0,4.497558390652226,1.5002507667479419,Iris-versicolor
+68,5.923755792560422,3.2038392588756732,4.815702477014688,1.7744010173149116,Iris-versicolor
+69,6.871630353120068,3.1141565933237265,5.0969705061339345,2.31197812649388,Iris-virginica
+70,5.20350744956817,3.3922328526714516,1.404278651153796,0.1986318417323643,Iris-setosa
+71,5.996006348511114,3.3833636709155686,4.481449125632208,1.6084297925901454,Iris-versicolor
+72,5.816492984063215,2.796273535805639,5.107910142984903,2.399599117696842,Iris-virginica
+73,5.61017237842857,2.8839905472686076,3.57936380916849,1.3058850405963227,Iris-versicolor
+74,6.573887615133908,3.1982330760027655,5.132201928713472,2.0301134432665666,Iris-virginica
+75,5.785132979297408,2.6785141180636756,5.124689949458987,1.9000762021282844,Iris-virginica
+76,5.477363380681379,2.565969896759631,4.274351379182262,1.1658029832773178,Iris-versicolor
+77,5.646772174707379,2.851094320262145,3.6555986489564134,1.293587804664292,Iris-versicolor
+78,4.857868044518993,3.0,1.3810371861322688,0.2478640935893756,Iris-setosa
+79,5.97048835153427,2.690036270061228,5.041438076780806,1.867923955559096,Iris-virginica
+80,4.969891612119629,2.000003767902958,3.4846994881434687,1.005330632956796,Iris-versicolor
+81,6.684539067011402,3.0,4.9999818255821715,1.7062086557998357,Iris-versicolor
+82,4.793910133070073,3.0,1.4011775913289768,0.3170979945762004,Iris-setosa
+83,4.998409435091411,2.0,3.434990755797367,1.0266964419453908,Iris-versicolor
+84,4.604043519820116,3.1922255753729734,1.3743840906339622,0.20107993529126167,Iris-setosa
+85,6.460142058408365,3.0,5.332937796219311,1.8719671702896938,Iris-virginica
+86,5.520803935498836,3.0,4.3317264440011805,1.384571241065941,Iris-versicolor
+87,5.634199533957122,2.902552929623953,3.786025297031767,1.3081919568744471,Iris-versicolor
+88,6.85958185489943,2.790373311794864,4.7880794157237645,1.3926352030596771,Iris-versicolor
+89,6.682072377782666,3.2782757382843934,5.62280196558589,2.0903607485861295,Iris-virginica
+90,5.6066771137386375,2.5743854044526833,3.904208091409348,1.1171453897380603,Iris-versicolor
+91,4.907042870033746,2.3932310464950604,3.4618116294144357,1.0031477920463876,Iris-versicolor
+92,5.2114243038201185,3.387168282851127,1.3876170883467502,0.20098136321418386,Iris-setosa
+93,5.609403329689929,2.742033418524605,4.465851651237693,1.263026932095337,Iris-versicolor
+94,6.771144268724842,2.80653198775338,4.744064281703616,1.379483929400932,Iris-versicolor
+95,6.706072135573747,3.0,4.961627217617918,1.6829965597299266,Iris-versicolor
+96,6.67573609246795,3.0,4.963433469760191,1.6974695140040428,Iris-versicolor
+97,6.270203501845677,2.5133385699966055,5.020080523290548,1.880456881909367,Iris-virginica
+98,4.601088750972805,3.6151979951748894,1.0000003852515729,0.18606137758309652,Iris-setosa
+99,5.6179794596785175,2.4906988064669613,3.952247913217109,1.1025894580330766,Iris-versicolor
+100,5.8249688060289415,2.9125330395790052,4.420234039188029,1.37073048097981,Iris-versicolor
+101,5.5921241023448225,2.515125328842323,4.015244330960986,1.110500214138077,Iris-versicolor
+102,5.4607940551757,3.0,4.486577141440162,1.4978238135549127,Iris-versicolor
+103,6.692049839288717,3.0904652577501195,4.644844751699095,1.4821693297682859,Iris-versicolor
+104,5.943135247527144,2.831370021321674,4.259786906695489,1.154451053036841,Iris-versicolor
+105,5.790993665723361,2.8180301332937847,5.098410949810088,2.40411582193293,Iris-virginica
+106,4.400000442386834,3.2277017976089852,1.3004944287279145,0.1950634511369196,Iris-setosa
+107,5.081696040985151,3.7007816719480155,1.4904003825500576,0.3698959424111783,Iris-setosa
+108,4.9959549039449955,2.0,3.2837363182736423,1.0450728624191692,Iris-versicolor
+109,5.324529525715399,3.3716739824656075,1.5296168677478688,0.46011083927053736,Iris-setosa
+110,5.691697579013002,3.801616498578147,1.6213732400550704,0.3145356598770753,Iris-setosa
+111,6.716202343975137,3.318671211817028,5.751457756288432,2.5,Iris-virginica
+112,6.05644188654113,2.9392520675217937,4.533898021904724,1.5051999355408692,Iris-versicolor
+113,4.799721453345256,3.3943895250757072,1.9046730928882045,0.2038277836789528,Iris-setosa
+114,4.785652620923107,3.0,1.4042826874922365,0.358012844117204,Iris-setosa
+115,4.4,3.157332483198083,1.2983944505546863,0.2012053875743269,Iris-setosa
+116,5.216706364847969,3.4047820164169913,1.401756796797617,0.20387707100569025,Iris-setosa
+117,6.696129260458812,2.510975066087701,5.7337363796861975,1.7890848461129547,Iris-virginica
+118,6.278176434029355,2.8937203268729066,5.552265227699292,1.8033489216357321,Iris-virginica
+119,5.143717295120774,3.5094215123003947,1.4105452272926402,0.19958370469758635,Iris-setosa

iris/tab_ddpm/4_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