a

iris/tab_ddpm/6_0/0/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.405879806197584,3.1021096997479147,6.173465002578412,2.128728972907003,Iris-virginica
+1,6.257490259621015,2.7060634477596293,4.887382657261543,1.7606368016552043,Iris-virginica
+2,6.4870059596937795,2.789348671540477,4.550468986382359,1.4812119588317505,Iris-versicolor
+3,5.823491694873332,2.703702339456649,5.0996811800735244,1.8989574766800787,Iris-virginica
+4,5.446225462759427,3.0,4.529749360693882,1.498067161027193,Iris-versicolor
+5,6.006392674516135,2.2318955153482203,4.984558087690045,1.498786158776229,Iris-virginica
+6,4.998739023004873,3.6099968444717847,1.3816940739534795,0.2017578895129051,Iris-setosa
+7,5.996603885329655,2.2166114154746914,4.005125523335861,1.0279612569050283,Iris-versicolor
+8,6.6688272832948465,2.8201935523768267,4.689293136947095,1.4849685550484524,Iris-versicolor
+9,5.072470466698528,3.4243060686142477,1.397952189913354,0.19791404278991315,Iris-setosa
+10,5.345776309995579,3.0,4.494201934585305,1.5103485008149926,Iris-versicolor
+11,5.1163959163219985,3.5183758417293745,1.4019987305513526,0.1987369832347497,Iris-setosa
+12,5.565492163189154,2.4997843655894836,4.069289813292147,1.2927272968290795,Iris-versicolor
+13,5.205047170481417,2.6403144787348998,3.8238713869974768,1.3671860037982746,Iris-versicolor
+14,5.542944962352346,2.3901104534761037,3.7033861125285252,0.9859783714257108,Iris-versicolor
+15,6.589359366656639,3.0,4.443863772526937,1.4132099367138133,Iris-versicolor
+16,5.484622942379735,2.5150200380493968,4.02476710536752,1.3212711710224843,Iris-versicolor
+17,5.506211527196016,4.199999285660259,1.4187271202500038,0.19853275468618298,Iris-setosa
+18,5.578270983508094,2.46775770168983,3.883130665861383,1.1085759984618582,Iris-versicolor
+19,7.634144360483981,2.9348320486258133,6.627821636960554,2.05258198655143,Iris-virginica
+20,4.685922307042882,3.0420659313155847,1.3809920232301311,0.2295134632019772,Iris-setosa
+21,5.809041926556653,2.6968901954913482,5.099138769442575,1.8944408900051621,Iris-virginica
+22,4.802906909825038,3.402374498167622,1.587362117158482,0.20004229314527489,Iris-setosa
+23,5.855939664629623,2.253071544990214,3.958077958156915,1.0306532181528918,Iris-versicolor
+24,5.035262668470261,3.0,1.7719573807875673,0.1975372558724116,Iris-setosa
+25,6.005310838266036,3.3972198853341746,4.518878273907429,1.5962682798878847,Iris-versicolor
+26,5.874020737442399,3.174796177231729,4.7606275031758685,1.7442213946477976,Iris-versicolor
+27,6.467779086333206,3.1871174676362584,5.2833723257547565,2.2530825997625494,Iris-virginica
+28,6.243916442870381,3.3992006992357395,5.5336516130084314,2.4032356239318324,Iris-virginica
+29,5.103116780949377,3.2926598474229127,1.706488260083794,0.5051113930616109,Iris-setosa
+30,6.695064469425966,2.5190362967440576,5.808207826864871,1.8228888657202638,Iris-virginica
+31,6.092329359475443,2.7988102837196105,4.673531200012253,1.2265573834488064,Iris-versicolor
+32,4.776437012135186,3.0,1.3905803136996695,0.36894920066507175,Iris-setosa
+33,4.3000005321994825,3.0,1.104126791772588,0.1,Iris-setosa
+34,5.020284623600354,2.0000004665771014,3.610373731365535,0.8471522691005592,Iris-versicolor
+35,7.21081922592885,3.201120676006834,5.98481462283765,1.7980188938741701,Iris-virginica
+36,6.8061173786667855,2.79698090257916,4.8015406693992855,1.398672896323833,Iris-versicolor
+37,5.036307612421757,2.0,3.6645398514314773,1.0169155299101784,Iris-versicolor
+38,6.498785228938873,3.204355447286917,5.071094305830422,2.0143992019667287,Iris-virginica
+39,5.9842582022919775,3.369100063099659,4.55273864753525,1.622289854246657,Iris-versicolor
+40,4.810014726918979,3.407758451854648,1.6365677530471474,0.20177044911230832,Iris-setosa
+41,5.006672314474007,3.385496627926242,1.5884269966888644,0.3968435395779472,Iris-setosa
+42,6.30150516351538,3.279743460598171,6.006233890266453,2.5,Iris-virginica
+43,6.01860119807761,3.4036738892575626,4.469289653250986,1.5887380995326839,Iris-versicolor
+44,6.350055401595327,3.271023504655781,4.705769570492469,1.5896900813650396,Iris-versicolor
+45,5.699553234020756,2.785881035305386,4.4961706185614,1.2714834415408678,Iris-versicolor
+46,6.205087122531164,2.771925296228082,4.823145452131012,1.7910129855981838,Iris-virginica
+47,4.765194969559208,3.0,1.3905759398045936,0.30512672809031766,Iris-setosa
+48,6.248551736421629,2.75416272950665,4.834745367777863,1.803810637067453,Iris-virginica
+49,6.216294520357404,3.4001171775578847,5.394241525772831,2.285778971274324,Iris-virginica
+50,7.696721996825003,2.5745214954507936,6.9,2.2936838742757115,Iris-virginica
+51,4.999845517490292,3.386384028476966,1.6219325452081004,0.40918609202998024,Iris-setosa
+52,5.015865724341351,3.3914393156651257,1.5967210608937203,0.34419856726361686,Iris-setosa
+53,6.28639199122989,3.3936621545680166,5.5584120701232855,2.3883209811517174,Iris-virginica
+54,7.598701211075285,3.0,6.5901262823292885,2.0905099751978238,Iris-virginica
+55,5.481607458822722,3.0,4.527137101275432,1.488965820839042,Iris-versicolor
+56,4.952991278848559,2.0,3.381976884883257,0.9063613436089912,Iris-versicolor
+57,6.912824880887364,3.2044815304507996,5.767717108599293,2.286857955411161,Iris-virginica
+58,5.031600710650569,3.568172042719815,1.4017856487624332,0.20207916950990396,Iris-setosa
+59,5.743927386344524,2.882308862402823,4.4929460986819745,1.3962066191470406,Iris-versicolor
+60,5.209485983948255,2.552539723093969,3.669492123702279,1.3209350034455192,Iris-versicolor
+61,4.799757705951976,3.4020286826490165,1.7894119744253603,0.1996769338554083,Iris-setosa
+62,5.103318227154746,3.3114857601784777,1.6615448956883905,0.46407064543345483,Iris-setosa
+63,6.29799303950512,3.399914109933283,5.556085526589629,2.3968963431607,Iris-virginica
+64,5.9993654622776384,2.8779827630952477,4.486469461970683,1.4793221505819125,Iris-versicolor
+65,4.581474139649629,3.127133081328079,1.4576117619386322,0.19898335652724414,Iris-setosa
+66,5.498626610433447,2.410702519618436,3.7055500820402005,1.001386966382358,Iris-versicolor
+67,6.2315715037643145,3.399432542803089,5.410016011723613,2.320710048840285,Iris-virginica
+68,4.979394351653142,3.0,1.5906669898248924,0.2068019022415481,Iris-setosa
+69,6.29488948877032,2.4757624152579116,4.997503735816323,1.89359981381259,Iris-virginica
+70,6.306444810454975,3.3952725246493123,5.633497676451145,2.3974000267942066,Iris-virginica
+71,6.802705626060898,3.2094518242241823,5.804026613480141,2.2939969962188727,Iris-virginica
+72,5.87693480580356,3.208106885789608,4.807979631612698,1.8324352058061244,Iris-versicolor
+73,6.1166357518622005,2.58897021656835,5.559857845521884,1.3894716553177537,Iris-virginica
+74,4.586138012285909,3.577449077862672,1.0000004821523167,0.1971284899774829,Iris-setosa
+75,5.064914471326236,3.326673642754912,1.5978710358281911,0.4760011020597382,Iris-setosa
+76,5.12201240938547,3.501198308074169,1.393093324310144,0.20003389886788178,Iris-setosa
+77,4.387688104443807,2.8879561107416647,1.3853458450465526,0.19738161649813857,Iris-setosa
+78,5.5170285078188765,2.3586770358531712,3.7467503037864667,0.9185856954000163,Iris-versicolor
+79,4.300000523950728,3.0,1.0975191080027231,0.10000011006683535,Iris-setosa
+80,4.393809700093203,2.8742860683220575,1.4078690856554006,0.20019389324588124,Iris-setosa
+81,5.975503166119135,3.4053123002022576,4.507643912064436,1.609955110751968,Iris-versicolor
+82,4.994535931936318,2.0,3.5994905364610474,1.0031458743190895,Iris-versicolor
+83,5.157752230006059,3.4187871623616637,1.4106599662613521,0.2051381991884669,Iris-setosa
+84,5.934410354173319,3.19378950329017,4.7876013226748215,1.7770422418188545,Iris-versicolor
+85,5.659213557533546,3.0,4.290380027115165,1.3117484554301624,Iris-versicolor
+86,5.092581635589983,2.4831273885925804,2.976066161463656,1.1020343094510427,Iris-versicolor
+87,6.591887528248763,2.8364917405152155,4.701155424439684,1.519164560970033,Iris-versicolor
+88,6.704536578388245,3.099275842197635,4.731298116326649,1.5093157699771929,Iris-versicolor
+89,5.023507051272941,3.0097502531038933,1.6238216028636483,0.20252078656770217,Iris-setosa
+90,6.243663222858425,3.310448340895534,4.6732528544678145,1.591681557738665,Iris-versicolor
+91,6.199220360497363,3.3885490714399045,5.44581055637061,2.3064321105929686,Iris-virginica
+92,7.692735602261372,3.0,6.1155544733827805,2.291573050058527,Iris-virginica
+93,4.975930664112429,3.0,1.5995540081026285,0.20438005777282683,Iris-setosa
+94,6.506497712325164,3.0,5.825577745798879,2.1912679349558863,Iris-virginica
+95,4.615758436497444,3.2003327744738086,1.4114383451231989,0.2011217708634576,Iris-setosa
+96,4.8374225242688365,3.0,1.4507162507695677,0.10000009357165023,Iris-setosa
+97,4.300000514811025,3.0,1.100197574320666,0.10000009497118169,Iris-setosa
+98,6.91448087881437,3.128067005299882,5.291989558463557,2.3033354916558335,Iris-virginica
+99,6.059946824900921,2.895130497502863,4.6073642962950485,1.4470630564468412,Iris-versicolor
+100,5.59848424808466,3.7293826086666066,1.5626491378601015,0.38547467584964273,Iris-setosa
+101,5.800824245632551,2.692547487291612,5.11824409803689,1.8788335794122157,Iris-virginica
+102,6.4129695222183285,3.198161962465744,5.312959817935572,2.3073948826097688,Iris-virginica
+103,5.08445043609637,2.507943649492022,3.0117919410382914,1.1390362896940087,Iris-versicolor
+104,6.593792466817049,3.0,4.401742248142577,1.4057920264534494,Iris-versicolor
+105,6.707898668732923,2.4716488124157268,5.799169269687336,1.8087890980254333,Iris-virginica
+106,5.903495174858957,3.2111818260973735,4.786391790573303,1.7777256676654107,Iris-versicolor
+107,7.7005863814882085,3.0,6.081212917984011,2.2909558989677645,Iris-virginica
+108,7.131691374562975,3.1716631745917696,6.014942211419924,1.7900118140145274,Iris-virginica
+109,4.617101791143517,3.1125250333900594,1.4889331320552956,0.20066410681077607,Iris-setosa
+110,6.2454891629876625,2.701920437312289,4.87860619833817,1.7839144296833758,Iris-virginica
+111,6.11413718165097,2.8149751821808078,4.725644194099468,1.2133284544458602,Iris-versicolor
+112,6.51029934394126,3.2129038703122537,4.745090874904922,1.5658533033833988,Iris-versicolor
+113,4.9136125548102685,3.118023028866293,1.520788027208791,0.1,Iris-setosa
+114,6.68895157957457,3.09266946906872,4.701782268968657,1.5006795039924883,Iris-versicolor
+115,4.811820275325595,3.3933823837567845,1.8363183461981487,0.19839468458690385,Iris-setosa
+116,5.296859913554891,2.8626880788332287,4.233804934729383,1.441037872617741,Iris-versicolor
+117,6.659755006689261,2.841786721716048,4.702547413891652,1.512295902693322,Iris-versicolor
+118,6.461169277991596,3.0,5.816392186039695,2.1626790003532332,Iris-virginica
+119,5.021484576830332,3.6266217901190894,1.3653500498680748,0.20388830552329198,Iris-setosa

iris/tab_ddpm/6_0/0/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/6_0/0/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tab_ddpm/6_0/0/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/6_0/1/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.086890657093199,3.4569242630989643,1.408766174004553,0.20276558597234848,Iris-setosa
+1,4.300000931611045,3.0,1.1083606712002894,0.10000014151227299,Iris-setosa
+2,4.3,3.0,1.1049186316302666,0.10000012033977759,Iris-setosa
+3,5.499599324326085,4.199999010763775,1.391341358473069,0.20020542278701184,Iris-setosa
+4,5.726345009243581,2.8255352175630613,4.198067238782493,1.2088978128390173,Iris-versicolor
+5,4.800332629682674,3.0,1.3843813710168338,0.30869427333190685,Iris-setosa
+6,5.676926619639231,2.7622361442249455,4.423084887788892,1.3392265100497631,Iris-versicolor
+7,5.810132880342639,2.7028988436906047,5.119759798741587,1.900928697768162,Iris-virginica
+8,6.042157241046487,3.3975085915681924,4.502266710096843,1.598267370150321,Iris-versicolor
+9,5.054025867019644,2.5070946519462862,2.9106933594579214,1.0685976250766551,Iris-versicolor
+10,6.64077744218125,3.078790583770248,4.679980897338711,1.4624887649056513,Iris-versicolor
+11,5.592516222837996,2.907779428971458,3.606000784312699,1.2813390532723905,Iris-versicolor
+12,7.200879616150123,3.18806530451394,5.999481500647273,1.8083215276546118,Iris-virginica
+13,6.677545917916801,3.0,5.001918505886373,1.719334062949964,Iris-versicolor
+14,4.39983009637412,2.9031299746632055,1.3861255544460833,0.19926391300876578,Iris-setosa
+15,5.119232540193677,3.287745205588567,1.6922478347249075,0.3817874269879508,Iris-setosa
+16,5.019543760674801,2.0000004724480007,3.289623346838102,1.0010141878688186,Iris-versicolor
+17,5.058754754279698,3.0,1.734735832876902,0.20075380380421667,Iris-setosa
+18,6.06578690654249,2.9069015797148947,4.657211579980313,1.4376555786474308,Iris-versicolor
+19,6.474180564179542,3.207023781081732,5.163327490973767,2.037744385551584,Iris-virginica
+20,7.657786454381123,3.0,6.144918556076877,2.2559665728086378,Iris-virginica
+21,6.3267340618561,3.290694880674535,5.972636933077151,2.5,Iris-virginica
+22,7.706958205311946,2.5937809970977113,6.899998617401018,2.3114098393006035,Iris-virginica
+23,7.217218965929382,3.1927184495060863,6.022023435461909,1.8095253396131932,Iris-virginica
+24,6.732588743762297,3.141307450262666,5.792944626211016,2.27100864090634,Iris-virginica
+25,4.609910706917461,3.1081638265309084,1.5153389766747127,0.20090894219112213,Iris-setosa
+26,5.097874203146924,3.500286416705248,1.4044450114672695,0.20502829939543718,Iris-setosa
+27,6.907202948842776,3.196968729746747,5.802260415104765,2.301979590419066,Iris-virginica
+28,7.8999988314421845,3.835426008814376,6.442418033198008,1.979428414727493,Iris-virginica
+29,5.914772069407444,2.914355682924134,4.493340518344733,1.521095291845537,Iris-versicolor
+30,6.109330554709433,2.821654564235905,4.7043802142075615,1.2151868706251308,Iris-versicolor
+31,5.778373375894538,2.7668700945522935,4.28979817585627,1.1225637806027051,Iris-versicolor
+32,6.719995128872737,2.5036028932744294,5.791867761452699,1.8023992545369483,Iris-virginica
+33,7.200253944352938,3.206082603145276,6.023159409637046,1.780383683201041,Iris-virginica
+34,6.233885921307656,3.3995563063307923,5.453838892017016,2.3123704720353078,Iris-virginica
+35,5.408622834365893,3.885791627839525,1.312427827431377,0.36389114733747,Iris-setosa
+36,6.272026611451634,2.6388845592260646,4.881037882632011,1.8063735321724843,Iris-virginica
+37,6.693605351044793,3.0,4.92032749536245,1.6660250315560214,Iris-versicolor
+38,6.01056354900831,3.388295179443602,4.526359281099332,1.5983118104601648,Iris-versicolor
+39,4.572444009793598,3.6317889395745997,1.0,0.19561034458193152,Iris-setosa
+40,5.179287666416096,3.4083451473470543,1.379040878462754,0.19528195601890921,Iris-setosa
+41,4.784575087936416,3.0,1.4042713557009896,0.10000011653803909,Iris-setosa
+42,6.045738874165708,2.903808093624949,4.648878191859217,1.4162563269756179,Iris-versicolor
+43,6.730202721758393,2.7844263640646263,4.75802021770535,1.425706287201151,Iris-versicolor
+44,5.705988143874956,2.904640615774581,4.046012417398132,1.2195922338546874,Iris-versicolor
+45,5.7019407519747665,3.7883093307524183,1.8003142362986881,0.2969762604409417,Iris-setosa
+46,6.299940078050895,3.395514600305627,5.522544014198985,2.370974170745605,Iris-virginica
+47,6.209080637937794,2.1802211673174208,4.4697349691560895,1.4903579927493225,Iris-versicolor
+48,4.9888249352788065,2.000000803527303,3.5005124189971926,0.9408492992737019,Iris-versicolor
+49,4.798468414873037,3.3974462746693583,1.5897976807990717,0.19918877693315346,Iris-setosa
+50,5.892126849525001,3.1938493906490026,4.805347665924496,1.8077498063038793,Iris-versicolor
+51,4.300000456162086,3.0,1.0993740363689875,0.1,Iris-setosa
+52,5.71359905653105,2.851375652088503,4.18962171398312,1.279958151621335,Iris-versicolor
+53,6.107444281885943,2.601685449766891,5.598523799831754,1.4261173703783896,Iris-virginica
+54,5.766316747804105,2.78306427377032,5.1035132591543295,2.407589034977215,Iris-virginica
+55,4.957202545241569,3.399085920645348,1.5976585892899249,0.2700688962627247,Iris-setosa
+56,6.79197641048947,3.2042056825673573,5.809728228653273,2.2994419806224595,Iris-virginica
+57,5.677097080842832,2.9865669012191933,4.16275045673622,1.2442806652007496,Iris-versicolor
+58,5.7990733052884895,2.7085920627475684,5.088550375298205,1.9332791231588229,Iris-virginica
+59,4.9960626408047935,3.0,1.609860462376984,0.20131893987364394,Iris-setosa
+60,6.023341927646963,2.9161911046721243,4.617910374819472,1.4346253391800388,Iris-versicolor
+61,6.317187109967476,3.2925894641883944,5.985163799559349,2.5,Iris-virginica
+62,4.805172194120088,3.399743222677121,1.8589591697527141,0.19869696243253787,Iris-setosa
+63,4.606610816659306,3.1007354996510927,1.523360353041625,0.201534285406776,Iris-setosa
+64,4.399739693728023,2.9069164140388084,1.4063942536074632,0.1948018186929858,Iris-setosa
+65,5.468605752058939,3.0,4.519186623302728,1.4982657254381082,Iris-versicolor
+66,5.41400182268567,2.418593843863057,3.6517725217420423,1.0296843115511012,Iris-versicolor
+67,5.087227603437298,2.4790469446431906,3.044647677108269,1.1015181888826415,Iris-versicolor
+68,5.3494916742198,2.433994973167401,3.5217443571219396,1.010032074158709,Iris-versicolor
+69,4.3,3.0,1.104187061521941,0.1,Iris-setosa
+70,5.0034480372868435,3.0,1.776096097248668,0.20033304402004765,Iris-setosa
+71,5.585151569782111,2.4945150963656797,3.929166898825243,1.1186279483314558,Iris-versicolor
+72,4.811753824135127,3.0,1.3973744867347868,0.2857358177245091,Iris-setosa
+73,5.491594440119051,3.0,4.508521511825234,1.4983483984920405,Iris-versicolor
+74,5.526562350102941,2.410262528852404,3.7358451319494805,0.9870745014401086,Iris-versicolor
+75,5.601354440050073,2.907743803845994,3.667816667275427,1.3012254107145105,Iris-versicolor
+76,5.22695344208559,2.716365578559862,3.9255701961180374,1.4153131236399825,Iris-versicolor
+77,4.561937727747818,3.094696391350104,1.4868057274141688,0.199672947366056,Iris-setosa
+78,5.09614312636104,2.5010237406973665,2.9597590166671313,1.0941460825182228,Iris-versicolor
+79,6.503326423729711,3.1928453538904726,5.1357633261941125,2.0343288052731405,Iris-virginica
+80,4.818762458588744,3.0,1.4345441409562738,0.10000013654264153,Iris-setosa
+81,5.123341334230793,3.406855362905184,1.3945285656355264,0.20046203634346887,Iris-setosa
+82,6.094358709695073,2.6064665053898617,5.576220022417531,1.403474821054413,Iris-virginica
+83,5.993089567384046,3.397105982342883,4.490319653074556,1.579758307330842,Iris-versicolor
+84,6.895715905171287,3.0957055928747472,5.105999087601052,2.3023210641376157,Iris-virginica
+85,7.899998372759978,3.818956686632994,6.327961149666283,1.9619539682267289,Iris-virginica
+86,7.899998799089022,3.8249610693848584,6.353737584166354,1.9979912165006397,Iris-virginica
+87,7.702190359698935,2.7919322323411024,6.715857150592162,1.9959520254884722,Iris-virginica
+88,6.198527293650396,2.8078115122103036,4.808986124153178,1.7991391842295914,Iris-virginica
+89,4.396366481251848,2.922589894282936,1.3825634250201873,0.20006935713382895,Iris-setosa
+90,6.009557364123638,2.198129725045127,5.009178872623088,1.5101349311697476,Iris-virginica
+91,6.23817914237489,3.3270070376972223,4.677617695680355,1.6055010619730457,Iris-versicolor
+92,6.497954810953882,2.800463278894462,4.630482260352404,1.4838858197419236,Iris-versicolor
+93,5.847314435513641,2.790435640340053,4.511499547495041,1.2396979645466404,Iris-versicolor
+94,6.672016989174434,2.5046975442930752,5.7653978406053135,1.8017424326789517,Iris-virginica
+95,5.455916353035981,3.0,4.501213880408325,1.4930070975626393,Iris-versicolor
+96,5.186876076010481,3.405358676418675,1.393212139574477,0.19738240353702055,Iris-setosa
+97,6.281608038978392,3.0363542710576823,5.321343538011981,2.322536575418777,Iris-virginica
+98,6.5872249478043505,3.1861346117194365,5.235210065430048,2.1703399755579014,Iris-virginica
+99,7.68873598066722,2.7851795840988514,6.696180486289304,1.9926834100758013,Iris-virginica
+100,7.729030387750359,2.6096625453625926,6.9,2.2913979124734367,Iris-virginica
+101,5.987446090468783,3.403406645064906,4.529121013786829,1.5919962564550911,Iris-versicolor
+102,5.535877519775856,3.0,4.503998475472516,1.4915112443462777,Iris-versicolor
+103,6.179754358739337,2.8259734383263853,4.770640418061201,1.7973422397897965,Iris-virginica
+104,6.9362492033231495,3.1001162125811,5.096592930637467,2.30324350042995,Iris-virginica
+105,6.001127692735701,3.400521017581983,4.482934252719843,1.5871774714891302,Iris-versicolor
+106,5.694286372348021,2.884554156453042,4.22014140802192,1.2677331365071955,Iris-versicolor
+107,5.66979427990949,3.0,4.052362813107767,1.2678924207064743,Iris-versicolor
+108,7.233760759196896,3.2030300599180177,5.992916457317331,1.822323839019627,Iris-virginica
+109,5.780765289624924,2.7308987701580896,4.208155153440173,1.0329182263823147,Iris-versicolor
+110,5.964648474455846,2.196764924516778,5.001074292319067,1.500953337346329,Iris-virginica
+111,6.867934441397417,3.201822852453111,5.726905201341817,2.301591010373834,Iris-virginica
+112,6.277633223736896,2.474905164350485,4.994946749668258,1.8770265239481136,Iris-virginica
+113,4.3,3.0,1.085922746179095,0.1,Iris-setosa
+114,4.4069902912496906,3.1386484801783534,1.2939866331456864,0.20041301027845032,Iris-setosa
+115,4.880980067675107,3.097399785875807,1.5094386258420711,0.1,Iris-setosa
+116,6.845454237696521,3.1002436993632956,5.133667600139891,2.2813109840861188,Iris-virginica
+117,6.800920051775068,2.7977515591681885,4.788744117378005,1.375501644522613,Iris-versicolor
+118,5.619226512944363,3.796888603318693,1.5054226161300706,0.3896065258193792,Iris-setosa
+119,6.321236904102043,3.2921772312378854,4.6929133062021755,1.5878817854919998,Iris-versicolor

iris/tab_ddpm/6_0/1/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/6_0/1/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tab_ddpm/6_0/1/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/6_0/10/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.522991699272666,2.4924526455653666,3.985370850149104,1.298990708202777,Iris-versicolor
+1,6.076296149598931,2.883937959903651,4.720429563410551,1.37334608425116,Iris-versicolor
+2,5.846423424915545,2.6957946865968463,5.072094730040735,1.902745595046544,Iris-virginica
+3,6.011470320463813,3.4009450277721336,4.478458385698373,1.5972283200950406,Iris-versicolor
+4,6.312334278209882,3.299360194297206,5.997871400958687,2.4999997903733533,Iris-virginica
+5,5.70870437901475,2.9630635430921792,4.182847193296699,1.2523545798894233,Iris-versicolor
+6,5.305322112224345,2.452851200955597,3.435970467747179,0.9340319154438235,Iris-versicolor
+7,5.798386060628152,2.7595840559864127,4.145623431456749,1.058582013721979,Iris-versicolor
+8,6.646372526887215,2.917598358785296,4.737134545198501,1.5435663583513266,Iris-versicolor
+9,7.6518642098981795,2.604980443151052,6.899998122128866,2.2739575681773916,Iris-virginica
+10,5.0156976546876475,2.0,3.606585818357842,0.9411344931019092,Iris-versicolor
+11,5.826487015473228,3.0213451475099196,4.619320727092193,1.6332924037492653,Iris-versicolor
+12,4.787743205366956,3.3665224864561174,1.5931398801068082,0.20271594882239538,Iris-setosa
+13,6.728771791934523,2.510417664954194,5.89953179895906,1.8147436065838582,Iris-virginica
+14,4.987450008291032,3.6084764503127587,1.373662213595135,0.20258872663658398,Iris-setosa
+15,5.517427210562547,2.4542934903760365,3.9791452462744625,1.2547015507139543,Iris-versicolor
+16,4.805151918285813,3.3953297646334217,1.7898841386429347,0.20179502451789363,Iris-setosa
+17,7.693533285660419,3.0,6.160862154217858,2.2926046577177077,Iris-virginica
+18,5.571143815993889,3.0,4.474250012548991,1.4867895267670463,Iris-versicolor
+19,5.9781758704071795,3.407222960918717,4.487088134235033,1.5937459276554022,Iris-versicolor
+20,4.9186276023487085,3.3924455894889225,1.5934425206776943,0.2502951633769316,Iris-setosa
+21,4.614487880457466,3.0939464671602632,1.5162691993459143,0.19712070596633327,Iris-setosa
+22,5.893325665130774,2.9081128613154754,4.511413546819626,1.466864524397778,Iris-versicolor
+23,5.897064341199487,3.198202640341935,4.815088515031675,1.7982929928921427,Iris-versicolor
+24,6.438127470735825,3.2160464340539034,5.2636564978508105,2.2423099670663404,Iris-virginica
+25,6.968209321291415,3.108357217618099,5.185361238261816,2.300853462887717,Iris-virginica
+26,4.804024043286121,3.0,1.3998338843035887,0.10000010810480935,Iris-setosa
+27,7.9,3.7739183385337416,6.358154321042581,1.9365637472772266,Iris-virginica
+28,5.3466506444340745,3.4009084710311632,1.4959520413576808,0.4868162776953266,Iris-setosa
+29,6.128032013976068,2.5893417340548344,5.540885368785066,1.438771479878558,Iris-virginica
+30,4.402600678507163,3.0,1.3418250553195281,0.20015203956586577,Iris-setosa
+31,6.707462627306539,3.114402282359474,4.727474185684249,1.5135726071187379,Iris-versicolor
+32,6.2927595153829134,2.706863872595041,4.894825256164478,1.7740229479450382,Iris-virginica
+33,7.706115535354634,3.0,6.102579131051803,2.297929597453716,Iris-virginica
+34,5.029643313630287,3.599409163991112,1.4053895312347844,0.20297595850996716,Iris-setosa
+35,6.289471759920273,3.4010129426822533,5.579538856653361,2.3934205774790827,Iris-virginica
+36,5.974959495396816,3.400931092944067,4.513952298717442,1.6148732712257612,Iris-versicolor
+37,5.105221005960351,3.321606908528757,1.7048313313822219,0.48706009961969854,Iris-setosa
+38,5.204835405922916,3.3969636653239963,1.4005601758723085,0.20214012994735966,Iris-setosa
+39,5.541946973493597,2.4930538241387916,3.931018668411135,1.1658429956335759,Iris-versicolor
+40,5.829300958311374,2.7396802109555125,4.327226326974225,1.0705486698179218,Iris-versicolor
+41,6.40500271723266,3.197648477257623,5.301900063960451,2.2937671823913277,Iris-virginica
+42,6.710151875007937,3.0,4.995081838508064,1.7114506359839026,Iris-versicolor
+43,5.787710010884232,2.8001721832318034,5.0939794683754895,2.407124916401687,Iris-virginica
+44,5.408704884721907,3.890872371581465,1.3447108732517665,0.34586722095795724,Iris-setosa
+45,4.995356600681711,2.0000006610577397,3.3561591855827126,0.9902952934518817,Iris-versicolor
+46,5.067510266958717,3.403722512793832,1.5924963849613505,0.4665551991643059,Iris-setosa
+47,5.054654514809945,3.5861253081045774,1.4039041109696702,0.203678383716231,Iris-setosa
+48,5.8021400015929645,2.670391790320407,4.090560383687742,0.9525865940195237,Iris-versicolor
+49,6.184873790661558,2.8041899217205724,4.7894513276236665,1.8013077143110934,Iris-virginica
+50,6.323234754288888,3.2961205018857704,6.060071415004352,2.499999756491537,Iris-virginica
+51,6.232802321523412,2.1730061293325,4.4349243877152285,1.5035521304407617,Iris-versicolor
+52,5.532369835920761,3.0,4.430292330586307,1.4517553043177602,Iris-versicolor
+53,6.20855090455026,2.1885659553151404,4.4584610606464965,1.4761616252468124,Iris-versicolor
+54,6.008618633374624,2.813226922738171,4.6574199932696,1.2551651041176284,Iris-versicolor
+55,5.820798716442339,2.6975962406351774,5.09858240145487,1.907758285702977,Iris-virginica
+56,5.868764711280411,3.1901806874075587,4.786017929885503,1.7924165175037305,Iris-versicolor
+57,5.90599706097015,3.207617460649952,4.79942193741261,1.7951244394862436,Iris-versicolor
+58,5.793762904626457,2.697383976753452,5.117555142773615,1.8967244795104308,Iris-virginica
+59,6.818852071673725,3.1986014312616993,5.572029087334326,2.2919302264757375,Iris-virginica
+60,6.181750426016593,2.1963624584914747,4.474673874661611,1.4886810327203839,Iris-versicolor
+61,6.039249310675111,2.210364562765864,5.0290890852062615,1.5151201488498613,Iris-virginica
+62,6.259608368159097,3.3035198193979847,6.026267696865245,2.4999998074272676,Iris-virginica
+63,6.196385027928797,2.8113369035795137,4.774460385956653,1.8025727378817569,Iris-virginica
+64,5.472081132230174,3.0,4.507030577893075,1.4959174200169607,Iris-versicolor
+65,5.12093808114199,2.5502264831637804,3.4474633151681293,1.2500705888615786,Iris-versicolor
+66,4.919928617934048,3.1412191257796436,1.5154546669050513,0.1,Iris-setosa
+67,6.2038018594518025,2.209607454691608,4.5232759640620746,1.5071686222785028,Iris-versicolor
+68,5.793019217998278,2.82032142483113,4.558347541455213,1.3226621346346816,Iris-versicolor
+69,7.7097859390968475,2.5994376241406765,6.9,2.3016196082997125,Iris-virginica
+70,6.704116373807076,2.4886629670087337,5.795576170535287,1.8219961800089712,Iris-virginica
+71,6.631385586241375,3.0,4.484678833912341,1.4262854643672085,Iris-versicolor
+72,6.486050472145988,3.0,5.857836657853924,2.1744491342908483,Iris-virginica
+73,5.599870027209465,2.9280956504033653,3.7043117408439414,1.29313792862976,Iris-versicolor
+74,5.016637270077385,2.000000938315915,3.5132659846183927,0.8990645904937977,Iris-versicolor
+75,4.58659337521536,3.070449635940875,1.513025336014671,0.20026339868741383,Iris-setosa
+76,5.177773249737733,3.433338495371584,1.3930408975682687,0.19937225734107994,Iris-setosa
+77,4.3,3.0,1.1190719638898552,0.1,Iris-setosa
+78,6.673505010560322,2.812213120521172,4.71019716855967,1.4478170507165826,Iris-versicolor
+79,4.7946055981727715,3.0,1.3737435205821893,0.2862496863984518,Iris-setosa
+80,5.010895296448925,3.3615871180450854,1.5984657452724402,0.47732930500802623,Iris-setosa
+81,5.629333245673513,2.96364541194825,3.7266353545515685,1.2584393973398962,Iris-versicolor
+82,6.116239846261787,2.9140213424822483,4.705828662092405,1.39843033498059,Iris-versicolor
+83,4.405214326590245,3.2047799635998686,1.3057942145556765,0.20304195391707328,Iris-setosa
+84,4.525668962800655,3.0,1.433428993850039,0.20463578393935025,Iris-setosa
+85,5.021079670194938,3.623818815649687,1.3848099358526829,0.19974796769480885,Iris-setosa
+86,7.017534076454823,3.0811499378754865,5.092615450119799,2.309813826673896,Iris-virginica
+87,6.299319688020957,3.4071431326068824,5.62859984599743,2.406369357496641,Iris-virginica
+88,6.488080716985293,3.1555194802259603,5.059491323627179,1.9671546636511918,Iris-virginica
+89,5.103043091286688,3.3299541920112063,1.5924720381834894,0.5197131603587404,Iris-setosa
+90,4.587878927033195,3.6583422986640306,1.0000005101757663,0.20370881949699296,Iris-setosa
+91,6.182958583375371,2.2044273841349256,4.500843062520088,1.4902951892979983,Iris-versicolor
+92,6.019490524510298,2.909922395154927,4.523151576817972,1.5184203821721451,Iris-versicolor
+93,5.204964043693277,2.745588668026293,3.955513354144904,1.4233499457007104,Iris-versicolor
+94,6.285769226389633,3.29148918456857,6.067375581495404,2.4999997748375113,Iris-virginica
+95,7.6082745148397475,3.0,6.608252577277221,2.109655433072857,Iris-virginica
+96,4.81549447140639,3.3978961863605774,1.8283550695635498,0.2004473431590794,Iris-setosa
+97,7.9,3.8616571962896855,6.400636986246368,2.0270204976132824,Iris-virginica
+98,6.834011212481221,3.1974200240039203,5.731184822741154,2.2961929273006767,Iris-virginica
+99,5.554503166483463,2.4682770891416905,3.814557722777116,1.0767431941750236,Iris-versicolor
+100,5.408303227189219,3.8622257365586217,1.296934367279925,0.36062582143996397,Iris-setosa
+101,7.702438490306342,3.0,6.087405193700924,2.289546909671653,Iris-virginica
+102,5.9817150643466075,3.4060021573987402,4.449713894018666,1.593075348769885,Iris-versicolor
+103,6.681050525199616,3.0,4.962979765635255,1.6852320096238036,Iris-versicolor
+104,5.168249385513596,2.500388653779768,3.48883818248941,1.1378397956655872,Iris-versicolor
+105,5.786520390971149,2.8024930694610206,5.156271532881042,2.398616504173424,Iris-virginica
+106,4.30000077996755,3.0,1.1048092597418497,0.10000011597730642,Iris-setosa
+107,7.627286386750056,3.0,6.6184109202948855,2.109171259304564,Iris-virginica
+108,4.571680149065939,3.6360479470264107,1.0000003738506758,0.19737745670967544,Iris-setosa
+109,5.619532242376512,2.5015481930291013,3.931351029179592,1.106998494740941,Iris-versicolor
+110,7.631824470605317,3.0,6.617909183017167,2.0752905717601204,Iris-virginica
+111,4.788384405746612,3.403302735238287,1.671526042769078,0.19903721575068772,Iris-setosa
+112,4.82242912331206,3.405806540061107,1.684289341663614,0.20203516203722333,Iris-setosa
+113,4.804818089464176,3.0,1.4157738499514283,0.2988465669275842,Iris-setosa
+114,6.699447836694799,3.059317477644801,4.777407675768888,1.5358241522155387,Iris-versicolor
+115,5.999555431583335,2.7389096804717687,4.997646829374576,1.8622776172861966,Iris-virginica
+116,6.121586861843606,2.788023967117832,4.728226293786628,1.1903535967656074,Iris-versicolor
+117,6.703597938718573,3.126890155730107,4.743104047564032,1.5308391189044177,Iris-versicolor
+118,4.616307316968848,3.220432299358108,1.4177549869306745,0.19826212496790124,Iris-setosa
+119,5.000020636858483,3.0,1.5820419186841257,0.2014664646904077,Iris-setosa

iris/tab_ddpm/6_0/10/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/6_0/10/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tab_ddpm/6_0/10/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/6_0/11/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.092967251192883,3.2916468764442195,1.7285059620795973,0.5245829795755603,Iris-setosa
+1,6.299758713636872,3.291306031487528,5.999504994196089,2.4999997781793253,Iris-virginica
+2,6.286268056025745,3.2924302930539096,6.019885893121293,2.4999997988945863,Iris-virginica
+3,5.682493350171204,2.8846662179493427,4.244110593268266,1.3293621517713725,Iris-versicolor
+4,5.090466865779068,2.480790362075398,2.92068563290755,1.1283470836650584,Iris-versicolor
+5,4.3,3.0,1.1034702408500503,0.10000011011573559,Iris-setosa
+6,4.795082151483567,3.0,1.424503425277316,0.1,Iris-setosa
+7,4.785301185848123,3.0,1.3775309492683916,0.1,Iris-setosa
+8,5.787474517963285,2.702362726421073,5.101417322897731,1.8910746515404027,Iris-virginica
+9,5.5379788193575905,3.0,4.516702898273748,1.4879101995564,Iris-versicolor
+10,7.013660080304597,3.1629493659478074,5.5769028525958175,2.291774053957046,Iris-virginica
+11,6.0264755363905245,2.217429798459944,5.000379196019441,1.5030827149173736,Iris-virginica
+12,7.4712978234386895,3.0,6.4921689987128675,2.0984568988234686,Iris-virginica
+13,5.695111450448359,2.7852663505896276,4.486364360951318,1.2762653164844298,Iris-versicolor
+14,5.120391866293375,3.3098683664138626,1.7308590436960911,0.5299949682099074,Iris-setosa
+15,5.107553244011767,3.8387588547117346,1.7636511880244705,0.1986333177349679,Iris-setosa
+16,7.89999851962918,3.7969763470464675,6.380912267556385,1.985453512550139,Iris-virginica
+17,4.855850455092252,3.0325674234309328,1.462618799745072,0.10000009030329589,Iris-setosa
+18,5.797194163802435,2.6967608327482426,5.104392422767346,1.897094443015941,Iris-virginica
+19,5.855469206098319,3.1867635881815883,4.778115332224867,1.7829225829354456,Iris-versicolor
+20,6.01746150833696,2.918696250248267,4.485877901606999,1.490439981198121,Iris-versicolor
+21,7.701908257360716,2.6187682958701255,6.899998505258635,2.297132342579995,Iris-virginica
+22,6.286491247507277,3.2948982601442944,5.940279162275419,2.4999997256537445,Iris-virginica
+23,7.14682912232355,3.2120486896950617,6.020422381507285,1.829114992800696,Iris-virginica
+24,7.690634659878682,2.6079043172250804,6.9,2.3031833820110714,Iris-virginica
+25,6.535339440839184,3.0,5.846299920147729,2.2187443796839563,Iris-virginica
+26,6.001700393924466,2.2314747295277546,4.089607659127466,1.0709665624704179,Iris-versicolor
+27,7.9,3.842217710696025,6.40158265543456,1.995960055903558,Iris-virginica
+28,4.8084786994821895,3.0,1.4079248944483107,0.1,Iris-setosa
+29,6.632592132752087,3.0,4.531378293027427,1.3967397676772508,Iris-versicolor
+30,5.979008501038266,2.209747057825607,4.016568758457541,0.9765045862203476,Iris-versicolor
+31,6.689234310434189,3.0,5.012672052882763,1.7007923555619668,Iris-versicolor
+32,5.383270711989619,3.9128596346480062,1.2767878362154623,0.36268082528689133,Iris-setosa
+33,5.5411862761427395,3.629706003082719,1.536033604562928,0.3556097979582931,Iris-setosa
+34,5.059384507745682,3.2975377696506025,1.6455927579639642,0.5162398361239474,Iris-setosa
+35,6.475370787728506,3.172583486248984,5.081697577732034,2.0428310100991736,Iris-virginica
+36,6.068225885104612,2.595649164216741,5.589205225508969,1.400795162377972,Iris-virginica
+37,6.091010729742073,2.2091524565731557,4.25430702986215,1.2723991851614718,Iris-versicolor
+38,4.981336125060572,3.6418322638152376,1.4089515462376696,0.202642657710054,Iris-setosa
+39,4.788724130664073,3.3926594698792467,1.6512305556861713,0.20030611666653933,Iris-setosa
+40,5.175067546698279,2.7016716993480383,3.908886299952536,1.402938009830098,Iris-versicolor
+41,6.282711317933541,3.30272131617546,5.989081058542326,2.5,Iris-virginica
+42,5.5984891429088375,2.507065556209507,3.930724559632034,1.1154842272071162,Iris-versicolor
+43,5.013579636653933,3.585134849818599,1.4020863320908794,0.1988641724814567,Iris-setosa
+44,4.885978596616502,3.0580259705608177,1.4961953445156493,0.1,Iris-setosa
+45,5.5176476350635335,2.360725702004918,3.6989966405916923,0.8794462447500506,Iris-versicolor
+46,5.099406092033754,3.786643218078778,1.5709871852937927,0.20725519534174605,Iris-setosa
+47,4.888721352229597,3.1025162490310154,1.4951401903606734,0.1,Iris-setosa
+48,4.803856731391995,3.4048279643243506,1.7679765220678925,0.20076979855807425,Iris-setosa
+49,4.983732022523119,2.0,3.36201847134852,0.8865961032640968,Iris-versicolor
+50,6.002413527080353,3.397061718066154,4.513507114635287,1.6019761306359817,Iris-versicolor
+51,5.635004011874394,2.9108798646726735,3.862996880908507,1.3347176185804586,Iris-versicolor
+52,6.874623206487918,3.099902895740162,5.081107000294396,2.2909679837221395,Iris-virginica
+53,6.07394789953188,2.77583502276002,4.668477642943943,1.1779493509644607,Iris-versicolor
+54,6.2728322555501,3.2972871606888208,6.012102706463194,2.5,Iris-virginica
+55,6.695682414097724,2.501508767519624,5.8356031480781185,1.8123764680750545,Iris-virginica
+56,6.03542704635951,3.392880174002501,4.537690731989644,1.6037071634925375,Iris-versicolor
+57,4.3,3.0,1.095478456027557,0.1,Iris-setosa
+58,4.808720121936742,3.408832293860736,1.9118473614192928,0.19709528254973532,Iris-setosa
+59,7.613307802165754,3.0,6.596713855072396,2.0934851736146296,Iris-virginica
+60,6.289388589085736,3.3021472895693385,4.683559522069265,1.5987421705111173,Iris-versicolor
+61,6.201784752988535,2.2082025843768656,4.4964471345115795,1.4864929911558473,Iris-versicolor
+62,7.003787357279679,3.0890661437630196,5.078005881302577,2.306032146409096,Iris-virginica
+63,4.805101014567975,3.3954982761516197,1.720801687396673,0.19452769858085606,Iris-setosa
+64,6.9319013444973265,3.1968327148249074,5.720069551123002,2.306974954602129,Iris-virginica
+65,6.166866619260197,2.604080978656856,5.596539865376631,1.463360222790758,Iris-virginica
+66,6.709912110465091,3.0,5.010739770447346,1.712323914770842,Iris-versicolor
+67,6.484738368386385,3.2015312363590867,5.096184637352402,2.03019085640462,Iris-virginica
+68,5.009092468632449,3.404507780197351,1.6778129583197166,0.420670766553104,Iris-setosa
+69,6.075378030972349,2.5962345513738416,5.605814565478026,1.3809591382180344,Iris-virginica
+70,6.305153929696387,2.4744802707300533,4.995405471052529,1.9012551344855009,Iris-virginica
+71,6.297949834528503,2.4913035681909856,4.981122725016695,1.8609728079168357,Iris-virginica
+72,4.395176259149532,3.1860268384345245,1.2837813104767788,0.20136646150679574,Iris-setosa
+73,7.899998888676934,3.83662373372299,6.396976165121227,1.9947493475477616,Iris-virginica
+74,5.914953723642726,2.826432475778191,4.626657911967919,1.306279532047249,Iris-versicolor
+75,5.803897968178917,2.77730014630184,5.08661836743156,2.4038822059058655,Iris-virginica
+76,5.402918207622925,3.903050112242827,1.278470815508178,0.4667507115793478,Iris-setosa
+77,5.595686506616103,2.902153559335989,3.6049250586161814,1.2878894855942575,Iris-versicolor
+78,6.6739817349658095,3.0,4.993864298013143,1.7037332320692649,Iris-versicolor
+79,5.782046472072903,2.69888068273902,5.087942364760144,1.8897159558980539,Iris-virginica
+80,5.095561174381176,3.286443268370834,1.6547296986258395,0.5064654451487458,Iris-setosa
+81,6.611942106030714,3.155940913993436,4.746993799793471,1.5415464027329147,Iris-versicolor
+82,5.645374852546595,2.7874582390623175,4.332320007404131,1.3410530228920718,Iris-versicolor
+83,5.742223643101241,2.741666534197779,4.346265390016356,1.1606013802305122,Iris-versicolor
+84,5.794058619994874,2.702609859336529,5.1084073975728215,1.913988993085409,Iris-virginica
+85,4.595025617988742,3.2120885066141542,1.3800629615972146,0.19574924557884515,Iris-setosa
+86,5.995704892307135,2.216502554132426,4.998056512426384,1.4958266670362437,Iris-virginica
+87,4.3,3.0,1.0997650665260177,0.1,Iris-setosa
+88,6.067361979372952,2.3155924854087955,4.9868298096535355,1.5827252127952305,Iris-virginica
+89,5.8930733409597025,3.2035361159589164,4.812142087611868,1.7762452874854102,Iris-versicolor
+90,5.509422164742015,4.2,1.4025045232694664,0.20790788962463622,Iris-setosa
+91,5.699072760817652,2.9794413115071543,4.233841210383448,1.222981364397735,Iris-versicolor
+92,4.757722701503655,3.396344864811065,1.9440500413436386,0.19993764941633374,Iris-setosa
+93,4.592929327579338,3.60666584705584,1.0000004054913034,0.19877374979544699,Iris-setosa
+94,4.598383018150881,3.6211640457493273,1.0,0.1943750902748113,Iris-setosa
+95,6.3285674016089875,3.2942858048838155,6.0379326012471335,2.4999997308611928,Iris-virginica
+96,5.004078926171418,3.385606475876111,1.630957019958724,0.4601020805293463,Iris-setosa
+97,6.2646617847330255,2.4352396209634786,4.996948649960356,1.8425903757919235,Iris-virginica
+98,5.098633749386754,3.28509047371146,1.5998995374816278,0.3962248291358352,Iris-setosa
+99,5.795840791025737,2.812894901094633,5.167279669252739,2.4035987693123237,Iris-virginica
+100,6.679836459767613,3.0,4.985260156443547,1.6742991857454186,Iris-versicolor
+101,5.610276851800949,2.8952720920255186,3.6667728363238408,1.2789647300169653,Iris-versicolor
+102,5.131230758963712,2.6455888359391952,3.837864412783661,1.381357165234466,Iris-versicolor
+103,5.81170027899867,2.693446463504512,5.141039442493025,1.8708114149355521,Iris-virginica
+104,5.562326441469211,2.5453503963670454,3.889830859179281,1.1822774714351363,Iris-versicolor
+105,4.781991141182269,3.0,1.4035231418728569,0.27952930644839113,Iris-setosa
+106,5.710711226391164,3.0,4.229880882655986,1.232270473895261,Iris-versicolor
+107,5.678009081677064,3.0,4.162846525574036,1.2684336658125412,Iris-versicolor
+108,6.728869402856656,2.5032811201733285,5.875862620698785,1.8160136361767765,Iris-virginica
+109,6.803884932031242,2.787247786506295,4.794012709048811,1.397851826026498,Iris-versicolor
+110,5.806567887096612,2.798558287530445,5.13494379747541,2.385432842288594,Iris-virginica
+111,6.719912419814338,2.91257628748645,4.677453027095163,1.4179528242594515,Iris-versicolor
+112,6.050508307619854,2.91266592746862,4.608436423495348,1.4519469772083644,Iris-versicolor
+113,7.899998992545218,3.766248576038095,6.394071983852219,2.0407813498059855,Iris-virginica
+114,4.587901538987954,3.651064238067452,1.0,0.20056952123059985,Iris-setosa
+115,7.700172887100329,2.609195595111595,6.9,2.3068014188450494,Iris-virginica
+116,5.342359990045778,3.3868072559911284,1.5096838382992508,0.44553109568643345,Iris-setosa
+117,6.0081494310800165,2.2033334948693097,5.013653522997341,1.5025702475226697,Iris-virginica
+118,6.274092964032674,2.6302518751941526,4.927375109472068,1.8293911360486512,Iris-virginica
+119,7.9,3.836436648660466,6.388049981071188,2.0285513275652636,Iris-virginica

iris/tab_ddpm/6_0/11/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/6_0/11/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tab_ddpm/6_0/11/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/6_0/12/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.4397110616878,3.1786172914224675,5.279438050821483,2.2966796114192354,Iris-virginica
+1,6.618623733706222,3.0,4.423909180531694,1.3902186541721,Iris-versicolor
+2,4.578768820514838,3.636559494217922,1.0,0.19499589899988845,Iris-setosa
+3,5.096210642725598,3.2980281073558215,1.809606096098365,0.5300283192630937,Iris-setosa
+4,7.702316032770568,2.6321848087968975,6.899998443073738,2.2930040519426784,Iris-virginica
+5,5.9812139400617355,2.852179956081064,4.624720615554523,1.3230330939151302,Iris-versicolor
+6,5.809591322398801,3.126269725838222,4.699524532767377,1.6858393798137434,Iris-versicolor
+7,5.770711476897358,2.686306646551573,4.090139627200787,0.9337222679753322,Iris-versicolor
+8,6.457667259006512,3.1690850663147274,5.105509462728396,2.0245222279950923,Iris-virginica
+9,4.888639207741791,3.0676283517422602,1.47208872589087,0.1,Iris-setosa
+10,4.7983207672033235,3.3989348368747176,1.7633490477866895,0.20076513390700176,Iris-setosa
+11,5.366181672280661,3.8768953593983015,1.3016282913279935,0.4239283584078556,Iris-setosa
+12,7.611819033410291,3.0,6.618483733733078,2.1264768168368096,Iris-virginica
+13,5.783506777644372,2.662698169243712,4.096406534909933,1.0759038023105238,Iris-versicolor
+14,5.417744630934683,3.0,4.4914531578128045,1.489445314113233,Iris-versicolor
+15,5.812992614326548,2.6822287995429392,4.086355491343577,0.9700572668645062,Iris-versicolor
+16,5.917542011077776,3.198894868738256,4.81111179202873,1.7927912791644804,Iris-versicolor
+17,4.3,3.0,1.1000112230340413,0.1,Iris-setosa
+18,5.091609264162458,3.761724367471614,1.5966599163432516,0.1966868427130644,Iris-setosa
+19,4.589901604736943,3.6422460410749977,1.0,0.193053223622226,Iris-setosa
+20,6.793965358234079,3.1961465206040978,5.864457733913453,2.2895059743847628,Iris-virginica
+21,6.105623745887034,2.91817035968197,4.6952036869931515,1.4265046676988145,Iris-versicolor
+22,6.226508259436186,2.3617896952710264,5.00792413848346,1.784810183872517,Iris-virginica
+23,4.811021962039154,3.0,1.4045883228003866,0.1,Iris-setosa
+24,6.255259282094234,3.2940709547195075,5.9349685608884855,2.499999695186172,Iris-virginica
+25,4.845734310307855,3.0,1.4290248492114228,0.10000011904387997,Iris-setosa
+26,4.401755394981747,3.201476100267282,1.2968574347366355,0.19872059886435572,Iris-setosa
+27,6.597935755445692,3.0,4.417178106502533,1.4002010110368344,Iris-versicolor
+28,5.390416974372077,3.900474631479737,1.3036264611395312,0.3809532105548038,Iris-setosa
+29,5.776367872171051,2.785596094466019,4.2992336410358165,1.174634852464735,Iris-versicolor
+30,5.810923751980986,2.823702875724837,5.099670218850933,2.4041102965217442,Iris-virginica
+31,6.660163097033428,2.487783433824052,5.792241746412439,1.8098688116929962,Iris-virginica
+32,5.684716808318876,3.0,4.199142819798091,1.2263352607920341,Iris-versicolor
+33,4.805366717252096,3.0,1.3920691597577073,0.3075395332113998,Iris-setosa
+34,4.652101235207271,3.2129127964236384,1.3852494375085134,0.20175552922468215,Iris-setosa
+35,4.3000005584661345,3.0,1.1089350210995212,0.1,Iris-setosa
+36,6.1919986566930625,3.3937658279438327,5.369742160786272,2.261299541455181,Iris-virginica
+37,6.141685757176365,2.8640460594528845,4.550042976916397,1.4654262761991312,Iris-versicolor
+38,6.19861633260692,3.3945107699415944,5.507982825284107,2.3053375105401614,Iris-virginica
+39,5.167379521686886,3.4091215630239518,1.3931343280930484,0.1996036083697018,Iris-setosa
+40,6.0347807428520275,2.8959925669872644,4.553725798139824,1.4903867912944617,Iris-versicolor
+41,5.37142248489392,3.395266749051674,1.51384878065968,0.4318172706065361,Iris-setosa
+42,5.69091600307368,3.0,4.215110856472187,1.238768637150003,Iris-versicolor
+43,5.344042334690268,3.0,4.44783149459311,1.4983655399001579,Iris-versicolor
+44,6.517300330439044,2.7991757252099867,4.556895591222602,1.519352196889174,Iris-versicolor
+45,5.095621619008444,2.468268790687391,2.835367268437557,1.0852339166163723,Iris-versicolor
+46,6.585031246278865,3.0,4.423916796601795,1.4082914172129273,Iris-versicolor
+47,5.489320100562592,2.4071515170383613,3.7317668159609383,0.9628818125999627,Iris-versicolor
+48,5.916014225411886,2.8077617036796347,4.629762475560893,1.2535731603466103,Iris-versicolor
+49,5.026597139956097,3.777323776511311,1.5654860093488212,0.19668019824139787,Iris-setosa
+50,5.157284832426615,2.5980273048472373,3.6213822029921583,1.2579923989945903,Iris-versicolor
+51,4.887243438955703,3.0,1.4787250158720986,0.2364973942940457,Iris-setosa
+52,7.679141990177436,2.5999625297234057,6.899998940819779,2.3010767102514946,Iris-virginica
+53,4.790031229491579,3.39979751668589,1.7681302094882663,0.19653474723250142,Iris-setosa
+54,6.074561444355659,2.602723281898483,5.608724178537763,1.3702164624749125,Iris-virginica
+55,5.0233581033426,2.000000605292532,3.6036922207358226,1.0023271553613604,Iris-versicolor
+56,7.601359633573081,3.0,6.591976321010041,2.080320284027594,Iris-virginica
+57,5.687805930644814,3.0,4.19802621142773,1.2041581153156231,Iris-versicolor
+58,6.2887473297077685,3.405556053074754,5.610232204606431,2.3985902403847934,Iris-virginica
+59,7.6985239065018805,2.592117317774615,6.9,2.2824146920893678,Iris-virginica
+60,4.918814030039887,3.113691712275707,1.4996124968249613,0.1,Iris-setosa
+61,5.238300133403488,2.4728420433101332,3.4391647120370097,1.0825899807318569,Iris-versicolor
+62,6.5217349876695545,2.815308196956465,4.5844197296766245,1.4850915227668506,Iris-versicolor
+63,5.4789830682390175,3.0,4.537039826692068,1.501148031853842,Iris-versicolor
+64,4.798437065585951,3.3999669199479854,1.757281110255723,0.20046494114176822,Iris-setosa
+65,4.608329716478427,3.5669247767796968,1.0,0.20127712921411575,Iris-setosa
+66,6.435739275050979,2.786643120157548,4.591670794704083,1.4767594696920088,Iris-versicolor
+67,5.036667791528421,3.6012832369650867,1.3981296601346536,0.20101167138697726,Iris-setosa
+68,6.064100329242918,2.788622181239575,4.688885131507526,1.228277773072242,Iris-versicolor
+69,5.524402043569516,3.0,4.517736585378122,1.5068751776109153,Iris-versicolor
+70,7.6212790152958645,3.0,6.597042536235845,2.1284484993276105,Iris-virginica
+71,5.47160924534125,4.1999991582167135,1.3896154344842626,0.2099500062908883,Iris-setosa
+72,5.395138735742535,3.886971548109428,1.2908807606114516,0.3583517577567471,Iris-setosa
+73,5.016486727676379,2.0000007952649828,3.565908785375301,1.0210580366839594,Iris-versicolor
+74,5.488301975741419,3.462868528050433,1.510495142932509,0.3801816153493728,Iris-setosa
+75,6.106956732103455,2.8790561147670015,4.710002255614397,1.3416193620338897,Iris-versicolor
+76,4.977567629924898,2.0000005345722,3.3487124568325446,0.9734683640621471,Iris-versicolor
+77,7.717614783313956,2.604875271552323,6.899999006861497,2.3131466989665137,Iris-virginica
+78,5.796622994245638,2.794242628447889,5.111574990503706,2.3767327123376325,Iris-virginica
+79,5.400197105287477,3.0,4.474267704707217,1.5022669029661717,Iris-versicolor
+80,6.796364324215121,2.8111932249428127,4.8040085344633985,1.4083628905763512,Iris-versicolor
+81,5.617406585912014,2.510492115094161,3.8384648556516834,1.0684221038525092,Iris-versicolor
+82,5.161334375822191,2.5174313552724534,3.3821711312842253,1.1829883932737286,Iris-versicolor
+83,5.787152206775058,2.707793670692088,4.103831799088556,1.0072551485609846,Iris-versicolor
+84,4.9347414282717175,3.0,1.5501658128376272,0.22874874775400722,Iris-setosa
+85,4.3,3.0,1.0963234201855905,0.1,Iris-setosa
+86,5.6164512061787955,3.0,4.511035794918904,1.5022497513345154,Iris-versicolor
+87,6.0170424877786415,2.211569756452174,4.007408688677201,1.0310890551380127,Iris-versicolor
+88,4.616747482185702,3.1858532978978853,1.3941546102662286,0.2013725984078665,Iris-setosa
+89,6.4097335863446325,3.202312922424064,5.160304668186051,2.155988496415259,Iris-virginica
+90,6.474246930043763,3.1732505040515204,5.237182532736131,2.2730554419488724,Iris-virginica
+91,5.902924851456929,3.202323692877791,4.7838700830382646,1.8024953648105002,Iris-versicolor
+92,5.689845011531195,2.784258165981349,4.49990341065249,1.2640371261636658,Iris-versicolor
+93,5.207160664746608,2.621177321664847,3.7860928461131618,1.3665416248199687,Iris-versicolor
+94,7.70977403155233,2.7978371612857544,6.70163087899735,1.9904749016530412,Iris-virginica
+95,6.873415189357528,3.1062405274718667,5.119670999382695,2.286189543439093,Iris-virginica
+96,6.710617015194008,3.0,4.9254530368683564,1.6349565313567245,Iris-versicolor
+97,6.3039252557643914,3.3919255281113605,5.6045159808724785,2.398183739714606,Iris-virginica
+98,4.3936021527273095,2.893595018002199,1.3843635163285615,0.196981708676198,Iris-setosa
+99,5.960790147235283,2.1783056849921185,4.977468829710177,1.4656050491469361,Iris-virginica
+100,7.153885893369137,3.1955729770864068,6.0142149382052565,1.8205243933014268,Iris-virginica
+101,4.625954987261791,3.1470618705900684,1.429122514906836,0.19887662865945974,Iris-setosa
+102,5.807142204642861,2.7794797050464712,5.163135108386497,2.3952516368241383,Iris-virginica
+103,5.125838890742714,3.470974835471543,1.401594796785352,0.20040989671952902,Iris-setosa
+104,5.3546447217651885,2.5232592094285615,3.856458109916506,1.3111314669415715,Iris-versicolor
+105,5.376698929046963,3.8395225798805166,1.3296487575189513,0.2681406267010799,Iris-setosa
+106,6.904907783464775,3.083079468092399,5.1028309923930415,2.295760653898025,Iris-virginica
+107,5.914008798104383,3.2590750258353633,4.6875612301520295,1.6694636872846897,Iris-versicolor
+108,7.69954501655936,2.828496268355874,6.693754133738784,2.029864449778385,Iris-virginica
+109,6.01190240728836,2.1950578575905166,3.9929086247316787,1.0164016198115196,Iris-versicolor
+110,6.268235282659622,3.295061099368155,5.953485067716747,2.499999816645163,Iris-virginica
+111,4.300000758705966,3.0,1.1018729847262447,0.10000009981908353,Iris-setosa
+112,5.770304523973083,2.8046794938476713,5.112064909314541,2.409004228218642,Iris-virginica
+113,5.014583041861351,3.0,1.5966873816032823,0.19339675140589982,Iris-setosa
+114,4.4203498514673,3.2067083079839556,1.3228720798017812,0.1966764048636363,Iris-setosa
+115,5.0008061241443595,3.600200984382302,1.3914962046783281,0.19881033235300613,Iris-setosa
+116,7.692616082460217,2.7873285522875966,6.703342126057621,1.9857034662582917,Iris-virginica
+117,6.682337870594457,2.50443308628448,5.780701247628403,1.8007950655657916,Iris-virginica
+118,6.073053494966693,2.762285551921125,4.647801439293278,1.1523436895419623,Iris-versicolor
+119,6.286086877663827,3.321416140354476,4.682666198818649,1.5992624176923322,Iris-versicolor

iris/tab_ddpm/6_0/12/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/6_0/12/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tab_ddpm/6_0/12/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/6_0/13/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.805127415108047,2.684040228236108,5.0837722551584035,1.8816541150493544,Iris-virginica
+1,4.997135220298274,2.0000004948412755,3.444883742219034,0.8359098346743485,Iris-versicolor
+2,4.570519929506698,3.0,1.4856921872584925,0.20102200334674789,Iris-setosa
+3,5.794543244389391,2.7001410162630566,5.096658814389356,1.8913912424683899,Iris-virginica
+4,6.0097579898245534,2.1970376584029454,5.024242813543118,1.5396582688377862,Iris-virginica
+5,5.00778647724225,2.000000534219727,3.5013617310968232,0.9534572041949152,Iris-versicolor
+6,5.642831243073291,2.970882131617992,3.90828464340934,1.2798846494037324,Iris-versicolor
+7,5.474330325789607,3.8696302274474546,1.3437890473424268,0.4002493117260765,Iris-setosa
+8,4.805468604009864,3.0,1.3896652980638216,0.273270204554555,Iris-setosa
+9,6.011446952238721,2.2079338000393447,5.016519895752358,1.486513956686157,Iris-virginica
+10,7.197087145147251,3.172223620221015,6.033468074714369,1.794009840480111,Iris-virginica
+11,4.3000005567917485,3.0,1.1024813525120025,0.10000010001098307,Iris-setosa
+12,7.148117339057185,3.1957738319194235,6.015684562475065,1.7832297381609687,Iris-virginica
+13,4.794949882314854,3.400961591300721,1.6052392718037138,0.19923147491901833,Iris-setosa
+14,6.498934442467154,2.791895681972429,4.5991030148779695,1.4846678455546984,Iris-versicolor
+15,6.050392054124238,2.778935524132411,4.643536095420807,1.15775102891326,Iris-versicolor
+16,5.79860030822595,2.7220706801387005,5.09519302281171,2.036630232693333,Iris-virginica
+17,6.184674356499553,2.8004815443478375,4.771362715939298,1.7860183523163995,Iris-virginica
+18,4.300000468958372,3.0,1.0985023676798944,0.10000010309289169,Iris-setosa
+19,7.69501275236526,2.607415302905364,6.899998631820074,2.2779756688764707,Iris-virginica
+20,6.2976409009221985,3.40271170639473,5.5682212987335395,2.3939462547988644,Iris-virginica
+21,5.1990376871332025,3.4024451119858887,1.3896257051682357,0.1990604475668421,Iris-setosa
+22,4.798410498548115,3.0,1.4046932404114079,0.1,Iris-setosa
+23,6.671524940149554,3.1461361777227945,4.730704275752722,1.5108581914252839,Iris-versicolor
+24,6.23388662598425,2.2268949199488572,4.47644775284211,1.4979836608539039,Iris-versicolor
+25,5.100644975965295,3.3007851050675665,1.6726209400483534,0.5147280949775205,Iris-setosa
+26,6.767384351628151,3.1818696497102317,5.734174571414749,2.296495856498523,Iris-virginica
+27,5.015138233398349,2.0,3.2859190041043544,1.0308760959701477,Iris-versicolor
+28,5.80445263634412,2.6999287380166703,5.090004578308515,1.9100839422196472,Iris-virginica
+29,7.736587574986989,2.5980308548350255,6.9,2.3053669594964044,Iris-virginica
+30,6.179467354320668,2.780210603200577,4.8191969711292275,1.8133399235504912,Iris-virginica
+31,5.37169249997592,3.9302269722681604,1.3045921882881328,0.4396203395857622,Iris-setosa
+32,6.702469879801563,3.0,5.002666984419632,1.7164902500559749,Iris-versicolor
+33,7.713425527441512,2.606423023112105,6.899998739936766,2.2844962789845793,Iris-virginica
+34,6.179650165218238,3.4032042682716797,5.398023597134028,2.306144147489219,Iris-virginica
+35,4.7596534375111546,3.0,1.3935722739253376,0.27753597399620106,Iris-setosa
+36,4.90987000735244,3.1145926369888777,1.5046916422108665,0.1,Iris-setosa
+37,6.482195581142803,3.1750464587615084,5.0968883957551565,1.9668699958502434,Iris-virginica
+38,6.020354213079307,3.390900931858356,4.514310550109144,1.6061867273600545,Iris-versicolor
+39,5.799267421313289,2.707457698959616,5.09332722797712,1.8959381982008023,Iris-virginica
+40,4.4837209430126865,3.1928519527922714,1.3471977833658175,0.1972281344517308,Iris-setosa
+41,5.0861336634776615,3.752538407034937,1.5544620326634688,0.20253181983875831,Iris-setosa
+42,4.802573711678321,3.0,1.406049714594531,0.2818277757296798,Iris-setosa
+43,6.114605883107122,2.609942464997645,5.626553241130481,1.4034137784854808,Iris-virginica
+44,4.3,3.0,1.0947060284901218,0.1,Iris-setosa
+45,4.300000758077869,3.0,1.1011729284555303,0.10000014423868119,Iris-setosa
+46,6.120713459784452,2.5961940365607434,5.6196922385191215,1.4123655480566641,Iris-virginica
+47,5.159531427843553,3.409416779420309,1.391207787713778,0.2008412909809986,Iris-setosa
+48,6.2171157176051794,3.397294970727473,5.406407708726405,2.303482210101626,Iris-virginica
+49,4.774339571472855,3.402754702118275,1.665261516360739,0.2000134429439062,Iris-setosa
+50,5.494439576958773,4.2,1.402580445903579,0.20781103993349703,Iris-setosa
+51,6.191009983798512,3.400105906222191,5.403675125325749,2.2816121178555484,Iris-virginica
+52,4.974275285733443,2.0,3.58695653233289,0.9533511906987618,Iris-versicolor
+53,5.698259172573726,3.796444863305932,1.9099887195410772,0.3104191460186604,Iris-setosa
+54,6.306772432972029,2.6802438782285125,4.928771989330668,1.8159024485046136,Iris-virginica
+55,6.310604126110909,3.3059645752128564,5.93796674166194,2.4999997925900113,Iris-virginica
+56,5.7982707877185415,2.869526725095417,4.424477543154049,1.3899719732722535,Iris-versicolor
+57,7.688958420449473,2.5843600499197352,6.9,2.3002819878425247,Iris-virginica
+58,7.196183606333124,3.2060672972472224,5.9479186426077515,1.8035992811767494,Iris-virginica
+59,4.300000583311343,3.0,1.1066928833394665,0.10000009343097008,Iris-setosa
+60,5.797933050668717,2.6972632671303094,5.11188914536552,1.892004882959769,Iris-virginica
+61,6.292436226632278,3.311853819800118,6.014863783550244,2.5,Iris-virginica
+62,6.483365238769523,3.0,5.785258150764338,2.2026302468936496,Iris-virginica
+63,4.996252525999059,3.6143085895851867,1.406959802334168,0.20028832178239783,Iris-setosa
+64,7.679544453723903,2.783961323912961,6.689451147791473,1.9778251367680846,Iris-virginica
+65,5.121673791646497,3.804902444021439,1.636377379314147,0.20075768656425658,Iris-setosa
+66,6.844522479863815,3.190001125047597,5.794860425970572,2.3095297476711045,Iris-virginica
+67,4.39597030205514,2.901828210257534,1.389839146313965,0.19122523006309644,Iris-setosa
+68,5.514678622954861,4.2,1.4078053118888687,0.2111418453160369,Iris-setosa
+69,5.733317649653161,2.862576408194118,4.384373948093934,1.3676183991738202,Iris-versicolor
+70,4.606206441595767,3.207218387215412,1.4021952014490409,0.20239121332847165,Iris-setosa
+71,5.803537278344974,2.703865021204237,5.091940309182124,1.8944682609337247,Iris-virginica
+72,4.620664294516949,3.2159884494374493,1.4232413778529753,0.1970974004752979,Iris-setosa
+73,6.059505361563254,2.9140463236478302,4.615206518736807,1.4322269765903752,Iris-versicolor
+74,4.782434943714971,3.0,1.3708885057446576,0.1000001016857795,Iris-setosa
+75,7.633887496954699,3.0,6.442206343315921,2.147224958432753,Iris-virginica
+76,4.390023750015515,3.1922516335095183,1.2932132921153436,0.20043181032588495,Iris-setosa
+77,4.4051018804339535,2.9217666602589922,1.4049956649632063,0.2045150206939269,Iris-setosa
+78,6.520182902666398,2.7966856468770818,4.626261281338794,1.4963525868019276,Iris-versicolor
+79,6.2260743888283985,3.409389651802111,5.4043109089347405,2.304336148730479,Iris-virginica
+80,6.300999783666554,2.58050122980653,5.048846332187273,1.7701218732111053,Iris-virginica
+81,4.991943346506786,3.0,1.6192561015882645,0.19739750111032117,Iris-setosa
+82,4.792766204975977,3.0,1.396504134169226,0.27773322383072613,Iris-setosa
+83,5.136864017100838,2.4983540882742714,3.3411527997929182,1.1362260165343678,Iris-versicolor
+84,6.909833137920446,3.189948691115124,5.579261944798539,2.3017166897357417,Iris-virginica
+85,6.920885417978935,3.088099970412846,5.119890710078696,2.303005781838979,Iris-virginica
+86,4.596606076910206,3.195574321911052,1.404796330773817,0.19642598410082956,Iris-setosa
+87,7.17803200431606,3.2099443390158995,6.006429689571494,1.7983156032002976,Iris-virginica
+88,7.688149156354781,2.58084585930052,6.9,2.3140124166133433,Iris-virginica
+89,5.811579921149072,2.7989148795731364,5.1200163160937375,2.406711461555285,Iris-virginica
+90,6.120211293663499,2.8294880635506723,4.73006436650406,1.2502195016112299,Iris-versicolor
+91,6.2632918105565025,2.7458233122935773,4.8912265504702495,1.7851171714821377,Iris-virginica
+92,7.664011970002405,2.619869081355125,6.899998536901031,2.2915473100951873,Iris-virginica
+93,5.824673921694785,2.72694483876638,5.087220229477845,1.9865429829716177,Iris-virginica
+94,5.91985040310196,2.842073155654813,4.4962727548446395,1.2497768709806585,Iris-versicolor
+95,7.724652295705068,2.6032556353951652,6.9,2.3048666724412232,Iris-virginica
+96,7.717471214536381,2.6073820301839015,6.9,2.3149577354525483,Iris-virginica
+97,6.7163052926884355,2.516084193004669,5.835341977720871,1.8185968714745648,Iris-virginica
+98,5.124004177414177,2.566717889101435,3.5943462383373705,1.257583779905773,Iris-versicolor
+99,7.733516511971942,2.6330496359915667,6.9,2.2972548536410304,Iris-virginica
+100,6.3168362447153035,3.313350814936494,6.023102042380951,2.5,Iris-virginica
+101,6.003632907200314,3.3999799746187866,4.520176375759904,1.5979602078704254,Iris-versicolor
+102,7.695955871378348,3.0,6.142664261771986,2.2769804931474136,Iris-virginica
+103,5.985155381061951,3.4044968679953627,4.490275950633192,1.6023502222163346,Iris-versicolor
+104,7.61332519207316,3.0,6.572594867689954,2.1033323229267005,Iris-virginica
+105,4.3,3.0,1.0931989142398437,0.10000010149613091,Iris-setosa
+106,6.915672089923835,3.2107703759766166,5.709433600230994,2.296343971803728,Iris-virginica
+107,5.267067834552442,2.607506774541997,3.8662719868225373,1.373423674845539,Iris-versicolor
+108,7.720491617669504,2.782960229905158,6.722062749086137,2.0144183586404334,Iris-virginica
+109,6.006021989859674,2.90528385270222,4.459413433809206,1.5180653146656842,Iris-versicolor
+110,5.776594604379092,2.80062804513695,5.1662808757802035,2.413398931415429,Iris-virginica
+111,6.248026058897161,2.770619007394425,4.846822909631057,1.8147769993979814,Iris-virginica
+112,5.625416890903784,2.920915317008559,3.688786084631003,1.3085269763922576,Iris-versicolor
+113,5.6989450270297475,2.865537893552267,4.046714987429984,1.1276261310584719,Iris-versicolor
+114,5.68662512012779,3.0,4.530610945348345,1.5009055347044304,Iris-versicolor
+115,5.07861806257892,3.552012777899833,1.40077409180521,0.20393626414387417,Iris-setosa
+116,4.824270089730345,3.4033203256938624,1.9557326942616429,0.20001451876327517,Iris-setosa
+117,7.693728998297225,2.601460508339425,6.9,2.247819937489144,Iris-virginica
+118,6.067444735946172,2.9099048077698715,4.675260679001893,1.422714703000178,Iris-versicolor
+119,7.272113637441864,3.1858180686868574,6.005067616344799,1.7968501857113628,Iris-virginica

iris/tab_ddpm/6_0/13/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/6_0/13/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tab_ddpm/6_0/13/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/6_0/14/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.527016032519615,2.428091903739585,3.7329698555375312,1.0109759999083885,Iris-versicolor
+1,6.0869226072709415,2.7974118021121157,4.69331442968819,1.1899967252332884,Iris-versicolor
+2,5.946243025869469,2.780672518577477,4.614574602008381,1.194867843793453,Iris-versicolor
+3,4.979139373123267,2.0,3.1005129131936036,0.9546821979423681,Iris-versicolor
+4,5.57724753744309,2.8819465541564138,3.215411629642854,1.2981374459184039,Iris-versicolor
+5,4.589137728536379,3.6115518623616016,1.0,0.2005588533256936,Iris-setosa
+6,7.002359470040563,3.2038480072705178,5.932195355641531,1.949795496978209,Iris-virginica
+7,6.120025243444586,2.601127543965834,5.579505751373476,1.4178298615744578,Iris-virginica
+8,4.584695203956727,3.1145521648870993,1.4746004719750312,0.19721578070653428,Iris-setosa
+9,5.066819906150868,3.5313861825027564,1.3953910583021663,0.20102505587050365,Iris-setosa
+10,7.610719325121659,3.0,6.604126207241806,2.111012194217965,Iris-virginica
+11,6.301453941246518,2.70770503279775,4.907128038158805,1.7844434197101269,Iris-virginica
+12,5.692333965675207,3.0,4.162687363326585,1.1799790668947032,Iris-versicolor
+13,4.994777140145408,3.0,1.6180677965112138,0.20170158652181255,Iris-setosa
+14,5.008786707537645,2.0000006390388023,3.5641622658966465,0.8967133623261467,Iris-versicolor
+15,4.3,3.0,1.0965671721167163,0.1,Iris-setosa
+16,7.608900799386278,3.0,6.590501313913572,2.0942084661889675,Iris-virginica
+17,4.98968190687073,2.0000005917189845,3.216369474395944,0.9202429384965001,Iris-versicolor
+18,6.500467170524528,3.204739493801297,5.081335505664063,2.0345891897945885,Iris-virginica
+19,6.804976388127698,3.201322427881168,5.904297338743681,2.2891503414860757,Iris-virginica
+20,6.2109746744502425,3.4016082403836423,5.397990662348842,2.2925779722618693,Iris-virginica
+21,4.950770290663413,2.0,3.1961200214603904,0.9235262104603925,Iris-versicolor
+22,6.107204808697861,2.82100138189951,4.714183776086546,1.233752213803473,Iris-versicolor
+23,6.735196918205849,3.111730738650583,4.723902745157914,1.5152455875121815,Iris-versicolor
+24,5.407199544399658,3.4054425767562657,1.5158778912750441,0.43462172048683934,Iris-setosa
+25,6.179938521086484,2.2163791789962524,4.476493580255798,1.4729246554594886,Iris-versicolor
+26,6.407201156188163,3.1848944821062637,5.287204142450783,2.302913766040278,Iris-virginica
+27,6.025549747639536,2.909783020481242,4.619078751421306,1.4450416655650846,Iris-versicolor
+28,6.7882439893104,3.1965220028883166,5.935114860775403,2.279805598177788,Iris-virginica
+29,6.111970152266414,2.8275491658708805,4.709159439418969,1.2453213830992038,Iris-versicolor
+30,6.582591195740233,3.0462474978264957,5.758255956316126,2.2495543252063643,Iris-virginica
+31,6.732436457012969,2.5084380633268926,5.8711771742413905,1.8214193493396595,Iris-virginica
+32,6.291883875789111,2.5025603874212328,5.00924806287676,1.8859488697558071,Iris-virginica
+33,6.308053858873076,2.728569479472987,4.824143226764863,1.807298051544785,Iris-virginica
+34,4.3,3.0,1.094015990980631,0.1,Iris-setosa
+35,6.00764174022962,2.1871208905244224,3.9735835936592734,1.0022061473454342,Iris-versicolor
+36,6.321097968961254,3.296059903394928,4.700868014617871,1.6021797678400977,Iris-versicolor
+37,6.523355559650832,2.811385765664069,4.620685780463757,1.522512457265276,Iris-versicolor
+38,6.8455037007025235,3.2092963441353386,5.752229783695463,2.304797226929662,Iris-virginica
+39,6.802622704858083,3.100298804686066,5.123562870053227,2.3059007520818118,Iris-virginica
+40,4.650291075566975,3.1576087888959035,1.4519733454698303,0.19811297638130348,Iris-setosa
+41,6.303485714552519,3.2956252993577095,6.0420863206644455,2.499999748493694,Iris-virginica
+42,4.767580532718284,3.3947130637819107,2.09947884028072,0.19811896510299742,Iris-setosa
+43,5.977445586752633,2.212383648452787,5.005134459528308,1.5074749430935455,Iris-virginica
+44,5.685175919708325,3.795543796249899,1.6793562392786,0.3014161451503973,Iris-setosa
+45,5.574556711875203,2.4804248803292475,3.8619295121944055,1.0585923147108063,Iris-versicolor
+46,5.543828364459506,2.5063125428479758,4.045606245388302,1.2567434716794565,Iris-versicolor
+47,6.522918340416605,3.0,5.799968079874511,2.1934845760473602,Iris-virginica
+48,6.316213305748049,2.62272874446186,4.954621908470102,1.82046734579295,Iris-virginica
+49,4.985512818511141,2.0000005478032437,3.3421292954515893,1.0080642350458526,Iris-versicolor
+50,5.021676572130776,3.530928226534402,1.3946470622286071,0.20028517205523502,Iris-setosa
+51,4.393299497146449,3.2298353263408512,1.3064468805955567,0.19949688866561405,Iris-setosa
+52,5.4736971473727145,2.4212724568529067,3.7417552540636336,1.006059726879297,Iris-versicolor
+53,6.119011533717246,2.8243815515518875,4.685810081652483,1.2301438586680495,Iris-versicolor
+54,4.803874796897442,3.416682147023966,1.70802864005553,0.1954804974373854,Iris-setosa
+55,5.478267971875249,4.199999241172033,1.4151748196523213,0.19902951100488592,Iris-setosa
+56,6.014664608552825,2.7733097132974387,4.61780957624627,1.1200423375656372,Iris-versicolor
+57,7.693710768606875,2.794754533840121,6.703508088517269,2.025348288287666,Iris-virginica
+58,5.0217886882755,3.533263780754524,1.4057626060470605,0.19937626186882668,Iris-setosa
+59,5.0760191627473565,3.2989516344400296,1.79380506394914,0.477339825030075,Iris-setosa
+60,7.149159851342402,3.175435573363281,5.988433747685527,1.795232584405554,Iris-virginica
+61,6.236634101320322,2.785393767701075,4.8115002716198685,1.8088834325394203,Iris-virginica
+62,6.690335614282631,3.114043748857586,4.716485610644668,1.49325333303061,Iris-versicolor
+63,5.47091518477436,3.0,4.454588319161839,1.500246721262105,Iris-versicolor
+64,5.9110518683798166,3.213114465672742,4.788168139908366,1.8199783178055244,Iris-versicolor
+65,5.805577579528659,2.6949739533883896,4.098428400121282,0.9942222999525251,Iris-versicolor
+66,6.456696024908436,3.0,5.744557327404584,2.205740849640171,Iris-virginica
+67,6.217161666767859,3.3962546801216034,5.436158076125729,2.293094048216271,Iris-virginica
+68,5.482572327996657,2.5005030376043518,3.982557394042318,1.3027404203777428,Iris-versicolor
+69,7.712313620696542,2.6083265634088946,6.899998445232514,2.3033295248265,Iris-virginica
+70,7.689314434557107,2.6033115399566054,6.9,2.296826785428774,Iris-virginica
+71,5.535130219602241,2.429035875001023,3.779457329223628,1.0690293848972336,Iris-versicolor
+72,4.980200907448986,2.0,3.321751889243811,1.0120456015159178,Iris-versicolor
+73,6.566018843892781,2.9657770244527457,4.52242372512058,1.4509267752042243,Iris-versicolor
+74,7.73924607153519,2.5911077826041287,6.899998931383367,2.316512268605355,Iris-virginica
+75,5.11777147520493,2.5030729854248763,2.9186181622893868,1.1097093833056095,Iris-versicolor
+76,4.4322578353552435,2.9237636449998288,1.410989238171811,0.20708492666147518,Iris-setosa
+77,4.550577757069541,3.188505038290214,1.3846550671104816,0.2006178772284445,Iris-setosa
+78,4.3,3.0,1.101417590234536,0.1,Iris-setosa
+79,7.696672393530115,3.0,6.129211548492214,2.300270558985155,Iris-virginica
+80,4.997140926075774,3.6882989703368354,1.405432541916382,0.20560062955168443,Iris-setosa
+81,4.5835304168163,3.610392916105089,1.0,0.20377915691570264,Iris-setosa
+82,5.622874422413774,2.8969778332132665,3.7161828719003025,1.295036629453922,Iris-versicolor
+83,6.516354246518731,3.186124776109145,5.094531294396985,1.9946511927992359,Iris-virginica
+84,4.914391528375649,3.1012079806387387,1.522296846555957,0.10000011113593227,Iris-setosa
+85,5.694467884638619,3.0,4.223015273050949,1.2556680726437826,Iris-versicolor
+86,6.785319014684861,3.2040986210720237,5.808475650231946,2.302349370275197,Iris-virginica
+87,4.861878017828907,3.0,1.4256155977549705,0.1,Iris-setosa
+88,4.3,3.0,1.1098543092918973,0.1000001129504713,Iris-setosa
+89,5.828927743928162,2.99062502534474,4.506259067243777,1.5285504283548297,Iris-versicolor
+90,6.0160890542273515,2.193086099260064,4.967608044988093,1.5082213888701386,Iris-virginica
+91,6.191093950527229,3.400421028905321,5.468598780933595,2.334864061213922,Iris-virginica
+92,5.001700059318486,2.0,3.0825882907310813,1.0070559733330735,Iris-versicolor
+93,4.5770094233831715,3.6220853090607736,1.0,0.19204360181464286,Iris-setosa
+94,6.0496442634613254,2.929722778937999,4.560397797770235,1.5109115357809715,Iris-versicolor
+95,5.0461187551673445,3.430379373302666,1.7826967985927367,0.3720561812697536,Iris-setosa
+96,6.237182630568468,2.1860008456801254,4.5139407812638055,1.4847358722687367,Iris-versicolor
+97,7.698012632670763,2.6269892952347744,6.9,2.307578228488789,Iris-virginica
+98,6.073325271017387,2.8433439424733105,4.709215682025826,1.3082886029204452,Iris-versicolor
+99,7.603917226146284,3.0,6.593610497460867,2.0740437699792666,Iris-virginica
+100,4.900722255334969,3.1285055256492664,1.5112827452199589,0.1,Iris-setosa
+101,5.103063872936723,3.779665667396084,1.6277224113932363,0.2006254443732257,Iris-setosa
+102,5.1784809043470075,3.3955312868166616,1.396079522685965,0.19603062374301755,Iris-setosa
+103,6.012988483993808,3.39900273038745,4.51493655231465,1.595424928890908,Iris-versicolor
+104,6.459530778919651,3.183350771868171,5.178744278725611,2.1870359277955496,Iris-virginica
+105,6.489888148047032,3.0,5.774884855955601,2.2127743553491834,Iris-virginica
+106,4.398299878491728,2.8955436946668485,1.3697727396589099,0.20145190708853455,Iris-setosa
+107,4.797667178068161,3.4043038203817835,1.6117759741905129,0.1987895189782028,Iris-setosa
+108,5.488527613661051,2.503800555539443,3.9997417856407793,1.3122190238924407,Iris-versicolor
+109,5.997992422830949,3.388434755229923,4.50779333263529,1.6047916275741436,Iris-versicolor
+110,5.743622070003702,2.8962864237225783,4.057697619818391,1.1837367236406133,Iris-versicolor
+111,7.443173295877303,3.0,6.4966877426902485,2.1006153879474523,Iris-virginica
+112,6.965019287654675,3.114181275829301,5.166437397806508,2.301284598962829,Iris-virginica
+113,4.591138966881365,3.211775158597927,1.3891478123433494,0.19555528745089362,Iris-setosa
+114,5.010710899834029,3.59691005517835,1.394000117105903,0.2033311887662697,Iris-setosa
+115,5.148714411975435,2.6562870894858785,3.8315128838605426,1.386147516143035,Iris-versicolor
+116,4.809313678345428,3.4000982116933645,1.8952263423945452,0.20035739118646964,Iris-setosa
+117,4.99587008041435,3.753739269752801,1.554037583789152,0.20189442550611286,Iris-setosa
+118,6.932767581168272,3.1634572756702215,5.538923127409706,2.3043409666525574,Iris-virginica
+119,6.29339725967993,3.287340058590017,5.915117055793702,2.5,Iris-virginica

iris/tab_ddpm/6_0/14/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/6_0/14/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tab_ddpm/6_0/14/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/6_0/15/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.714193489200618,2.791606323698235,4.517267401393607,1.2812465689197412,Iris-versicolor
+1,5.727013664911533,2.8410677687095505,4.383973990263511,1.3582578896607385,Iris-versicolor
+2,5.575441086349851,3.0,4.48717269733827,1.506210763460663,Iris-versicolor
+3,4.989468059711119,2.0,3.5963640509550565,0.9108581623056515,Iris-versicolor
+4,4.3,3.0,1.0886245239577095,0.1,Iris-setosa
+5,5.491961054047745,2.502701657342386,4.049801032857853,1.3069145548194239,Iris-versicolor
+6,5.947576871079735,2.9234196537695265,4.525765264876915,1.5154602626252227,Iris-versicolor
+7,6.174027808308967,2.203083540986543,4.477841068172527,1.4928469457404125,Iris-versicolor
+8,6.862155031699849,3.110508376320162,5.142694448265905,2.295769245397797,Iris-virginica
+9,7.699663056909069,2.5914379431759142,6.9,2.29632712737615,Iris-virginica
+10,5.472350353719732,3.0,4.4983900261531495,1.5087474353709005,Iris-versicolor
+11,6.61690204681247,3.1510080180366056,5.117116316767203,2.2283377849080153,Iris-virginica
+12,4.3,3.0,1.0958385154777865,0.1,Iris-setosa
+13,7.688067899833767,3.0,6.15625503011499,2.2586458404776133,Iris-virginica
+14,7.899998942693854,3.7802499330514534,6.436245995952846,1.9834134747413037,Iris-virginica
+15,4.996575355393123,3.6567297918175967,1.3827435395238235,0.20281217163994206,Iris-setosa
+16,4.989285506287398,2.0,3.4353695628585865,0.8922999433593837,Iris-versicolor
+17,5.623683451762812,2.8990484952229276,3.6291668524649943,1.3057358501187828,Iris-versicolor
+18,6.138553669570742,2.5977472110763893,5.596734886891084,1.4315689082775704,Iris-virginica
+19,4.855555874608298,3.004060135605885,1.4472500977761154,0.10000009728464897,Iris-setosa
+20,5.656131389741248,3.7729951635557204,1.8122864355689046,0.3912839122240668,Iris-setosa
+21,5.773106763377678,2.9964247809381215,4.5023112741754545,1.5047700771403538,Iris-versicolor
+22,5.685723997440343,2.56193007362838,3.8864259615218986,1.098749573089252,Iris-versicolor
+23,7.9,3.797203467314199,6.421363452230734,2.0018615300440645,Iris-virginica
+24,6.291859336084639,2.6708698120765657,4.8972770033832855,1.7895514620278745,Iris-virginica
+25,5.997195343940039,2.1850846971711775,3.92586536543863,1.0292142270316778,Iris-versicolor
+26,4.3,3.0,1.1012063241181842,0.1,Iris-setosa
+27,5.897690404327883,3.1888701580489225,4.815777085664322,1.800889879383803,Iris-versicolor
+28,6.309319707654542,3.390146291021726,5.567772424612683,2.3851382314635297,Iris-virginica
+29,5.860569902021246,3.206021613447826,4.746832374439003,1.814312287293211,Iris-versicolor
+30,6.697752879223816,3.0,4.981713768356032,1.6761808513795562,Iris-versicolor
+31,4.761310709184553,3.0,1.4081526782046478,0.2837007290923064,Iris-setosa
+32,5.38533292935609,3.9214891659062205,1.2754497982859723,0.3797272774690247,Iris-setosa
+33,4.885707922358925,3.1040297865779594,1.4881468251979255,0.1000001493124795,Iris-setosa
+34,6.301854899795697,2.4712730372046687,5.002137899533471,1.914873857206072,Iris-virginica
+35,4.589859902274664,3.6034984186730843,1.0000005119013085,0.19604394845596554,Iris-setosa
+36,5.1269223418142245,3.436579869712617,1.386216576356687,0.19697935667049105,Iris-setosa
+37,7.210739555161343,3.197146084902067,6.031557736113843,1.7903447741117873,Iris-virginica
+38,5.185643413794825,2.677221500029149,3.907112207939363,1.4167940987467427,Iris-versicolor
+39,7.182583883845726,3.1886308906788567,5.961109043743917,1.8130879326728406,Iris-virginica
+40,4.6040375637440984,3.0969751993393793,1.475729896117069,0.20175292954991922,Iris-setosa
+41,5.114166390645615,2.5026796149316675,3.3994878243490296,1.134708285354206,Iris-versicolor
+42,6.2277522173201465,3.32277738060163,4.682226968112621,1.6042427046818653,Iris-versicolor
+43,7.717722840269007,2.6175277735314086,6.9,2.2907061550541443,Iris-virginica
+44,6.705097552968075,2.509006009352648,5.865222943019184,1.810777517951373,Iris-virginica
+45,6.855081567223825,3.155863321383008,5.5156055916948175,2.302604686700696,Iris-virginica
+46,5.78315785013081,2.776589721306393,4.155565815232376,1.1368727564231507,Iris-versicolor
+47,6.362286377369523,3.246835537147795,5.343640128911231,2.313437831433086,Iris-virginica
+48,6.546519461742037,3.1972032232125445,5.286369946572005,2.2673107047417926,Iris-virginica
+49,4.98831133356652,2.0,3.5299827791048166,0.9321016670574332,Iris-versicolor
+50,7.688552596507655,2.6185391317045115,6.9,2.304576266497489,Iris-virginica
+51,5.592197181394375,2.477941339234344,3.9495617299134493,1.1574182387017302,Iris-versicolor
+52,5.229286019474241,3.4005344379651414,1.391207352076126,0.20030724499816846,Iris-setosa
+53,7.7032120384538425,2.6081087936231153,6.9,2.3049057185283277,Iris-virginica
+54,5.479567042205577,4.2,1.3793129175527574,0.19777477035119378,Iris-setosa
+55,4.6364804671671775,3.207853051996585,1.401393783865712,0.20077812934876646,Iris-setosa
+56,6.705326179754203,3.126190410321821,4.694541381324531,1.5062398657670326,Iris-versicolor
+57,5.166871359946756,3.4435261278501863,1.4217158517471067,0.2015414055600602,Iris-setosa
+58,6.065457842746644,2.2177259745212754,4.304781286385088,1.3015976981177766,Iris-versicolor
+59,5.794170870109747,2.796845795405298,5.099698625578878,2.404185572966324,Iris-virginica
+60,5.782287398343043,2.6959510418156394,4.0913375587341285,1.0075935780368894,Iris-versicolor
+61,4.897504221100247,3.09790686277136,1.5101086896833247,0.10000010479025072,Iris-setosa
+62,5.782575552167351,2.706074737011752,5.134033901058288,1.9110586888820358,Iris-virginica
+63,6.852441911280491,3.1830985057467975,5.7910811972577,2.3056850170015832,Iris-virginica
+64,5.802482330698333,2.691774515892338,5.109258944996274,1.9151059075516499,Iris-virginica
+65,6.48688488324122,3.175515154057052,5.074704515507477,2.0189736041749704,Iris-virginica
+66,7.70969523204609,3.0,6.119320670867043,2.2864921594492977,Iris-virginica
+67,7.6693516944295,2.5878968056650353,6.8999988013687865,2.281835214902175,Iris-virginica
+68,5.219343996859633,3.3544082330395684,1.4406143090996715,0.20178107861507075,Iris-setosa
+69,6.011353557902914,3.390277717238422,4.545134719778682,1.6093058733359666,Iris-versicolor
+70,6.6016013817540795,3.0,4.3806805402622535,1.3942984867803179,Iris-versicolor
+71,6.128224399082081,2.8404901585429854,4.736363550288878,1.302965336028059,Iris-versicolor
+72,6.243763639731915,3.3992760062501066,5.476527384497857,2.323730015373456,Iris-virginica
+73,5.507866311355823,2.458579570478022,3.895124599920991,1.2152926511016182,Iris-versicolor
+74,6.310719347069467,3.3988860842490363,5.603108379480467,2.4029052873564196,Iris-virginica
+75,6.873711844357678,3.2073031148846516,5.7779733441910315,2.298922236689682,Iris-virginica
+76,4.40074366418258,3.216905913710924,1.3006872543373322,0.20339960767313067,Iris-setosa
+77,5.6053037824878205,3.0,4.485749313149703,1.4872319777617415,Iris-versicolor
+78,7.670616158192862,2.5876536866792037,6.9,2.3110204439361883,Iris-virginica
+79,6.701051404690875,3.0539263249646136,4.771758058885525,1.5662638049919324,Iris-versicolor
+80,6.5990012046621365,3.0,4.434162551580627,1.411720069112018,Iris-versicolor
+81,6.7195319423665705,2.4964628884060605,5.82534245697438,1.8129388354979228,Iris-virginica
+82,6.8386897226104475,3.116871459797271,5.0855303442267115,2.301393760559004,Iris-virginica
+83,6.488897419796045,2.7716709366207435,4.559763109084236,1.490955780372672,Iris-versicolor
+84,5.459794366762229,3.0,4.512945112798766,1.502867890410305,Iris-versicolor
+85,6.314709377616068,3.3974846379383163,5.596174222602828,2.3825784896901148,Iris-virginica
+86,6.222438498564102,3.3948732229299576,5.398386080554775,2.309655668189855,Iris-virginica
+87,5.460016043852758,4.1999989954121695,1.3682740289089073,0.19853924990448404,Iris-setosa
+88,7.64564837143407,3.0,6.642075971942972,2.081187501975667,Iris-virginica
+89,6.056009991732149,2.8937110860507955,4.604419838562928,1.4929670288160035,Iris-versicolor
+90,6.688250188334835,3.0,4.986163232093095,1.694500829703107,Iris-versicolor
+91,6.51468790470618,3.0,5.805135207582145,2.1920960995711303,Iris-virginica
+92,5.424590951359321,3.9082127710196506,1.3044795524504798,0.42900124678924345,Iris-setosa
+93,6.462862627134045,3.213599578638736,5.131227697815973,2.144250941907098,Iris-virginica
+94,4.60404690187495,3.6502221145233196,1.0000004916238925,0.2023172337184582,Iris-setosa
+95,5.492212652267405,4.199999197173909,1.4127480815846063,0.1978454684286015,Iris-setosa
+96,4.8167535654659055,3.3903604403539696,1.5887891825311862,0.20329743800645592,Iris-setosa
+97,6.1523340064720555,2.221348447122497,4.421425625980978,1.449812771383988,Iris-versicolor
+98,5.492733019892558,4.199999183199411,1.3934216275030051,0.20489785659392618,Iris-setosa
+99,4.40394767329724,2.8925785197541063,1.4154592682059428,0.2017593334930992,Iris-setosa
+100,6.3089384045741435,2.6993483070027624,4.9228401352082525,1.7975003935924732,Iris-virginica
+101,5.814482556289917,2.721883327467572,4.085163716639908,1.0395318652937542,Iris-versicolor
+102,6.247356036722896,2.1981577594876742,4.496281269318837,1.4909392122937595,Iris-versicolor
+103,5.531689394137288,3.0,4.4570444370584905,1.4737406948285372,Iris-versicolor
+104,4.3,3.0,1.0995732805183462,0.1,Iris-setosa
+105,6.541180840060474,2.805690892370624,4.635986852307099,1.5131171394427845,Iris-versicolor
+106,6.789550758717952,3.196496020595814,5.800334377171615,2.3039895546274205,Iris-virginica
+107,4.576320277966978,3.6622563578562293,1.0,0.20285316025738082,Iris-setosa
+108,6.0110508237721945,2.21536699018761,4.0342987161611115,1.0419243497892794,Iris-versicolor
+109,6.78613012528199,3.2023680674316832,5.862614177125598,2.302786431909647,Iris-virginica
+110,6.571244008159014,2.784555037755266,4.620408424028346,1.4684918752879283,Iris-versicolor
+111,5.785744439691562,2.8131831609928892,5.089565050629257,2.4059075467215894,Iris-virginica
+112,7.625839348451508,2.805406836769042,6.6657835206699945,2.044247771731808,Iris-virginica
+113,6.010159954658975,3.4045455865183296,4.531597902688844,1.609960061358651,Iris-versicolor
+114,5.59743705720396,2.5087251006565907,4.028010373702267,1.0882502288931533,Iris-versicolor
+115,5.994931973111596,2.1713471485503058,3.960287117577094,0.982869767121504,Iris-versicolor
+116,6.985606952593756,3.07904943594938,5.149008665668507,2.3026480624323247,Iris-virginica
+117,6.103403939694668,2.596032070735905,5.632285266125951,1.3981294557822168,Iris-virginica
+118,5.048432644491264,3.392631890531172,1.5981635744228058,0.47800787987620375,Iris-setosa
+119,4.799420458562603,3.0,1.4053019149699262,0.30336002096315073,Iris-setosa

iris/tab_ddpm/6_0/15/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/6_0/15/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tab_ddpm/6_0/15/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/6_0/16/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.478728559966266,3.0,1.432875406500471,0.19768113566857873,Iris-setosa
+1,5.4852444884206495,3.0,4.481653039445846,1.5103201001106321,Iris-versicolor
+2,6.862355928662441,3.2087402630989206,5.755754797386838,2.303363178884929,Iris-virginica
+3,6.579334870568815,2.9884117222658744,4.414034652413672,1.4191300821013597,Iris-versicolor
+4,6.500172347230448,3.1512748224609104,5.13433672414174,2.0217511028825026,Iris-virginica
+5,6.090753763738302,2.6004501542611087,5.600421023603874,1.4170823229906222,Iris-virginica
+6,6.667763492503155,3.129336576423253,4.712906652879394,1.5087076411717324,Iris-versicolor
+7,5.941772311650482,2.181850020199544,3.9905396560720146,1.0049622294682528,Iris-versicolor
+8,4.790594882944384,3.0,1.4033055780803319,0.3686486049343228,Iris-setosa
+9,4.600075606388219,3.5720852378383596,1.0,0.20315804045442834,Iris-setosa
+10,5.134138455417445,2.5461310382015143,3.3230799538558093,1.1750457965715266,Iris-versicolor
+11,6.200031161616381,2.7878915883840327,4.81143382065504,1.7837864767370035,Iris-virginica
+12,5.825297954392844,2.7112076521495463,5.0762987027904805,1.8943480927882317,Iris-virginica
+13,5.4617726690863995,3.0,4.49093451465536,1.4886464534602042,Iris-versicolor
+14,5.246670956092877,2.403387970982834,3.239977393356268,1.000903054718523,Iris-versicolor
+15,4.816935514094004,3.400520528365886,1.7270303337849335,0.19934463081496312,Iris-setosa
+16,5.613712288793797,2.908054423193544,3.6037695114594532,1.2644694396882263,Iris-versicolor
+17,7.675732209546583,2.5918802734058723,6.89999891095015,2.280607729918737,Iris-virginica
+18,5.61316593159767,2.8993619004105495,3.6848549999509634,1.2854182234479057,Iris-versicolor
+19,4.761794169538565,3.3947575317492857,1.605659119946339,0.19600478607776145,Iris-setosa
+20,5.990519479460815,2.191452226685453,3.9230252762482403,1.0090163596253683,Iris-versicolor
+21,5.498447335712701,2.4057220328490914,3.7409456884908807,0.9948929458740992,Iris-versicolor
+22,4.99866172943021,3.400727612939712,1.5942611640338442,0.4458945648381265,Iris-setosa
+23,6.297615437497697,2.509986805316645,5.0141947247480365,1.8926962860668173,Iris-virginica
+24,4.300000592307395,3.0,1.098737518662787,0.10000009048611802,Iris-setosa
+25,5.331692552809149,2.6015507089281185,3.864274970328678,1.3501958761003838,Iris-versicolor
+26,4.8119435884234285,3.4005222733302656,1.6395303487480009,0.19993784567575562,Iris-setosa
+27,6.621162727249535,3.0,4.413953327056417,1.4048118078943295,Iris-versicolor
+28,4.6219373572367415,3.101523603322101,1.4832946725240945,0.1943739584532555,Iris-setosa
+29,6.262541111036102,3.278985085678387,6.026238632630858,2.5,Iris-virginica
+30,6.200953053449755,2.8093032488152474,4.809223972142862,1.8195602890712836,Iris-virginica
+31,4.783415490475595,3.400077300992099,1.8019852773087424,0.20486162660115487,Iris-setosa
+32,4.3,3.0,1.0970373109985332,0.10000009989066602,Iris-setosa
+33,6.793832616753407,3.202528084610617,5.839249476777932,2.288026521969887,Iris-virginica
+34,6.373253385794444,3.140170970466554,5.304602911820121,2.199508100975402,Iris-virginica
+35,5.758466845814132,2.7784276561985233,4.229324376965252,1.1131828326685311,Iris-versicolor
+36,7.9,3.7800926239118775,6.386783951615307,1.9568566613568028,Iris-virginica
+37,4.586217587797174,3.614150459201815,1.0000004119701873,0.19808584806263763,Iris-setosa
+38,4.421731322984386,3.0,1.2764183485744813,0.1,Iris-setosa
+39,5.326029751978131,2.567251622229783,3.9275005407963617,1.3585932998819776,Iris-versicolor
+40,5.502959109270156,2.4870115964230086,4.029619683722015,1.296777739459578,Iris-versicolor
+41,5.673632967833277,2.854442908073038,3.8610629596452526,1.2673083656830784,Iris-versicolor
+42,6.3317039248807365,2.586233292123151,4.967892277000523,1.8601401514974203,Iris-virginica
+43,6.2981660225519915,3.3969885771165345,5.610924286411266,2.3977619093093185,Iris-virginica
+44,7.9,3.7174610561037067,6.435773010764684,2.03429121907264,Iris-virginica
+45,6.066617398539307,3.3546953435144977,4.645358902798487,1.6335809866950917,Iris-versicolor
+46,7.899998559338123,3.7977430812927575,6.478192234410199,1.9721500376774193,Iris-virginica
+47,4.806013867546469,3.402156674558284,1.7620843748174015,0.20174186957451123,Iris-setosa
+48,5.502279324936885,2.4781828410705824,3.9891033228155592,1.2792348109559635,Iris-versicolor
+49,4.300000643569612,3.0,1.1027881193039353,0.10000013396604536,Iris-setosa
+50,6.236995551809848,3.3058331138789008,6.001424435092035,2.5,Iris-virginica
+51,6.211010779706388,2.7972240554387042,4.799751776464204,1.787740770999682,Iris-virginica
+52,4.604884514633864,3.142923545694365,1.441727199819721,0.19853517682026023,Iris-setosa
+53,6.20053778348735,2.7938816165333553,4.811154145030874,1.7885192088382025,Iris-virginica
+54,5.515393353474717,2.441826999991811,3.7333728837432307,1.0266493018558493,Iris-versicolor
+55,6.711019071570497,3.0,5.015822154590373,1.7213328281290863,Iris-versicolor
+56,5.898489178420678,2.7945675981954046,4.574042570744225,1.2701196011576754,Iris-versicolor
+57,4.994318698412573,2.000000843720506,3.6017025723281018,0.9330836039705753,Iris-versicolor
+58,7.6061032144368435,3.0,6.592222104431077,2.106971561582192,Iris-virginica
+59,6.187274069264489,3.3898910513091436,5.411130972912244,2.293708013725007,Iris-virginica
+60,6.617367515001357,3.0579597955473488,5.656947445119123,2.2435407933628504,Iris-virginica
+61,5.461291840157389,2.432608364271747,3.7041605485664912,1.0582972999426403,Iris-versicolor
+62,6.498046335164334,3.1966055149672536,5.099085237782966,2.029039071840012,Iris-virginica
+63,5.79258089829893,2.7000123669512184,5.093597892241435,1.891198171952457,Iris-virginica
+64,6.281212181413189,3.3914661630062017,5.574980314874533,2.4021588613874356,Iris-virginica
+65,6.160120914704026,2.204567165102482,4.471462473437126,1.4229850046639698,Iris-versicolor
+66,4.3000005150546965,3.0,1.0979144484696057,0.1,Iris-setosa
+67,6.312002695928338,3.2816423982668717,4.704779662186055,1.5818916025246235,Iris-versicolor
+68,6.216019789700755,2.8108474830753427,4.760833853804827,1.7805434735432961,Iris-virginica
+69,7.122169868879169,3.0,6.294281048258263,1.968205442441675,Iris-virginica
+70,4.801246453747221,3.400581015981861,1.6766283433882834,0.2021693464682175,Iris-setosa
+71,6.18789437917275,3.322899122145759,6.1005556243304095,2.5,Iris-virginica
+72,4.80081460214433,3.402008127635752,1.959682179889674,0.1983929142678932,Iris-setosa
+73,5.957846575935135,2.222342544761846,3.975288900056278,1.0448492050979965,Iris-versicolor
+74,5.559850132894607,2.473046568781198,3.915178739893857,1.1326255431277017,Iris-versicolor
+75,4.300000586311673,3.0,1.1069809584769286,0.10000011017713374,Iris-setosa
+76,5.8916968258857985,2.805055038893901,5.112676177539062,2.3984952078136064,Iris-virginica
+77,5.209536119057973,3.643499108234542,1.5490475548155234,0.2115399856252149,Iris-setosa
+78,5.816936186352456,2.701166804074755,5.1065149228286595,1.8978216467813633,Iris-virginica
+79,5.806501915522554,2.7046907044707105,5.0760711339933575,1.86605856431462,Iris-virginica
+80,5.486484758249989,2.4894451878924144,3.7752088229151166,1.1483478718683808,Iris-versicolor
+81,6.56344728848478,3.0,4.4200787178229275,1.4225197529607763,Iris-versicolor
+82,7.9,3.843199297866607,6.381026262648306,2.000665316652603,Iris-virginica
+83,4.729660671628803,3.0,1.4099663082286018,0.2607257368650946,Iris-setosa
+84,5.401432205755332,3.9098806032397904,1.28509121779878,0.41188771996057916,Iris-setosa
+85,6.088629503528554,2.816792264913032,4.6982831412799095,1.2428236596619255,Iris-versicolor
+86,6.034279492626356,2.911043262055798,4.571478167495716,1.465053347783269,Iris-versicolor
+87,5.42621607078167,3.4027359997344573,1.5110886990006147,0.44203961454635454,Iris-setosa
+88,5.788604672098834,2.7042877948697543,5.097070334130265,1.9331510991756788,Iris-virginica
+89,4.6386168256331715,3.5437687649683793,1.0000004468793806,0.2034547238088713,Iris-setosa
+90,6.194306986203073,3.3370517243206965,4.6386840408171786,1.592314884394548,Iris-versicolor
+91,4.532031061692575,3.1657443899286895,1.386647852523823,0.19810749304005332,Iris-setosa
+92,5.474008065871901,4.2,1.3931462050190426,0.19364572493053417,Iris-setosa
+93,5.689902698071059,3.0,4.224750445625082,1.2023629632862631,Iris-versicolor
+94,7.6959122234311295,3.0,6.2821250206292545,2.280850408034042,Iris-virginica
+95,5.986448004625333,3.408221261111987,4.539911017779387,1.6238020876871038,Iris-versicolor
+96,6.6795512402403645,2.4895593245607213,5.761672045738949,1.7971478900303433,Iris-virginica
+97,5.729087863232445,2.816627576515462,4.3099225754495585,1.2656083347771145,Iris-versicolor
+98,6.029358659393354,2.2011823134295145,4.019412781603566,0.9117632929371706,Iris-versicolor
+99,4.615011590130083,3.2111706730638696,1.3937899017613073,0.20109808115296088,Iris-setosa
+100,5.801192988791006,2.6897808168425144,5.095385134747749,1.8904379921677403,Iris-virginica
+101,5.592299933207538,2.4571738200830655,3.8253052360591453,1.0879979742641213,Iris-versicolor
+102,6.093130223961806,2.1904134834677356,4.298565349844481,1.2477327326665806,Iris-versicolor
+103,4.9869310970193315,3.0,1.6174674663348827,0.19734378464759605,Iris-setosa
+104,4.922016449397233,3.0920618159059927,1.4786550418995081,0.1,Iris-setosa
+105,6.696144559314214,3.0,4.989976129738441,1.6954672328437514,Iris-versicolor
+106,6.06931651031674,2.858432425863336,4.7013750111240995,1.2685272330942206,Iris-versicolor
+107,5.923355078996893,3.1971713921157057,4.785016325230925,1.7675924331465844,Iris-versicolor
+108,4.998833558873738,2.0,3.226219846880468,0.966915651294122,Iris-versicolor
+109,6.115089370634446,2.8442350289142366,4.7231415866969995,1.3192715379979598,Iris-versicolor
+110,6.082562266270465,2.5925489868467615,5.6116276279846655,1.420365584795512,Iris-virginica
+111,5.647113418334207,2.787125276138625,4.468144765526431,1.290894671660138,Iris-versicolor
+112,6.256432896273857,3.308237657479196,6.031300815897405,2.5,Iris-virginica
+113,6.176484585817048,3.4040464533491717,5.497193790660942,2.322335951434798,Iris-virginica
+114,4.400607824693654,2.916655342570852,1.4053461833048415,0.19740941582908622,Iris-setosa
+115,4.300000464019298,3.0,1.1115556497205603,0.10000011216687488,Iris-setosa
+116,5.214458597612195,2.679899613317359,3.9057391037172327,1.3962673317139491,Iris-versicolor
+117,6.89299448748927,3.202155997829282,5.8063672740479735,2.2973898257503267,Iris-virginica
+118,5.205505105672478,2.7494231838412384,3.9474660584746344,1.4173586602280825,Iris-versicolor
+119,6.172167639568611,2.8673408699873177,4.538287762776917,1.4739152633136734,Iris-versicolor

iris/tab_ddpm/6_0/16/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/6_0/16/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tab_ddpm/6_0/16/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/6_0/17/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.147228793463151,2.5251927902400744,3.4778419557345144,1.1753467767827859,Iris-versicolor
+1,6.683656823453158,3.10764271086927,4.7170210731182,1.4915891401511296,Iris-versicolor
+2,4.992977156888372,3.4033345530990218,1.5952751876786395,0.37711387498632554,Iris-setosa
+3,5.156331397384326,3.470436061361242,1.4277853144963542,0.20372373877989705,Iris-setosa
+4,6.965340270666805,3.207832154411141,5.853859737160439,2.187628454440046,Iris-virginica
+5,4.594851555805581,3.6058246365644706,1.0000006823529142,0.19886966612263207,Iris-setosa
+6,5.497572747865429,2.4191560641477907,3.6673290270111667,1.0069668364981397,Iris-versicolor
+7,5.7638221524976485,2.705497364475407,5.10461619671582,1.9075621963454845,Iris-virginica
+8,5.044244607524671,3.3577264716925033,1.6709538498746668,0.45871454380972,Iris-setosa
+9,6.48579146565288,3.0,5.788752025686258,2.188259781813322,Iris-virginica
+10,6.105009284087214,2.6038283808046585,5.617875522916028,1.409791946813085,Iris-virginica
+11,7.135290001412918,3.1774197881608437,6.0290218580104895,1.8414490306217572,Iris-virginica
+12,6.538003135296569,3.2213469912362163,4.716942601548454,1.5443385665322977,Iris-versicolor
+13,6.5242604016321,3.1987676468813038,5.099879642924143,1.970378857007169,Iris-virginica
+14,6.802941411764033,3.2138958866981415,5.7796793403924775,2.298605532372522,Iris-virginica
+15,4.571902003577155,3.1390136981478824,1.4675490233896191,0.2006480382378258,Iris-setosa
+16,6.184389853693283,2.7766371284196514,4.8492081436528505,1.804365392607105,Iris-virginica
+17,5.770929875391267,2.796644418171999,5.094749722803198,2.410997236197944,Iris-virginica
+18,5.503483478644293,4.2,1.4086250324609648,0.20395265156214323,Iris-setosa
+19,5.219076096386504,2.7081725315815763,3.901327232676858,1.4003029796236637,Iris-versicolor
+20,7.712451759582335,2.6190643693281195,6.8999983391516695,2.305683462121675,Iris-virginica
+21,6.3259757811829465,3.307519760041506,6.008308381608861,2.499999795750368,Iris-virginica
+22,4.300000562234517,3.0,1.1021149374776682,0.10000014784171059,Iris-setosa
+23,4.5860936012898765,3.6374288189116313,1.0,0.19978473835339527,Iris-setosa
+24,5.490508578357556,4.199998806099048,1.3990565303162485,0.20070529517980806,Iris-setosa
+25,5.803865826499222,2.81364910786371,5.101628393580088,2.3949491029841816,Iris-virginica
+26,5.044842298540505,3.5228578932011216,1.4093980550601346,0.20380467348405146,Iris-setosa
+27,5.204590955548762,3.3986629075454426,1.4067238565795765,0.1988824703359612,Iris-setosa
+28,5.97593067895158,3.401372555570761,4.465208342868996,1.5761566344004834,Iris-versicolor
+29,5.783822725020169,2.81926412953265,4.5599714530779885,1.3341622129733084,Iris-versicolor
+30,5.691804049136624,3.7992545906550053,1.697400562421375,0.30654918106122725,Iris-setosa
+31,6.6625221167992015,3.0,5.010813413617395,1.680379607104356,Iris-versicolor
+32,5.21451640738381,3.4006791056726913,1.4057684492892126,0.20050513645661286,Iris-setosa
+33,5.646083225052661,2.9248845332280196,3.787125773482901,1.305416585793307,Iris-versicolor
+34,4.632692707735706,3.2175584756581745,1.4065645965900129,0.20002867570896596,Iris-setosa
+35,5.540666918491036,3.0,4.521953546945484,1.500296445431118,Iris-versicolor
+36,5.676961924943169,3.774830709467457,1.5862811908501688,0.27536803754658146,Iris-setosa
+37,6.6965285187327614,3.129888486270951,4.703890681917854,1.5109720360631926,Iris-versicolor
+38,6.191043491599985,3.3353276456157475,4.618770720916317,1.5869123708354282,Iris-versicolor
+39,5.865095496191379,3.0,4.551723979780688,1.5126585103245795,Iris-versicolor
+40,6.823203071864566,3.206542183540238,5.700138184935256,2.305061772946504,Iris-virginica
+41,5.087699808913817,3.2873000126322602,1.7409029774409621,0.4556301864944131,Iris-setosa
+42,7.739328945738414,2.584678841325235,6.9,2.320135305764421,Iris-virginica
+43,5.026355070807301,3.612901075380179,1.398092543990684,0.20259924646528288,Iris-setosa
+44,5.011866164329842,3.0,1.59784006098596,0.2010547404923046,Iris-setosa
+45,7.59370498843752,3.0,6.614142764952493,2.071852617197832,Iris-virginica
+46,4.772680714846308,3.4007242126886905,1.5874014226196962,0.19908354017545865,Iris-setosa
+47,6.088377517018257,2.8893593916240135,4.688863003636087,1.3676655881126998,Iris-versicolor
+48,4.879837287387435,3.082594435846078,1.490258610933372,0.1,Iris-setosa
+49,4.595153920266991,3.5646361490371117,1.0000003983417065,0.20050629808174308,Iris-setosa
+50,6.547872607011512,3.2150801604577137,4.672231180956797,1.5487243291847703,Iris-versicolor
+51,5.998290222573857,2.193677274072548,4.991311479087837,1.507071320714748,Iris-virginica
+52,5.178754462667737,2.471261306056091,3.139784373306547,1.0606663168829082,Iris-versicolor
+53,5.8029086983894915,2.6542496063993184,4.007320918340938,0.9081830435423406,Iris-versicolor
+54,5.490288054004411,4.2,1.4107788274371702,0.19534194156038298,Iris-setosa
+55,5.86459382212083,2.8933644018168536,4.461599605240404,1.4556504544604845,Iris-versicolor
+56,4.628008230320021,3.596147862059298,1.000000394477985,0.20780558010588776,Iris-setosa
+57,5.047054305094494,3.5463820709538463,1.4080331030015665,0.2004045918465587,Iris-setosa
+58,5.4957919468915835,3.0,4.498172819706465,1.4720841189089335,Iris-versicolor
+59,6.545315904657854,2.849970879943684,4.623122420556999,1.525144251188891,Iris-versicolor
+60,6.715376377798152,3.0953611230153752,4.682645694545829,1.512658752999918,Iris-versicolor
+61,6.039392148861465,2.909726125651782,4.617411062596637,1.4461437255099214,Iris-versicolor
+62,5.209177907960082,2.6204863939381635,3.799183099029338,1.3345586651608112,Iris-versicolor
+63,6.685814077931774,3.1140777232558183,4.706129893629713,1.5076787293886407,Iris-versicolor
+64,4.792991687917299,3.0,1.4006161979522933,0.3706791858350152,Iris-setosa
+65,5.686743403988209,3.7741989178011535,1.6711146160374744,0.2977261262443465,Iris-setosa
+66,5.650161137610207,2.346174698600164,3.8513201359306306,1.0848180165297145,Iris-versicolor
+67,4.597966719129898,3.6221735422895875,1.0000004378903495,0.19703947204363373,Iris-setosa
+68,6.846859305640812,3.162880543135437,5.266343258689418,2.3053029923987562,Iris-virginica
+69,4.784146082461899,3.0,1.4058995583799194,0.3676143917651778,Iris-setosa
+70,6.208257968126975,2.79236500083429,4.818113753348567,1.797228366392829,Iris-virginica
+71,4.608854570831735,3.6100606764834478,1.0,0.20388432801702921,Iris-setosa
+72,6.194387572544902,3.391353428019386,5.5002865017429325,2.3122375565346482,Iris-virginica
+73,5.853255151882191,3.173854582937496,4.769470524326827,1.749547512939521,Iris-versicolor
+74,5.006560745097233,2.0,3.522024613523732,1.0049705814391954,Iris-versicolor
+75,5.023121006580301,2.0000005495037807,3.489345754374538,0.8655966448395532,Iris-versicolor
+76,4.820564530656491,3.0,1.4026626530269677,0.2703012685481028,Iris-setosa
+77,4.414482508146965,2.9030780014100026,1.405083120780685,0.20111138162584655,Iris-setosa
+78,6.497971787361946,3.0,5.789651874656766,2.1825923071720275,Iris-virginica
+79,5.535072594201511,3.0,4.460491311756571,1.4913159544776797,Iris-versicolor
+80,7.208061699320683,3.2058932831123506,5.948273439281487,1.7900547509020088,Iris-virginica
+81,5.439826722612369,3.0,4.503020314551503,1.5037070323857418,Iris-versicolor
+82,5.975577968684126,2.194422158189999,4.985456274098076,1.49791301553468,Iris-virginica
+83,5.887167723149281,3.2004319346277534,4.812811069078094,1.784720034776516,Iris-versicolor
+84,5.09665643386742,3.2984704518686176,1.626025616982563,0.46200553664348054,Iris-setosa
+85,5.9942901307824235,2.20636076661477,5.044153159720111,1.5209436282046938,Iris-virginica
+86,5.404209707803918,3.0,4.46441425937315,1.4958715885106681,Iris-versicolor
+87,6.09869431149781,2.9222382558231894,4.706486730482859,1.4165263560139645,Iris-versicolor
+88,7.223919597916332,3.162743404325993,6.0809128176213525,1.8187110321660838,Iris-virginica
+89,7.695210543218943,2.8554820475205407,6.665934333894573,2.0050283728283347,Iris-virginica
+90,4.397500742561126,3.2091546872811634,1.3243823096205252,0.20210544996722804,Iris-setosa
+91,4.817530948817872,3.3959981537738972,1.7866132091280247,0.19876635541875495,Iris-setosa
+92,5.675276609225528,2.8787357827800224,4.113700245803367,1.261457103533988,Iris-versicolor
+93,6.858687157137959,3.0827348844071865,5.0731276039113515,2.2917981088162698,Iris-virginica
+94,4.3,3.0,1.0981621975689668,0.10000009323804894,Iris-setosa
+95,4.804545466635758,3.406920397414941,1.6009764880590514,0.20179297264521046,Iris-setosa
+96,6.352621168588237,2.6657425002172555,4.912446643622728,1.7919055142649944,Iris-virginica
+97,6.480392153137907,2.7979608360495267,4.607335673798198,1.4785339724010962,Iris-versicolor
+98,5.507973983491848,2.494489978577894,3.981065023290295,1.2945337750951538,Iris-versicolor
+99,6.317598287219897,2.5053931355883043,5.006017600106932,1.896775250661604,Iris-virginica
+100,5.79151151404467,2.811069993261479,5.140528917533396,2.4041182710094704,Iris-virginica
+101,6.121221576668821,2.5989441163273006,5.632780116863293,1.3949466109678865,Iris-virginica
+102,5.508620763947679,4.199998422284024,1.3831888298455235,0.20534319525415223,Iris-setosa
+103,7.712910873052287,2.784873362352163,6.716412118886355,2.0051545069014054,Iris-virginica
+104,6.366526476718343,3.273202897583391,5.42300556424502,2.3393786003782364,Iris-virginica
+105,6.3022818897339015,3.3079820781916998,5.945843887212848,2.499999797707475,Iris-virginica
+106,5.468636635461893,3.0,4.518361642584049,1.5133568458100877,Iris-versicolor
+107,7.899998906631817,3.8162275592346186,6.389995348104999,2.0427545194207295,Iris-virginica
+108,5.530309205579926,3.0,4.535318320731753,1.5003498206772954,Iris-versicolor
+109,4.9889821421804665,2.0,3.487042268972117,1.008882454992559,Iris-versicolor
+110,6.004197616363667,2.193509892295879,5.006281047586067,1.5036533810263066,Iris-virginica
+111,4.3,3.0,1.0945264952029319,0.1,Iris-setosa
+112,6.259817997411726,3.3843119031082693,5.509298861521426,2.3596380432853725,Iris-virginica
+113,5.434675187578998,3.0,4.5083743890946355,1.5010213459176758,Iris-versicolor
+114,5.856964292623685,3.137926371499592,4.761355681052784,1.723144030444566,Iris-versicolor
+115,5.353269660768681,3.4010218356023114,1.5258791561844176,0.4186606670517282,Iris-setosa
+116,5.791389042605829,2.707593570705987,5.085169457347241,1.8890360065164844,Iris-virginica
+117,5.772884026211109,2.976007380950364,4.279206872727225,1.3503093153701549,Iris-versicolor
+118,6.841229489156418,3.203337441416496,5.815117998363645,2.303572704432358,Iris-virginica
+119,6.0628205983964,3.3840655388392564,4.53397755410799,1.57926276375073,Iris-versicolor

iris/tab_ddpm/6_0/17/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/6_0/17/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tab_ddpm/6_0/17/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/6_0/18/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.9,3.786794358386949,6.369131108686542,2.0096200051937463,Iris-virginica
+1,4.612200117381438,3.1651085780182546,1.415951388758717,0.1985451904980438,Iris-setosa
+2,5.22264477674336,2.731440403063167,4.01004300199354,1.402524137849448,Iris-versicolor
+3,6.7065262525359035,3.0891218705600583,4.680632838904166,1.4723977974378,Iris-versicolor
+4,5.260781133653941,2.486897754722702,3.537000339600755,1.1268567289472189,Iris-versicolor
+5,4.609904828006783,3.182734227332076,1.378279906158779,0.20327930413109957,Iris-setosa
+6,5.683690656923496,3.816753181874354,1.6255237390634718,0.27767840187056747,Iris-setosa
+7,5.159069875723582,3.4040933320963926,1.4117171700202784,0.19938820611270724,Iris-setosa
+8,5.09009670002976,3.503725429977523,1.4060689112842872,0.19975137298168966,Iris-setosa
+9,6.321981823198065,3.2948752887053256,6.020119586592383,2.499999808382684,Iris-virginica
+10,6.736855799421066,3.2670923482933962,5.713276310739218,2.3304016437230546,Iris-virginica
+11,5.203284639844754,3.398958992351448,1.4033936622471697,0.20425735504217418,Iris-setosa
+12,7.899998446841285,3.78745627394203,6.361251831368453,1.9942224453931516,Iris-virginica
+13,5.673994269622721,3.0,4.200617602085898,1.2467562067146674,Iris-versicolor
+14,5.999063798317574,2.19550933975477,4.027997872947968,1.0603265626001652,Iris-versicolor
+15,5.802377975582258,2.7107851997931687,5.103989241433745,1.9732787350727046,Iris-virginica
+16,7.705563912296947,2.816177989419537,6.7101384037897756,1.9707339162242745,Iris-virginica
+17,6.444721561940752,2.811023816932197,4.53084140699377,1.4887031009431977,Iris-versicolor
+18,6.286911185915976,3.4000023274661024,5.58461763605106,2.3932895538645806,Iris-virginica
+19,7.0023110282788,3.1742083093480895,5.716478363454174,2.3152351403268874,Iris-virginica
+20,6.017026897464793,2.196831520512646,5.0024245701844094,1.5096338975905934,Iris-virginica
+21,6.290185335809236,3.4031350865893333,5.542298977160449,2.374601146965441,Iris-virginica
+22,6.315487752095168,3.2887423378808704,5.949371663752674,2.499999718030738,Iris-virginica
+23,5.422268989179331,3.8972494423318205,1.2994781750664144,0.3845791917173089,Iris-setosa
+24,5.51033565481506,2.4378952336483946,3.713598265110424,1.0103798374794437,Iris-versicolor
+25,6.64303672847463,3.0,4.443792287710888,1.4277531483074801,Iris-versicolor
+26,5.092097472930675,3.294985225788315,1.5995244077117214,0.47911484269148297,Iris-setosa
+27,4.7974428115419725,3.402599925086836,1.7093337790532641,0.20036127808587095,Iris-setosa
+28,6.423239823486537,3.090291610277803,5.491273591002422,2.2468133824695165,Iris-virginica
+29,7.7020886582743815,2.8301718179596334,6.707622441669258,2.023204497318989,Iris-virginica
+30,6.313372308911842,3.4027942450286366,5.566959252178901,2.390467503056878,Iris-virginica
+31,6.262089921737856,3.306096841654666,6.042335120339745,2.5,Iris-virginica
+32,5.924331934801354,3.1998403680808134,4.791963199034872,1.7997354826945495,Iris-versicolor
+33,6.611394937435408,2.8044427037167607,4.668902541062184,1.4844571176310866,Iris-versicolor
+34,5.678813981499637,3.0,4.207112511221888,1.191903203069448,Iris-versicolor
+35,5.557173017923472,2.5021391581667047,3.987064474631841,1.167878916151077,Iris-versicolor
+36,6.242335646322378,3.399089115247848,5.465095957792418,2.3561634134619416,Iris-virginica
+37,6.720774281486157,3.0,4.99074126830707,1.6651493871041636,Iris-versicolor
+38,4.793494501198912,3.4003459758043966,1.8897306254518893,0.20081143639232213,Iris-setosa
+39,5.388931962307207,3.0,4.473485876532893,1.4808484925195273,Iris-versicolor
+40,4.6309371210995565,3.1839133583702686,1.5185257871197704,0.20049542426432235,Iris-setosa
+41,6.242238874695595,2.7562300261147383,4.8536707953885205,1.8111056982376716,Iris-virginica
+42,6.329834869320534,3.3918763913435503,5.588927242761812,2.3891369433542895,Iris-virginica
+43,4.642919520868785,3.2338088860543506,1.4015565856077403,0.1961946771890271,Iris-setosa
+44,7.164202958872732,3.2131222258153262,5.952995467913996,1.8083860831048395,Iris-virginica
+45,4.801843861029653,3.3990423481373133,1.729808001543481,0.19849002752350453,Iris-setosa
+46,5.7355424167607865,2.8075358185432524,4.228579114426725,1.111171320202323,Iris-versicolor
+47,4.766648679352409,3.0,1.3970532445229797,0.1,Iris-setosa
+48,4.604462164806274,3.1035175700900552,1.5078579946689412,0.20015255142498545,Iris-setosa
+49,6.3697188667093645,3.2656523056122775,4.705298275095862,1.5925189289559751,Iris-versicolor
+50,6.20474681130179,2.2093919206932147,4.509646883792554,1.4764497611707816,Iris-versicolor
+51,4.991456225722928,3.0,1.5961367426968849,0.20030254346850634,Iris-setosa
+52,5.020016432848204,3.401202637795953,1.7796064951012478,0.4422427355085834,Iris-setosa
+53,4.624644252950477,3.5927467282299603,1.0,0.20418070490558332,Iris-setosa
+54,4.96966773211372,2.0000005285825817,3.518772572522966,1.0009918607517705,Iris-versicolor
+55,5.592303653576646,2.905562573737965,3.5905166603267746,1.3046486275882965,Iris-versicolor
+56,6.799122528115295,2.8022529188421523,4.7875249962185435,1.403459183416746,Iris-versicolor
+57,5.697505338863327,2.893844895897713,4.164092596621543,1.30693524399119,Iris-versicolor
+58,4.594528475606145,3.6494795044804946,1.0,0.1958888202799139,Iris-setosa
+59,4.988376836982236,3.6752857803450967,1.4133185954787488,0.20042405789962442,Iris-setosa
+60,6.787821997002652,2.880075398186983,4.852956239122795,1.4806529349709572,Iris-versicolor
+61,6.114439977348481,2.870339122956964,4.698902846273863,1.3339736824581505,Iris-versicolor
+62,5.235512958278299,3.399093947888374,1.3976587877558913,0.19859830185645322,Iris-setosa
+63,7.710687815767052,2.6060722796720506,6.8999989916105235,2.3030793283048374,Iris-virginica
+64,6.003751785989485,2.186456732848935,3.9935117817332326,1.0024403055753854,Iris-versicolor
+65,4.3,3.0,1.1048531436758167,0.10000009662237419,Iris-setosa
+66,4.404098661687317,2.907362418416533,1.3942594495262115,0.20179634628364068,Iris-setosa
+67,6.583961802397901,2.986429289537217,4.473500472065762,1.4422836716210126,Iris-versicolor
+68,6.843390054664617,3.176570071759366,5.839383798665767,2.303042311947401,Iris-virginica
+69,5.63659556119123,3.8042923541425067,1.5620982924648161,0.3022991969619501,Iris-setosa
+70,6.335220735526596,2.673522914634389,4.925755878827448,1.8033189652483295,Iris-virginica
+71,6.700582734108601,3.0,5.002399915779707,1.714694011180414,Iris-versicolor
+72,6.671976286907986,2.4991313663328945,5.82636291551315,1.7667847210598415,Iris-virginica
+73,6.499122237743739,2.8665957763896377,4.664316454368653,1.491448179274602,Iris-versicolor
+74,5.796262725518351,2.7142564525395847,5.092788325082362,1.9060592334624202,Iris-virginica
+75,7.691294180832293,2.8051190606182788,6.705783506089251,1.997768349561228,Iris-virginica
+76,6.91082184062226,3.1985255569490234,5.683408385348934,2.2978263019796907,Iris-virginica
+77,7.690822558757877,2.8280957267248903,6.685939619817656,2.031642866921753,Iris-virginica
+78,5.320107820204475,3.4078950843240436,1.4255239799674337,0.26455429624249427,Iris-setosa
+79,6.491662074663632,3.187352996315717,5.088572473873807,1.9721631289277286,Iris-virginica
+80,6.002885734763453,2.1965788043607937,4.0438099451027805,0.961777360287325,Iris-versicolor
+81,4.300000760722024,3.0,1.0869526141028518,0.10000010767597674,Iris-setosa
+82,7.899998543470359,3.80822473563717,6.392150737817202,1.999205055078223,Iris-virginica
+83,6.707025328634577,2.492770082161397,5.950266062237863,1.808068389778362,Iris-virginica
+84,5.479240080993039,2.519289550235341,4.037768314474161,1.3151230831498681,Iris-versicolor
+85,5.675462978145079,2.794774745900885,4.2889925583235256,1.19037555109556,Iris-versicolor
+86,4.616833987633036,3.642282432083771,1.0,0.1908826780735265,Iris-setosa
+87,6.3980510688691465,3.2006361889951447,5.284908065816294,2.3112164334343537,Iris-virginica
+88,6.343621455247699,3.334633461135534,5.444430110622679,2.2695120027740927,Iris-virginica
+89,4.835441100642207,3.0252747810689415,1.464473401275727,0.1,Iris-setosa
+90,5.592195687274887,2.502275757401539,3.8741291048888757,1.106312630663956,Iris-versicolor
+91,5.784237339500079,2.7050356186378366,4.117127231705595,1.0279362016892155,Iris-versicolor
+92,5.152211637277998,3.409130345388795,1.4063625146212746,0.19754638503092853,Iris-setosa
+93,4.608012621052765,3.1066692426470173,1.492587513828764,0.1973230846891612,Iris-setosa
+94,5.677851660878961,2.9322008788578615,4.17353796577735,1.2982238365127587,Iris-versicolor
+95,5.192274490145792,2.5266098669319677,3.4638621931349327,1.1703093406736678,Iris-versicolor
+96,5.77539256626737,2.6973969036369945,4.0640861420995,0.950496783676489,Iris-versicolor
+97,4.80734907106179,3.0,1.3910661505109492,0.1,Iris-setosa
+98,5.705397872852751,3.0,4.164405382993431,1.2051419280839477,Iris-versicolor
+99,4.736009053146402,3.0,1.3661884066435408,0.1,Iris-setosa
+100,4.874743690633692,3.0857352286601563,1.4708565255666026,0.10000010254734397,Iris-setosa
+101,6.007763705226778,2.2161409840399586,4.989354500235661,1.5057647198205737,Iris-virginica
+102,5.757220492263082,2.788802916510612,5.091761786015839,2.395173305332143,Iris-virginica
+103,7.678168149983318,2.6004683637912818,6.9,2.3112289900838308,Iris-virginica
+104,6.384367453563788,3.201634614062943,5.295739684820805,2.300419534950262,Iris-virginica
+105,5.76977142847407,2.6777066898180593,4.09453322863564,0.9576236557368577,Iris-versicolor
+106,5.6661283964501985,3.0,4.103737256415613,1.212733659275945,Iris-versicolor
+107,6.210866342767628,2.798761324738408,4.839962844915597,1.8257951744645546,Iris-virginica
+108,5.50068669746942,3.5515972305844223,1.5294251428477545,0.40557117486950583,Iris-setosa
+109,7.713291598454549,3.0,6.127069046299973,2.312551201178502,Iris-virginica
+110,4.3,3.0,1.0951476813173586,0.1,Iris-setosa
+111,6.092694687995882,2.5943188076030883,5.589121140123314,1.414823809113066,Iris-virginica
+112,4.805715785922969,3.0,1.3982870204747568,0.1,Iris-setosa
+113,5.777677119727792,2.7125665469574374,5.09464805668779,1.9052549635391955,Iris-virginica
+114,6.311644058179774,3.2832145032955715,5.92498352119203,2.499999678754186,Iris-virginica
+115,5.802211062529378,2.704730000847415,5.096922076590521,1.898011136174565,Iris-virginica
+116,5.842285450647187,2.709142605073,4.2203389533988815,1.0239000352178778,Iris-versicolor
+117,4.589920406622805,3.094893250910283,1.495982095241711,0.20086762466785502,Iris-setosa
+118,5.790368232781285,2.692112031015907,5.100965243931575,1.9051893366139974,Iris-virginica
+119,5.074921516508615,3.4532772409761816,1.397354212040576,0.19729925029641676,Iris-setosa

iris/tab_ddpm/6_0/18/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/6_0/18/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tab_ddpm/6_0/18/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/6_0/19/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.1209329686553815,2.601510161460434,5.607975884373218,1.3889462950530793,Iris-virginica
+1,5.40301164377745,3.920716203991489,1.2799734120008903,0.4000478116470852,Iris-setosa
+2,6.1551153162032035,2.5913462058136996,5.63125508650311,1.421375080687724,Iris-virginica
+3,6.40298425075669,3.1858194696675874,5.297221622616611,2.269289087593792,Iris-virginica
+4,6.278394308146719,3.405376685416328,5.585761744840577,2.3991655381491257,Iris-virginica
+5,6.860900887723142,3.179728781876327,5.491446963461007,2.3043206539895698,Iris-virginica
+6,4.600107415242505,3.0893339729061973,1.5156976872545629,0.20148460564424933,Iris-setosa
+7,6.2604681232662065,2.731967157611366,4.858263303086116,1.8050416286376947,Iris-virginica
+8,6.78650794699062,2.807896069597246,4.825345224458093,1.4158811625999324,Iris-versicolor
+9,6.306785352890684,2.495641434282974,5.023575797867565,1.8944788058239657,Iris-virginica
+10,4.870706093299707,3.0406772147821353,1.4883791236162478,0.10000009764395744,Iris-setosa
+11,6.018128274090698,3.4006676150129196,4.481819176051736,1.603576439320123,Iris-versicolor
+12,5.8532048234057985,2.847565512400682,4.521050404925752,1.3840053150058527,Iris-versicolor
+13,6.715707939237889,3.0,4.985379596248972,1.6859449608565358,Iris-versicolor
+14,7.714917859341966,2.5992139731570725,6.9,2.313768316151108,Iris-virginica
+15,4.3000005035386515,3.0,1.0981974831360388,0.10000010150579063,Iris-setosa
+16,6.5999026300539185,3.0,4.4149697255438065,1.4100336560257032,Iris-versicolor
+17,5.752893969046594,2.701009700085337,5.0950791883390405,1.9148894243094412,Iris-virginica
+18,6.597805992356424,3.0,4.4396954180476715,1.4026251730487214,Iris-versicolor
+19,5.819038376788924,2.696323246304955,5.093332258562351,1.8929822264505187,Iris-virginica
+20,5.773965622135186,2.7093542025208084,5.105827593507044,1.9001139583459452,Iris-virginica
+21,6.098699332492561,2.593308057491248,5.628296838868658,1.4056852208807613,Iris-virginica
+22,5.511961524927093,4.19999904818544,1.4077716368142943,0.19961884942922675,Iris-setosa
+23,4.608385587862264,3.1927959942998485,1.4000542777905083,0.19745067776085898,Iris-setosa
+24,6.700335088699268,2.503798318464934,5.832781817633723,1.7825187258002506,Iris-virginica
+25,6.643915896019721,2.5143850695906744,5.627863142248398,1.8224544476914133,Iris-virginica
+26,6.284987624330521,3.3113976557703855,5.969276962250912,2.5,Iris-virginica
+27,5.7294509702613245,2.9072364718718573,4.209983598909571,1.2661030755835099,Iris-versicolor
+28,5.839441531598362,2.6966409868107073,4.065373497106684,1.0040695644784663,Iris-versicolor
+29,6.292620596970598,3.311269036318775,6.012850573098569,2.5,Iris-virginica
+30,6.204016137612175,3.402392771487933,5.435527180667682,2.3605513016970394,Iris-virginica
+31,7.66205695370022,2.610430175341186,6.899998946591427,2.2835717794172385,Iris-virginica
+32,6.316115256258242,2.510238571914249,4.999140211153452,1.9072134060561938,Iris-virginica
+33,4.599518602287213,3.612081132085925,1.0,0.1990394859894915,Iris-setosa
+34,6.940841041282235,3.187631436949482,5.609001975272388,2.299990401172124,Iris-virginica
+35,5.105414190548799,2.505700718255713,3.002764075729341,1.0899876672913793,Iris-versicolor
+36,6.792064928740954,3.1826690592904003,5.587300583678981,2.310276531008867,Iris-virginica
+37,5.044418166181749,3.5474727396155963,1.4005161184851769,0.20083208922614032,Iris-setosa
+38,6.3160646296711365,3.2940656742202252,6.013903534319315,2.5,Iris-virginica
+39,5.666672103349611,3.76705301336683,1.5758146523315881,0.2769459918161019,Iris-setosa
+40,5.693283123194891,2.803979661789839,4.501351538502827,1.3230760252766876,Iris-versicolor
+41,6.282104525177499,3.39190770082443,5.653538520666284,2.3981610652399357,Iris-virginica
+42,4.621563226127044,3.179187603798921,1.4173801239679233,0.200754875183836,Iris-setosa
+43,5.582072580786752,3.0,4.499394976052762,1.5039144691080217,Iris-versicolor
+44,5.6186604620291565,3.0,4.5203166366182685,1.5103155027075612,Iris-versicolor
+45,4.300000538692585,3.0,1.104414875650733,0.10000010089141213,Iris-setosa
+46,5.103511747798265,3.2972794867759094,1.7751229527820493,0.45230020995670994,Iris-setosa
+47,5.211995249376367,3.4038660913224232,1.401806942317346,0.19754546227573386,Iris-setosa
+48,4.614593108789724,3.173314530188465,1.4252529933027598,0.20155640066444083,Iris-setosa
+49,5.603639639585684,2.4484978859929183,3.8158616972684984,1.0305949014222466,Iris-versicolor
+50,6.314966660367759,3.3121906935391827,5.958275481403187,2.5,Iris-virginica
+51,6.819294485913817,3.0027090215118566,5.183044114206288,2.248352953626758,Iris-virginica
+52,5.375722324969897,3.3905160458573853,1.5222163142637162,0.4602757679884006,Iris-setosa
+53,5.521151199396289,3.0,4.481315164661451,1.4875334328619016,Iris-versicolor
+54,6.7919689751283805,2.8081889231052446,4.843619512329962,1.4256942612338412,Iris-versicolor
+55,6.023826317097239,2.2231541992076504,5.014106643136224,1.5022936639593854,Iris-virginica
+56,4.40520404741767,2.9793002992232527,1.3756773196023484,0.20075648818134076,Iris-setosa
+57,5.721374360138733,2.8952807814011274,4.309821458745236,1.3295462158309774,Iris-versicolor
+58,5.514483302377468,2.5270862742096387,4.0727616624838765,1.3340096224516027,Iris-versicolor
+59,4.787959952504642,3.391548217414693,1.9119147336950602,0.19812624438403947,Iris-setosa
+60,6.367659386346451,2.8746909804955307,4.578939540544493,1.380666193648611,Iris-versicolor
+61,7.9,3.829634600463266,6.446088365712035,2.0384339388573967,Iris-virginica
+62,6.218353042145729,3.3342807665118723,4.690427314099329,1.6023904006527134,Iris-versicolor
+63,5.104688338904008,3.415870353369201,1.395066360444226,0.19953849162749576,Iris-setosa
+64,6.614108564302989,3.004224050457463,5.8458985322228205,2.2370090251441086,Iris-virginica
+65,7.9,3.712023746646023,6.400315897662994,2.0252203599364864,Iris-virginica
+66,5.10082690398393,2.4702644972338916,2.9577816152672174,1.0658953901088073,Iris-versicolor
+67,5.119098425895159,3.4041552452615402,1.4026138784052244,0.1989805202647519,Iris-setosa
+68,4.970720532131729,2.0,3.53110595041784,1.0455374417603227,Iris-versicolor
+69,5.944494497808109,2.8937816352788026,4.5659886801049945,1.4638991911987635,Iris-versicolor
+70,6.433332654184275,3.2013770835575883,5.258826904411538,2.294861597938378,Iris-virginica
+71,6.300394973275054,2.4427865889088225,4.9937705409755635,1.902647905936083,Iris-virginica
+72,6.000906734722138,3.4026901865265313,4.521054243109098,1.596833170076016,Iris-versicolor
+73,7.631794234308037,3.0,6.63760037106053,2.098698880431446,Iris-virginica
+74,6.719399752963324,2.4969661857597787,5.763001713710009,1.8065546813438742,Iris-virginica
+75,5.100111770461081,2.5236484747755323,3.0981230707761975,1.159637579259507,Iris-versicolor
+76,5.698749016952423,3.0,4.219114995883895,1.2082431976484576,Iris-versicolor
+77,7.00523351333049,3.0523710146926955,6.015921179823986,1.882912915034601,Iris-virginica
+78,5.633238533342136,3.0,4.256655475711215,1.3196425102684215,Iris-versicolor
+79,5.7173087476168725,2.8337721833241365,4.3859528845240945,1.3032636005189775,Iris-versicolor
+80,6.380740425657944,3.133573634524765,5.326198021372863,2.285030760316502,Iris-virginica
+81,6.321034406307987,3.2876323295983227,4.6999235725925415,1.599706324371765,Iris-versicolor
+82,4.808501632290982,3.0,1.417458134328829,0.10000009812168854,Iris-setosa
+83,5.058165391369862,2.485095624270933,2.8304882142850367,1.0753498892307263,Iris-versicolor
+84,5.745263104361463,2.847200021959308,4.493358127973538,1.3210560539605105,Iris-versicolor
+85,4.609370171204112,3.600757334833596,1.0000004228318717,0.19946614392852313,Iris-setosa
+86,4.836809745976407,3.4368597822745803,1.8436897734195705,0.20283696155068578,Iris-setosa
+87,5.81404700555903,2.812771997869793,5.138722022122728,2.4036939164962203,Iris-virginica
+88,5.885164380677041,2.9546352624039143,4.4765143656523305,1.5309939205004852,Iris-versicolor
+89,5.606781245986691,2.4804259437081875,3.902363812304199,1.0882914364326104,Iris-versicolor
+90,6.316074569832036,3.400775366068608,5.606994620661669,2.4055708209835225,Iris-virginica
+91,4.3,3.0,1.1015558226267828,0.10000011802423404,Iris-setosa
+92,5.503694361415361,3.0,4.508071975468233,1.4841412107723746,Iris-versicolor
+93,5.540521450503209,2.4670957707056473,3.9748261674231955,1.2467733483703702,Iris-versicolor
+94,6.316835503162317,3.4025225238050565,5.566105549041869,2.4022368029348,Iris-virginica
+95,6.682592355317139,3.117193820735384,4.669543500234959,1.494225168725589,Iris-versicolor
+96,5.765025590794936,2.705360417127785,5.108054186109076,1.8956158649268695,Iris-virginica
+97,4.3,3.0,1.0996074433293745,0.1,Iris-setosa
+98,5.985179212521375,2.209500313184736,3.9718624045160187,1.0132738160254795,Iris-versicolor
+99,4.833716598000574,3.0,1.4561704723969098,0.10000009051911651,Iris-setosa
+100,5.07011963348535,3.5629006233263207,1.3922867122610492,0.19959214568444794,Iris-setosa
+101,5.294179655230887,2.7681376690437913,4.100431031784412,1.4228694245656688,Iris-versicolor
+102,5.09201258712892,3.8317529427175008,1.7551503782804145,0.20127470158241334,Iris-setosa
+103,6.016621397993848,2.242959016374794,5.026126567951764,1.4841096308668746,Iris-virginica
+104,5.547943585390257,4.2,1.392707001912038,0.20508364519471634,Iris-setosa
+105,5.994937452670421,3.4043575603828273,4.452901119677281,1.5945535605539796,Iris-versicolor
+106,5.378735118685311,3.4112188793726683,1.488658796038728,0.41443660001564697,Iris-setosa
+107,7.606665656467916,3.0,6.5972171922201035,2.0819512816128167,Iris-virginica
+108,6.10155969023282,2.5897438329747913,5.611314414504223,1.4075278279705001,Iris-virginica
+109,5.484616649401597,2.42233744445489,3.6950072386236763,1.0401729079412023,Iris-versicolor
+110,4.300000721046335,3.0,1.0949064330381213,0.10000012010661495,Iris-setosa
+111,4.788058735273374,3.400671019443427,1.6510809255905958,0.1987078308504488,Iris-setosa
+112,6.820097213132968,3.2056744378902233,5.918515377260012,2.2999202144349904,Iris-virginica
+113,6.188306893253446,2.1998046854647995,4.434036434497601,1.4655989419763042,Iris-versicolor
+114,5.001866897702933,3.607494948183131,1.3960694679620187,0.19982418540830207,Iris-setosa
+115,7.9,3.7841917911274368,6.4168083526874256,1.9952241939519035,Iris-virginica
+116,6.612513108030997,3.01459086730636,5.851763630603147,2.2421927166030184,Iris-virginica
+117,6.6902249159897496,2.4915323272144354,5.810168447377377,1.786869531442901,Iris-virginica
+118,4.408891634269407,3.2020643958460915,1.3106453480809361,0.19898857686052834,Iris-setosa
+119,4.3,3.0,1.0962190968610466,0.1,Iris-setosa

iris/tab_ddpm/6_0/19/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/6_0/19/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tab_ddpm/6_0/19/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/6_0/2/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.017423175696498,2.2186319120839832,4.985110849906858,1.5221813256960635,Iris-virginica
+1,4.595566676761309,3.6603288791906663,1.0000004020810858,0.20137018059260456,Iris-setosa
+2,6.179136849193923,2.623638068167655,5.511999854628218,1.4785567034616056,Iris-virginica
+3,6.811544115352474,2.8391430925896266,4.829540241677934,1.4540210726011398,Iris-versicolor
+4,6.267799404186956,3.396746470584812,5.605572976056095,2.371187334892699,Iris-virginica
+5,6.598217245799464,3.2129189210708353,4.714397609781878,1.5466628830597917,Iris-versicolor
+6,4.99424351733863,3.0,1.5991526190076422,0.19783113294669036,Iris-setosa
+7,4.799321644233603,3.39241026845038,1.5960775062849735,0.19689890370154434,Iris-setosa
+8,6.30095166040318,3.29244753259566,5.9706459064586115,2.4999997617107383,Iris-virginica
+9,5.9358089288416265,2.916050657457036,4.533600570139477,1.497943377627509,Iris-versicolor
+10,5.547597902345686,4.199998771068529,1.4069529213795364,0.20470846627346723,Iris-setosa
+11,6.848463695808762,3.1824527400428377,5.593327693355366,2.2778604377003555,Iris-virginica
+12,5.666976106458706,2.9837936040584694,3.8173518124197408,1.2926744431458868,Iris-versicolor
+13,6.5144057531903865,3.1761904820502926,5.1457578287564,2.0735946087038877,Iris-virginica
+14,5.791131996544023,2.7006785698175193,5.087698849265981,1.9136550539707928,Iris-virginica
+15,5.720576487338958,2.888517252243458,4.208738726463015,1.3005971534411143,Iris-versicolor
+16,6.08291861932009,2.5829012989860605,5.604259833297905,1.409922940515458,Iris-virginica
+17,5.225551194335637,3.4006119189116655,1.3990101621549655,0.19680125453852781,Iris-setosa
+18,7.729403800459043,2.6106299290207033,6.9,2.3031073096300987,Iris-virginica
+19,5.074727311500736,3.3231734930616335,1.7247720786261083,0.4979619155337026,Iris-setosa
+20,7.731712233728632,2.6041727083159505,6.9,2.3025046889174954,Iris-virginica
+21,5.789024099512758,2.7044377975907956,5.087740339211099,1.904999293345876,Iris-virginica
+22,7.899998693857869,3.759883749512444,6.380411038029235,2.0389860798143173,Iris-virginica
+23,6.302500670116147,3.391653496325504,5.589750302230431,2.4026341434638465,Iris-virginica
+24,5.748678453576569,2.707280910555281,4.054823211694161,1.0581949360477338,Iris-versicolor
+25,4.903642658728433,3.417263287544786,1.7757033934074204,0.2428949446920788,Iris-setosa
+26,7.702031886748773,2.8100467153737925,6.684276699656991,2.030679375740731,Iris-virginica
+27,4.800388525959765,3.3997392004667377,2.029805779506766,0.20122122465570613,Iris-setosa
+28,4.806564416594715,3.399900598118654,1.7626984203245915,0.20370875652582018,Iris-setosa
+29,5.478051812774926,3.0,4.5039190366271535,1.4938946326233955,Iris-versicolor
+30,4.480864378608898,3.2123851647902972,1.343530732663838,0.19032665149224978,Iris-setosa
+31,4.395276382720186,3.2042544653926637,1.2855002067088002,0.2001168975488681,Iris-setosa
+32,5.999360015756478,2.2013051291618897,4.018260781503673,0.9540931686469285,Iris-versicolor
+33,5.170806302238868,2.703358414386206,3.896959100321782,1.3993483488980207,Iris-versicolor
+34,7.707544142701635,2.581753502943096,6.9,2.292018827418997,Iris-virginica
+35,5.701753192146849,3.0,4.039237730647138,1.2844583650012569,Iris-versicolor
+36,5.491196058038419,2.411811101847709,3.6867523519685284,1.020033648726349,Iris-versicolor
+37,7.8999989809816125,3.8034957632009974,6.390281248097001,2.026483043800009,Iris-virginica
+38,6.615890317169107,3.0,4.431710076257343,1.3963625250840197,Iris-versicolor
+39,5.101585961626142,3.32155525320226,1.5966048197995506,0.46594913589469567,Iris-setosa
+40,5.549578401891747,3.0,4.495201862230706,1.4918209759470724,Iris-versicolor
+41,5.502531757548331,4.2,1.4039010676535975,0.19761569506476373,Iris-setosa
+42,7.687764189113137,3.0,6.070896175065182,2.2745073425540516,Iris-virginica
+43,4.992705592338907,2.0000005069158124,3.571926860985724,0.9195264783500549,Iris-versicolor
+44,5.605416163386021,2.896481302324019,3.623762875091752,1.3040295244393634,Iris-versicolor
+45,5.123700250720293,2.5181386968905812,3.384932484568657,1.174022173120842,Iris-versicolor
+46,6.012749039768781,2.873780123168219,4.626626861704153,1.4403436112186876,Iris-versicolor
+47,6.023287636164388,3.3989074184388635,4.5201019914028455,1.6280551022531302,Iris-versicolor
+48,6.294812672147826,3.3983204425810793,5.619693146772118,2.394635422006839,Iris-virginica
+49,4.778534420960289,3.0,1.4044958134147487,0.2762494579162813,Iris-setosa
+50,5.8172902741257575,2.8790429000492628,4.3042664647777595,1.3947605121160571,Iris-versicolor
+51,5.387739092271512,3.8962876565321465,1.2866119651639747,0.32130060398647525,Iris-setosa
+52,4.789429093709535,3.406041613857927,1.6632600300336868,0.2011800263407127,Iris-setosa
+53,5.996110956993453,2.90590388522527,4.51669519739266,1.4982054629472423,Iris-versicolor
+54,5.017827771932241,3.0,1.5889044347641426,0.19735471179984243,Iris-setosa
+55,6.494954161087084,3.0,5.812993737809343,2.2020383192867587,Iris-virginica
+56,5.124613056498439,3.293820060138838,1.7242086297443993,0.47176547210263897,Iris-setosa
+57,5.787173665738332,2.6975733942976863,4.125687582052456,1.0408865497983322,Iris-versicolor
+58,5.209983463240802,2.7254428116244216,3.9314156073520787,1.419102188798388,Iris-versicolor
+59,6.783735495081778,3.2252375337638206,5.8169059364392925,2.3117851495953934,Iris-virginica
+60,6.782266663375165,3.1975490540490585,5.889434510367796,2.292022987458151,Iris-virginica
+61,5.654367459892536,3.0,4.532363185976122,1.524788521130516,Iris-versicolor
+62,6.354103437636263,3.281059930147174,4.697160741599676,1.5848566032243114,Iris-versicolor
+63,6.705039036635729,3.0,4.998034068743205,1.6898859014702652,Iris-versicolor
+64,4.8308066998141515,3.4050827553031535,1.7926369568197273,0.20782380263644448,Iris-setosa
+65,4.773388989711801,3.0,1.4021780075830093,0.2773719369607835,Iris-setosa
+66,5.482744581233328,3.0,4.48988945347975,1.4806244768693324,Iris-versicolor
+67,5.71872414438636,2.865008426343997,4.4605143149381075,1.4069408734358613,Iris-versicolor
+68,5.910337339565421,3.2050114903094657,4.815470660046804,1.7788564938063691,Iris-versicolor
+69,6.868011363680579,3.20177777625728,5.674299277283364,2.3082884013557665,Iris-virginica
+70,4.3,3.0,1.0967084183256381,0.1,Iris-setosa
+71,5.998131234155166,3.39775497438051,4.47424455490843,1.603842896810341,Iris-versicolor
+72,6.206735777333133,2.7525190700829003,4.849302099696598,1.817547060263271,Iris-virginica
+73,5.595695650215394,2.8880642856605454,3.481204532757821,1.2984622675371762,Iris-versicolor
+74,6.8586404889622505,3.109670305224541,5.072841218958479,2.297112980622259,Iris-virginica
+75,5.785673609630453,2.6813961111634406,5.115582171308577,1.899341202308202,Iris-virginica
+76,5.154371267832264,2.590267844343584,3.6684343015974337,1.3005512021325667,Iris-versicolor
+77,5.557527378144805,2.8071502577184813,3.552416482207253,1.2703399594456686,Iris-versicolor
+78,4.6097786457186585,3.125468220841556,1.468390003588841,0.1959794709088521,Iris-setosa
+79,6.037054296151743,2.2733760704569232,5.040228837386555,1.5020426358541132,Iris-virginica
+80,5.104211331307726,2.5193938215242833,2.9866017041652855,1.1138399396402179,Iris-versicolor
+81,6.676116776245095,3.0,4.994822129915268,1.6975324245015455,Iris-versicolor
+82,4.399947366538453,2.9025237107886555,1.3946853744823127,0.20118877573948038,Iris-setosa
+83,5.993697269224201,2.1955220783328433,4.001846480524138,1.0268538104331033,Iris-versicolor
+84,4.408496029325941,3.1876759788414866,1.2869233052490041,0.20044246754569386,Iris-setosa
+85,5.789326616744655,2.701192523294487,5.094316024953909,1.9679007217936066,Iris-virginica
+86,5.360893847538866,3.0,4.498487650601658,1.5070136656445587,Iris-versicolor
+87,5.237342427109986,2.711940041521198,3.9442073179896067,1.4115695478033679,Iris-versicolor
+88,6.815525975849132,2.796581695551537,4.787650124752789,1.4058566722986119,Iris-versicolor
+89,7.157298801125857,3.193436422113355,5.905302662002696,1.8199804979035836,Iris-virginica
+90,5.541242635757392,2.515013172231096,3.8454917911328605,1.1317159813944986,Iris-versicolor
+91,5.281933409434379,2.493618377938715,3.658427797675616,1.1698877386509392,Iris-versicolor
+92,5.233350280107424,3.395908221088026,1.3918315122022977,0.2006423508907946,Iris-setosa
+93,5.891432991055906,2.807999804626791,4.5915085320067215,1.2532574571456652,Iris-versicolor
+94,6.806743656810325,2.8155373931558634,4.77286691551116,1.4009101099496717,Iris-versicolor
+95,6.683867880824202,2.9935789436150912,4.879924793549182,1.6088355318415237,Iris-versicolor
+96,6.667880328767096,3.0,4.957773724461416,1.6906259787437594,Iris-versicolor
+97,6.261640417870001,3.302121363441645,6.029899942377808,2.4999998012043285,Iris-virginica
+98,4.60056918858281,3.606422409423442,1.0000004020716515,0.1879413078357171,Iris-setosa
+99,5.576263008886854,2.4505945494841375,3.8642654962033003,1.103579203998397,Iris-versicolor
+100,5.85885854610816,2.886262098533319,4.445655034263466,1.4218980055676385,Iris-versicolor
+101,5.581791527607913,2.500084134255509,3.971557059373147,1.1359457557269168,Iris-versicolor
+102,5.410682110468514,3.0,4.502508075322254,1.4965868506793167,Iris-versicolor
+103,6.70122445775221,3.0948022011197835,4.678895884129399,1.4835922314951848,Iris-versicolor
+104,5.867585217473635,2.781247037938075,4.564946782144756,1.206596615909738,Iris-versicolor
+105,5.7706354037230785,2.8212291027973766,5.111753125500931,2.401522515002323,Iris-virginica
+106,4.300000557413737,3.0,1.1001370866448328,0.10000009316614145,Iris-setosa
+107,4.819805920872308,3.4341086657499913,1.6291888068402185,0.19860095568144337,Iris-setosa
+108,5.800787324569847,2.689688200156077,4.050470899532222,1.0602094850243486,Iris-versicolor
+109,5.363264141043621,3.39138468829623,1.5173307116725594,0.43961685270351364,Iris-setosa
+110,5.70657512554283,3.79751655979151,1.6895746254185957,0.31155758406236156,Iris-setosa
+111,7.709609162888491,2.6004004308115,6.9,2.2940882218683414,Iris-virginica
+112,6.016897204136335,2.915153817647486,4.518722822007138,1.4978951525025836,Iris-versicolor
+113,5.548660864821221,2.5886093588137715,4.246163404161311,1.3275879966949695,Iris-versicolor
+114,4.787869392289108,3.0,1.4016874309755336,0.35765466415317093,Iris-setosa
+115,4.3,3.0,1.099946924369909,0.1,Iris-setosa
+116,5.219506773776609,3.4046076180200493,1.4024327388128357,0.20202669345861665,Iris-setosa
+117,6.687811815886975,2.5119462564494226,5.728608315448751,1.7826448725727921,Iris-virginica
+118,7.691102907505913,2.613240248462028,6.899998860642295,2.3007337201855274,Iris-virginica
+119,5.105941792234804,3.7504015327854154,1.589255504081068,0.20071708967064783,Iris-setosa

iris/tab_ddpm/6_0/2/test.csv

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