a

iris/tab_ddpm/4_1/0/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.7,2.8748932623191767,6.699998751014761,1.9858503063305517,Iris-virginica
+1,5.819277879175897,2.7157155892657503,5.132763062913228,1.8590642544658775,Iris-virginica
+2,6.217652932822592,2.5630776316975883,4.944319382161827,1.5244081062600081,Iris-versicolor
+3,5.822074229920657,2.6856080276339744,5.091155136929847,1.9117981127354846,Iris-virginica
+4,5.398149771268856,2.9985276154279865,4.516306947683339,1.4979025778137594,Iris-versicolor
+5,5.787705593335346,2.70548650891712,5.077423760755796,1.8899754751693145,Iris-virginica
+6,5.090337742699011,3.603591585535559,1.4550062140983488,0.2,Iris-setosa
+7,5.059507443212316,3.2922954298697293,1.273111005163825,0.2,Iris-setosa
+8,6.659039938795361,3.0100955907335534,4.409676768570162,1.4025307402682272,Iris-versicolor
+9,5.02428612584172,3.4784401002269334,1.342851070634534,0.2884676613206043,Iris-setosa
+10,5.326394630775856,2.999556856379346,4.476507453384191,1.5094343102746546,Iris-versicolor
+11,5.507109138842164,4.1992593422073785,1.400363073518004,0.2,Iris-setosa
+12,5.001850767090972,3.3665439860148743,1.6224695003805258,0.2,Iris-setosa
+13,5.089858960815851,2.4876445906514655,3.1352048591431276,1.0415021497519599,Iris-versicolor
+14,5.4991521754665635,2.3892177313919745,3.441651253804444,0.982075522602558,Iris-versicolor
+15,6.577261199700754,3.137037154233381,4.493116704765563,1.4519422304219958,Iris-versicolor
+16,5.506147287302166,2.636967418365502,4.320595579586799,1.2753111053602382,Iris-versicolor
+17,5.732789476067841,4.4,1.5370831097149904,0.3918184312733052,Iris-setosa
+18,4.948694995388075,2.412444549188482,3.222359679146391,0.9900947429036724,Iris-versicolor
+19,6.838556748959276,3.005056276350029,5.521830663099923,2.1129936616387934,Iris-virginica
+20,5.014908770041054,3.4891639012113647,1.29333189394254,0.2967797200477347,Iris-setosa
+21,5.222777263356184,2.6954036271768103,3.837154269562456,1.3986507123352232,Iris-versicolor
+22,5.010062895916984,3.5304842312483387,1.3345473544934423,0.2983822134750275,Iris-setosa
+23,5.411639830675752,2.4315797427151855,3.6509347166525066,1.1164836154131317,Iris-versicolor
+24,5.213736513853236,3.4584373625316522,1.5401799809117787,0.2,Iris-setosa
+25,5.913805909254473,3.2015558114649365,4.804681282356921,1.7853414017174145,Iris-versicolor
+26,5.8840812988583675,3.1754917520229675,4.722570394955952,1.7270446462227742,Iris-versicolor
+27,6.02309072622658,2.992581145977097,4.860150520039381,1.797485040285113,Iris-virginica
+28,6.269801052181326,3.3882163303274986,5.562417566231412,2.4114389613993983,Iris-virginica
+29,5.164497593526068,3.4404080363604597,1.5058259994459884,0.2,Iris-setosa
+30,7.7,2.8545042079923495,6.7,2.0113372060616137,Iris-virginica
+31,5.585756649898584,2.6112266143857896,4.349446416774061,1.2743961786679667,Iris-versicolor
+32,4.9250620544337265,3.0969950269575377,1.2738334375322051,0.2,Iris-setosa
+33,5.174266926955325,3.4200168597297265,1.425353240473877,0.2,Iris-setosa
+34,5.5963716831446915,2.398282718945148,4.018917564300353,0.9397449645890765,Iris-versicolor
+35,7.699998399981407,2.8155970545854814,6.699997610576203,1.987470074656982,Iris-virginica
+36,6.712051872520006,2.990488414265267,4.995909612363607,1.6907741786443375,Iris-versicolor
+37,6.684841280399908,3.0563450618170425,4.482476969742105,1.4146726114955996,Iris-versicolor
+38,6.38911823818384,3.095412506129381,5.449862251654221,1.8040601639289986,Iris-virginica
+39,5.098373299376742,3.8393415871934815,1.6423261140005445,0.4071708375198278,Iris-setosa
+40,4.627884191704277,3.42925224458963,1.3967359296377764,0.3100177503140963,Iris-setosa
+41,5.335840506896499,3.393821962339073,1.6666732360389078,0.2,Iris-setosa
+42,6.796974085087766,2.980105120612571,5.492390105503613,2.0845792533949377,Iris-virginica
+43,5.514492796560803,4.215213807281065,1.3829506726974015,0.2,Iris-setosa
+44,6.102557441013087,3.3139776074720637,4.522164088766252,1.5709627274069775,Iris-versicolor
+45,6.30462444989364,2.8695620802900423,4.2968715963517,1.297665000230883,Iris-versicolor
+46,6.293444955256784,2.6838847726375765,4.910799462398788,1.7967514553643786,Iris-virginica
+47,4.869963429639554,2.9969449267407757,1.3840471577390878,0.2,Iris-setosa
+48,6.099694109616102,2.9470709008069558,4.912504804140438,1.7869865151049265,Iris-virginica
+49,6.426784330562206,3.1113558066155296,5.502089199946608,1.7962093486778454,Iris-virginica
+50,7.699998635889576,2.7451514058303026,6.7,1.9968241354941918,Iris-virginica
+51,4.697502206298406,3.420217173100036,1.4074668555417806,0.30636796527648374,Iris-setosa
+52,4.4000005418450145,3.190830401813651,1.3014184051049478,0.2,Iris-setosa
+53,6.31140959096328,3.3812517820069643,5.598727361358067,2.391286226705858,Iris-virginica
+54,7.2418682883866206,2.919609279220659,6.240451205267495,1.8082438565219114,Iris-virginica
+55,4.400000451583585,3.2134883525248736,1.3189573041597717,0.2,Iris-setosa
+56,4.849170120478493,2.3872972722001897,3.3600635081451644,1.0086447139454466,Iris-versicolor
+57,6.930028004365663,3.210667289251425,5.679007078575846,2.259980630477012,Iris-virginica
+58,5.107221583991108,3.5955290523778585,1.447582991029242,0.3823797268072562,Iris-setosa
+59,5.345114375217429,2.8586562195121807,4.235707111274729,1.4390407577138422,Iris-versicolor
+60,4.937616014405541,2.4078807446038586,3.1022104485370807,1.0882089389610166,Iris-versicolor
+61,5.154882144839387,3.457425451409408,1.506839150836019,0.2,Iris-setosa
+62,5.106368728832933,3.319088147902575,1.6910858879499118,0.42089223742890236,Iris-setosa
+63,6.327948742156957,3.401690948084623,5.5944903513428414,2.3995581210522934,Iris-virginica
+64,6.326625665646788,2.844643657566235,4.261000656168119,1.2926236245353409,Iris-versicolor
+65,4.788585343901573,3.393056139475137,1.5713529460867346,0.2,Iris-setosa
+66,5.479309322113983,2.4103818876600487,3.7596846426108366,1.0621247323829892,Iris-versicolor
+67,6.311000413684433,3.397335789680985,5.589552747610385,2.3960206155476587,Iris-virginica
+68,4.500616858211429,2.3028662556559953,1.3001384857037068,0.3044360212279312,Iris-setosa
+69,6.292595549867385,2.4849725916682406,5.004555011961304,1.9036403769035517,Iris-virginica
+70,6.396713679094591,3.097150553277948,5.532250350569041,1.8052315949571238,Iris-virginica
+71,6.684446945005942,3.3041779172132197,5.665535997372225,2.127024599161389,Iris-virginica
+72,5.876523984209166,3.2037315058206244,4.821873633565716,1.824227512340162,Iris-versicolor
+73,6.323492516412853,2.7835643385210855,5.089382973068031,1.483414302798457,Iris-virginica
+74,4.601015230539318,3.586772627061244,1.0000005586300007,0.2,Iris-setosa
+75,4.967970567713438,3.4884432350249472,1.280462255203482,0.2999048061421089,Iris-setosa
+76,5.219304396784492,3.503605316232572,1.444765314626821,0.2,Iris-setosa
+77,4.492973931148892,2.295856638157818,1.2937246734825936,0.29720643260424817,Iris-setosa
+78,5.477098576064471,2.3908070917726723,3.7326045748901233,0.9521962203358473,Iris-versicolor
+79,5.099550013685571,3.3140121185093587,1.694146829268301,0.5105912579284775,Iris-setosa
+80,4.871477440348907,2.974655351850827,1.4077890899999699,0.2,Iris-setosa
+81,5.938119382872914,3.316072699808514,4.669444312527715,1.7519572997053519,Iris-versicolor
+82,4.851722193660488,3.0274409509423648,1.4060019620641893,0.2,Iris-setosa
+83,5.136683937598119,3.397868157262104,1.4187454568381659,0.2,Iris-setosa
+84,5.908327655511035,3.188245184095836,4.771253643243963,1.7683945381172117,Iris-versicolor
+85,5.642008123245087,3.0232798212019962,4.163898066775779,1.3192574707914324,Iris-versicolor
+86,5.078072282605568,2.483649146512606,2.994847627430745,1.105309506053636,Iris-versicolor
+87,6.004205913933477,2.6965146786746805,5.11279240037544,1.6113241780891001,Iris-versicolor
+88,6.694361984461503,3.0961642133360603,4.444694061124639,1.4104439901719594,Iris-versicolor
+89,5.391063046505879,3.457425325018262,1.692516466297062,0.2,Iris-setosa
+90,6.097924373761116,3.3280437292556417,4.50497952703932,1.5571478216058572,Iris-versicolor
+91,5.896414203697673,2.9861689289656237,5.09823871889975,1.8095533808409383,Iris-virginica
+92,7.041263170674232,3.013985581621644,5.857716558415643,2.108380486387037,Iris-virginica
+93,5.289585941400294,3.402729473718113,1.6719738403325222,0.2,Iris-setosa
+94,6.412002957969567,2.9920005895609276,5.541238594932997,1.7853030460123382,Iris-virginica
+95,4.400000687859629,2.92457155587656,1.3892675033473207,0.2,Iris-setosa
+96,4.5012720010252485,2.301420053619994,1.3154820167784387,0.3026039763601948,Iris-setosa
+97,4.997528116906718,3.5989894073535313,1.3990318467629685,0.2,Iris-setosa
+98,6.190828209488322,2.9702445078805737,4.517713191251952,1.380353049222187,Iris-versicolor
+99,6.031683758557412,2.7112343557554657,5.075537775964764,1.577472394042791,Iris-versicolor
+100,5.085491356687749,3.765460422012227,1.540397360708367,0.4762415284086061,Iris-setosa
+101,5.778347129464403,2.646554309900955,5.0858335897734674,1.9099830611844442,Iris-virginica
+102,5.5669587769189866,2.997415678853402,4.487868192870285,1.5035799815337398,Iris-versicolor
+103,4.908431221693339,2.4201729080380256,3.2335534992493633,1.0883634177420682,Iris-versicolor
+104,6.605082641230412,3.113929037694528,4.436173280562549,1.4410197969245533,Iris-versicolor
+105,6.013524075548357,2.2,5.00307550408414,1.4997329619975721,Iris-virginica
+106,5.9209423918042665,3.2136886005779717,4.773229431549935,1.7693520237021603,Iris-versicolor
+107,7.049494540279138,3.0332519818546806,5.769248267654143,2.1504265404979863,Iris-virginica
+108,6.343257416240081,3.029506125341678,5.499409247223118,1.7804251287247634,Iris-virginica
+109,4.400000707219631,3.1803000446169163,1.330582646998121,0.2,Iris-setosa
+110,7.699998843610669,2.7760606871648137,6.699998853503334,1.9912517403337147,Iris-virginica
+111,6.064890527625413,2.99588580700675,4.60167641294825,1.382217110065816,Iris-versicolor
+112,6.297059153754955,3.2169957182587403,4.546282743990012,1.5217804017983927,Iris-versicolor
+113,5.115168842977215,3.823947147572526,1.614118916205097,0.2,Iris-setosa
+114,6.433302866415231,3.171095815116589,4.516455734455407,1.4821355648948251,Iris-versicolor
+115,5.292519618926448,3.39169680617819,1.6393273113730498,0.2,Iris-setosa
+116,5.284233682671906,2.915458696377729,4.27388630122894,1.4692283605759484,Iris-versicolor
+117,6.308684224664075,2.638118988591415,4.971517469618728,1.5901722155482456,Iris-versicolor
+118,7.699997920694502,2.7678729843510292,6.699998718924832,1.9694448150532984,Iris-virginica
+119,4.987185153008202,3.5140810463624343,1.2560598492531956,0.3149724970965222,Iris-setosa

iris/tab_ddpm/4_1/0/test.csv

@@ -0,0 +1,31 @@
+,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

iris/tab_ddpm/4_1/0/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/4_1/0/val.csv

@@ -0,0 +1,31 @@
+,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

iris/tab_ddpm/4_1/1/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.977994307901235,3.1666210019784193,1.2464476603570471,0.2,Iris-setosa
+1,4.671088925828201,3.3993686844285143,1.4013831562991639,0.29828452467001637,Iris-setosa
+2,5.282593488769241,3.8328440681729496,1.4313548642886926,0.4315354352733351,Iris-setosa
+3,5.693022194076439,4.399998748488026,1.495154948625228,0.3964828542088787,Iris-setosa
+4,5.633855079426833,2.7525355444528388,4.201860893709822,1.3240635834888808,Iris-versicolor
+5,5.030728041302993,3.2925131363509603,1.2958860502813345,0.2,Iris-setosa
+6,5.480550199720327,2.5891210530690048,4.267976349627477,1.2971989117231963,Iris-versicolor
+7,5.801387012795928,2.6943252456896865,5.100188267909604,1.901892978640578,Iris-virginica
+8,6.026644379846308,3.4060543026887693,4.4828332206656425,1.588830806307865,Iris-versicolor
+9,4.839203486286061,2.4050230082041053,3.2925240951762915,0.9300032810046494,Iris-versicolor
+10,6.572904286846536,3.0297080975480473,4.467818271642665,1.4113485270933612,Iris-versicolor
+11,4.862540219832147,3.11138505881137,1.491225036209373,0.10000009340725022,Iris-setosa
+12,6.4438844162001265,2.9354962444447783,5.528728530759473,1.8036255556888883,Iris-virginica
+13,6.686237909807268,2.998456251399929,5.0017460842112715,1.7199222957740357,Iris-versicolor
+14,4.774446968451846,3.063001949890787,1.382951016005277,0.2,Iris-setosa
+15,4.400000523221936,2.8846781942358404,1.3898734062410916,0.2,Iris-setosa
+16,5.034766927757665,2.4768857247256357,2.9627659569136124,1.0910820738434912,Iris-versicolor
+17,5.4679158981809195,3.39760975666643,1.991493679311965,0.2,Iris-setosa
+18,6.046154768862543,2.7272425395894198,5.098220340847941,1.6142712035024624,Iris-versicolor
+19,5.981887905449833,3.0074035182214596,4.902775008060449,1.80762347815905,Iris-virginica
+20,6.708323324169372,3.311689720348906,5.695984450488762,2.105068853163583,Iris-virginica
+21,6.764440724308463,3.2693286584326464,5.656520716259587,2.5,Iris-virginica
+22,6.298700252615313,3.3859289072766066,5.592046464846028,2.408884393691465,Iris-virginica
+23,6.489798856517204,2.9553869951648926,5.523644057181259,1.7970314119750042,Iris-virginica
+24,6.778478008137833,2.9926240184950617,5.5022385856053155,2.084827866138185,Iris-virginica
+25,4.993641156004908,3.2742113805941258,1.4095957761210849,0.2,Iris-setosa
+26,5.170221498940048,3.4296179041581447,1.4060962493942837,0.2,Iris-setosa
+27,7.245361961129734,2.9647770250137144,6.078094367129034,1.9817591608910892,Iris-virginica
+28,6.685732457799782,3.310065958332095,5.734944039697852,2.097399285117749,Iris-virginica
+29,5.886954266125126,3.195451292271498,4.830483101465828,1.8289676009046507,Iris-versicolor
+30,6.120631670881773,2.999270681314451,4.583900628758467,1.379235977836572,Iris-versicolor
+31,5.548599046183857,2.6536453985337762,4.194595810237335,1.276573847257909,Iris-versicolor
+32,6.328074688908889,2.7252672805689895,4.9009089982126985,1.793506590417653,Iris-virginica
+33,7.289640728515558,2.9098609053440088,6.3145198008787125,1.7784993905090951,Iris-virginica
+34,7.7,2.811687183733902,6.7,2.016060241907711,Iris-virginica
+35,5.340951230176835,3.8104682517359505,1.4320996787863443,0.3790348820718508,Iris-setosa
+36,6.0143015713350785,2.9543016329359326,4.726636797209493,1.8000126825272518,Iris-virginica
+37,5.401496795908692,3.9199489309551163,1.2735940137270454,0.5171553694588654,Iris-setosa
+38,6.228907859888162,3.2772291433763465,4.518691152636223,1.525033443973081,Iris-versicolor
+39,4.57677729966352,3.6071669419326735,1.0,0.2,Iris-setosa
+40,5.040660859314447,3.498327274743762,1.311049930058375,0.2543719094711809,Iris-setosa
+41,4.861230502182698,3.0781783883561076,1.4970390671395433,0.10000017358123897,Iris-setosa
+42,5.102980906058334,3.3073255224164546,1.695037437048047,0.4529095125965568,Iris-setosa
+43,6.541098254356052,2.962840550391839,4.379291450896833,1.378556314376901,Iris-versicolor
+44,5.935501771348878,2.9360755732991337,4.2861400231939975,1.3259905761492796,Iris-versicolor
+45,5.392796559130381,3.889930437444619,1.882205564944042,0.4163438421506093,Iris-setosa
+46,6.345924530848746,3.391213414930746,5.618214224086899,2.403146192032015,Iris-virginica
+47,4.915523501378664,3.0027678027171927,1.4064582800311254,0.2,Iris-setosa
+48,5.46784987614769,4.2041671325430165,1.4005188824120776,0.2,Iris-setosa
+49,5.168075487174484,3.4615961597897296,1.4894830328921125,0.2,Iris-setosa
+50,5.88836397020004,3.1903577870195177,4.8234253141558545,1.8028960108031322,Iris-versicolor
+51,4.903660903345401,3.0209509938924004,1.3987660039777052,0.2,Iris-setosa
+52,5.488119088584969,2.617610999082042,4.190475184016188,1.2763049262377064,Iris-versicolor
+53,6.30919917557656,2.8050507487003196,5.088872885371122,1.5128811008486183,Iris-virginica
+54,5.751434552342737,2.6290971011560798,5.071779388631372,1.9455451114373727,Iris-virginica
+55,5.082648191567658,3.5025763771520237,1.3848438962324017,0.2996259535215796,Iris-setosa
+56,6.3798452021434695,3.096634623109463,5.489366386172751,1.8049358200556394,Iris-virginica
+57,5.636511667494831,3.000930668071175,4.17844761153914,1.319261463840219,Iris-versicolor
+58,6.352908612597445,2.9387062908003756,5.547457499146797,1.811809359209791,Iris-virginica
+59,5.220706307412594,3.4343658901348157,1.411643616643707,0.2,Iris-setosa
+60,6.053337108955872,3.0044480280091417,4.545993776724481,1.3907755118260285,Iris-versicolor
+61,6.025430547662725,2.9548331391503453,4.805722074297653,1.809968500857211,Iris-virginica
+62,5.106212188218322,3.774537531920359,1.6723668918070296,0.23288443940844156,Iris-setosa
+63,4.690674334063003,3.4089888399102986,1.4713401951670484,0.29958007284151605,Iris-setosa
+64,4.4,2.901484191680444,1.402164934006096,0.2,Iris-setosa
+65,5.455385375708805,2.9974016589774024,4.543253899297572,1.5038301955627584,Iris-versicolor
+66,5.049371012419489,2.4604635597850373,3.332162873782685,1.0694460382074444,Iris-versicolor
+67,4.842513000368886,2.381489913187875,3.2764903343332015,0.970583463938642,Iris-versicolor
+68,5.1120933627507394,2.4939378804443133,3.0195013832546085,1.0067518745569137,Iris-versicolor
+69,4.989138113068584,3.186216358693301,1.2182472952732961,0.2,Iris-setosa
+70,5.205174093203558,3.455855522800618,1.493417030199082,0.2,Iris-setosa
+71,5.4810680009482065,2.4108606930348677,3.8813692584679256,1.1457544282688956,Iris-versicolor
+72,5.114483043000802,3.296258354249823,1.6956622233524905,0.5096562085206211,Iris-setosa
+73,5.477186744504943,2.9990524018125657,4.531049977279002,1.5021386369468206,Iris-versicolor
+74,5.498376648887624,2.3962635756411,3.665810302219529,0.9708743876315055,Iris-versicolor
+75,5.5098434702895736,3.002763633984247,4.506798473615323,1.499550978436229,Iris-versicolor
+76,4.919270575543111,2.4122557110323806,3.26285716555695,1.0513098122320108,Iris-versicolor
+77,4.4,3.0262503337718907,1.362903345373688,0.2,Iris-setosa
+78,4.887913196687469,2.406659390114572,3.2385549791357082,0.99232641330773,Iris-versicolor
+79,6.318428696680061,2.6984927902010023,4.912434177322314,1.817848253188757,Iris-virginica
+80,5.041225039541498,3.507574170562729,1.3813557115400306,0.31524422465683205,Iris-setosa
+81,5.106591697390683,3.3454458750268103,1.3782243310614892,0.2,Iris-setosa
+82,6.086326140715939,2.6061946381250873,5.575652787068691,1.397787740542813,Iris-virginica
+83,5.9905081079524845,3.3783791151831357,4.4886062507032305,1.5514302326465448,Iris-versicolor
+84,5.8148635802848165,2.7909363203239868,5.110075578733237,2.40491974451197,Iris-virginica
+85,7.699998268765682,2.8349001194866763,6.699997674697674,1.985280361236719,Iris-virginica
+86,6.707918128312203,3.311513559552241,5.64165853890815,2.4999995293327393,Iris-virginica
+87,7.253998910934114,2.8950749928143997,6.296492220952729,1.8012780209138715,Iris-virginica
+88,5.828625422839854,2.790165232010349,5.113375929786436,1.8695695534280332,Iris-virginica
+89,4.4,2.916918579584645,1.3725916469900068,0.2,Iris-setosa
+90,6.099880552629634,2.5898567123512697,5.619835540024499,1.396628980980627,Iris-virginica
+91,6.091139678787779,3.3295321697603604,4.540095278787945,1.585160152353303,Iris-versicolor
+92,6.343339092272643,2.7331677898448015,4.986413388813608,1.5997001585185873,Iris-versicolor
+93,6.587505017324995,2.9775258036803423,4.354839775295858,1.3892199523559796,Iris-versicolor
+94,6.293181800161719,2.5040263147290296,4.999680420380323,1.8975341986437835,Iris-virginica
+95,5.426681535207683,2.9917713085578024,4.499076964594593,1.4980841895464219,Iris-versicolor
+96,5.065310755611864,3.4972130479351895,1.3383864674555181,0.28154108326023564,Iris-setosa
+97,5.8040439551709255,2.688878187658056,5.093406492694236,1.9308907783445486,Iris-virginica
+98,6.287349556790802,2.7326211382623313,4.9362842335850905,1.7592659319265174,Iris-virginica
+99,6.327012344815177,2.8499932011952147,5.551500620869485,1.821331032277274,Iris-virginica
+100,7.7,2.816124342145655,6.7,1.9968273578561657,Iris-virginica
+101,5.990168484429241,3.386946723851977,4.5477921204695395,1.5985607793301333,Iris-versicolor
+102,5.626730047086399,2.9987263623656024,4.490332071207327,1.4922241739467053,Iris-versicolor
+103,6.2489846405815035,2.772152857105707,4.881061611997013,1.7793906805625865,Iris-virginica
+104,6.646316481801351,3.0274791441518674,4.3880379421515645,1.4089645104089736,Iris-versicolor
+105,6.005715916081965,3.3900124351480136,4.48747777775315,1.5819197353570786,Iris-versicolor
+106,5.505250242039692,2.9915955746678846,4.169346415450071,1.3337564590030622,Iris-versicolor
+107,5.5715928715568195,3.019550540596447,4.0770316012535055,1.3133730381198265,Iris-versicolor
+108,6.457953360257531,3.078839558912147,5.488663789637977,1.815618361199017,Iris-virginica
+109,5.474021839391916,2.58916814239046,4.414911129484912,1.1919032361258526,Iris-versicolor
+110,5.776488341458581,2.680908114371153,5.091762793637652,1.908028049392329,Iris-virginica
+111,6.912379876685173,3.1927639343430614,5.69711115310043,2.2939036711342315,Iris-virginica
+112,5.675830366530116,2.4745904716782388,4.988628659669802,1.9899321014250972,Iris-virginica
+113,4.584625459942551,3.204739193344978,1.3679223130269462,0.2,Iris-setosa
+114,4.604538517155422,3.3868941592868804,1.388683318006731,0.2996030884929688,Iris-setosa
+115,4.877920317101602,3.099739124410924,1.5087849886797828,0.1,Iris-setosa
+116,6.302800132328221,2.6992996753938168,4.917790188997316,1.7963741435994065,Iris-virginica
+117,5.208311851423901,3.407888118048523,1.400547295478916,0.2,Iris-setosa
+118,5.493981444708121,4.15878878991805,1.3919060685849478,0.2,Iris-setosa
+119,6.072125431481235,3.3230379311563305,4.526813225775523,1.561439418989102,Iris-versicolor

iris/tab_ddpm/4_1/1/test.csv

@@ -0,0 +1,31 @@
+,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

iris/tab_ddpm/4_1/1/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/4_1/1/val.csv

@@ -0,0 +1,31 @@
+,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

iris/tab_ddpm/4_1/10/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.51020118752707,2.430994278502541,3.896854946517851,1.107136428637494,Iris-versicolor
+1,6.0185474688741145,2.701976815174785,5.173317734385987,1.604425574473963,Iris-versicolor
+2,6.002548029370495,2.985642759876917,4.790378841529674,1.8160978085534625,Iris-virginica
+3,6.00244043351346,3.4030960683541,4.463009134442618,1.592454925315403,Iris-versicolor
+4,6.715484334814547,3.295176342174123,5.711498523552646,2.4999995043193475,Iris-virginica
+5,5.837163893358197,2.986461457881211,4.212414855558505,1.462958846899556,Iris-versicolor
+6,4.8609758612883,2.413879905583039,3.113175300494963,0.8923051012421646,Iris-versicolor
+7,6.665866497336148,3.119487295774724,4.430596736623727,1.4205051609115689,Iris-versicolor
+8,5.260637407581576,3.544054990619949,1.5338855854850095,0.2,Iris-setosa
+9,7.699997702057044,2.790754920264329,6.699998147839457,1.9934464607370395,Iris-virginica
+10,6.309118960923711,2.2970443552209376,4.459691026596241,1.2997533455354269,Iris-versicolor
+11,5.9265102829345695,3.1961950970291824,4.752622361734213,1.8117245252511738,Iris-versicolor
+12,4.4,2.884256138949194,1.3946499737631646,0.2,Iris-setosa
+13,6.331817153756964,2.5420866750550837,5.055854573355489,1.9045421208146556,Iris-virginica
+14,5.077002807433347,3.603180051814311,1.4440329769156006,0.3831093856392127,Iris-setosa
+15,5.4950870667346985,2.3940366577663257,3.789248400271127,1.1017502352222082,Iris-versicolor
+16,5.088949380736874,3.742434786443011,1.6151000987674915,0.2,Iris-setosa
+17,5.98843627329488,2.2,5.020300469528536,1.489575748926469,Iris-virginica
+18,5.739659352320962,2.995525685729861,4.29210168534405,1.492193580008855,Iris-versicolor
+19,6.0087064257005505,3.3904161105085535,4.484305001097013,1.5812918084137269,Iris-versicolor
+20,5.122745706974326,3.6746758713665413,1.5715914404689184,0.2,Iris-setosa
+21,5.1104508351275975,3.293931127091095,1.8620925343613381,0.45773660598148413,Iris-setosa
+22,6.099704933830704,2.991426619483901,4.607105537341231,1.4119343580773234,Iris-versicolor
+23,5.890576747392156,3.2021799242865505,4.818679452360283,1.7981470544646307,Iris-versicolor
+24,5.810604997755819,2.734868768675106,5.099775462297456,1.8895066164772525,Iris-virginica
+25,6.296763673765537,3.3810113711419114,5.580031133446166,2.3902250077429583,Iris-virginica
+26,5.0608029429022725,3.4732811357911597,1.347956631104674,0.29079990735816086,Iris-setosa
+27,7.699998841700788,2.7730777372105155,6.699997994860717,1.9588227276648817,Iris-virginica
+28,5.35482363474343,3.9152038748300186,1.2944590300839207,0.5123867693528539,Iris-setosa
+29,5.997467318528885,2.2000003167095294,4.961393287779239,1.5024490260948562,Iris-virginica
+30,4.490363665526297,2.299215879049633,1.3042342604007273,0.29292548845476774,Iris-setosa
+31,5.384330260894263,3.919494663259221,1.6915881913598931,0.3929111659513611,Iris-setosa
+32,7.69999900206023,2.8131131933469087,6.699998931862879,1.967790987948753,Iris-virginica
+33,7.112054108397055,2.991330120344415,5.869009962315406,2.111526739028919,Iris-virginica
+34,5.497570071873276,4.204019034165912,1.400349886222349,0.2,Iris-setosa
+35,6.300677326782824,3.412136437975101,5.616910913849055,2.409825902435656,Iris-virginica
+36,5.974264290569181,3.409605341260656,4.512058812514446,1.6339568100317925,Iris-versicolor
+37,5.1080982863666815,3.7634264744565344,1.8806616075401374,0.4151330976076426,Iris-setosa
+38,5.216181302614314,3.4729012873084084,1.5395479339497853,0.2,Iris-setosa
+39,5.9770802019750064,2.696261434103089,5.075401883745175,1.5557391154162479,Iris-versicolor
+40,6.126459185140188,2.976045883583147,4.586068727455699,1.3697026280853322,Iris-versicolor
+41,6.676275440951923,3.2902303496806606,5.669125023059259,2.085857809524416,Iris-virginica
+42,6.70027347928618,2.9828477378734495,4.998474651248968,1.7140390390236793,Iris-versicolor
+43,5.762688442819423,2.6840282062798537,5.062819666727486,2.2562370023934073,Iris-virginica
+44,5.518820601690746,4.201796643692824,1.4078463360273787,0.2,Iris-setosa
+45,6.193164967037139,2.3270836493540283,4.283380899367241,1.2826996939195519,Iris-versicolor
+46,5.108947659732269,3.7781321903473275,1.9032100054985586,0.486195159632009,Iris-setosa
+47,5.328637787447971,3.8876595510598344,1.475478382979534,0.2,Iris-setosa
+48,5.502303969595529,2.583051143805565,4.383597177057183,1.1716775476812322,Iris-versicolor
+49,5.996944217775883,3.002369611905734,4.751744956204954,1.8043779931953854,Iris-virginica
+50,5.800227466653208,2.6476741871842373,5.0928069358440915,1.9160133653359028,Iris-virginica
+51,6.351385847804047,2.46956032750099,4.828708978317705,1.5033986731397575,Iris-versicolor
+52,5.39479702729609,2.9970983298164993,4.4637068448414405,1.4804233498665953,Iris-versicolor
+53,6.327948283097062,2.4670121389868207,4.858490119012933,1.48526803340312,Iris-versicolor
+54,5.60658561575761,2.700088557181385,4.320609064474247,1.2876826360462252,Iris-versicolor
+55,5.798513704434116,2.67370016939432,5.084479087827013,1.9116355724105183,Iris-virginica
+56,5.865056918221317,3.181903007214237,4.772366886799204,1.7809110309481193,Iris-versicolor
+57,5.911128022446941,3.2072434389296207,4.789332870352289,1.7803437640302577,Iris-versicolor
+58,5.756500767604212,2.5999391627274484,5.067668674392844,1.9471120513745148,Iris-virginica
+59,6.411760685102398,2.942700794067016,5.4950127629275975,1.809162671740751,Iris-virginica
+60,6.28709621031497,2.485326041355247,4.853549313826904,1.4948499799170525,Iris-versicolor
+61,5.778640120490833,2.58164953228444,5.070239964625165,1.9488278183716137,Iris-virginica
+62,5.874261336585354,3.005565020869043,5.117120861499574,1.807410573128694,Iris-virginica
+63,6.286682083175066,2.7267394742937885,4.874747653608011,1.7776403836490995,Iris-virginica
+64,5.469519363789563,3.0028602488678198,4.5340694261076475,1.4993856881847243,Iris-versicolor
+65,5.112001234310967,2.5354568621975364,3.004141023177972,1.277535907771941,Iris-versicolor
+66,5.255667249162235,3.8998217948501717,1.7123721990894578,0.37589598873634145,Iris-setosa
+67,5.525050658179692,2.440428707915627,4.119219865824124,1.1690038047709441,Iris-versicolor
+68,5.083725559997204,3.402476111161009,1.505533142493274,0.2,Iris-setosa
+69,6.516727919401289,2.9788209278986058,5.520659925088561,1.8014048796119362,Iris-virginica
+70,6.736647239624716,2.885721778051245,5.967085773675809,1.8133714919407822,Iris-virginica
+71,6.689258147118946,3.1183147909099045,4.423603454123146,1.4101759746800577,Iris-versicolor
+72,6.2962611360065415,2.854086787682812,5.682256466401462,1.7894839876966853,Iris-virginica
+73,5.550126637871862,3.0078545163175954,4.143550055542498,1.309501278261458,Iris-versicolor
+74,4.997443660617776,3.608146319296137,1.4021474031208074,0.2,Iris-setosa
+75,4.7949198866310505,3.0803684798178024,1.4057845017847137,0.2,Iris-setosa
+76,5.2074841018571885,3.5010433109671206,1.4876442077545973,0.2,Iris-setosa
+77,4.4,2.911258629893542,1.4121119230021257,0.2,Iris-setosa
+78,5.256349041333236,3.593492393095133,1.5101305270693501,0.2,Iris-setosa
+79,5.1362186226078546,3.3697330358441238,1.3161138920793318,0.2,Iris-setosa
+80,5.060158817788802,3.4073846254066242,1.5078395377045548,0.2,Iris-setosa
+81,5.598468468418554,3.003721651897602,4.041325240273655,1.302365623245202,Iris-versicolor
+82,5.127061052123859,3.8471296384892435,1.8881198336913465,0.3929784727263821,Iris-setosa
+83,4.601589134888976,3.339886371033573,1.4016188176451432,0.24004244988620624,Iris-setosa
+84,4.916859634925689,3.029720631189384,1.3860828375546244,0.2,Iris-setosa
+85,5.0017272195244455,3.5996192069000514,1.3671887736341248,0.2,Iris-setosa
+86,6.6010668741503915,2.973426130291275,4.356915603599051,1.3955166703513386,Iris-versicolor
+87,5.913618133619351,3.0197179159996432,5.125469652664333,1.817627866038087,Iris-virginica
+88,5.929414568236194,2.8095812406189227,4.994329705686324,1.8392382761290316,Iris-virginica
+89,5.092859547765937,3.7177734875037856,1.4851456080703611,0.4273805962973486,Iris-setosa
+90,4.596312076185331,3.613647394339722,1.0000006226163751,0.2,Iris-setosa
+91,6.263193089401468,2.305403906513516,4.427818817499092,1.2994731828118944,Iris-versicolor
+92,6.0040254653069365,2.7008831243871048,5.097704805713764,1.6242688954825693,Iris-versicolor
+93,5.2240216996124955,2.7769253125408793,4.05158102517479,1.4339572387342403,Iris-versicolor
+94,5.802202437518162,2.7057423977309436,5.129811108704924,1.888527738241049,Iris-virginica
+95,7.7,2.7749301230212198,6.7,2.0603389344122567,Iris-virginica
+96,5.105604260415517,3.6440469495402983,1.5888191408415446,0.2,Iris-setosa
+97,7.7,2.8617420746361004,6.7,2.034671426791622,Iris-virginica
+98,6.714652303416441,3.004563798757292,5.487697030636279,2.081361872061695,Iris-virginica
+99,5.498605958920376,2.4125245479643183,3.68212137112024,1.0803736638291577,Iris-versicolor
+100,5.408682001894253,3.844576386549009,1.2957400913347095,0.39362682197030474,Iris-setosa
+101,7.068820585686093,3.00255641744579,5.8167698653510485,2.1014689611648105,Iris-virginica
+102,5.990800752045103,3.426811442224686,4.439029553645672,1.58820145245881,Iris-versicolor
+103,5.382722281230508,3.874561469081715,1.6640407077712305,0.38910312695931126,Iris-setosa
+104,5.0157594233964895,2.4705826753805193,3.3834652624703945,1.1422405162677935,Iris-versicolor
+105,5.756177207538817,2.754011622129583,5.101214885722877,2.373580039561655,Iris-virginica
+106,4.400000698602996,2.9010836837693867,1.4021531136572098,0.2,Iris-setosa
+107,7.206014151651141,2.996560916363481,6.007840365198134,2.0868038368569906,Iris-virginica
+108,4.582037666356873,3.6153178093987366,1.0000003730881428,0.2,Iris-setosa
+109,5.525467584754659,2.6085469377495794,4.42347544470924,1.2140523688250828,Iris-versicolor
+110,6.46602602429618,2.9911302140551754,5.558980987710826,1.779078144595453,Iris-virginica
+111,5.00306253082376,3.5059279404550443,1.3309049669414748,0.29479720361842027,Iris-setosa
+112,5.225594686850709,3.5108609354244718,1.5178918015157068,0.2,Iris-setosa
+113,5.016359422852123,3.306305839154038,1.4136138931888231,0.2,Iris-setosa
+114,6.663782559084501,3.0559949143564946,4.621261157873703,1.4780675675613677,Iris-versicolor
+115,5.792413633667992,2.677926704003965,5.094465158054112,1.9143027941888313,Iris-virginica
+116,5.289873690196568,3.398071798215786,1.6604518010919427,0.2,Iris-setosa
+117,6.686794300528186,3.0999873234102098,4.447321584867471,1.4248672907037259,Iris-versicolor
+118,5.069735822707279,3.3143165589882524,1.3214152104854797,0.2,Iris-setosa
+119,5.0336264723086375,3.3239544280872657,1.4334855838772225,0.2,Iris-setosa

iris/tab_ddpm/4_1/10/test.csv

@@ -0,0 +1,31 @@
+,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

iris/tab_ddpm/4_1/10/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/4_1/10/val.csv

@@ -0,0 +1,31 @@
+,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

iris/tab_ddpm/4_1/11/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1046581036043985,3.5974894944881886,1.4695532209073043,0.3828088205445459,Iris-setosa
+1,6.290125602754921,3.3947959349958583,5.6154372724672355,2.3941129995785753,Iris-virginica
+2,6.46401907587705,2.929070406541201,4.3548441153920665,1.3399931826002816,Iris-versicolor
+3,5.5321495595207555,2.677243301209176,4.226598540786736,1.3063339703865717,Iris-versicolor
+4,5.016677491207409,2.464281305471133,2.8147913542887535,1.118239233221633,Iris-versicolor
+5,4.8582839585639555,3.4460821607359704,1.616616541480231,0.2,Iris-setosa
+6,4.8493852565675555,3.0686742953922215,1.5110273660532438,0.1000001271907996,Iris-setosa
+7,5.00690723607753,3.178963996486046,1.1833443535055368,0.2,Iris-setosa
+8,5.791827346180256,2.7051239917675374,5.114138292265083,1.8917594109430267,Iris-virginica
+9,5.428281237600785,2.992858664650043,4.540970774609722,1.5070445758323883,Iris-versicolor
+10,6.944370721247802,3.1468772127141764,5.7211611488913166,2.2672243859422485,Iris-virginica
+11,5.812478345967381,2.6827297572140973,5.087140943910039,1.907682701467589,Iris-virginica
+12,6.378006906989569,2.6955867478519475,5.264254306240217,1.8852192551046194,Iris-virginica
+13,5.072576078052648,2.4899207359337483,3.0612363672831813,1.0718573178013293,Iris-versicolor
+14,5.112997131651498,3.8000844043193553,1.7272036151251098,0.44662343112444775,Iris-setosa
+15,5.298491548131978,3.8288371733371545,1.5540901569688146,0.2,Iris-setosa
+16,6.8553739937441565,3.1388544357851282,5.624204575880273,2.250999853805099,Iris-virginica
+17,4.882284450195315,3.099861516024986,1.4945076101695511,0.10000009140357319,Iris-setosa
+18,5.716813593874393,2.515179629124947,5.017263167759808,1.9880421915943716,Iris-virginica
+19,5.949203082831076,3.3073948914417297,4.539030710389858,1.6492511115559034,Iris-versicolor
+20,6.1509029942859215,3.011428988076765,4.50080976000431,1.3957930210943394,Iris-versicolor
+21,6.738424639721397,3.327574627065968,5.660705645653158,2.5,Iris-virginica
+22,6.685972224970631,3.298843189887159,5.634450550268829,2.499999383075141,Iris-virginica
+23,6.38569058956071,3.1159719103901344,5.514820590466974,1.813656884956518,Iris-virginica
+24,5.788382794245244,2.81428954835821,5.1087438003790036,2.404340064194084,Iris-virginica
+25,7.07550955550732,3.042835202034636,5.882592413052763,2.1780395478259216,Iris-virginica
+26,5.489261264714763,2.4138924249443265,3.8834338755702467,1.1654396606878712,Iris-versicolor
+27,6.713904673690493,3.3219855498726267,5.6976193674595885,2.4999995240895982,Iris-virginica
+28,4.967266802171779,3.2702826466874217,1.383874366185966,0.2,Iris-setosa
+29,6.698105218407645,3.0809275421740945,4.4494149540278345,1.392202597602661,Iris-versicolor
+30,6.2831830754841675,2.3061242052663866,4.436268141390844,1.2955102038752557,Iris-versicolor
+31,5.990397512308303,2.6931432432561855,5.123131502845051,1.6096110324056794,Iris-versicolor
+32,5.49962067050712,4.2050870317639495,1.3663029764687553,0.2,Iris-setosa
+33,5.352844701015328,3.417916200831298,1.6682052519082289,0.2,Iris-setosa
+34,5.084724470139405,3.299824035029335,1.6933723801104836,0.5146602657614847,Iris-setosa
+35,6.419870333266818,2.9803738904181576,5.419794416851149,1.8065084995671397,Iris-virginica
+36,6.123361181968095,2.6668775239710376,5.465881592464852,1.440373594540805,Iris-virginica
+37,4.815763122520515,3.413585802048037,1.5924033787514973,0.2,Iris-setosa
+38,4.995973888180628,3.5804365923957446,1.380857358548779,0.2,Iris-setosa
+39,5.118328493441181,3.394984713374789,1.5124127164351364,0.2,Iris-setosa
+40,5.1710899153500565,2.6923605140168534,3.863175421312654,1.4011888844517737,Iris-versicolor
+41,6.683864127335944,3.3001121172138728,5.615540526074562,2.5,Iris-virginica
+42,5.522944313858562,2.5375516152083715,4.2745910078374365,1.1624585287226266,Iris-versicolor
+43,5.000499989931311,3.608726691813534,1.4025083138721661,0.2,Iris-setosa
+44,5.289007223037363,3.6847659026068493,1.4996829293020757,0.2,Iris-setosa
+45,5.349077214081469,2.432531569384467,3.5595794412101656,0.9490634846138996,Iris-versicolor
+46,5.145003572401008,3.813997841324284,1.5840109509435796,0.22523960320857697,Iris-setosa
+47,4.880084621889632,3.103168649153599,1.5016290587435523,0.1,Iris-setosa
+48,4.4,3.212424211904525,1.2972340341761974,0.2,Iris-setosa
+49,5.502238453525433,2.392518523029327,3.660912848170003,1.0119289118217756,Iris-versicolor
+50,5.984592338087339,3.352911594335881,4.570655912929923,1.6379083599234794,Iris-versicolor
+51,5.045985575517631,3.359107769969677,1.415862034992219,0.2,Iris-setosa
+52,6.7806884299821,2.9985567321726525,5.466315809728311,2.0977361890021626,Iris-virginica
+53,6.367123799949709,2.8804856071770204,4.308278969762075,1.295439526892876,Iris-versicolor
+54,6.675723746543486,3.2935646432629357,5.721115486822053,2.5,Iris-virginica
+55,6.312254442975095,2.545317108996265,5.068840857125325,1.9084991782370302,Iris-virginica
+56,6.003951777096578,3.413326976868973,4.494438225207276,1.604154010259259,Iris-versicolor
+57,4.4,3.011031197733162,1.3547942801500414,0.2,Iris-setosa
+58,5.1054516242756,3.8706196183121913,1.699863760514893,0.2832051558811969,Iris-setosa
+59,6.333774161975034,2.727225773933107,5.325112623323681,1.855562972727496,Iris-virginica
+60,6.021481351854393,3.3826726700629415,4.4738772058454455,1.5964994324347828,Iris-versicolor
+61,6.284484681448888,2.3085522243149033,4.402851252166766,1.293941737325857,Iris-versicolor
+62,6.699730481511685,2.9503308041773946,5.385338312345586,2.060345074334566,Iris-virginica
+63,4.713332176008412,3.3660637137492753,1.410584178259891,0.2,Iris-setosa
+64,6.368899929039766,2.8997222252942554,5.545205672310228,1.8244764835449725,Iris-virginica
+65,5.573604780471261,2.681176146907164,4.2428728175938994,1.282612172328666,Iris-versicolor
+66,6.7326866711912885,3.005223473406991,5.0130224314205645,1.7084256518675935,Iris-versicolor
+67,6.690887340469733,3.29244313467795,5.651656700019349,2.0904590917126136,Iris-virginica
+68,5.053845253254711,3.5121173788996916,1.3699366639648993,0.3060838469249692,Iris-setosa
+69,7.699998654078876,2.7772765001345334,6.7,1.9803891360370065,Iris-virginica
+70,6.32682924508369,2.5224096325755174,5.02280143434758,1.8990095797965236,Iris-virginica
+71,6.311141321209498,2.657720658958963,4.876146749573493,1.795080484047525,Iris-virginica
+72,4.5929638231550305,3.194518439860349,1.3853424289467804,0.2,Iris-setosa
+73,6.775200549397598,3.040686313028875,5.536197755116675,2.122590618083261,Iris-virginica
+74,6.091306128880387,2.997134598190677,4.645038579051216,1.3936819215999967,Iris-versicolor
+75,5.80754274260932,2.7770712001806213,5.090957369102579,2.4062715642929025,Iris-virginica
+76,5.504496783145247,4.196452418108627,1.362340426219067,0.2,Iris-setosa
+77,6.565273766511775,2.9784566877588214,4.384126354335317,1.376275058611406,Iris-versicolor
+78,5.983019284609879,2.6922159997724346,5.093177120195438,1.5987374474572964,Iris-versicolor
+79,5.725862393731449,2.6006295205336203,5.0584041883966995,1.9429861928319667,Iris-virginica
+80,5.260482291711327,3.397597096497787,1.61352754113636,0.2,Iris-setosa
+81,6.604039090136878,3.0924015464098544,4.465670610091321,1.4398500758883388,Iris-versicolor
+82,5.403014706527434,2.9911097258940003,4.473707648106766,1.509018082223627,Iris-versicolor
+83,6.01000668534742,2.6966441643066172,5.106216722245375,1.5873484913222435,Iris-versicolor
+84,5.793217602074292,2.7005874531606238,5.107146348223831,1.90544858036374,Iris-virginica
+85,5.008216671623419,3.217026388704746,1.2234512751994318,0.2,Iris-setosa
+86,6.24549962928236,2.680808263322734,4.930918674726686,1.8286294157978176,Iris-virginica
+87,5.086986065926198,3.73742948368136,1.869305029867342,0.4167127013574395,Iris-setosa
+88,5.470506750486547,2.3994041921696803,3.5483700899125816,0.9843627230924631,Iris-versicolor
+89,5.900984490034058,3.2080191376357927,4.81685694090875,1.7765615852436822,Iris-versicolor
+90,5.735043105859436,4.4,1.4997919877052674,0.5402863505160156,Iris-setosa
+91,5.6191361689553325,2.985776527283813,4.21632514172644,1.3108222807102636,Iris-versicolor
+92,5.056542200059566,3.7596246924377716,1.6164765078272438,0.2,Iris-setosa
+93,5.0970237850368365,3.7921574724552407,1.8544175134209084,0.3846521629674222,Iris-setosa
+94,5.009583982158347,3.513782683960584,1.2879956585347576,0.28539008054712084,Iris-setosa
+95,5.836584009211819,2.8069563212560964,5.150866711891943,2.407527069503086,Iris-virginica
+96,5.114679730253154,3.394362180241182,1.6834107055024776,0.5318209374908265,Iris-setosa
+97,5.7264178108036035,2.5066197933158647,5.003673304107204,1.9885960505903788,Iris-virginica
+98,5.364436666828815,3.3972395488753704,1.645411236517488,0.2,Iris-setosa
+99,5.791853275473401,2.8157663868556972,5.163148299589785,2.4043367183931372,Iris-virginica
+100,6.6817266735041665,3.0014006907507125,4.986602230748078,1.6677623725323836,Iris-versicolor
+101,5.56413231179886,2.9621242063685043,4.128679560934404,1.2958979560369326,Iris-versicolor
+102,5.045576887715564,2.502062929681202,3.1045586881142135,1.2539867353875844,Iris-versicolor
+103,5.811469262080769,2.7220066131015317,5.133191932354665,1.8901469238706454,Iris-virginica
+104,5.500217271619046,2.473559827365424,4.007407124009209,1.170000346230923,Iris-versicolor
+105,5.086946726338647,3.296892730558183,1.8645021875194112,0.5052522977489902,Iris-setosa
+106,5.905318467150799,3.0094359385441574,4.236140818779607,1.4914435734637954,Iris-versicolor
+107,5.407373168938295,3.001276572000104,4.426665195677655,1.494063820281696,Iris-versicolor
+108,6.418508956189491,2.705151104994917,5.314247858791816,1.9086157679606428,Iris-virginica
+109,6.675441859134775,3.0442918612211973,4.42587295616762,1.4065610915012308,Iris-versicolor
+110,6.687039395082795,3.281759282161668,5.69858527288451,2.499999253211156,Iris-virginica
+111,6.683575721359616,3.0684906580228306,4.445769719442488,1.4078352712924118,Iris-versicolor
+112,5.779192907508232,3.012684709793129,4.167498739112156,1.3999074953313722,Iris-versicolor
+113,6.183565714837246,2.6608912029197365,5.4871401430404,1.4777335065828106,Iris-virginica
+114,4.588251260408443,3.6360684893031374,1.0,0.2,Iris-setosa
+115,7.7,2.8092018058345247,6.7,2.0298588033936573,Iris-virginica
+116,5.136359778627538,3.7432137680564823,1.588631451342584,0.45273403050960304,Iris-setosa
+117,6.097939715716965,2.6076674638321813,5.590109266102274,1.4085853461927984,Iris-virginica
+118,6.284370343118868,2.558302543030254,5.042844302715045,1.905028248460472,Iris-virginica
+119,6.901927990772174,3.0775167970122568,5.584595493234181,2.221085045804745,Iris-virginica

iris/tab_ddpm/4_1/11/test.csv

@@ -0,0 +1,31 @@
+,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

iris/tab_ddpm/4_1/11/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/4_1/11/val.csv

@@ -0,0 +1,31 @@
+,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

iris/tab_ddpm/4_1/12/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.999394873164923,2.991090422893004,4.931085078190152,1.803764456213228,Iris-virginica
+1,6.6739725456077625,3.047466821311195,4.43348168207326,1.3951172090842057,Iris-versicolor
+2,5.6616265570786295,4.4,1.4929404818962484,0.3941007726371321,Iris-setosa
+3,5.100457003816774,3.3967887709993607,1.495343377094965,0.2,Iris-setosa
+4,5.81098996136522,2.731018736902581,5.092121903819394,1.900412902710871,Iris-virginica
+5,6.1066065951970785,2.6169016545628385,5.007115991097491,1.5293179525193867,Iris-versicolor
+6,5.879134396104127,3.0201050589300613,4.274023736644323,1.5187845468545147,Iris-versicolor
+7,6.330694666801468,2.8685478083373135,4.294955732009075,1.2783145742229565,Iris-versicolor
+8,6.269175078660742,3.3463433232558564,5.570119616658146,2.374934105735324,Iris-virginica
+9,4.900491292793392,3.0987598227844875,1.48835949073835,0.10000009970038494,Iris-setosa
+10,5.0538902499671865,3.377750241954839,1.490479454777124,0.2,Iris-setosa
+11,5.3879182622919695,3.8743705849111905,1.2943869314987837,0.44513119800164425,Iris-setosa
+12,7.290459340147355,2.918171019798533,6.284954047745709,1.8216469159334159,Iris-virginica
+13,5.506735815290689,2.4022216183870815,3.823513060688498,1.16426566161222,Iris-versicolor
+14,5.393393651466344,3.000246799335105,4.484825337499928,1.4928022924371591,Iris-versicolor
+15,5.505431652423661,2.408235599559048,3.767816762961906,0.9663397705403858,Iris-versicolor
+16,5.92006730308765,3.1935265398229107,4.8220104831568085,1.784875316208931,Iris-versicolor
+17,5.108486073840428,3.3049006052469254,1.6988853650645601,0.5248665902884211,Iris-setosa
+18,5.1204138381455735,3.743223879702046,1.5974158287898728,0.2,Iris-setosa
+19,5.305463875187942,3.8483843810289677,1.5058466148995664,0.2,Iris-setosa
+20,6.866259376360868,3.119708912269467,5.598037170389907,2.2247107233650496,Iris-virginica
+21,6.233650555348166,3.0613092053159203,4.583795851793542,1.4347729749197813,Iris-versicolor
+22,6.3180579946944935,2.4816731296139167,5.0015131265544115,1.8896339439057643,Iris-virginica
+23,5.002517115269133,3.194035317441526,1.2281390394865785,0.2,Iris-setosa
+24,5.954062487177232,2.6897059791408067,5.071661327475562,1.5590726623746953,Iris-versicolor
+25,4.607193253583334,3.2572825662711185,1.3973533442824067,0.2,Iris-setosa
+26,4.582978314950795,3.4057244903881454,1.3785939184575164,0.2884843868887502,Iris-setosa
+27,6.625368406513046,3.0283825050524946,4.4012749286436215,1.4018251068563248,Iris-versicolor
+28,4.400000555528965,3.2080818226656005,1.2984753105451672,0.2,Iris-setosa
+29,5.700947038523791,2.749974245955622,4.23619700395322,1.3178762212635702,Iris-versicolor
+30,6.784061171242242,3.361808837525822,5.61809278765695,2.5,Iris-virginica
+31,6.264145295345039,2.660094762736567,5.001118427222766,1.8359389342750174,Iris-virginica
+32,5.0059837671164,3.595598236918418,1.3984429956884972,0.2,Iris-setosa
+33,5.104286724132808,3.302095581659264,1.6783021882193414,0.527749727696187,Iris-setosa
+34,5.14095293260807,3.3283281624779146,1.310719822070492,0.2,Iris-setosa
+35,5.405681874755977,3.382873125004525,1.8978943104344965,0.2,Iris-setosa
+36,6.605119707227496,3.2554378926968823,5.5966175067847335,1.9725863956385659,Iris-virginica
+37,6.519505639725537,2.9260666620526594,4.323592214261736,1.3343485912908948,Iris-versicolor
+38,7.6999990339779565,2.8002037953071506,6.7,1.989459044523517,Iris-virginica
+39,5.5139255342724836,4.1632016469717765,1.4001372338656835,0.2,Iris-setosa
+40,5.987333627211321,2.693980932390037,5.088898829033395,1.611097152506057,Iris-versicolor
+41,5.14727914945326,3.4459966304514245,1.5154700473508211,0.2,Iris-setosa
+42,5.625725655007766,2.9896344893573277,4.155904948533207,1.32251305391454,Iris-versicolor
+43,5.305629670019713,2.980977927599406,4.366712901980097,1.4869465007171856,Iris-versicolor
+44,6.480056157085015,2.92107429262209,4.278973276008447,1.3515513610593621,Iris-versicolor
+45,5.030286692068538,2.475690375326775,2.7567973297813326,1.0867072364610881,Iris-versicolor
+46,6.572041762208283,2.981919368317281,4.4230934186615025,1.4007938611887103,Iris-versicolor
+47,5.590556395978621,2.9888357945096495,4.185505732081263,1.2961985729174057,Iris-versicolor
+48,5.084545656736764,3.464296326762565,1.5535106431609498,0.2,Iris-setosa
+49,5.07263180436426,3.771380846326255,1.6086108394272103,0.40551822659990494,Iris-setosa
+50,5.480051642853482,2.7372808724704756,4.110657581401225,1.3037113888277907,Iris-versicolor
+51,5.020823431980377,3.2860996199962083,1.314420690497005,0.2,Iris-setosa
+52,7.699998274002253,2.7939346764108075,6.699998325985295,2.0046381638504847,Iris-virginica
+53,4.831303360800889,3.4042779962200247,1.5900240836035013,0.2,Iris-setosa
+54,7.699998184717025,2.802441909795563,6.699998829751369,1.9648383520677708,Iris-virginica
+55,5.507886506807766,4.180338916070675,1.404177440669962,0.2,Iris-setosa
+56,6.7977476855093055,3.0042550187310755,5.519320428347659,2.0831859000674635,Iris-virginica
+57,6.692971651697653,3.1227012474901783,4.409373649495597,1.404390167135626,Iris-versicolor
+58,6.300915552572589,3.4260087004599096,5.637915096687222,2.400111064622966,Iris-virginica
+59,7.101222591442519,2.9834954640236044,5.940389040237073,2.062018545294215,Iris-virginica
+60,4.912925478492719,3.099986721339716,1.4904261851588205,0.1,Iris-setosa
+61,5.122607347857371,2.5068379419179223,3.0478955811170567,1.0892035748804751,Iris-versicolor
+62,6.41783171339323,2.9068734819501314,4.292234903080373,1.2965473198441058,Iris-versicolor
+63,5.4979815395710805,3.0203962975851755,4.552272130777003,1.5054711245153314,Iris-versicolor
+64,4.884600758068806,3.408391402158027,1.5918450459301208,0.2,Iris-setosa
+65,5.1835445863341905,3.465053812346543,1.4999657363723866,0.2,Iris-setosa
+66,6.275657174970065,2.483131194986284,4.882027931865301,1.4838252405620196,Iris-versicolor
+67,5.19548653612844,3.4962379586253975,1.4906486658759242,0.2,Iris-setosa
+68,5.6120809066029365,2.6666748928149313,4.390825136012122,1.282707436222065,Iris-versicolor
+69,5.930831467792155,3.213755220434548,4.809519834025769,1.7917634479374622,Iris-versicolor
+70,6.757906842075082,3.0059235688765096,5.019335684805827,1.7162736405363244,Iris-versicolor
+71,5.454372857988592,4.1703957936723475,1.3939267872703645,0.2,Iris-setosa
+72,5.506455304460278,4.198739605354765,1.3804304745565203,0.2,Iris-setosa
+73,5.353288294880619,2.644908429714988,4.094463493015237,1.3101020948027646,Iris-versicolor
+74,5.262116679563249,3.5903833999748334,1.3655550593865895,0.3158449720196707,Iris-setosa
+75,6.160308726225295,3.0029526181313666,4.62076693213024,1.3875293138530782,Iris-versicolor
+76,5.549722326584122,2.70884128321347,4.1480974354313584,1.309925085027671,Iris-versicolor
+77,6.307877932300991,2.691294178051152,4.914820420216178,1.8216892001804406,Iris-virginica
+78,5.767260770565751,2.617372010962891,5.07167273428628,1.9185120552541919,Iris-virginica
+79,5.38216115080462,3.003087515112309,4.4844854258298605,1.5029727407132372,Iris-versicolor
+80,5.308161930152974,3.4615185279192406,1.6270045335694359,0.2,Iris-setosa
+81,4.400000770670499,2.9225662644914543,1.3651659830643057,0.2,Iris-setosa
+82,4.9093748246965925,2.3964573925832853,3.2865388899536248,1.056661466149857,Iris-versicolor
+83,5.2531330498774,2.5050062687706625,3.768419815752292,1.0589911372410543,Iris-versicolor
+84,5.144192259845234,3.415107695473914,1.5366532365370802,0.2,Iris-setosa
+85,4.612573543814245,3.188055515211968,1.3898031963087774,0.2,Iris-setosa
+86,5.970663230863497,3.295676170400411,4.66506804432361,1.6913838829368026,Iris-versicolor
+87,5.8117941241822955,2.369274803858602,4.0483367010087195,1.1029873949889124,Iris-versicolor
+88,5.7437207137379,4.399999257245266,1.4947636971377307,0.47885637822758154,Iris-setosa
+89,7.699999007380329,2.7859614253223968,6.699998934561861,1.9870981919112216,Iris-virginica
+90,6.0032228977607796,2.9911208548708994,4.737740396087557,1.7997038044437994,Iris-virginica
+91,5.896263589091749,3.195005487808728,4.771860999807027,1.7920154628528033,Iris-versicolor
+92,5.504903106322078,2.621323276046675,4.4045961108941585,1.2562362485068004,Iris-versicolor
+93,4.906424213510169,2.4100931997627284,3.1594509737457015,1.0163435686179358,Iris-versicolor
+94,7.35310567171221,2.9027668646978806,6.332114260774652,1.7920894508599068,Iris-virginica
+95,6.723563045416076,3.271606086288372,5.67013515579027,2.151175921405483,Iris-virginica
+96,6.672072307992494,3.048212032407641,4.932876740409301,1.6669472675524908,Iris-versicolor
+97,6.3085111603024595,3.3778826669416633,5.632153253509577,2.3993127692148626,Iris-virginica
+98,4.495733571583932,2.3002184693264054,1.2905736406153234,0.2967553974897569,Iris-setosa
+99,5.954115940999674,2.2,4.955508710637018,1.4616321143884137,Iris-virginica
+100,6.38029168403681,3.1060185333570227,5.51916200864552,1.8096987299037994,Iris-virginica
+101,4.623089116623133,3.3824989514186434,1.4026938062314203,0.2739185431316784,Iris-setosa
+102,5.80733810495801,2.7717497544741994,5.137769241170587,2.396120986720282,Iris-virginica
+103,5.253177482010567,3.589050432944495,1.4960130783585917,0.2,Iris-setosa
+104,5.123646503131605,2.5235040863200338,3.0900885005587435,1.2448957837853472,Iris-versicolor
+105,5.425637592839816,3.9112762700057973,1.3147114738337162,0.39602038825155533,Iris-setosa
+106,6.395973335109844,2.9238551829219626,5.535299469447383,1.7955379420891764,Iris-virginica
+107,5.7920375728372875,3.0563957866087867,4.569637963297643,1.5771543402397339,Iris-versicolor
+108,7.316751241822749,2.8978201365912604,6.322371925125992,1.8033074866974477,Iris-virginica
+109,4.996506410210868,3.1879234344494076,1.2330506330105384,0.2,Iris-setosa
+110,6.6278705944672875,3.2539496819786744,5.595480008383466,2.499998938885101,Iris-virginica
+111,5.190431405765109,3.5507449715547024,1.4027032279820588,0.250404320682766,Iris-setosa
+112,5.7892705830629145,2.8077239880432594,5.12289168689323,2.399390135800622,Iris-virginica
+113,5.09915620621183,3.3855836279772458,1.5053763541053917,0.2,Iris-setosa
+114,5.0018974602490065,3.222104944746293,1.232466789661014,0.2,Iris-setosa
+115,5.066377624348966,3.7002826754487974,1.426364025076893,0.2,Iris-setosa
+116,7.295787426615719,2.886781311310566,6.309559187499561,1.788193720212553,Iris-virginica
+117,6.083343223803648,2.607466918290265,5.5939457555259935,1.4084573395682753,Iris-virginica
+118,5.736322107221459,4.399997443138518,1.4998860693287126,0.3773940369167263,Iris-setosa
+119,5.537601517835371,4.214984617988744,1.4000530974873355,0.2,Iris-setosa

iris/tab_ddpm/4_1/12/test.csv

@@ -0,0 +1,31 @@
+,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

iris/tab_ddpm/4_1/12/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/4_1/12/val.csv

@@ -0,0 +1,31 @@
+,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

iris/tab_ddpm/4_1/13/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.6914555925527965,2.4673324248181197,4.975672354854733,1.9928280403868341,Iris-virginica
+1,5.993369671685466,3.3824495037050744,4.492109405189845,1.5559120833291085,Iris-versicolor
+2,4.673051882072398,3.238715400248188,1.4290545492781237,0.2,Iris-setosa
+3,5.808604500065587,2.7448984391140714,5.109754005928253,1.8789268858113057,Iris-virginica
+4,5.660504799674896,2.458252001036265,5.00632242512414,2.0450743903136277,Iris-virginica
+5,6.321876564232588,2.4583262712154714,4.834153817671787,1.4713394701175955,Iris-versicolor
+6,4.993859178323527,3.5968016427133453,1.3948801884786544,0.2,Iris-setosa
+7,5.4452539284626695,3.890436282879965,1.3226508014580873,0.3948948840893679,Iris-setosa
+8,4.508262903870819,2.2948427930431743,1.2882098176497558,0.2821176519782124,Iris-setosa
+9,6.003824110040692,2.20000032460298,5.022119040689789,1.4933320633107139,Iris-virginica
+10,6.391235704709733,3.0782919238110766,5.486074520019173,1.7990284997968669,Iris-virginica
+11,4.400000525721702,2.8941567749879646,1.4004675877490194,0.2,Iris-setosa
+12,6.376020975009453,3.079004696038827,5.523601916239806,1.788598901063753,Iris-virginica
+13,5.195540782306923,3.5125699161144714,1.4958640763316633,0.2,Iris-setosa
+14,6.2757080680888,2.300646349356886,4.379780772004421,1.2890034506352446,Iris-versicolor
+15,5.186130441202904,3.39959994736901,1.4089323237204043,0.2,Iris-setosa
+16,5.9648804443891885,2.200000275643132,4.98150111689283,1.5037110709935348,Iris-virginica
+17,5.97253151705635,3.0004559067269008,4.808905469560975,1.7846066642351128,Iris-virginica
+18,4.400000458687769,3.1985577747916887,1.2930942608568414,0.2,Iris-setosa
+19,7.7,2.824993297406262,6.699998977925218,1.9858712778067327,Iris-virginica
+20,6.611123080732374,3.307929790893096,5.614209813198173,2.3189397044478186,Iris-virginica
+21,5.2623067931153145,3.5041069577586264,1.4112577618706565,0.2,Iris-setosa
+22,4.501418007705525,2.304906810960256,1.3038109900547659,0.2950831476754669,Iris-setosa
+23,6.670897318729698,3.1309962295344724,4.45366060939108,1.414610086582587,Iris-versicolor
+24,5.15492799106828,3.5014154379694205,1.3622234998066693,0.26640473176516766,Iris-setosa
+25,5.096006984478672,3.2966736649337056,1.6983951091849776,0.5261636619479328,Iris-setosa
+26,5.792927093124549,2.7846340446075692,5.09972156838594,2.3949973425326223,Iris-virginica
+27,5.153157692258003,2.6080271094688965,3.215562811455791,1.3530256522654907,Iris-versicolor
+28,5.781910445612963,2.6720877722783936,5.071226833778179,1.9205982502796457,Iris-virginica
+29,7.356015494066844,2.900260423363286,6.320870279503766,1.8060927939820788,Iris-virginica
+30,6.270228352314626,2.697302502510013,4.901278344232717,1.809992374511566,Iris-virginica
+31,5.3860638241092955,3.956213766107638,1.3034945006861896,0.5042478584717881,Iris-setosa
+32,6.686267634100753,3.00725150642632,5.00858139767236,1.7258663590045127,Iris-versicolor
+33,7.7,2.798687160478644,6.7,1.9848675001863259,Iris-virginica
+34,7.699998589348938,2.819962445440973,6.7,2.002222280582034,Iris-virginica
+35,4.858659283009773,3.006832410745836,1.39137102536107,0.2,Iris-setosa
+36,5.313428253590151,3.701481103483077,1.5039326754952538,0.2,Iris-setosa
+37,6.279569356358995,2.87657448271114,5.514627596358943,1.686636103568825,Iris-virginica
+38,6.006382644173475,3.373080553601541,4.523428511215789,1.635398475845893,Iris-versicolor
+39,5.791429368510372,2.721490886537098,5.0959197995391765,1.8943262708828916,Iris-virginica
+40,4.680518086796219,3.433311877378189,1.3672466397006207,0.2801436331922547,Iris-setosa
+41,5.109410097981873,3.7303810429753117,1.5671302963328217,0.4102882237674256,Iris-setosa
+42,5.055908192405965,3.311620948691494,1.4058024739921677,0.2,Iris-setosa
+43,6.312076071435743,2.904827332598493,5.642466337507185,1.796085293885778,Iris-virginica
+44,4.492814373342077,2.300620015026251,1.2843988236839572,0.30401131113185315,Iris-setosa
+45,4.400000637653563,3.1809406013934542,1.3004016062291064,0.2,Iris-setosa
+46,6.128362726022649,2.602039618681465,5.599986591887383,1.4067479149937272,Iris-virginica
+47,5.177341853393508,3.3735823105146214,1.381827582089265,0.2,Iris-setosa
+48,6.413986494460321,3.0961193724786282,5.486967939073623,1.805996035418382,Iris-virginica
+49,4.727822122869481,3.4320587035240466,1.403165123228212,0.2,Iris-setosa
+50,5.498004762206597,4.201328559465857,1.4010460916279444,0.2,Iris-setosa
+51,5.896932136231714,3.009741994845283,5.083724209046804,1.7893500966741742,Iris-virginica
+52,4.8470800146155755,2.379753223374718,3.3612185287348852,0.9649989782645938,Iris-versicolor
+53,5.367493633432123,3.42796281415939,1.6923092910599526,0.2,Iris-setosa
+54,6.392678732270684,2.698390478268695,5.317975091754818,1.9069905251346748,Iris-virginica
+55,6.329302959225763,3.416389611263952,5.585977769427032,2.3937922710521584,Iris-virginica
+56,5.862287089861419,2.9959113132216753,4.219611106430905,1.4920849921295116,Iris-versicolor
+57,5.774890723592595,2.6338494262991867,5.090286992643473,1.93195057435042,Iris-virginica
+58,6.421712795729082,3.087220958351221,5.481456214777088,1.8023871306799581,Iris-virginica
+59,5.106777344371512,3.313495981240379,1.7667245293634986,0.48379084072478995,Iris-setosa
+60,5.798639674914084,2.6788388634231377,5.094158951401952,1.9079093772208433,Iris-virginica
+61,6.418462283028424,3.099715729562732,5.5077934980984145,1.8026801735292246,Iris-virginica
+62,5.986430125332872,2.200000324246803,4.98455617812445,1.496904194477021,Iris-virginica
+63,5.104472109488277,3.7232374693429593,1.4175782363366953,0.2,Iris-setosa
+64,7.258659053089044,2.884548637408357,6.278002946963526,1.7836979995431101,Iris-virginica
+65,5.123163045405051,3.7814673156931025,1.6021765258582725,0.2,Iris-setosa
+66,6.959478732854709,2.999753596148648,5.636713741371187,2.150333647498142,Iris-virginica
+67,4.4,2.904161193590616,1.4010913496702708,0.2,Iris-setosa
+68,5.742040975453744,4.4,1.5286285273622142,0.640302091091251,Iris-setosa
+69,5.292493298468234,2.6626684072322524,4.0567990324129575,1.3535070141055388,Iris-versicolor
+70,4.501883075518733,2.3129384219902964,1.3033929752680522,0.3135818935097231,Iris-setosa
+71,5.706869797680353,2.492724274151141,4.9946446678741605,2.0047619492489788,Iris-virginica
+72,5.006448960993999,3.300444126581552,1.4013302449865337,0.2,Iris-setosa
+73,5.111338916269071,3.811301662249177,1.5937963450764274,0.2,Iris-setosa
+74,4.869041819828238,2.9615178579675523,1.391952822787719,0.2,Iris-setosa
+75,7.1235774526639615,2.990115471005371,5.83798439099063,2.077795007324333,Iris-virginica
+76,4.576553776003981,3.396438963150572,1.3891645898501337,0.30382495984260033,Iris-setosa
+77,4.595079820135492,3.2307281066854,1.4032330765158372,0.2,Iris-setosa
+78,6.253414164973829,2.526753259463143,4.956687152084685,1.5209954256996323,Iris-versicolor
+79,6.328033130743541,3.4316663573869484,5.602955896652739,2.393853290003497,Iris-virginica
+80,6.037088859388914,2.2000002887708683,4.986878316692461,1.5099747165075292,Iris-virginica
+81,5.170143417028168,3.457513808568134,1.498110631373699,0.2,Iris-setosa
+82,4.991577916931292,3.1978913452891318,1.1954258991104032,0.2,Iris-setosa
+83,5.136614356341682,2.5444067325907613,3.5678323194442942,1.2849414747508756,Iris-versicolor
+84,6.686125449418634,3.2986773002339698,5.645705849098551,2.499999373247264,Iris-virginica
+85,6.83787613534706,2.994982483072118,5.542017148883247,2.104166013952819,Iris-virginica
+86,4.995645328865691,3.498956890495922,1.3469896067949734,0.2625661356019475,Iris-setosa
+87,6.373001657993309,2.915363599804093,5.387171435511255,1.6440120514992096,Iris-virginica
+88,6.781818388430702,3.0101397451517333,5.517115990168584,2.139272563470294,Iris-virginica
+89,5.817560567008782,2.8172759682231803,5.1212524499705845,2.4149920348920437,Iris-virginica
+90,6.103817045213679,2.9983777496392885,4.625356297025383,1.3908387974618435,Iris-versicolor
+91,6.316390982448561,2.684428240318563,4.931007920176487,1.799563341790107,Iris-virginica
+92,6.345365977439201,2.96150232701162,5.536506849947044,1.7946489262827925,Iris-virginica
+93,5.8314095934674235,2.8367968600924205,5.0956280446621385,2.3964068830853855,Iris-virginica
+94,4.899711173656696,3.1261826775153425,1.4937110922970802,0.1,Iris-setosa
+95,7.7,2.8186162217796853,6.7,2.0197105722757116,Iris-virginica
+96,7.7,2.810797065730336,6.7,2.064354147783815,Iris-virginica
+97,6.458645461600714,3.0688467695835357,5.508828830076264,1.8033798463504482,Iris-virginica
+98,4.908428472732087,2.407413863876687,3.2169395168543735,1.0417440539812481,Iris-versicolor
+99,7.7,2.8650362088164534,6.7,2.012465334673566,Iris-virginica
+100,5.805375707843442,2.828342118365297,5.112165593393715,2.4000503566234097,Iris-virginica
+101,6.000662947132774,3.40164104741438,4.532457260774794,1.6008574602148733,Iris-versicolor
+102,6.652118240826088,3.283457434538628,5.634680557995733,2.3272029277344637,Iris-virginica
+103,5.9925517359472344,3.4132691225725704,4.485512450122039,1.5984432440895344,Iris-versicolor
+104,7.215371815430308,2.976247293947151,6.041043506411449,1.9866561061135573,Iris-virginica
+105,4.998991108284644,3.217960152122133,1.218292649543736,0.2,Iris-setosa
+106,7.7,2.8130466322446313,6.7,2.0375478587138827,Iris-virginica
+107,4.628559344894548,3.3939037718025573,1.4060679755109151,0.3016722030265442,Iris-setosa
+108,6.42140910528742,2.7162827714181477,5.385797320532572,1.891896804814574,Iris-virginica
+109,5.9067736385102005,3.0007595406077923,4.148982576172106,1.5198193952516135,Iris-versicolor
+110,5.782322556638973,2.8004751734414213,5.14882215879085,2.4142561913185943,Iris-virginica
+111,6.189182662110867,2.641164917290889,5.09511436675187,1.9048026504195257,Iris-virginica
+112,5.616844091724702,3.007446763035943,4.077765596740077,1.3112473233177815,Iris-versicolor
+113,5.585127227867467,2.9905340470540507,4.0942101131828865,1.2673833299576267,Iris-versicolor
+114,4.950688436155969,3.5525370357262265,1.6206535269348503,0.2,Iris-setosa
+115,5.0934768058804725,3.511828952627276,1.3722713056584528,0.3001852398868872,Iris-setosa
+116,5.433158732001429,3.4213796141192367,2.0283670014717208,0.2,Iris-setosa
+117,7.7,2.804598148324342,6.7,1.9792434336225984,Iris-virginica
+118,5.03597457494374,3.5088349700629915,1.3640638199386967,0.3054220979524452,Iris-setosa
+119,6.352198238143773,2.785193442989807,5.104864056401754,1.4931447632403338,Iris-virginica

iris/tab_ddpm/4_1/13/test.csv

@@ -0,0 +1,31 @@
+,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

iris/tab_ddpm/4_1/13/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/4_1/13/val.csv

@@ -0,0 +1,31 @@
+,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

iris/tab_ddpm/4_1/14/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.501338501732895,2.403482448607483,3.721473055972478,1.0246536924986978,Iris-versicolor
+1,6.442687071859647,2.9255018269255317,4.323826423854125,1.3147616077327864,Iris-versicolor
+2,6.0149846518373264,2.621246208825059,5.020217655006564,1.5253358588942136,Iris-versicolor
+3,4.927437336064486,2.4081417293751497,2.9143876028556184,1.019793634953517,Iris-versicolor
+4,4.599080348009603,3.3942148732941884,1.3717254870429867,0.30137184434215675,Iris-setosa
+5,4.6018405280484895,3.6103165959566366,1.0,0.2,Iris-setosa
+6,6.43941006193915,3.0485214416141595,5.512556778522186,1.8030452978537497,Iris-virginica
+7,6.324364786334028,2.8014349394402913,5.096553183535137,1.5115224882473481,Iris-virginica
+8,4.6793359448196785,3.357055703840599,1.4124128978569948,0.2,Iris-setosa
+9,5.004779649095056,3.325501214389425,1.3991591817169717,0.2,Iris-setosa
+10,5.75671497978684,2.8256552878878667,4.415108284304663,1.370087940883523,Iris-versicolor
+11,6.308049219864685,2.722237185364686,4.912775669585301,1.7638148166479786,Iris-virginica
+12,5.893145894376673,2.9997371029009763,4.371749536102629,1.3636672235419443,Iris-versicolor
+13,5.192930504359977,3.498942832364369,1.50515224470233,0.2,Iris-setosa
+14,5.478455409567437,2.5707315983801884,4.364285461273036,1.089947120152778,Iris-versicolor
+15,4.4,2.8966780583991905,1.4003018538926404,0.2,Iris-setosa
+16,6.3267140902156065,2.913229965307497,5.582031608657861,1.790951043828202,Iris-virginica
+17,5.985905043741289,3.4045363350706874,4.458717170603271,1.5857041338246298,Iris-versicolor
+18,6.0140079198929275,3.0068540597680564,4.7304737928092795,1.8022331685460231,Iris-virginica
+19,6.306973229455481,2.89778555094672,5.5980052301722045,1.8062244914890493,Iris-virginica
+20,6.697652492702891,3.3067891977949504,5.707326778686104,2.0772429313042036,Iris-virginica
+21,4.892880989628988,2.397005470465168,3.201082529816863,0.9704343614376795,Iris-versicolor
+22,6.1171760731453855,2.616077915638059,5.010003685280347,1.53241806965146,Iris-versicolor
+23,6.783827598674958,3.1090425569122244,4.414481147077234,1.3996431412848072,Iris-versicolor
+24,5.259757600047117,3.8551016904537247,1.8435513602961617,0.4435975935551918,Iris-setosa
+25,6.2859476246185775,2.309868370079304,4.422222585221087,1.304514586715466,Iris-versicolor
+26,6.447511320603179,3.050823746664271,5.489409701075095,1.8021482276936147,Iris-virginica
+27,6.003514689270944,2.7129549827219184,5.104910715560503,1.604853294129129,Iris-versicolor
+28,6.682747359068121,3.2806964609603972,5.775692083464311,2.1082469827164645,Iris-virginica
+29,6.021547209680022,2.9825991936808776,4.578662651961971,1.37525975272659,Iris-versicolor
+30,5.950368110579602,2.981722954791617,4.429703944611602,1.4587801610736852,Iris-versicolor
+31,6.056639102088311,2.2000002946371717,5.023955089122675,1.5027245914607064,Iris-virginica
+32,5.777254677982597,2.6494769113663468,5.080441052572369,1.9175930590176589,Iris-virginica
+33,6.535942891777394,2.9597446630735393,5.391945148356647,1.8028853734783052,Iris-virginica
+34,4.630127343225543,3.244672887982019,1.4012830541776609,0.2,Iris-setosa
+35,6.3220173460765565,2.2948170698468693,4.3796131284438005,1.29872181702672,Iris-versicolor
+36,6.260128824571858,3.2630366956812615,4.529272824994073,1.5302819982532898,Iris-versicolor
+37,5.111413209336718,3.651702107690837,1.491389782636132,0.4163104174988238,Iris-setosa
+38,6.818640052950314,3.2504037253226223,5.673320568026925,2.2158694079186594,Iris-virginica
+39,6.276921655002445,2.62952039280702,5.032615868751373,1.901448040403788,Iris-virginica
+40,5.824719562613228,4.399999273595881,1.514553358637705,0.4017355487764007,Iris-setosa
+41,6.115036083986212,2.6265491105842598,5.58279902176416,1.4236077603044508,Iris-virginica
+42,5.0695011512888,3.650755338910243,1.621366602258996,0.2,Iris-setosa
+43,5.955622195337137,2.2,5.014851336776984,1.4939983647624275,Iris-virginica
+44,5.382409040760653,3.881516559956364,1.6970719924108426,0.3917897484287697,Iris-setosa
+45,5.494113799659597,2.5968304719293687,4.419271527461105,1.1325825450779432,Iris-versicolor
+46,5.5716751702249,2.654078952910487,4.387699729968504,1.2642323802465476,Iris-versicolor
+47,6.330911254974634,2.909648520085295,5.585573091489651,1.783308704919284,Iris-virginica
+48,5.778478014553509,2.6451901220766296,5.0669502194398,2.240813646235668,Iris-virginica
+49,6.286250880062069,2.298273991758007,4.378760155794892,1.3094502307234333,Iris-versicolor
+50,4.984649036640474,3.5751140998274007,1.3871047403229733,0.2,Iris-setosa
+51,4.95999223966542,3.527986359883395,1.3145064248667302,0.3001543959865943,Iris-setosa
+52,4.4,2.904794725843839,1.4095795200797725,0.2,Iris-setosa
+53,6.623590067087554,3.0109335000053417,4.380726877295939,1.3898629809651188,Iris-versicolor
+54,4.9075524809582785,3.5173017970682845,1.3446842498982114,0.2876438419456312,Iris-setosa
+55,5.012712273338393,3.522546363322107,1.387244411343573,0.3081627789166683,Iris-setosa
+56,5.487523780553826,2.6144542695043063,4.376507554938142,1.1477422254063052,Iris-versicolor
+57,5.796801030985626,2.7821955796236404,5.099541786883464,2.395580067861788,Iris-virginica
+58,4.992340857781301,3.3031808208820626,1.3942271048910937,0.2,Iris-setosa
+59,5.370020272108169,3.8914056737206457,1.8192358494847618,0.3901166695117735,Iris-setosa
+60,6.681525525251203,2.9105951137841504,5.8995072492013625,1.7697106325842495,Iris-virginica
+61,6.012214994775178,3.0015038660989366,4.781966279483275,1.8071104620983254,Iris-virginica
+62,6.678823760468119,3.0988070822807128,4.426143475220911,1.400223569842003,Iris-versicolor
+63,5.448424423869023,2.982278638259685,4.443829346323939,1.500753802095141,Iris-versicolor
+64,5.910194085330668,3.2094058821522338,4.7530690549753745,1.7986732797318161,Iris-versicolor
+65,5.509111775412678,2.596035757608225,4.286703567258184,1.205644692554021,Iris-versicolor
+66,5.790633968160047,2.722314585457305,5.085048332579626,1.897110016228258,Iris-virginica
+67,6.754861060855079,3.168656383442614,5.617360012391154,2.108856115826378,Iris-virginica
+68,5.474645609537449,2.403355806227726,3.7254734476465012,1.1009458057497659,Iris-versicolor
+69,5.63275310204307,2.6944860997626505,4.209565192387071,1.3062059980130982,Iris-versicolor
+70,6.682573673782085,3.2943033102569386,5.645212417334998,2.0928462608842593,Iris-virginica
+71,5.501381531207056,2.391672580191899,3.747725016519568,1.0728066190119718,Iris-versicolor
+72,4.923507297787901,2.423308433030965,3.2270342263120497,1.0690993836115803,Iris-versicolor
+73,5.165822565055035,3.466391979445872,1.5092929717977017,0.2,Iris-setosa
+74,6.939472996316862,3.200204017669272,5.676187700167572,2.285388982834915,Iris-virginica
+75,4.610012476626107,3.2094076598234134,1.3773580057510133,0.2,Iris-setosa
+76,4.844812492737666,2.9599148746431405,1.405103623367128,0.2,Iris-setosa
+77,4.997027063128659,3.496237666811,1.3165755138801876,0.3019703369610003,Iris-setosa
+78,4.4,2.9072403675271485,1.401826179348317,0.2,Iris-setosa
+79,7.6999990619037515,2.7765916482830595,6.7,1.996029728588467,Iris-virginica
+80,5.100838560961053,3.8363480861799726,1.5753533806932651,0.2,Iris-setosa
+81,4.590617509421243,3.6028174794279004,1.0,0.2,Iris-setosa
+82,5.008613004280623,3.4998116048951333,1.3102226277698459,0.2938148220551445,Iris-setosa
+83,5.917270394933157,2.9930655882494097,5.096763202372478,1.8028485700709584,Iris-virginica
+84,5.107965605109445,3.769199132475573,1.6800090084294599,0.25385490001146693,Iris-setosa
+85,6.066623642356867,3.367703017183484,4.507353279054136,1.5970016540742664,Iris-versicolor
+86,5.983986126048304,2.7031175099146982,5.08437812888881,1.5955141925219183,Iris-versicolor
+87,5.227999890004789,3.4310364336719945,1.3996339431467086,0.2,Iris-setosa
+88,4.4,2.888798154921917,1.4073319627223733,0.2,Iris-setosa
+89,5.063537553855466,3.5048464809345785,1.3530073029659544,0.32849755247669987,Iris-setosa
+90,5.782114215349956,2.597981770687395,5.02184117561446,1.9428640682815257,Iris-virginica
+91,6.264826170499926,3.4074290715955735,5.592166865516644,2.3937855554059464,Iris-virginica
+92,5.234049742149859,2.4897054569968238,3.097027598983364,1.181417561637914,Iris-versicolor
+93,4.98128621035986,3.501398255810717,1.3088397199705697,0.2868872532903014,Iris-setosa
+94,6.0926937755042365,3.056545780680415,4.530405489435772,1.4853927929735793,Iris-versicolor
+95,5.145795583663342,3.8439243404236585,1.6084784393954372,0.224150997365919,Iris-setosa
+96,6.325868214698004,2.29661842396239,4.409707112388537,1.291120623480686,Iris-versicolor
+97,5.90338715387184,3.0144234423889076,5.108785923745703,1.800980122231575,Iris-virginica
+98,5.998213812661941,2.697593811591479,5.129168237603977,1.6025578970742083,Iris-versicolor
+99,6.315524953737732,2.7892370915092948,5.103585937065566,1.4929890106667272,Iris-virginica
+100,4.908288593937599,3.1151500059171284,1.5161734999221064,0.1,Iris-setosa
+101,5.111163199845945,3.7853357755470327,1.955849812134275,0.39460607615443455,Iris-setosa
+102,5.177150669510326,3.4168450478328287,1.444860297455278,0.2,Iris-setosa
+103,5.937288556134178,3.228659733108893,4.717622866403324,1.7128336982880865,Iris-versicolor
+104,5.994349176532217,2.9977513966160125,4.754590430833116,1.8093068309545155,Iris-virginica
+105,6.66998404207379,2.9636491842683195,5.409634846476311,2.0359647337706783,Iris-virginica
+106,4.612272143965902,3.1848141614846903,1.3650147637967687,0.2,Iris-setosa
+107,5.087092294295532,3.5251430410119893,1.4476748922868172,0.2,Iris-setosa
+108,5.229350878215186,2.634894482564889,3.894510432169591,1.3567817668969142,Iris-versicolor
+109,5.974136011018255,3.3648528285708363,4.5186998509851675,1.6236073150914474,Iris-versicolor
+110,5.754989385420623,2.936386120133605,4.16943728852359,1.3171852856517594,Iris-versicolor
+111,6.289247266078419,2.877388257843107,5.695484547441131,1.8135448722580554,Iris-virginica
+112,6.425120232034102,2.6947395104132297,5.2450060468292925,1.8982920069834623,Iris-virginica
+113,4.611261824484921,3.4168460789444564,1.3954579830705374,0.2827437423299689,Iris-setosa
+114,5.133550282034904,3.53037197153152,1.4217572145836388,0.2,Iris-setosa
+115,5.169915486407765,2.6869035872564733,3.922490283254386,1.4076963441506594,Iris-versicolor
+116,4.655137961995558,3.4073229517254213,1.405320793441739,0.3011781380134514,Iris-setosa
+117,4.970648565974776,3.596892215191347,1.3737623788468514,0.2,Iris-setosa
+118,6.105871901511517,3.009885671992422,5.0778329332501615,1.8126078667079966,Iris-virginica
+119,7.699997672561354,2.7630542271469856,6.69999693314237,2.0412096303714913,Iris-virginica

iris/tab_ddpm/4_1/14/test.csv

@@ -0,0 +1,31 @@
+,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

iris/tab_ddpm/4_1/14/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/4_1/14/val.csv

@@ -0,0 +1,31 @@
+,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

iris/tab_ddpm/4_1/15/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.653106888851643,2.9935815237640218,4.179263661946708,1.3204281162793818,Iris-versicolor
+1,6.35476079528071,2.8861262464553827,4.269164832107322,1.2963926062274407,Iris-versicolor
+2,4.821938331111904,3.3995836634171024,1.5989396427925142,0.2,Iris-setosa
+3,4.90346206363593,2.404172925817793,3.425520073861062,0.9329641961930347,Iris-versicolor
+4,4.889481260022115,3.092795285465711,1.4897402787003107,0.10000012307299928,Iris-setosa
+5,5.513095462278794,2.6231904348580457,4.287922648314737,1.2794233523421124,Iris-versicolor
+6,5.830833670397229,3.0092975634271055,4.279870772348225,1.5138358509400962,Iris-versicolor
+7,6.270782410257521,2.3014404993247917,4.372813651507929,1.305135724310332,Iris-versicolor
+8,7.7,2.8099667188480097,6.7,1.9890494853472922,Iris-virginica
+9,7.282950938796684,2.900335390813237,6.3034809324415555,1.7945098986140724,Iris-virginica
+10,5.1046711074536075,3.7658400088678445,1.632307639112872,0.4110991953549308,Iris-setosa
+11,6.2733215954986,2.7083361673951414,4.857924389655664,1.7953018107464094,Iris-virginica
+12,4.870721569681891,3.0914383566783976,1.4902544237772273,0.1,Iris-setosa
+13,6.877455959954717,3.1271521127537745,5.676559724773805,2.206483685931517,Iris-virginica
+14,6.09613384985237,2.5872755690009517,5.673634917562698,1.3888146876362901,Iris-virginica
+15,4.998184608733522,3.5984982041307303,1.369869090656765,0.2,Iris-setosa
+16,5.457345229600739,2.410474526067986,3.551816712997409,1.0185678753946017,Iris-versicolor
+17,5.597214419205058,2.923935794455942,4.058884138846077,1.3123619541934444,Iris-versicolor
+18,6.177008333133342,2.629892714100743,5.527569569175238,1.45358797319992,Iris-virginica
+19,5.368283627438725,3.6985914143844782,1.4014315442095944,0.2475560014550646,Iris-setosa
+20,5.369054718110571,3.8988530844142644,1.9297450373084462,0.5070068531143569,Iris-setosa
+21,5.982195755142528,2.702030105625835,5.087710791649865,1.5879753813230244,Iris-versicolor
+22,5.577011089812134,2.526959753512307,4.065910428398277,1.261389387765065,Iris-versicolor
+23,6.711368364325421,2.9949535259918254,5.011079167767285,1.7007478527389355,Iris-versicolor
+24,6.305165861744152,2.6479638889187584,4.917775833880565,1.8089194805178828,Iris-virginica
+25,5.504140802016139,2.3897333428017147,3.5575651913673116,1.1256598810083194,Iris-versicolor
+26,4.797712291731109,3.3988025920839995,1.6103135218751496,0.2,Iris-setosa
+27,5.9470960425559225,3.2825807578886783,4.668206493666979,1.7046483479306123,Iris-versicolor
+28,6.910918068598456,3.1401913451248733,5.6609948339550344,2.2532684703130657,Iris-virginica
+29,5.879909273755199,3.202924677732643,4.752928276160025,1.8141190681690578,Iris-versicolor
+30,5.318884609855142,3.6928753602104987,1.5714544009205842,0.2,Iris-setosa
+31,4.605308735100883,3.3015833813154067,1.4022823226613108,0.2085005068046396,Iris-setosa
+32,5.484312584610927,4.216394718738794,1.380158996882444,0.2,Iris-setosa
+33,4.886571052790909,3.1095822128472745,1.4854269187988278,0.10000020947413994,Iris-setosa
+34,6.111617591805891,2.605087645468053,5.577205984806927,1.4469149188282682,Iris-virginica
+35,4.605064895571426,3.598280273028218,1.0000005864369925,0.2,Iris-setosa
+36,5.048333670473458,3.379245268761677,1.364441981878096,0.2,Iris-setosa
+37,6.481814781426785,3.0360547280168877,5.515928795818936,1.7830522516762388,Iris-virginica
+38,5.020566597612486,2.466894485542829,3.0844324958905753,1.2192921064507358,Iris-versicolor
+39,6.476593408304894,2.9914460428050504,5.479953379320026,1.8053161092313361,Iris-virginica
+40,4.906875626204396,3.011959751530071,1.3721939359450221,0.2,Iris-setosa
+41,4.897370704703345,2.392278274042333,3.76153925762274,1.0404332935869114,Iris-versicolor
+42,5.9804190243926465,3.3408061073883366,4.57554087742863,1.6252362798188913,Iris-versicolor
+43,5.824026410024232,2.7398523258371035,5.095445149419958,1.8900014463508712,Iris-virginica
+44,6.377083891699173,2.7847562712404184,5.475334712676423,1.8747025196778826,Iris-virginica
+45,6.683132381200732,3.2671656778032903,5.669554760172468,2.114369943570113,Iris-virginica
+46,6.49705740287579,2.943659869448958,4.349218178307588,1.356415238988986,Iris-versicolor
+47,5.800630964514789,2.797924353385557,5.116393094591491,2.3965398153494353,Iris-virginica
+48,6.336106081186329,3.230966969473622,4.502006578318316,1.5179456531279472,Iris-versicolor
+49,5.061865104945918,2.4824881000204364,3.0538954595164722,1.0126081274516432,Iris-versicolor
+50,7.699998179166582,2.8166484513469414,6.699998367807255,1.9959494907063233,Iris-virginica
+51,4.400000639191428,2.9009740793112537,1.4043956316459887,0.2,Iris-setosa
+52,5.25832405262828,3.453933806865372,1.4084932624545883,0.2,Iris-setosa
+53,7.699989564996515,2.8096933014245598,6.699991303710659,1.9888489091472996,Iris-virginica
+54,5.669000767363595,4.4,1.4805086827966598,0.38647952180594536,Iris-setosa
+55,5.010219051627625,3.496236307416385,1.3089582058515938,0.3053012869980415,Iris-setosa
+56,6.531160384855764,3.1720143716015845,4.453261525013684,1.468746791237592,Iris-versicolor
+57,5.41458213872741,3.389269870304139,1.7324135372348273,0.2,Iris-setosa
+58,6.2506305747686355,2.383309585778669,4.608650689501045,1.3911753312880772,Iris-versicolor
+59,5.797633811097301,2.7975521613644903,5.096383139551017,2.4112146219011894,Iris-virginica
+60,6.288617787502356,2.4764351201076886,4.849359566028965,1.485390736946746,Iris-versicolor
+61,4.988309662534911,3.5799214424521026,1.4035575386330716,0.2,Iris-setosa
+62,5.813740905976932,2.7948560080808837,5.1538340115213686,1.8790676408672677,Iris-virginica
+63,7.7,2.7784303717899155,6.7,2.017475290865162,Iris-virginica
+64,5.739010022519298,2.535184881744739,5.040599499382632,1.9849010762130692,Iris-virginica
+65,6.293544048734496,2.7826591807240577,5.082183912551253,1.5099143490144746,Iris-virginica
+66,7.7,2.800194913088702,6.7,1.9942753019104755,Iris-virginica
+67,5.877282903939716,2.9834471426059235,5.082677361938716,1.7978763332908105,Iris-virginica
+68,5.444299128371913,3.3822900376317704,2.0053311846773894,0.2,Iris-setosa
+69,5.990609031705485,3.3297366595195435,4.588029095230624,1.650359967825966,Iris-versicolor
+70,6.167104785267876,3.0311969075187584,4.544826974149142,1.4178547582080536,Iris-versicolor
+71,6.028809600993595,2.6990976577020724,5.1345304278125585,1.6042710731153595,Iris-versicolor
+72,6.736850860616358,3.298212522734213,5.73953858320181,2.112503418171369,Iris-virginica
+73,6.2817272131813615,2.4600203792982196,4.810690444255231,1.4781272395125968,Iris-versicolor
+74,6.316356896438249,3.4041685251314133,5.592107717679416,2.410607261094042,Iris-virginica
+75,6.750046506815373,3.314769581962042,5.651621175002281,2.5,Iris-virginica
+76,4.4,3.22909065303176,1.299826008407919,0.2,Iris-setosa
+77,6.004066653483104,3.4062762854147706,4.521277802730432,1.6184693942499548,Iris-versicolor
+78,7.213430672788914,2.893796248691897,6.250202639391771,1.825077554164456,Iris-virginica
+79,5.681742322274839,4.39999915477634,1.4903270381246378,0.4962817520799914,Iris-setosa
+80,5.5043853639536415,4.204146068407162,1.4008704545359882,0.2,Iris-setosa
+81,5.814877398319208,2.698764036732343,5.102898285538092,1.8973984921431835,Iris-virginica
+82,6.4556433705708995,2.996637214206164,5.443198349977732,1.8068704957970376,Iris-virginica
+83,6.304132797163505,2.453954422868432,4.803231736001707,1.478008181103401,Iris-versicolor
+84,5.467221367757281,3.0118950931598913,4.544928892109969,1.5083291742271328,Iris-versicolor
+85,6.349220817490096,3.3916925114468786,5.6376676724510695,2.3831640223853534,Iris-virginica
+86,6.423872696879147,3.084180768038427,5.478996521540012,1.8069500993212984,Iris-virginica
+87,5.66089110167755,4.399999074869196,1.48150269774063,0.3835181294011403,Iris-setosa
+88,6.034523625031433,2.2000002845757893,5.003734751880763,1.5038522831087446,Iris-virginica
+89,6.010067846638948,2.6900240304123693,5.125467412144963,1.6058933270909521,Iris-versicolor
+90,5.1673464252417185,3.812375831765242,1.6808279261393855,0.39164568391388044,Iris-setosa
+91,6.476642228694438,2.9951487835518367,5.495234998349252,1.7799322315250072,Iris-virginica
+92,5.423826282793366,3.92726409713596,1.305364303726426,0.4303605781819785,Iris-setosa
+93,6.374334651287136,2.9922513577272736,5.465370985675273,1.8243739157982966,Iris-virginica
+94,4.604924943979834,3.6354334808429396,1.0000004892698326,0.2,Iris-setosa
+95,5.730321091258566,4.399999193785017,1.512726270624097,0.3935019858772122,Iris-setosa
+96,4.998907596575049,3.4605945738065196,1.3219297180655665,0.23132348070019654,Iris-setosa
+97,5.498642721016606,2.415553333594934,3.849596658324791,1.1714078910121744,Iris-versicolor
+98,5.730186849034466,4.4,1.498180874995549,0.5163934353810963,Iris-setosa
+99,4.612336615330486,3.161113463654366,1.4087550791994659,0.2,Iris-setosa
+100,6.315530906201791,2.5235192521015066,5.0215107337813825,1.8885596567205165,Iris-virginica
+101,5.586606311274911,2.652947375881427,4.184377251689243,1.288162716798104,Iris-versicolor
+102,5.156267103685637,3.314481851172352,1.7174551571492276,0.3490592858568037,Iris-setosa
+103,5.914890768447396,2.7162207205510533,5.028217913901463,1.553568290000774,Iris-versicolor
+104,5.465298404352164,4.133547595405528,1.4078390728538304,0.2,Iris-setosa
+105,6.732429627598004,2.9941413471632976,5.027799206656683,1.7265267250675886,Iris-versicolor
+106,6.619362579617384,3.316814288974976,5.669840646674579,2.244130785478651,Iris-virginica
+107,4.582015388243453,3.668416208639988,1.0,0.2,Iris-setosa
+108,5.193214316910458,3.4959436314028802,1.5085293892299105,0.2,Iris-setosa
+109,6.78545981590645,3.2224010212329266,5.764861600373906,2.2887300868335343,Iris-virginica
+110,6.355375724070623,2.861196185558488,4.267008177869583,1.2886738827439408,Iris-versicolor
+111,5.808488083849313,2.819871185893682,5.096138749773917,2.4022687127304265,Iris-virginica
+112,6.273455650253924,2.5010669934272522,4.908610458664388,1.5169847824347726,Iris-versicolor
+113,6.0134332852766,3.4197188528866653,4.536473155213908,1.6164642405771297,Iris-versicolor
+114,5.518509666190421,2.448318460612539,4.140228595049067,0.9702993895363713,Iris-versicolor
+115,5.494718917426373,2.3883556459819504,3.7093845996400843,0.9992058351543991,Iris-versicolor
+116,7.7,2.7500478554779066,6.7,2.0483461425182967,Iris-virginica
+117,6.107001089513648,2.6059005678211404,5.64252568768651,1.4027676937866673,Iris-virginica
+118,5.113444939255953,3.80053087664163,1.6729051581722267,0.4421269321107185,Iris-setosa
+119,4.502065308997849,2.309586650398484,1.3122692240882787,0.30275491181995967,Iris-setosa

iris/tab_ddpm/4_1/15/test.csv

@@ -0,0 +1,31 @@
+,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

iris/tab_ddpm/4_1/15/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/4_1/15/val.csv

@@ -0,0 +1,31 @@
+,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

iris/tab_ddpm/4_1/16/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.886674889703011,2.9941453006207457,1.3857614904657276,0.2,Iris-setosa
+1,5.496460182986065,3.011884612421049,4.516560939631484,1.5271110092436062,Iris-versicolor
+2,6.858312154568452,3.018162586887093,5.5327339563035824,2.1440315229759577,Iris-virginica
+3,6.698868609164643,3.051515894130155,4.80725797536958,1.5623323538874998,Iris-versicolor
+4,6.371193863249941,3.043957751748806,5.479412117463809,1.7963182363358778,Iris-virginica
+5,5.832461029036935,2.886674850161059,5.111274962243132,1.8448197667155566,Iris-virginica
+6,6.675336372940371,3.108203499856,4.4352605278026696,1.405509450507535,Iris-versicolor
+7,4.886040198440052,3.223634295519492,1.4507049591706755,0.2,Iris-setosa
+8,4.631103066218859,3.422342308359892,1.4000241677328482,0.33148390669255634,Iris-setosa
+9,5.085163775182441,3.37458250263616,1.4755859482535079,0.2,Iris-setosa
+10,4.950777763278049,2.432795533625029,3.01330040744912,0.9910690349127868,Iris-versicolor
+11,6.298623252715211,2.7049663275443523,4.884646619478255,1.7784041371017612,Iris-virginica
+12,5.808996450510806,2.6951134214126355,5.074137165427703,1.9096029687522567,Iris-virginica
+13,5.434767103781261,3.0012590626886864,4.488523545877993,1.4967959341868509,Iris-versicolor
+14,4.955405136205384,2.4135523115003212,3.1666940545080964,0.9675654248523804,Iris-versicolor
+15,5.063802332764326,3.3338953743502353,1.407411525503099,0.2,Iris-setosa
+16,5.464706970777805,2.9923061861517004,4.405482837191809,1.4792359757152769,Iris-versicolor
+17,5.778157516399286,2.7004516994049137,5.107344793168533,1.893799710353888,Iris-virginica
+18,5.542947235290685,2.6616655967357703,4.231934788270793,1.2924210806819068,Iris-versicolor
+19,4.4,3.141454763274295,1.313816475647224,0.2,Iris-setosa
+20,5.501488325213995,2.4022173801907396,3.5875640643805236,1.1073722422302312,Iris-versicolor
+21,4.926371810795777,2.419332537977721,3.3973802224390734,0.9864357115132502,Iris-versicolor
+22,5.119468923343866,3.7793585507643397,1.6834257451042338,0.4388272989812692,Iris-setosa
+23,5.806824411299615,2.6819735953257906,5.100039255070828,1.9080954515481523,Iris-virginica
+24,5.312601005615333,3.707092576141842,1.5000339490809125,0.2,Iris-setosa
+25,5.877368039668749,3.0012725609671733,4.169295766069697,1.4996013440197715,Iris-versicolor
+26,4.4,3.212244163912965,1.2849912812624453,0.2,Iris-setosa
+27,6.69001214423332,3.0822814651319197,4.398170259263785,1.403306412494931,Iris-versicolor
+28,5.767174014143185,4.399999008631354,1.4946097813510142,0.36763678332114136,Iris-setosa
+29,5.893809024882014,2.983706620393684,5.111230744367603,1.8161501141029426,Iris-virginica
+30,5.814073519301235,2.7542777263391893,5.107279750207829,1.8942637393431956,Iris-virginica
+31,5.078689456979215,3.7789234069997777,1.6196861589672422,0.2,Iris-setosa
+32,4.4,2.9260313711276016,1.3832071341620253,0.2,Iris-setosa
+33,6.707718533593244,3.2516135073654273,5.680044904286843,2.1795430450004183,Iris-virginica
+34,6.384177987914254,3.010733144486167,5.488435328588307,1.7893510807058721,Iris-virginica
+35,5.501304140938512,2.6213930755912807,4.348487526674095,1.2597108647375694,Iris-versicolor
+36,6.3005370778397465,2.7835218519932514,5.112329890085199,1.479222272783395,Iris-virginica
+37,4.585330976187768,3.6036218117659247,1.0000003688750756,0.2,Iris-setosa
+38,4.852987259230822,3.128867219541412,1.4862086898842306,0.10000010405373584,Iris-setosa
+39,5.084167649202344,2.4613675763143474,3.441178972396715,1.137300221792521,Iris-versicolor
+40,5.0801933311477505,2.48375565424579,3.0183021132936565,1.0660902224760216,Iris-versicolor
+41,5.9185874569697505,2.9901291922645883,4.179073117996635,1.496638304536,Iris-versicolor
+42,6.7704149565916145,2.9939331743928617,5.453013574788333,2.0564772048727327,Iris-virginica
+43,5.815770655789626,2.7981953500568,5.103034533612519,2.3764186927661766,Iris-virginica
+44,7.7,2.720792102982973,6.7,2.083212528898784,Iris-virginica
+45,5.917878853667991,3.2296728510442128,4.788776390420493,1.7821649581119325,Iris-versicolor
+46,7.7,2.825242919681452,6.7,1.9666979329210208,Iris-virginica
+47,4.9085579357095,3.4863726743490817,1.606677771610821,0.2,Iris-setosa
+48,5.496011861734877,2.4023257921868333,3.833099493014031,1.0738490758582429,Iris-versicolor
+49,5.119588870075124,3.3144829049764466,1.7888938336995712,0.5258929167547609,Iris-setosa
+50,7.7,2.8028855244484676,6.7,1.988266794959718,Iris-virginica
+51,5.9958224337954285,2.2000003136064707,4.9867662827100565,1.4807922618224763,Iris-virginica
+52,4.773077697555093,3.3596339901435104,1.5067800529817943,0.2,Iris-setosa
+53,5.779377159493503,2.682185057449927,5.09157638646832,1.904960000574173,Iris-virginica
+54,4.991360138625933,3.317861082849373,1.4012388651492778,0.2,Iris-setosa
+55,6.728006261495584,2.9913228461075216,5.020696344566557,1.712912199015216,Iris-versicolor
+56,5.1480165340410675,3.3939664656445485,1.43749352888398,0.2,Iris-setosa
+57,5.983668972766085,3.429129846512169,4.539697432167209,1.5741058015636316,Iris-versicolor
+58,6.010612549327679,2.2,4.988802810983758,1.5003874637861272,Iris-virginica
+59,5.887981919195881,2.9903362455299276,5.087864515825075,1.8033849338739485,Iris-virginica
+60,6.105192908155805,2.933574719576922,4.930967046465574,1.7598357612916151,Iris-virginica
+61,5.408847157229348,2.4208511590023307,3.5567820379025585,1.0472715060991646,Iris-versicolor
+62,6.721107963292999,3.2958265448293553,5.655422263166125,2.5,Iris-virginica
+63,5.783438922915272,2.689351308322077,5.093969870708745,1.8952751183641008,Iris-virginica
+64,5.892284943885596,2.990275707440435,5.094256973265475,1.8204231666535369,Iris-virginica
+65,4.590359045880212,3.6052157534582125,1.000000405308453,0.2,Iris-setosa
+66,5.10138367135191,3.4414298196756423,1.4065365418187494,0.2,Iris-setosa
+67,6.279379803708648,3.232720273504939,4.548636153493009,1.506593948368303,Iris-versicolor
+68,6.316648556997154,2.7311478207415973,4.844731030440046,1.76183028894671,Iris-virginica
+69,6.097559998035843,2.6130932363028245,5.590930103485607,1.4051870237065174,Iris-virginica
+70,4.912339819083748,3.394436506045598,1.5602108386622562,0.2,Iris-setosa
+71,6.233493373521717,3.429209131846942,5.661237292563919,2.4014031672128238,Iris-virginica
+72,5.108291660586975,3.794562142701046,1.6272206983281159,0.2,Iris-setosa
+73,5.469493558150993,2.415489223084734,3.585010301066479,1.1082875444034008,Iris-versicolor
+74,5.477065077864606,2.396665407160272,3.7844489600019564,1.057940897447897,Iris-versicolor
+75,5.159403207567634,3.4529068315333387,1.5127916597778852,0.2,Iris-setosa
+76,5.892316139809204,2.806358884192293,5.1160140120905035,2.3958261791299726,Iris-virginica
+77,5.336343655521027,3.594988944891673,1.5248893202913945,0.2,Iris-setosa
+78,5.820273308121737,2.7126644402325106,5.1086117545505205,1.8997634191728654,Iris-virginica
+79,5.799927315625794,2.690770655610911,5.079447306146701,1.8837895290578353,Iris-virginica
+80,4.902986371821011,2.4122852496246887,3.207518802457749,1.028060325270519,Iris-versicolor
+81,6.632397531761844,3.1015410454827173,4.416003432971072,1.4331555898452162,Iris-versicolor
+82,7.200130598032281,2.958951977115264,6.0845419754683405,1.9456973325294082,Iris-virginica
+83,5.031586517033539,3.327836891793857,1.4028123993589343,0.2,Iris-setosa
+84,5.4196172867276635,3.918995483973299,1.2959653894803154,0.4460340374088972,Iris-setosa
+85,6.077879997227096,2.9919810871747985,4.578432683278429,1.388147147161396,Iris-versicolor
+86,5.108117384185833,3.8081089284913454,1.598928780369967,0.2,Iris-setosa
+87,5.3183047331418765,3.703722234247706,1.5106078109133385,0.2,Iris-setosa
+88,5.898932206875099,3.0014954614108977,5.118918399585147,1.8229767321165593,Iris-virginica
+89,4.641625731119556,3.5705661196408838,1.000000523011324,0.2,Iris-setosa
+90,6.6920637006335575,3.1034859745730983,4.40156672046656,1.3866890596836863,Iris-versicolor
+91,4.5854546884097385,3.2066736651647925,1.3763368232985853,0.2,Iris-setosa
+92,5.634252493729173,4.399999271313301,1.5086590725671927,0.3590648563540726,Iris-setosa
+93,5.570277948392301,2.9932035475702574,4.134494582951857,1.2953012573019789,Iris-versicolor
+94,7.7,2.789319745223473,6.7,2.0447565409861648,Iris-virginica
+95,5.9891021629631656,3.427500253462889,4.54771522218556,1.6563950314613376,Iris-versicolor
+96,7.699998965119684,2.781165089098768,6.699998757116236,2.0006949080339327,Iris-virginica
+97,5.650008813945849,2.9552676956610457,4.273626625172653,1.4720332771151958,Iris-versicolor
+98,4.915565478435697,3.020301482287617,1.401220006473253,0.2,Iris-setosa
+99,5.018317175041226,3.3209117987343975,1.3869247318115976,0.2,Iris-setosa
+100,5.788169463429125,2.647522252212047,5.072355049897621,1.9179038354074913,Iris-virginica
+101,5.072369665999842,3.366015501256106,1.4682367153267615,0.2,Iris-setosa
+102,4.496325980533142,2.2985223180909515,1.3041916754240417,0.274402203644384,Iris-setosa
+103,5.3698809315631895,3.3964461603695364,1.6909210648002932,0.2,Iris-setosa
+104,5.399691332697964,3.4269444224132894,1.6426011334660826,0.2,Iris-setosa
+105,6.69846911672373,3.007092621231125,4.987910785373454,1.7011169222200244,Iris-versicolor
+106,5.672382527235031,2.815105109058308,4.2655591808419455,1.2971595874646538,Iris-versicolor
+107,5.620048928980585,3.009140203992611,4.498842046062524,1.500125432582903,Iris-versicolor
+108,6.636313611985913,3.0412917723330537,4.386229457358703,1.405641440154509,Iris-versicolor
+109,4.400000508131802,3.1948035846691423,1.3060226443617484,0.2,Iris-setosa
+110,6.276392286606839,2.8893983501123253,5.6155430711885,1.8132649448231302,Iris-virginica
+111,5.348487434902067,2.991672631366253,4.478444145479884,1.494324835088332,Iris-versicolor
+112,5.7796637584131405,2.682736641964953,5.102915509879738,1.9085560513676498,Iris-virginica
+113,7.699998733014849,2.8244710349752515,6.7,2.0251100414333414,Iris-virginica
+114,4.4,2.89012880515612,1.404451333042486,0.2,Iris-setosa
+115,5.1726272067856796,3.815400005436848,1.90165382331755,0.4387884320596387,Iris-setosa
+116,4.4,2.9397412058089794,1.3960804228516723,0.2,Iris-setosa
+117,6.97484534562106,3.1710013138044952,5.7587978610202635,2.2818273589895877,Iris-virginica
+118,5.28143793675615,2.9501942327620565,4.307517817128032,1.4731748827578615,Iris-versicolor
+119,6.537418624853699,3.1636590003615055,4.472304899362817,1.4732325980882142,Iris-versicolor

iris/tab_ddpm/4_1/16/test.csv

@@ -0,0 +1,31 @@
+,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

iris/tab_ddpm/4_1/16/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/4_1/16/val.csv

@@ -0,0 +1,31 @@
+,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

iris/tab_ddpm/4_1/17/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.002500292688895,2.472012115870692,3.2692670648312645,1.1042295839410103,Iris-versicolor
+1,6.407509057613394,3.183097770925913,4.569199546292591,1.4796223297056383,Iris-versicolor
+2,5.346231224129769,3.8685805474080226,1.682049967268037,0.3964846983545587,Iris-setosa
+3,5.210743422779463,3.481156223189778,1.487936251866389,0.2,Iris-setosa
+4,6.430537061236077,3.096156203754518,5.506097062287718,1.8220282695059553,Iris-virginica
+5,4.599428089555981,3.5949804749879433,1.0000008562784328,0.2,Iris-setosa
+6,5.167407027869736,2.5004739717563487,3.06682479731104,1.1630397532022996,Iris-versicolor
+7,5.790273664873828,2.7673658721145045,5.11880766181444,1.8824094272536271,Iris-virginica
+8,5.090086264941422,3.7483669059879476,1.6290732052712988,0.39175352176500566,Iris-setosa
+9,6.249851026938492,2.842082146466529,5.613423840811693,1.7617920428379317,Iris-virginica
+10,7.7,2.8042463930071633,6.69999883643819,2.0060472302233654,Iris-virginica
+11,6.290857122480513,2.8910327240945963,5.632534223829151,1.8087297495318662,Iris-virginica
+12,6.46805729702467,3.1821709775542897,4.504218151189706,1.4707072680334432,Iris-versicolor
+13,6.252021919765047,3.0359387280835737,5.344846816810343,1.7587013646084715,Iris-virginica
+14,6.453251153918034,3.0030341711309405,5.49139772816382,1.7943421852469483,Iris-virginica
+15,4.585483534852183,3.211137896934758,1.3963551225455395,0.2,Iris-setosa
+16,6.281786850333631,2.688365415367879,4.931168771335911,1.8168306153075957,Iris-virginica
+17,5.763164550948204,2.7903023201166937,5.09443887978682,2.415251112192333,Iris-virginica
+18,5.709839089982388,4.4,1.5216667475825831,0.5035323132335779,Iris-setosa
+19,5.309760719922443,2.8796646932885253,4.177231927504479,1.4527858215116674,Iris-versicolor
+20,6.012102393655105,3.0053222637793118,4.739866410952131,1.8118613292064623,Iris-virginica
+21,5.810435809989269,2.8209291026850156,5.098741924635994,2.402211716948517,Iris-virginica
+22,5.0899002079450035,3.749884779981849,1.6058138819410002,0.4741626675028412,Iris-setosa
+23,4.596522386659232,3.611002719954304,1.0000003932331032,0.2,Iris-setosa
+24,5.648063110929061,4.399997921076115,1.4931499083572235,0.38809397621610564,Iris-setosa
+25,5.818749832705756,2.730390108898696,5.1202432929093105,1.8843195613773545,Iris-virginica
+26,4.989648963945565,3.559826684033392,1.4012059686549223,0.2,Iris-setosa
+27,5.274410583284023,3.481480321832902,1.5825461346172065,0.2,Iris-setosa
+28,5.982083590815665,3.3983981012808484,4.437120092424043,1.5502746901493392,Iris-versicolor
+29,6.424789538933489,2.9101701213012268,4.354890001289354,1.3276624125154757,Iris-versicolor
+30,5.3964633157985915,3.9075960971452735,1.6999323647827491,0.3913330102210717,Iris-setosa
+31,5.866376483796198,3.1502840544728588,4.859027319972744,1.763132422706037,Iris-versicolor
+32,5.2287107887806075,3.4514419219250083,1.436364045978093,0.2,Iris-setosa
+33,5.897068090545448,3.004300455491727,4.207597944740759,1.5063367010586444,Iris-versicolor
+34,5.089192335021429,3.3790336621899444,1.4156134302641832,0.2,Iris-setosa
+35,5.46159557719345,3.0060968899612557,4.546787820675964,1.5048820286490883,Iris-versicolor
+36,5.497930768127619,4.190831887374813,1.3831076171781551,0.2,Iris-setosa
+37,6.694197238366196,3.1059564073452,4.3957430343805814,1.3996708507016347,Iris-versicolor
+38,5.707020546368038,4.399998823490536,1.4787464890054545,0.34899138212395425,Iris-setosa
+39,6.009623142131572,2.726926450600198,5.111248346578597,1.6073228828573842,Iris-versicolor
+40,7.01954094106256,3.0419175430205727,5.746232590645989,2.1722552615969435,Iris-virginica
+41,5.097990397033025,3.2915513878343536,1.8011711529295427,0.43332992234220813,Iris-setosa
+42,7.7,2.7750076103967056,6.7,2.069901393906837,Iris-virginica
+43,5.245034830024454,3.5568400864020595,1.4933050327459072,0.2,Iris-setosa
+44,5.198155332154823,3.4939330338452677,1.50180494783683,0.2,Iris-setosa
+45,7.283179422384723,2.903521599158265,6.3073853842682555,1.7824615472485383,Iris-virginica
+46,4.757005319454964,3.393294722159998,1.5622240666980063,0.2,Iris-setosa
+47,5.150696068778311,3.468531302268044,1.503674082584757,0.2,Iris-setosa
+48,4.999132632436161,3.598705091955429,1.4050540977324864,0.2,Iris-setosa
+49,4.601464337771097,3.5885670468993265,1.0000003862103588,0.2,Iris-setosa
+50,6.460062945381904,3.1704044067777675,4.44719487671916,1.4879644867901791,Iris-versicolor
+51,5.988452938469825,2.2,4.983621976637074,1.5101821057982177,Iris-virginica
+52,4.934016250958364,2.4250065007228416,3.2207332517100893,1.0410940366712071,Iris-versicolor
+53,5.511054755516749,2.4047699438499803,3.4199549550874933,0.9266466061705664,Iris-versicolor
+54,5.702334904031396,4.4,1.5093581737103956,0.39127368534174933,Iris-setosa
+55,5.81946910635726,2.997515323175182,4.365210625315299,1.4992029675217031,Iris-versicolor
+56,4.626808122829997,3.598634754366325,1.0000004532536029,0.2,Iris-setosa
+57,5.504518828810671,4.19124396042689,1.402067579340911,0.2,Iris-setosa
+58,5.483331033422461,2.991751332385887,4.49566270241381,1.47719295613219,Iris-versicolor
+59,5.103724548471809,3.3095108333464753,1.6868555364362718,0.5466783992329926,Iris-setosa
+60,6.491762423088042,3.1911898283831865,4.481024984044302,1.5088869007731869,Iris-versicolor
+61,6.498965761904062,2.9552632739160156,4.349426027170149,1.3473722745351038,Iris-versicolor
+62,4.586303763133359,3.643916659935734,1.0,0.2,Iris-setosa
+63,6.483274888545973,3.0717766003659728,4.492719334058956,1.4384465736142529,Iris-versicolor
+64,4.4975104713914575,2.310276800448588,1.2986659183378282,0.3250200394634256,Iris-setosa
+65,5.401827115743282,3.3907769152899507,1.6854957094652077,0.2,Iris-setosa
+66,6.195215738977186,2.3088537957431856,4.303941629639818,1.3021607510151465,Iris-versicolor
+67,4.602818397668732,3.604965206947693,1.0000004903541058,0.2,Iris-setosa
+68,6.804791432004446,3.1928812000582227,5.58088596496598,2.2357928058240564,Iris-virginica
+69,4.854710839441383,3.4820316719573507,1.3566563988093032,0.3287827036587576,Iris-setosa
+70,6.697352153990448,3.308682736218973,5.745118005337468,2.5,Iris-virginica
+71,5.322519686337503,3.7040288010967286,1.4993753274389556,0.2,Iris-setosa
+72,6.676536506725506,3.2647787495523306,5.742790242660537,2.095965492891846,Iris-virginica
+73,5.773173649811987,3.0929119319471727,4.6509355121715785,1.6126327989734377,Iris-versicolor
+74,6.310307061465144,2.298422979194022,4.40199159161811,1.3001590206986746,Iris-versicolor
+75,5.525411574625709,2.4221888894979418,3.7998791339605233,0.9256216001503348,Iris-versicolor
+76,5.021938221792068,3.2301986570346246,1.3195311740188775,0.2,Iris-setosa
+77,4.916535625401906,3.0094723223618023,1.4011213826987963,0.2,Iris-setosa
+78,6.085990158467674,2.6106518294387167,5.589213710393673,1.386189250521905,Iris-virginica
+79,5.502438887675054,2.9894103906917326,4.4248029738812855,1.4966161795135144,Iris-versicolor
+80,6.336046474145017,2.9122053199435185,5.558408413182307,1.7884591735810418,Iris-virginica
+81,5.416261875621941,3.0059496332672744,4.51326934207576,1.5040669377843485,Iris-versicolor
+82,6.261564965490488,2.510791137183703,4.990437935070784,1.8986832931569428,Iris-virginica
+83,5.346339076086763,3.855400905298459,1.31765526881106,0.393912978565206,Iris-setosa
+84,5.108088191943433,3.394376960667509,1.4916239149338038,0.2,Iris-setosa
+85,5.729103015313849,2.60278394930254,5.081577631700924,1.9535557365708567,Iris-virginica
+86,5.386888899596412,2.9799566620084015,4.425447474517008,1.4985915903368687,Iris-versicolor
+87,5.987180118243102,2.7265179695435084,5.097402231983473,1.6132040465501365,Iris-versicolor
+88,6.487417347007996,2.9518153018695545,5.568338845013828,1.8052444820574693,Iris-virginica
+89,7.330815146018209,2.905606521496842,6.30658703849713,1.8096530258463452,Iris-virginica
+90,4.598642003788777,3.2127322185620475,1.405718698257831,0.2,Iris-setosa
+91,5.0176222782589734,3.5692913716617416,1.4102503416882444,0.2,Iris-setosa
+92,5.596158947665942,2.995379329282299,4.100446885320668,1.3037558086340375,Iris-versicolor
+93,6.285900484384673,2.6357723946411427,4.947865030709287,1.8406771470847387,Iris-virginica
+94,5.364553290968803,3.4137786756778783,1.6780115879991877,0.2,Iris-setosa
+95,5.112821269270606,3.818288351690815,1.5653953404453298,0.2,Iris-setosa
+96,6.359139081650609,2.7941904191934586,5.091691348209651,1.5006385137087792,Iris-virginica
+97,6.365325882481862,2.8895905061213005,4.317043429909312,1.2917563662558345,Iris-versicolor
+98,4.4,2.8860583008539704,1.3989630355792455,0.2,Iris-setosa
+99,7.69999909867548,2.776842401298887,6.699998953920697,2.0268146957686937,Iris-virginica
+100,5.7887441613139945,2.7111600060270264,5.124125510209588,1.8990509087074599,Iris-virginica
+101,6.130341520710855,2.6019216627161788,5.628670276642037,1.3968941415625482,Iris-virginica
+102,5.683072610314357,4.3999972960168225,1.489076118337991,0.40269234976541823,Iris-setosa
+103,7.369335744261273,2.8694909707859,6.365883023036107,1.8001231382155691,Iris-virginica
+104,6.522357383389249,2.975005279896427,5.51447357554496,1.8160277846365869,Iris-virginica
+105,5.790262835324566,2.8079987206648767,5.089342728486834,2.400168765725527,Iris-virginica
+106,5.438747383041549,2.995001709055729,4.528828298609751,1.514084582514917,Iris-versicolor
+107,7.699997429983919,2.817878075251819,6.699996864968279,2.0180113099894665,Iris-virginica
+108,5.464505303514875,3.0030633925163523,4.548263742056686,1.5086131865090793,Iris-versicolor
+109,4.919407205406485,2.393746261449981,3.3745232430092593,1.043609697853575,Iris-versicolor
+110,5.716898813561365,2.497966197339196,5.005662941106006,1.998807669934187,Iris-virginica
+111,4.599212298426248,3.273524076053982,1.4061189282534359,0.2,Iris-setosa
+112,6.677582971118816,3.2967798348179667,5.700428402605374,2.1222065800428034,Iris-virginica
+113,5.39842000969098,3.0037981189965395,4.487471216255072,1.5028589923371733,Iris-versicolor
+114,5.711681413837839,4.4,1.521308116099249,0.42323116507027103,Iris-setosa
+115,5.1788333162813,3.757268026020744,1.5998920180861538,0.39382456857668635,Iris-setosa
+116,5.798338462765381,2.712208702966805,5.093009649348199,1.8851645118859783,Iris-virginica
+117,5.183986406858898,3.7441790957981778,1.5283974343214366,0.2,Iris-setosa
+118,6.748692322765943,3.2974312235591334,5.701247456081047,2.5,Iris-virginica
+119,6.000572567517352,3.358846083152783,4.527638390409566,1.583408002102285,Iris-versicolor

iris/tab_ddpm/4_1/17/test.csv

@@ -0,0 +1,31 @@
+,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

iris/tab_ddpm/4_1/17/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/4_1/17/val.csv

@@ -0,0 +1,31 @@
+,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

iris/tab_ddpm/4_1/18/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.7,2.7708998182689966,6.7,2.0074997839393807,Iris-virginica
+1,4.837000673360136,3.3956850700569388,1.5868799667832014,0.2,Iris-setosa
+2,5.234080218401553,2.737004496172673,4.057008187110405,1.3978008368090111,Iris-versicolor
+3,6.7499091289758715,3.0986847845137033,4.407263751197443,1.379881438511432,Iris-versicolor
+4,4.5969415896930474,3.2097759192339943,1.3964657804864928,0.2,Iris-setosa
+5,5.1066681124793725,3.3207725646294954,1.3228066751151615,0.2,Iris-setosa
+6,5.4870054232691805,4.214230976250818,1.3878124842770885,0.2,Iris-setosa
+7,5.1716757957324555,3.3821406072484104,1.405556291442622,0.2,Iris-setosa
+8,5.0090014130220055,3.3182084527387232,1.4074403245645206,0.2,Iris-setosa
+9,6.44222828473047,3.091228176205214,5.513598851540758,1.7991549844744061,Iris-virginica
+10,6.979342493001311,3.218264418088688,5.711456257358322,2.3171805803217493,Iris-virginica
+11,5.341790632574649,3.8335202508149218,1.4714033949214902,0.2,Iris-setosa
+12,7.699997758535672,2.794875641248276,6.699997261962271,1.9930704239987018,Iris-virginica
+13,5.536946055550717,2.998125351273198,4.1075960723677625,1.3033236562242494,Iris-versicolor
+14,5.605895609798577,2.373988371482846,3.902101091946693,1.1379149898844947,Iris-versicolor
+15,6.291351811739337,2.907786600744503,5.570204908475617,1.8128626850799479,Iris-virginica
+16,7.298543119959174,2.9108524954951673,6.31710247186565,1.7893541839535245,Iris-virginica
+17,6.236814396731124,2.5828631226785856,4.91301403893504,1.5202509150690302,Iris-versicolor
+18,6.669104759566532,3.2928750283703687,5.672803343623664,2.2269015711654343,Iris-virginica
+19,7.075150132995488,2.9939973951571344,5.72056198415244,2.1597219049455245,Iris-virginica
+20,5.73477466415797,2.50711139560231,4.999005001068175,1.9894656423853867,Iris-virginica
+21,6.751843626964472,3.2896534382801477,5.688454474480504,2.177518029613732,Iris-virginica
+22,6.692996069904468,3.272599154683761,5.628035609979382,2.4999990938729777,Iris-virginica
+23,5.422650125665699,3.8937445059963265,1.2974289392488478,0.4291624214548991,Iris-setosa
+24,5.000936225996544,3.2146550659020336,1.209808428967968,0.2,Iris-setosa
+25,6.560953214670047,2.972543055315458,4.343295406967612,1.37410650675755,Iris-versicolor
+26,5.134066551363816,3.418894440911126,1.4821066058138468,0.2,Iris-setosa
+27,5.164885072771939,3.4753903662080776,1.5015858072044908,0.2,Iris-setosa
+28,6.780326163237064,3.0253675141333827,5.519911660970894,2.1230201779452282,Iris-virginica
+29,6.347760776804383,2.930101911874697,5.590563089826411,1.806439179453776,Iris-virginica
+30,6.328915780966116,3.4073485434590114,5.592150032599681,2.39458526834886,Iris-virginica
+31,6.665463918590703,3.3147171501091486,5.750619787907315,2.5,Iris-virginica
+32,5.125646286458066,3.803881208521972,1.9220657014133438,0.40071499951449635,Iris-setosa
+33,6.325967428586735,2.5066704266468416,4.918024519550986,1.5188444380521502,Iris-versicolor
+34,5.82129675510162,3.0121926005750845,4.229255750992541,1.4889898700886235,Iris-versicolor
+35,5.184521409775091,2.542368427837547,3.9060416492100787,1.1750528755264429,Iris-versicolor
+36,6.421063073962362,3.107434110682141,5.478295272381764,1.8349598632398072,Iris-virginica
+37,6.735419167168853,3.0118397050280485,4.977462870765995,1.6672065167145809,Iris-versicolor
+38,4.79914055716404,3.4028528381031955,1.6035998987456672,0.2,Iris-setosa
+39,5.263904389324747,2.8961074477498503,4.228486463044569,1.4463068726996389,Iris-versicolor
+40,4.828995201740982,3.392003862603438,1.6204197896604684,0.2,Iris-setosa
+41,5.815038850460515,2.7289898066205236,5.122568605885208,1.8932916568662788,Iris-virginica
+42,6.347692469107719,3.376378697314193,5.600708669020334,2.3835314679980755,Iris-virginica
+43,4.853354907896728,3.2745752460118553,1.4084776514642559,0.2,Iris-setosa
+44,6.440112553714135,3.008840506078602,5.495544455867218,1.8012474867794361,Iris-virginica
+45,5.101575833342415,3.788696822928653,1.8379288151622322,0.3905704732223574,Iris-setosa
+46,5.565998516295527,2.9921996850822246,4.111460822356392,1.2834210036080818,Iris-versicolor
+47,4.9701138764471615,3.162645952539256,1.2265168433400548,0.2,Iris-setosa
+48,4.616854974548913,3.206767466601415,1.4073575321855165,0.2,Iris-setosa
+49,6.516469670039334,3.130423681244029,4.482447369966266,1.4568661129291574,Iris-versicolor
+50,5.527962238982036,2.40474039245345,3.919098125053626,1.0010784901061305,Iris-versicolor
+51,5.025013604795758,3.340033081866788,1.5103392791847519,0.2,Iris-setosa
+52,5.12213048907819,3.796402939237401,2.233376638678054,0.39930043355584977,Iris-setosa
+53,4.611878679396278,3.600651206094193,1.0,0.2,Iris-setosa
+54,5.368198749747098,2.436214705733539,3.7127310189307234,1.1191792557138642,Iris-versicolor
+55,5.2174658913962055,2.7687902901195853,4.041950648050714,1.431233388341303,Iris-versicolor
+56,6.610017326823551,3.003607836961524,4.414984176958996,1.4186491436611672,Iris-versicolor
+57,6.43832134596529,2.9099722096967193,4.308176740372213,1.3263703298025313,Iris-versicolor
+58,4.594704667488025,3.6514110785953506,1.0,0.2,Iris-setosa
+59,5.095917447087891,3.8301486500684048,1.6104290619439978,0.2,Iris-setosa
+60,6.733235656626495,3.003490587583012,5.002692244282674,1.6904977461644255,Iris-versicolor
+61,6.0473954939320596,2.9971937591325135,4.544837803995673,1.396612457741905,Iris-versicolor
+62,5.326345860378901,3.611713902014332,1.5000604229526995,0.2,Iris-setosa
+63,7.7,2.8088170960963517,6.7,2.0270001366225734,Iris-virginica
+64,5.118341985038694,3.4079530537505116,1.4957573243986688,0.2,Iris-setosa
+65,4.400000510805181,2.886451437049938,1.4059148036778892,0.2,Iris-setosa
+66,4.4,2.905918485802221,1.3911022105763016,0.2,Iris-setosa
+67,6.622408974890902,3.0086852912093147,4.435566464341826,1.4139946831395123,Iris-versicolor
+68,6.929569251511418,3.1424353307860406,5.693213385843018,2.286924509932116,Iris-virginica
+69,5.112145005975006,3.6876042232170194,1.4706539352806007,0.39270090082475084,Iris-setosa
+70,6.408207172251927,2.780088791997637,5.395323581018212,1.8738149518935194,Iris-virginica
+71,6.691662202903557,2.989547894112253,5.003070583555179,1.7120042763335466,Iris-versicolor
+72,6.663760312822268,3.2957876739320024,5.721978488085768,2.499999370699919,Iris-virginica
+73,6.524890577049017,2.9544450822018886,4.370583453258149,1.3621602379878754,Iris-versicolor
+74,6.71575813157616,3.3378201572636903,5.701367176601586,2.5,Iris-virginica
+75,5.978591598652108,2.2000003284386023,5.020671440110151,1.501215812879885,Iris-virginica
+76,6.7867971382863255,3.2534818768721148,5.6232727987887685,2.173115466423259,Iris-virginica
+77,7.313025780426971,2.895111844091835,6.299896326595873,1.8178663466496185,Iris-virginica
+78,5.010170907097966,3.472882040768288,1.3063932736547839,0.2894285305909545,Iris-setosa
+79,5.792975304253153,2.695190268418251,5.089017031712536,1.8880265455260654,Iris-virginica
+80,6.296996657767009,2.296472532503603,4.426217836257744,1.2891795613093122,Iris-versicolor
+81,4.4000007186648,3.1950270689712315,1.2571964906120936,0.2,Iris-setosa
+82,5.9812497619375655,3.0047057278646534,4.814790083202851,1.8016696884870855,Iris-virginica
+83,5.7445073040761105,2.6028153531935736,5.0881927612883215,1.947946543358756,Iris-virginica
+84,4.9332710477589705,2.4167373332329,3.3476604876181986,1.0458154593278133,Iris-versicolor
+85,4.572484848523384,3.215684234543285,1.404013567249629,0.2,Iris-setosa
+86,4.617632164914426,3.657758426337707,1.0,0.2,Iris-setosa
+87,5.893465641484929,2.995949173576066,5.067262650263603,1.8245985944091678,Iris-virginica
+88,6.4444330304858015,3.0373311078328724,5.5235936249327535,1.7964820985266094,Iris-virginica
+89,4.7722408721044784,2.9746183420907535,1.4601515444753876,0.10103661370380022,Iris-setosa
+90,5.485405244696627,2.5939225652148465,4.333932268049983,1.2559951380654875,Iris-versicolor
+91,5.1418352445665665,3.3702046585459264,1.3844279498240404,0.2,Iris-setosa
+92,5.189036779219821,3.4557787949241288,1.4702472031745037,0.2,Iris-setosa
+93,4.4000005337336985,2.9051630265469157,1.3868871596625127,0.2,Iris-setosa
+94,5.054504207185193,3.4969728847515493,1.3785542712138683,0.2922279202617786,Iris-setosa
+95,5.040658301809369,2.4701969247543865,3.160755854363086,1.0264878545928489,Iris-versicolor
+96,6.343537964023029,2.883038616632308,4.2860337692429695,1.2843343543891357,Iris-versicolor
+97,4.509306222908054,2.291810746251675,1.2985890107874467,0.2986482572464272,Iris-setosa
+98,5.323148778472894,2.7494451640070565,4.066889061439671,1.374152242497498,Iris-versicolor
+99,4.4890536846875255,2.2897407349364056,1.2888559462629172,0.28246774265608654,Iris-setosa
+100,4.790635740886184,3.410456450041618,1.5769565328707693,0.2,Iris-setosa
+101,4.929119723749953,2.4260915900492965,3.017173069189808,1.0246265863121589,Iris-versicolor
+102,6.666362222955059,3.2901606986657064,5.639581424849144,2.5,Iris-virginica
+103,5.77325477668201,2.707482220815685,5.099149035666959,1.8942641986815727,Iris-virginica
+104,5.777221476901695,2.697121769219004,5.090157494768133,1.8984240147698765,Iris-virginica
+105,5.488947729603857,2.606712419184632,4.357828065227163,1.1947984684719883,Iris-versicolor
+106,5.002744479155291,3.5977516251145367,1.404305562976497,0.2,Iris-setosa
+107,5.819808328101977,2.737075024486558,5.1198315253383315,1.9029393484717363,Iris-virginica
+108,5.2966353938471915,3.8109164625614746,1.4143947195771103,0.3956817431062851,Iris-setosa
+109,7.025199740001991,3.0828801263020096,5.742122816365651,2.252494686168257,Iris-virginica
+110,4.400000455905222,2.9179787228325127,1.3897288393922602,0.2,Iris-setosa
+111,5.803489808595385,2.685050054175725,5.097941520589225,1.8992465707659067,Iris-virginica
+112,5.152373454680741,3.3765230553112517,1.4203315697169372,0.2,Iris-setosa
+113,5.968710952229987,3.0137387144056316,4.873472230298135,1.8055114267610344,Iris-virginica
+114,6.296838507130439,2.768723421877337,5.116652616847857,1.4812094101937603,Iris-virginica
+115,5.809350799865997,2.7005906401839344,5.103724822895181,1.895871921312434,Iris-virginica
+116,5.605314598368162,2.655149332386215,4.357793041086556,1.2791803239983568,Iris-versicolor
+117,4.585271713243049,3.383181289510151,1.4042996530521403,0.30551057574109597,Iris-setosa
+118,5.768409032343663,2.6646263714865963,5.095144923709275,1.9211684782776683,Iris-virginica
+119,5.0878328224486555,3.3373202639786173,1.402130140838432,0.2,Iris-setosa

iris/tab_ddpm/4_1/18/test.csv

@@ -0,0 +1,31 @@
+,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

iris/tab_ddpm/4_1/18/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/4_1/18/val.csv

@@ -0,0 +1,31 @@
+,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

iris/tab_ddpm/4_1/19/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.699998989847952,2.8054399286859373,6.6999986814455355,1.9814562322693816,Iris-virginica
+1,5.362403851235416,3.8526056650976033,1.2792886545513333,0.42146355442802264,Iris-setosa
+2,6.109258722045133,2.586255311893763,5.597895359940597,1.3868877132667947,Iris-virginica
+3,5.901562374664661,2.9969106683155324,5.096355744383061,1.795143853916975,Iris-virginica
+4,6.650967539510489,3.322397726075944,5.693322434210883,2.5,Iris-virginica
+5,6.280909145405563,2.8162819074082144,5.0975306114605505,1.5204248802010552,Iris-virginica
+6,5.033815466864834,3.3277605905223617,1.4338203637530773,0.2,Iris-setosa
+7,6.2853302611678235,2.895920496529935,5.578063735873577,1.8071186518783255,Iris-virginica
+8,6.63145238307826,3.0454202615020316,4.468496550938511,1.4173378809171142,Iris-versicolor
+9,6.415994762811504,2.6896947570934584,5.318064142234137,1.9008908360086072,Iris-virginica
+10,4.902902872165104,3.0961328008972147,1.5240935999869296,0.10000009965643869,Iris-setosa
+11,6.020148987199879,3.3921779355289643,4.480048282796862,1.609886672999661,Iris-versicolor
+12,4.9099858106073535,3.0894353098911784,1.4916962892232677,0.10000014089532423,Iris-setosa
+13,6.039482974192633,2.6871835402796758,5.097108195101926,1.5791749955673016,Iris-versicolor
+14,7.3356261432544185,2.89535660305875,6.339954304593621,1.8144139482758463,Iris-virginica
+15,5.131511280470355,3.5241320871674695,1.3813753667127033,0.3043648938884711,Iris-setosa
+16,6.183400091214903,3.018621076883903,4.604999609303289,1.4186293879887313,Iris-versicolor
+17,5.655198922996084,2.5192178931548717,4.99715839687756,1.9986462332639605,Iris-virginica
+18,6.603226479523648,2.9947590582987855,4.440283348709151,1.399277719463378,Iris-versicolor
+19,6.72130077252735,3.280886455315099,5.702216357349977,2.4999993784779164,Iris-virginica
+20,5.742348333230096,2.6806028141693607,5.092424358558345,1.910236590291315,Iris-virginica
+21,6.084417799537508,2.603531557346143,5.607801747408605,1.4077547884866266,Iris-virginica
+22,5.735874540437222,4.3999987457397935,1.5125767803236971,0.3994651552248807,Iris-setosa
+23,4.837332479581358,3.293906177332747,1.4338191642956213,0.2,Iris-setosa
+24,7.699998745462344,2.8035720381966573,6.6999989730889995,1.9777892084110076,Iris-virginica
+25,7.7,2.8296133657882243,6.699998398885623,2.0142707513963316,Iris-virginica
+26,5.7223313924969235,2.5406637815040036,5.007689257613105,2.0063411963587976,Iris-virginica
+27,4.4000005363424055,3.2151006248080494,1.3155155233686964,0.2,Iris-setosa
+28,5.571690462567754,2.633420950170779,4.27267818424358,1.2670306529151432,Iris-versicolor
+29,6.687770598602336,3.3261950631083077,5.736574274250581,2.5,Iris-virginica
+30,6.339313981277778,3.113258713993698,5.447392328672861,1.8261236377122285,Iris-virginica
+31,6.6693428919896345,3.144653601615143,5.580120550547578,2.0785516676390787,Iris-virginica
+32,5.993962671292197,2.2000003271935213,4.990512960431414,1.4923733878929246,Iris-virginica
+33,4.605788043860756,3.5974085645932554,1.0,0.2,Iris-setosa
+34,7.7,2.813069289931104,6.7,2.01048834672101,Iris-virginica
+35,4.9683571123798185,2.450683380914281,3.066525592250257,1.0603885976131413,Iris-versicolor
+36,6.868438436213768,3.0269427982404586,5.545553067852918,2.162589034239131,Iris-virginica
+37,4.998845737824696,3.4959971407902843,1.3058260841446852,0.2964705635492214,Iris-setosa
+38,5.907383169714432,2.950678004794431,5.149063099065321,1.8313126536429607,Iris-virginica
+39,5.378611792495841,3.8331306190958303,1.6839820802598424,0.3839780523456273,Iris-setosa
+40,5.449818940982611,2.811524948361744,4.447029689348595,1.4493237421545606,Iris-versicolor
+41,5.782511895213639,2.792551159984109,5.146138838115656,2.3941239988232317,Iris-virginica
+42,5.041303790695333,3.4987315271200266,1.3434600718127716,0.2924290507558029,Iris-setosa
+43,5.271842062011977,3.726150435583657,1.3530145859880636,0.3667907799468382,Iris-setosa
+44,5.788972058579613,3.041484862256977,4.506279671762861,1.526837819010576,Iris-versicolor
+45,5.18680790528414,3.4731630931882598,1.5377795785152333,0.2,Iris-setosa
+46,5.0975500486772365,3.2992248047813684,1.8469567486543463,0.4353376783802584,Iris-setosa
+47,5.228648104956545,3.429599221464864,1.4041046754610873,0.2,Iris-setosa
+48,4.610592073510588,3.3762596451100566,1.4052332294728194,0.28775480219727667,Iris-setosa
+49,5.206720400089582,3.393524166700661,1.374504861719307,0.2,Iris-setosa
+50,5.749242996672975,2.584753561431958,5.0308825051401245,2.146324637746107,Iris-virginica
+51,6.4135659358307855,2.58270341354308,5.093060946457315,1.9027227379332547,Iris-virginica
+52,5.311728293621951,3.4022664758854915,1.6507169616806125,0.2,Iris-setosa
+53,5.518224854402488,3.0018369771287756,4.46575348898297,1.4954222826079042,Iris-versicolor
+54,6.727034812103351,2.982381068966515,5.025034316557386,1.7087098245202816,Iris-versicolor
+55,6.309050157608258,2.5259177436543587,5.009297961807569,1.8906816928622594,Iris-virginica
+56,4.596032292365797,3.391106633256491,1.3895840374155248,0.28974230631254855,Iris-setosa
+57,5.775241739656569,2.9957552333666304,4.42502933582761,1.4922700129547681,Iris-versicolor
+58,5.514291045126516,2.6022650574433435,4.374810056189275,1.2600193967759634,Iris-versicolor
+59,4.801303628123376,3.3821293382030366,1.6163416529790358,0.2,Iris-setosa
+60,6.40546362902731,2.902935423346241,4.318986784335257,1.31008426023334,Iris-versicolor
+61,7.7,2.7941409873188086,6.7,2.0714530069703443,Iris-virginica
+62,6.005424494231735,3.3829162978396554,4.562296847446157,1.6136173768901227,Iris-versicolor
+63,5.053295185409589,3.4964077195421432,1.3623109822935682,0.29258316576164095,Iris-setosa
+64,6.409054514427745,2.6930491498477247,5.304003064471976,1.9086045401947944,Iris-virginica
+65,7.142162369367581,2.971446907602526,5.934039224476286,2.0996825206995036,Iris-virginica
+66,4.4,3.1731510757763433,1.2976638640909872,0.2,Iris-setosa
+67,5.003926737409715,3.481458515936989,1.324308112897219,0.3008618851911873,Iris-setosa
+68,6.370889013792555,2.982334186460855,5.027999424776131,1.7433570197351045,Iris-versicolor
+69,6.088600850241758,2.9958654787896126,4.621164169291367,1.4077001054699148,Iris-versicolor
+70,6.583524439214868,2.901441435089547,5.320747460913414,2.0180683571548954,Iris-virginica
+71,5.748166158706985,2.5140412680997555,5.016413941214299,1.984070905095359,Iris-virginica
+72,5.7069921913665915,4.4,1.5023111021286666,0.4037098856250727,Iris-setosa
+73,7.353237816578924,2.9066999022596134,6.349204457273389,1.7932216512049897,Iris-virginica
+74,6.355881516448437,2.567090079522114,5.051688237313213,1.8971850738674134,Iris-virginica
+75,4.892735985077518,2.3997294819098745,3.170831162814946,0.9833257934893719,Iris-versicolor
+76,6.383789723638895,3.2040289422292316,4.540345704433865,1.5043832859247257,Iris-versicolor
+77,6.316420002609595,2.8557866257850293,5.592761110404298,1.743588400345252,Iris-virginica
+78,5.988185976606692,3.3833129014777072,4.485923577522991,1.6108907258534173,Iris-versicolor
+79,5.673514009463788,2.990640371335271,4.151663437985363,1.340543112284019,Iris-versicolor
+80,5.809459330608548,2.796284187076547,5.096475060597493,2.4002648289264714,Iris-virginica
+81,6.378178603116918,3.202376010561153,4.514222211798403,1.5043987434585921,Iris-versicolor
+82,4.900049637963175,2.9942815231824436,1.4036775687493244,0.2,Iris-setosa
+83,5.112808036976949,2.559729713724626,3.042778504126824,1.289323479638164,Iris-versicolor
+84,5.685628704490723,2.9997788956911564,4.4941979188641525,1.4788279232873855,Iris-versicolor
+85,4.609163988174797,3.5980506629477715,1.0000004207926374,0.2,Iris-setosa
+86,5.210079711390255,3.862198709206185,1.7748518937657398,0.39326934399393776,Iris-setosa
+87,5.358381503368397,2.976035691920345,4.432605484376955,1.482944028661571,Iris-versicolor
+88,5.098400786928139,3.7950008494358802,1.6551411922188959,0.5665439048671492,Iris-setosa
+89,5.529880229883367,2.391706687714039,3.8375284650194468,1.073533867387288,Iris-versicolor
+90,6.730601133314007,3.3203171213485922,5.724750171089938,2.5,Iris-virginica
+91,5.1771915170619796,3.5253774272083875,1.5022547499760381,0.2,Iris-setosa
+92,5.54868249593522,3.009024967345183,4.53570518109701,1.5005976901423141,Iris-versicolor
+93,5.544669392195347,2.588706874631186,4.3060558988043685,1.1965309008641527,Iris-versicolor
+94,6.329118260469518,3.4277059538452717,5.590746062490816,2.4057248025175504,Iris-virginica
+95,6.497455574932183,3.1784876637829624,4.447960581290133,1.4635662163491028,Iris-versicolor
+96,5.753948141834903,2.710527295841098,5.116782950743984,1.8993105606619851,Iris-virginica
+97,4.881319682905916,2.9902286187099256,1.4005872329140856,0.2,Iris-setosa
+98,5.479806188214099,2.401492323401587,3.6251115513643115,1.0758537573657836,Iris-versicolor
+99,4.887730135559724,3.091892375244042,1.506778110065842,0.10000011468437983,Iris-setosa
+100,5.008907532743072,3.520686521869019,1.29872371597506,0.29252222690301555,Iris-setosa
+101,5.479278740403908,2.9807864945486267,4.522035442017582,1.5048118712459297,Iris-versicolor
+102,5.16976074251131,3.859084703295056,1.5886651772331422,0.2,Iris-setosa
+103,6.29452624184669,2.5289685822358456,5.0051688750467624,1.8750088599044488,Iris-virginica
+104,5.803081894700058,4.4,1.503110750003389,0.5369371967055158,Iris-setosa
+105,5.996329440340899,3.4125976631453265,4.447656810016058,1.6082817747102214,Iris-versicolor
+106,5.088879097352585,3.710765294484097,1.508614075398639,0.39811250886847427,Iris-setosa
+107,7.304551273110529,2.9204987359319126,6.305932265683651,1.7781919494977734,Iris-virginica
+108,6.273684485739549,2.856484916930347,5.637275602774856,1.7744596350481403,Iris-virginica
+109,5.454967276265598,2.5823793938503394,4.304181362703847,1.1312360039437752,Iris-versicolor
+110,4.400000677876315,3.2169139336565813,1.2907927381595665,0.2,Iris-setosa
+111,5.130972808398864,3.4327976347804525,1.4994024782884385,0.2,Iris-setosa
+112,6.352383610023184,2.9052149784003714,5.602999903682028,1.8130509774015595,Iris-virginica
+113,4.8979592772756355,2.985328380780466,1.3882613307938136,0.2,Iris-setosa
+114,5.2442727164154785,3.6802385256755272,1.5143887529846953,0.2,Iris-setosa
+115,6.373721791674629,2.9093381264358786,5.577211489342869,1.8050848427882908,Iris-virginica
+116,5.633908026621117,2.9958281227545474,4.480585056686366,1.50149468332327,Iris-versicolor
+117,6.355121380560762,2.648037067378255,5.225279288264295,1.8968433950819872,Iris-virginica
+118,4.613730445074536,3.3980944058667575,1.4046479300995565,0.2938304898165863,Iris-setosa
+119,4.497801259171315,2.310575712243511,1.2955059784764102,0.29388983874337277,Iris-setosa

iris/tab_ddpm/4_1/19/test.csv

@@ -0,0 +1,31 @@
+,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

iris/tab_ddpm/4_1/19/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/4_1/19/val.csv

@@ -0,0 +1,31 @@
+,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

iris/tab_ddpm/4_1/2/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.988587743854012,2.200000432404046,4.971007515193596,1.51370353833288,Iris-virginica
+1,4.59401923607058,3.6386145098661435,1.0000003839965006,0.2,Iris-setosa
+2,6.334130128094909,2.7972986474541117,5.101836249580035,1.4980454274874055,Iris-virginica
+3,6.738670982117129,2.9909254312873323,5.001344767311972,1.688865107511022,Iris-versicolor
+4,6.294877904948293,3.3953562617190656,5.675640270203143,2.388558204516813,Iris-virginica
+5,6.414311995715926,3.2080826592870815,4.509279020737368,1.5043664517753954,Iris-versicolor
+6,5.021444393947621,3.307062844813422,1.403930572015974,0.2,Iris-setosa
+7,5.0889641664874485,3.38297909861402,1.4873264287980092,0.2,Iris-setosa
+8,6.714358853551704,3.287460920847524,5.642020123576713,2.4999993550747033,Iris-virginica
+9,5.532228618938354,3.0200852114841945,4.530382267502374,1.5321389350302055,Iris-versicolor
+10,5.77996415743634,4.399998446129189,1.5092465799373416,0.4852470312928292,Iris-setosa
+11,6.3182937226061515,2.811656193957416,5.127687209591932,1.4848418738643185,Iris-virginica
+12,5.889102068099947,3.004156954168433,4.179299001464008,1.5025468613833488,Iris-versicolor
+13,6.301315434421282,2.802903061859613,5.081534777096026,1.5079919789996827,Iris-virginica
+14,5.7734848582522575,2.6651030018140114,5.088452932961266,1.9229802710922943,Iris-virginica
+15,5.038444141754389,3.496069296778255,1.3345041762553025,0.3013255653667106,Iris-setosa
+16,6.225206792201616,2.709235120095833,5.305231351477197,1.470389936633121,Iris-virginica
+17,5.523099206441223,4.172042945987126,1.4017990291794007,0.2,Iris-setosa
+18,7.7,2.8113950967662302,6.7,2.015056653553438,Iris-virginica
+19,5.090866207883793,3.709227969495498,1.5037957708375183,0.41954778987741437,Iris-setosa
+20,7.170670243001206,3.0142943565630675,6.0302677534764015,2.0993684358768396,Iris-virginica
+21,6.277204404436219,2.810581368108927,5.081792990854801,1.527127043344773,Iris-virginica
+22,6.007130077183219,2.2,4.986391718670828,1.5199333681472624,Iris-virginica
+23,5.795299940312093,2.788960802460085,5.097728259392425,2.410745980769625,Iris-virginica
+24,5.49706711090701,2.6528536579890645,4.196863278174161,1.2751398326844692,Iris-versicolor
+25,5.101478024767332,3.857341738613565,2.099344693103834,0.3931302044583329,Iris-setosa
+26,7.306815833695511,2.902150684808646,6.273851972440597,1.8217013752574558,Iris-virginica
+27,5.04589491481565,3.361693339185601,1.4653428646230648,0.2,Iris-setosa
+28,5.093044419912543,3.769592930893763,1.790607687050914,0.38735402419267384,Iris-setosa
+29,5.46217957977766,3.0015634936680176,4.497619963108603,1.497850278567183,Iris-versicolor
+30,4.400000557506746,3.193834442793997,1.3066617327223042,0.2,Iris-setosa
+31,4.592288334510942,3.21279214682238,1.3887887765819462,0.2,Iris-setosa
+32,5.527555428427227,2.3943334873265893,3.8380983184245654,1.0127977068834566,Iris-versicolor
+33,4.596830288405259,3.6073738325592224,1.0000004184922326,0.2,Iris-setosa
+34,7.7,2.769866366530416,6.7,1.9998939784601146,Iris-virginica
+35,4.400000901715742,3.2313664790370096,1.3058258416602802,0.2,Iris-setosa
+36,4.604665986345323,3.199915502762759,1.4003158468330048,0.2,Iris-setosa
+37,6.014061008286305,2.9992532958108633,4.790295264464404,1.8170436770875222,Iris-virginica
+38,6.696656848018558,3.1153308446638475,4.425857247271832,1.397907981763708,Iris-versicolor
+39,5.218928682022047,3.8447968694698154,1.6770123463308761,0.38227012289382956,Iris-setosa
+40,5.43194451416047,3.004794369168991,4.516839503237416,1.5088758648911957,Iris-versicolor
+41,5.703135270102794,4.4,1.509380479686981,0.3945687892861386,Iris-setosa
+42,7.10548544564955,2.9826419474322248,5.91201710842517,2.048269913504689,Iris-virginica
+43,6.390286151546372,3.1951382973665567,4.513770517706997,1.487763167433248,Iris-versicolor
+44,5.590918784162303,2.993670993830356,4.083121481647698,1.3067504022183773,Iris-versicolor
+45,4.943821384711219,2.425892438604976,3.307961335953509,1.0661761789544744,Iris-versicolor
+46,5.992152617787084,2.6721001453589612,5.129922928042184,1.5981685548669275,Iris-versicolor
+47,5.996937203603881,3.3571607420631753,4.568143710469507,1.7043559450886923,Iris-versicolor
+48,6.866151373602579,3.205694384285405,5.726340765037326,2.284534780558379,Iris-virginica
+49,5.060272151674598,3.4086440061777745,1.4017446427346345,0.20761750024936917,Iris-setosa
+50,5.842198574072084,2.9778843988096293,4.132485449683414,1.4898158912897215,Iris-versicolor
+51,5.71043066856098,4.39999897321614,1.4852178419853623,0.37180235925758376,Iris-setosa
+52,4.8145982147157085,3.4399325212799097,1.605074902381784,0.2,Iris-setosa
+53,5.669766020413075,2.9636357964085827,4.414405537559208,1.4692569891272051,Iris-versicolor
+54,5.145534573387845,3.3307109599349984,1.6980927871747256,0.35632912171407805,Iris-setosa
+55,6.785979822327089,2.9969575558727235,5.508610766771722,2.1071094976978983,Iris-virginica
+56,5.4334160549616195,3.3985812870697885,1.6958054669999005,0.2,Iris-setosa
+57,5.4796943400115525,2.5926972799464294,4.411109339117229,1.2453835688400825,Iris-versicolor
+58,5.165241461932752,2.637821694536163,3.5074029078328115,1.3648464603801838,Iris-versicolor
+59,6.325903797810684,3.422064244023706,5.63231033984983,2.403636259902661,Iris-virginica
+60,6.872787329014566,3.184886597841837,5.681503364488583,2.283383813714767,Iris-virginica
+61,5.833987295007401,3.0209761700638027,4.361747193209674,1.5166216678775137,Iris-versicolor
+62,6.123161574791347,3.2528481471251336,4.617419668111386,1.6157384749329504,Iris-versicolor
+63,6.016426803381162,2.7224304336917373,5.097201828666621,1.6186342545870247,Iris-versicolor
+64,5.26777710504412,3.585585741588468,1.5227080957941526,0.2,Iris-setosa
+65,4.4,2.9188290960065166,1.3989506269345193,0.2,Iris-setosa
+66,5.067758882945057,3.735475604413039,1.6773926591667876,0.3746122674695185,Iris-setosa
+67,5.388988501804348,3.000763313931136,4.4982104980567295,1.5090758283093213,Iris-versicolor
+68,5.920804972522257,3.200871954463622,4.837342569301092,1.7722495018909459,Iris-versicolor
+69,6.876929464716173,3.207133659322248,5.636694860842729,2.3066488813867188,Iris-virginica
+70,5.047602143190289,3.286408212791012,1.306181736302925,0.2,Iris-setosa
+71,5.995073241445446,3.389854837185185,4.463199035544182,1.6047570380718812,Iris-versicolor
+72,5.718165281126548,2.5064148405412356,5.0033631018047995,2.0042446326521537,Iris-virginica
+73,5.020172504747907,3.269984767127041,1.257780598687181,0.2,Iris-setosa
+74,6.504848010128888,2.9939652473629663,5.451763941704992,1.8064671071973275,Iris-virginica
+75,5.780205111774238,2.6808056066308925,5.105094476369492,1.9061228612343082,Iris-virginica
+76,5.138150593535365,2.593921643301907,3.4188165356453326,1.3299159732159485,Iris-versicolor
+77,5.618638249893075,2.9980637138483286,4.078930988220005,1.305655519269395,Iris-versicolor
+78,4.503452066595875,2.308202643221502,1.2868181010403625,0.28107584294494803,Iris-setosa
+79,5.783749312807632,2.6720056534433123,5.0824421133108375,1.9093096725600747,Iris-virginica
+80,4.4,3.2160559262366983,1.2910261557035816,0.2,Iris-setosa
+81,5.363152101045715,3.8689780883524456,1.7621667800479548,0.39938761938846823,Iris-setosa
+82,4.600704953399237,3.2032702994319724,1.3992375740809684,0.2,Iris-setosa
+83,5.5027856713322105,2.3960210547291134,3.7567223376476644,1.1366145875087041,Iris-versicolor
+84,5.003377659164019,3.492578117897985,1.273549503725366,0.2966080068385755,Iris-setosa
+85,5.8853682066881285,2.97578695768308,5.086773682078055,1.8174504554598754,Iris-virginica
+86,5.420472556281839,2.9871628246214326,4.289779823487651,1.4035300663394834,Iris-versicolor
+87,5.2024417386027455,2.6819478492376136,3.995909203739335,1.3955647087159981,Iris-versicolor
+88,6.339682268030834,2.3263746300888566,4.461481960524771,1.3299717309966523,Iris-versicolor
+89,6.393911508803142,3.091122547091968,5.459575326543198,1.7962045543072482,Iris-virginica
+90,5.51071458228341,2.6881327829254595,4.164396261379364,1.2945381152407631,Iris-versicolor
+91,4.911859442670928,2.3955997928041843,3.5183956435269557,1.0073380282080246,Iris-versicolor
+92,5.0949190577208086,3.2872430094095475,1.265121498190215,0.2,Iris-setosa
+93,5.954421710006056,2.686799856486038,5.070262233836252,1.5477284312989197,Iris-versicolor
+94,6.430929528899599,2.907850836582819,4.284285681184751,1.308577375458072,Iris-versicolor
+95,6.0169375180405105,2.696557263804506,5.091765968818599,1.6034508357945443,Iris-versicolor
+96,6.645032508243281,3.0800819197186646,4.403340751316272,1.433413993873222,Iris-versicolor
+97,6.085294553377025,2.6105232794666797,5.6273510987054705,1.4124797817499002,Iris-virginica
+98,4.594157743934984,3.59952087408893,1.0,0.2,Iris-setosa
+99,5.097211653096174,2.48477801155551,3.1733476761937824,1.120905701946859,Iris-versicolor
+100,5.738219742472615,4.4,1.4977483844506614,0.41281166916521334,Iris-setosa
+101,4.607008033359855,3.6055229660085155,1.0000005768726847,0.2,Iris-setosa
+102,5.419472864190309,3.002711663899169,4.503485475190735,1.500039498933304,Iris-versicolor
+103,6.711666496516863,3.1083073618227277,4.405250598108254,1.398813643587628,Iris-versicolor
+104,6.317624647091037,2.885491444767857,4.288766317255995,1.299510646704718,Iris-versicolor
+105,5.773717609167503,2.8175079297704575,5.102156936459887,2.394033323746571,Iris-virginica
+106,4.400000477546447,2.918754082519167,1.397784673829321,0.2,Iris-setosa
+107,5.079809780002648,3.7776801882322992,1.6815583929511604,0.38601306396949164,Iris-setosa
+108,5.75795277356163,2.487523686377986,4.074719977801729,1.272918661158977,Iris-versicolor
+109,5.184439843121679,3.4744228203413248,1.5038050089183381,0.2,Iris-setosa
+110,5.35331672344371,3.8525612035747856,1.6318337232730336,0.33426937379330923,Iris-setosa
+111,7.7,2.805747739741192,6.7,2.0183677303604433,Iris-virginica
+112,5.691984594275798,3.0105706982562532,4.475172242311229,1.501361130946823,Iris-versicolor
+113,4.787706533499746,3.3829422389844086,1.5988613035081851,0.2,Iris-setosa
+114,4.962429509227077,3.144610122101995,1.2460560409489563,0.2,Iris-setosa
+115,4.4,2.8586334732004888,1.3980392407264361,0.2,Iris-setosa
+116,5.010592592723049,3.2090527448861024,1.1875710346986161,0.2,Iris-setosa
+117,6.316006561845956,2.524060880102601,4.97157384385506,1.882212080080504,Iris-virginica
+118,6.276994386746809,2.8003450636966836,5.095635728579673,1.4935412474685363,Iris-virginica
+119,5.261145524771342,3.5553128805188394,1.4987989019081331,0.2,Iris-setosa

iris/tab_ddpm/4_1/2/test.csv

@@ -0,0 +1,31 @@
+,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